{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Explainer examples\n",
    "\n",
    "This notebook shows how you can use the `Explainer` object for interactive visualization in your jupyter notebook.\n",
    "\n",
    "All this plotting functionality gets called by the `ExplainerDashboard` to construct the interactive dashboard."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Google colab link:\n",
    "\n",
    "[https://colab.research.google.com/github/oegedijk/explainerdashboard/blob/master/explainer_examples.ipynb](https://colab.research.google.com/github/oegedijk/explainerdashboard/blob/master/explainer_examples.ipynb)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "uncomment and run to install explainerdashboard:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:55:03.916476Z",
     "start_time": "2021-01-20T15:55:03.913187Z"
    }
   },
   "outputs": [],
   "source": [
    "#!pip install explainerdashboard"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# notebook properties"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display multiple outputs per cell:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:55:06.035114Z",
     "start_time": "2021-01-20T15:55:06.031726Z"
    }
   },
   "outputs": [],
   "source": [
    "from IPython.core.interactiveshell import InteractiveShell\n",
    "\n",
    "InteractiveShell.ast_node_interactivity = \"all\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ClassifierExplainer:"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## train model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:55:17.651511Z",
     "start_time": "2021-01-20T15:55:13.232391Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "RandomForestClassifier(max_depth=5, n_estimators=50)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from sklearn.ensemble import RandomForestClassifier\n",
    "from explainerdashboard.datasets import titanic_survive\n",
    "\n",
    "X_train, y_train, X_test, y_test = titanic_survive()\n",
    "\n",
    "model = RandomForestClassifier(n_estimators=50, max_depth=5)\n",
    "model.fit(X_train, y_train)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## build explainer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:55:24.381503Z",
     "start_time": "2021-01-20T15:55:24.305274Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: shap=='guess' so guessing for RandomForestClassifier shap='tree'...\n",
      "Detected RandomForestClassifier model: Changing class type to RandomForestClassifierExplainer...\n",
      "Note: model_output=='probability', so assuming that raw shap output of RandomForestClassifier is in probability space...\n",
      "Generating self.shap_explainer = shap.TreeExplainer(model)\n"
     ]
    }
   ],
   "source": [
    "from explainerdashboard import ClassifierExplainer\n",
    "from explainerdashboard.datasets import titanic_names, feature_descriptions\n",
    "\n",
    "_, test_names = titanic_names()  # names of passengers\n",
    "\n",
    "explainer = ClassifierExplainer(\n",
    "    model,\n",
    "    X_test,\n",
    "    y_test,\n",
    "    cats=[\"Sex\", \"Deck\", \"Embarked\"],\n",
    "    idxs=test_names,\n",
    "    descriptions=feature_descriptions,\n",
    "    target=\"Survival\",\n",
    "    labels=[\"Not survived\", \"Survived\"],\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Importances"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Get a dataframe of mean absolute shap value per feature and with a cutoff value of 0.01:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:55:44.720029Z",
     "start_time": "2021-01-20T15:55:44.652868Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating shap values...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Feature</th>\n",
       "      <th>MEAN_ABS_SHAP</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Sex</td>\n",
       "      <td>0.184124</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Deck</td>\n",
       "      <td>0.052336</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>PassengerClass</td>\n",
       "      <td>0.042172</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Fare</td>\n",
       "      <td>0.030872</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Embarked</td>\n",
       "      <td>0.018526</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Age</td>\n",
       "      <td>0.013807</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>No_of_parents_plus_children_on_board</td>\n",
       "      <td>0.011674</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Feature  MEAN_ABS_SHAP\n",
       "0                                   Sex       0.184124\n",
       "1                                  Deck       0.052336\n",
       "2                        PassengerClass       0.042172\n",
       "3                                  Fare       0.030872\n",
       "4                              Embarked       0.018526\n",
       "5                                   Age       0.013807\n",
       "6  No_of_parents_plus_children_on_board       0.011674"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "explainer.get_mean_abs_shap_df(cutoff=0.01)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    " Get permutation importances (decrease in metric when randomly permuting a particular feature):"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:55:58.989369Z",
     "start_time": "2021-01-20T15:55:58.978162Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Feature</th>\n",
       "      <th>Importance</th>\n",
       "      <th>Score</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Sex</td>\n",
       "      <td>0.218207</td>\n",
       "      <td>0.670747</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>PassengerClass</td>\n",
       "      <td>0.037590</td>\n",
       "      <td>0.851364</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Deck</td>\n",
       "      <td>0.025402</td>\n",
       "      <td>0.863553</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Fare</td>\n",
       "      <td>0.015964</td>\n",
       "      <td>0.872991</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Embarked</td>\n",
       "      <td>0.009977</td>\n",
       "      <td>0.878977</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          Feature  Importance     Score\n",
       "0             Sex    0.218207  0.670747\n",
       "5  PassengerClass    0.037590  0.851364\n",
       "1            Deck    0.025402  0.863553\n",
       "3            Fare    0.015964  0.872991\n",
       "2        Embarked    0.009977  0.878977"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "explainer.get_permutation_importances_df(topx=5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plot mean absolute shap importances:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:56:12.387143Z",
     "start_time": "2021-01-20T15:56:12.196908Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "        <script type=\"text/javascript\">\n",
       "        window.PlotlyConfig = {MathJaxConfig: 'local'};\n",
       "        if (window.MathJax) {MathJax.Hub.Config({SVG: {font: \"STIX-Web\"}});}\n",
       "        if (typeof require !== 'undefined') {\n",
       "        require.undef(\"plotly\");\n",
       "        define('plotly', function(require, exports, module) {\n",
       "            /**\n",
       "* plotly.js v1.56.0\n",
       "* Copyright 2012-2020, Plotly, Inc.\n",
       "* All rights reserved.\n",
       "* Licensed under the MIT license\n",
       "*/\n",
       "!function(t){if(\"object\"==typeof exports&&\"undefined\"!=typeof module)module.exports=t();else if(\"function\"==typeof define&&define.amd)define([],t);else{(\"undefined\"!=typeof window?window:\"undefined\"!=typeof global?global:\"undefined\"!=typeof self?self:this).Plotly=t()}}((function(){return function t(e,r,n){function a(o,s){if(!r[o]){if(!e[o]){var l=\"function\"==typeof require&&require;if(!s&&l)return l(o,!0);if(i)return i(o,!0);var c=new Error(\"Cannot find module '\"+o+\"'\");throw c.code=\"MODULE_NOT_FOUND\",c}var u=r[o]={exports:{}};e[o][0].call(u.exports,(function(t){return a(e[o][1][t]||t)}),u,u.exports,t,e,r,n)}return r[o].exports}for(var i=\"function\"==typeof require&&require,o=0;o<n.length;o++)a(n[o]);return a}({1:[function(t,e,r){\"use strict\";var n=t(\"../src/lib\"),a={\"X,X div\":\"direction:ltr;font-family:'Open Sans', verdana, arial, sans-serif;margin:0;padding:0;\",\"X input,X button\":\"font-family:'Open Sans', verdana, arial, sans-serif;\",\"X 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l=(t[o]+o*o-(t[r[s]]+r[s]*r[s]))/(2*o-2*r[s]);l<=n[s];)s--,l=(t[o]+o*o-(t[r[s]]+r[s]*r[s]))/(2*o-2*r[s]);r[++s]=o,n[s]=l,n[s+1]=+a}for(o=0,s=0;o<i;o++){for(;n[s+1]<o;)s++;e[o]=(o-r[s])*(o-r[s])+t[r[s]]}}},{clamp:120}],99:[function(t,e,r){!function(e,r){\"use strict\";function n(t,e){if(!t)throw new Error(e||\"Assertion failed\")}function a(t,e){t.super_=e;var r=function(){};r.prototype=e.prototype,t.prototype=new r,t.prototype.constructor=t}function i(t,e,r){if(i.isBN(t))return t;this.negative=0,this.words=null,this.length=0,this.red=null,null!==t&&(\"le\"!==e&&\"be\"!==e||(r=e,e=10),this._init(t||0,e||10,r||\"be\"))}var o;\"object\"==typeof e?e.exports=i:r.BN=i,i.BN=i,i.wordSize=26;try{o=t(\"buffer\").Buffer}catch(t){}function s(t,e,r){for(var n=0,a=Math.min(t.length,r),i=e;i<a;i++){var o=t.charCodeAt(i)-48;n<<=4,n|=o>=49&&o<=54?o-49+10:o>=17&&o<=22?o-17+10:15&o}return n}function l(t,e,r,n){for(var a=0,i=Math.min(t.length,r),o=e;o<i;o++){var 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a=0;\"-\"===(t=t.toString().replace(/\\s+/g,\"\"))[0]&&a++,16===e?this._parseHex(t,a):this._parseBase(t,e,a),\"-\"===t[0]&&(this.negative=1),this.strip(),\"le\"===r&&this._initArray(this.toArray(),e,r)},i.prototype._initNumber=function(t,e,r){t<0&&(this.negative=1,t=-t),t<67108864?(this.words=[67108863&t],this.length=1):t<4503599627370496?(this.words=[67108863&t,t/67108864&67108863],this.length=2):(n(t<9007199254740992),this.words=[67108863&t,t/67108864&67108863,1],this.length=3),\"le\"===r&&this._initArray(this.toArray(),e,r)},i.prototype._initArray=function(t,e,r){if(n(\"number\"==typeof t.length),t.length<=0)return this.words=[0],this.length=1,this;this.length=Math.ceil(t.length/3),this.words=new Array(this.length);for(var a=0;a<this.length;a++)this.words[a]=0;var i,o,s=0;if(\"be\"===r)for(a=t.length-1,i=0;a>=0;a-=3)o=t[a]|t[a-1]<<8|t[a-2]<<16,this.words[i]|=o<<s&67108863,this.words[i+1]=o>>>26-s&67108863,(s+=24)>=26&&(s-=26,i++);else 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h=1;for(c=l(t,u,t.length,e),u=0;u<o;u++)h*=e;this.imuln(h),this.words[0]+c<67108864?this.words[0]+=c:this._iaddn(c)}},i.prototype.copy=function(t){t.words=new Array(this.length);for(var e=0;e<this.length;e++)t.words[e]=this.words[e];t.length=this.length,t.negative=this.negative,t.red=this.red},i.prototype.clone=function(){var t=new i(null);return this.copy(t),t},i.prototype._expand=function(t){for(;this.length<t;)this.words[this.length++]=0;return this},i.prototype.strip=function(){for(;this.length>1&&0===this.words[this.length-1];)this.length--;return this._normSign()},i.prototype._normSign=function(){return 1===this.length&&0===this.words[0]&&(this.negative=0),this},i.prototype.inspect=function(){return(this.red?\"<BN-R: \":\"<BN: \")+this.toString(16)+\">\"};var c=[\"\",\"0\",\"00\",\"000\",\"0000\",\"00000\",\"000000\",\"0000000\",\"00000000\",\"000000000\",\"0000000000\",\"00000000000\",\"000000000000\",\"0000000000000\",\"00000000000000\",\"000000000000000\",\"0000000000000000\",\"00000000000000000\",\"000000000000000000\",\"0000000000000000000\",\"00000000000000000000\",\"000000000000000000000\",\"0000000000000000000000\",\"00000000000000000000000\",\"000000000000000000000000\",\"0000000000000000000000000\"],u=[0,0,25,16,12,11,10,9,8,8,7,7,7,7,6,6,6,6,6,6,6,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5,5],h=[0,0,33554432,43046721,16777216,48828125,60466176,40353607,16777216,43046721,1e7,19487171,35831808,62748517,7529536,11390625,16777216,24137569,34012224,47045881,64e6,4084101,5153632,6436343,7962624,9765625,11881376,14348907,17210368,20511149,243e5,28629151,33554432,39135393,45435424,52521875,60466176];function f(t,e,r){r.negative=e.negative^t.negative;var n=t.length+e.length|0;r.length=n,n=n-1|0;var a=0|t.words[0],i=0|e.words[0],o=a*i,s=67108863&o,l=o/67108864|0;r.words[0]=s;for(var c=1;c<n;c++){for(var u=l>>>26,h=67108863&l,f=Math.min(c,e.length-1),p=Math.max(0,c-t.length+1);p<=f;p++){var d=c-p|0;u+=(o=(a=0|t.words[d])*(i=0|e.words[p])+h)/67108864|0,h=67108863&o}r.words[c]=0|h,l=0|u}return 0!==l?r.words[c]=0|l:r.length--,r.strip()}i.prototype.toString=function(t,e){var r;if(e=0|e||1,16===(t=t||10)||\"hex\"===t){r=\"\";for(var a=0,i=0,o=0;o<this.length;o++){var s=this.words[o],l=(16777215&(s<<a|i)).toString(16);r=0!==(i=s>>>24-a&16777215)||o!==this.length-1?c[6-l.length]+l+r:l+r,(a+=2)>=26&&(a-=26,o--)}for(0!==i&&(r=i.toString(16)+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}if(t===(0|t)&&t>=2&&t<=36){var f=u[t],p=h[t];r=\"\";var d=this.clone();for(d.negative=0;!d.isZero();){var g=d.modn(p).toString(t);r=(d=d.idivn(p)).isZero()?g+r:c[f-g.length]+g+r}for(this.isZero()&&(r=\"0\"+r);r.length%e!=0;)r=\"0\"+r;return 0!==this.negative&&(r=\"-\"+r),r}n(!1,\"Base 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32-Math.clz32(t)}:i.prototype._countBits=function(t){var e=t,r=0;return e>=4096&&(r+=13,e>>>=13),e>=64&&(r+=7,e>>>=7),e>=8&&(r+=4,e>>>=4),e>=2&&(r+=2,e>>>=2),r+e},i.prototype._zeroBits=function(t){if(0===t)return 26;var e=t,r=0;return 0==(8191&e)&&(r+=13,e>>>=13),0==(127&e)&&(r+=7,e>>>=7),0==(15&e)&&(r+=4,e>>>=4),0==(3&e)&&(r+=2,e>>>=2),0==(1&e)&&r++,r},i.prototype.bitLength=function(){var t=this.words[this.length-1],e=this._countBits(t);return 26*(this.length-1)+e},i.prototype.zeroBits=function(){if(this.isZero())return 0;for(var t=0,e=0;e<this.length;e++){var r=this._zeroBits(this.words[e]);if(t+=r,26!==r)break}return t},i.prototype.byteLength=function(){return Math.ceil(this.bitLength()/8)},i.prototype.toTwos=function(t){return 0!==this.negative?this.abs().inotn(t).iaddn(1):this.clone()},i.prototype.fromTwos=function(t){return this.testn(t-1)?this.notn(t).iaddn(1).ineg():this.clone()},i.prototype.isNeg=function(){return 0!==this.negative},i.prototype.neg=function(){return this.clone().ineg()},i.prototype.ineg=function(){return this.isZero()||(this.negative^=1),this},i.prototype.iuor=function(t){for(;this.length<t.length;)this.words[this.length++]=0;for(var e=0;e<t.length;e++)this.words[e]=this.words[e]|t.words[e];return this.strip()},i.prototype.ior=function(t){return n(0==(this.negative|t.negative)),this.iuor(t)},i.prototype.or=function(t){return this.length>t.length?this.clone().ior(t):t.clone().ior(this)},i.prototype.uor=function(t){return this.length>t.length?this.clone().iuor(t):t.clone().iuor(this)},i.prototype.iuand=function(t){var e;e=this.length>t.length?t:this;for(var r=0;r<e.length;r++)this.words[r]=this.words[r]&t.words[r];return this.length=e.length,this.strip()},i.prototype.iand=function(t){return n(0==(this.negative|t.negative)),this.iuand(t)},i.prototype.and=function(t){return this.length>t.length?this.clone().iand(t):t.clone().iand(this)},i.prototype.uand=function(t){return this.length>t.length?this.clone().iuand(t):t.clone().iuand(this)},i.prototype.iuxor=function(t){var e,r;this.length>t.length?(e=this,r=t):(e=t,r=this);for(var n=0;n<r.length;n++)this.words[n]=e.words[n]^r.words[n];if(this!==e)for(;n<e.length;n++)this.words[n]=e.words[n];return this.length=e.length,this.strip()},i.prototype.ixor=function(t){return n(0==(this.negative|t.negative)),this.iuxor(t)},i.prototype.xor=function(t){return this.length>t.length?this.clone().ixor(t):t.clone().ixor(this)},i.prototype.uxor=function(t){return this.length>t.length?this.clone().iuxor(t):t.clone().iuxor(this)},i.prototype.inotn=function(t){n(\"number\"==typeof t&&t>=0);var e=0|Math.ceil(t/26),r=t%26;this._expand(e),r>0&&e--;for(var a=0;a<e;a++)this.words[a]=67108863&~this.words[a];return r>0&&(this.words[a]=~this.words[a]&67108863>>26-r),this.strip()},i.prototype.notn=function(t){return this.clone().inotn(t)},i.prototype.setn=function(t,e){n(\"number\"==typeof t&&t>=0);var r=t/26|0,a=t%26;return this._expand(r+1),this.words[r]=e?this.words[r]|1<<a:this.words[r]&~(1<<a),this.strip()},i.prototype.iadd=function(t){var e,r,n;if(0!==this.negative&&0===t.negative)return this.negative=0,e=this.isub(t),this.negative^=1,this._normSign();if(0===this.negative&&0!==t.negative)return t.negative=0,e=this.isub(t),t.negative=1,e._normSign();this.length>t.length?(r=this,n=t):(r=t,n=this);for(var a=0,i=0;i<n.length;i++)e=(0|r.words[i])+(0|n.words[i])+a,this.words[i]=67108863&e,a=e>>>26;for(;0!==a&&i<r.length;i++)e=(0|r.words[i])+a,this.words[i]=67108863&e,a=e>>>26;if(this.length=r.length,0!==a)this.words[this.length]=a,this.length++;else if(r!==this)for(;i<r.length;i++)this.words[i]=r.words[i];return this},i.prototype.add=function(t){var e;return 0!==t.negative&&0===this.negative?(t.negative=0,e=this.sub(t),t.negative^=1,e):0===t.negative&&0!==this.negative?(this.negative=0,e=t.sub(this),this.negative=1,e):this.length>t.length?this.clone().iadd(t):t.clone().iadd(this)},i.prototype.isub=function(t){if(0!==t.negative){t.negative=0;var e=this.iadd(t);return t.negative=1,e._normSign()}if(0!==this.negative)return this.negative=0,this.iadd(t),this.negative=1,this._normSign();var r,n,a=this.cmp(t);if(0===a)return this.negative=0,this.length=1,this.words[0]=0,this;a>0?(r=this,n=t):(r=t,n=this);for(var i=0,o=0;o<n.length;o++)i=(e=(0|r.words[o])-(0|n.words[o])+i)>>26,this.words[o]=67108863&e;for(;0!==i&&o<r.length;o++)i=(e=(0|r.words[o])+i)>>26,this.words[o]=67108863&e;if(0===i&&o<r.length&&r!==this)for(;o<r.length;o++)this.words[o]=r.words[o];return this.length=Math.max(this.length,o),r!==this&&(this.negative=1),this.strip()},i.prototype.sub=function(t){return this.clone().isub(t)};var p=function(t,e,r){var 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vt=(c+(n=n+Math.imul(h,H)|0)|0)+((8191&(a=(a=a+Math.imul(h,G)|0)+Math.imul(f,H)|0))<<13)|0;c=((i=i+Math.imul(f,G)|0)+(a>>>13)|0)+(vt>>>26)|0,vt&=67108863,n=Math.imul(v,U),a=(a=Math.imul(v,V))+Math.imul(y,U)|0,i=Math.imul(y,V),n=n+Math.imul(d,H)|0,a=(a=a+Math.imul(d,G)|0)+Math.imul(g,H)|0,i=i+Math.imul(g,G)|0;var yt=(c+(n=n+Math.imul(h,W)|0)|0)+((8191&(a=(a=a+Math.imul(h,Z)|0)+Math.imul(f,W)|0))<<13)|0;c=((i=i+Math.imul(f,Z)|0)+(a>>>13)|0)+(yt>>>26)|0,yt&=67108863,n=Math.imul(b,U),a=(a=Math.imul(b,V))+Math.imul(_,U)|0,i=Math.imul(_,V),n=n+Math.imul(v,H)|0,a=(a=a+Math.imul(v,G)|0)+Math.imul(y,H)|0,i=i+Math.imul(y,G)|0,n=n+Math.imul(d,W)|0,a=(a=a+Math.imul(d,Z)|0)+Math.imul(g,W)|0,i=i+Math.imul(g,Z)|0;var xt=(c+(n=n+Math.imul(h,J)|0)|0)+((8191&(a=(a=a+Math.imul(h,K)|0)+Math.imul(f,J)|0))<<13)|0;c=((i=i+Math.imul(f,K)|0)+(a>>>13)|0)+(xt>>>26)|0,xt&=67108863,n=Math.imul(T,U),a=(a=Math.imul(T,V))+Math.imul(k,U)|0,i=Math.imul(k,V),n=n+Math.imul(b,H)|0,a=(a=a+Math.imul(b,G)|0)+Math.imul(_,H)|0,i=i+Math.imul(_,G)|0,n=n+Math.imul(v,W)|0,a=(a=a+Math.imul(v,Z)|0)+Math.imul(y,W)|0,i=i+Math.imul(y,Z)|0,n=n+Math.imul(d,J)|0,a=(a=a+Math.imul(d,K)|0)+Math.imul(g,J)|0,i=i+Math.imul(g,K)|0;var bt=(c+(n=n+Math.imul(h,$)|0)|0)+((8191&(a=(a=a+Math.imul(h,tt)|0)+Math.imul(f,$)|0))<<13)|0;c=((i=i+Math.imul(f,tt)|0)+(a>>>13)|0)+(bt>>>26)|0,bt&=67108863,n=Math.imul(A,U),a=(a=Math.imul(A,V))+Math.imul(S,U)|0,i=Math.imul(S,V),n=n+Math.imul(T,H)|0,a=(a=a+Math.imul(T,G)|0)+Math.imul(k,H)|0,i=i+Math.imul(k,G)|0,n=n+Math.imul(b,W)|0,a=(a=a+Math.imul(b,Z)|0)+Math.imul(_,W)|0,i=i+Math.imul(_,Z)|0,n=n+Math.imul(v,J)|0,a=(a=a+Math.imul(v,K)|0)+Math.imul(y,J)|0,i=i+Math.imul(y,K)|0,n=n+Math.imul(d,$)|0,a=(a=a+Math.imul(d,tt)|0)+Math.imul(g,$)|0,i=i+Math.imul(g,tt)|0;var _t=(c+(n=n+Math.imul(h,rt)|0)|0)+((8191&(a=(a=a+Math.imul(h,nt)|0)+Math.imul(f,rt)|0))<<13)|0;c=((i=i+Math.imul(f,nt)|0)+(a>>>13)|0)+(_t>>>26)|0,_t&=67108863,n=Math.imul(C,U),a=(a=Math.imul(C,V))+Math.imul(L,U)|0,i=Math.imul(L,V),n=n+Math.imul(A,H)|0,a=(a=a+Math.imul(A,G)|0)+Math.imul(S,H)|0,i=i+Math.imul(S,G)|0,n=n+Math.imul(T,W)|0,a=(a=a+Math.imul(T,Z)|0)+Math.imul(k,W)|0,i=i+Math.imul(k,Z)|0,n=n+Math.imul(b,J)|0,a=(a=a+Math.imul(b,K)|0)+Math.imul(_,J)|0,i=i+Math.imul(_,K)|0,n=n+Math.imul(v,$)|0,a=(a=a+Math.imul(v,tt)|0)+Math.imul(y,$)|0,i=i+Math.imul(y,tt)|0,n=n+Math.imul(d,rt)|0,a=(a=a+Math.imul(d,nt)|0)+Math.imul(g,rt)|0,i=i+Math.imul(g,nt)|0;var wt=(c+(n=n+Math.imul(h,it)|0)|0)+((8191&(a=(a=a+Math.imul(h,ot)|0)+Math.imul(f,it)|0))<<13)|0;c=((i=i+Math.imul(f,ot)|0)+(a>>>13)|0)+(wt>>>26)|0,wt&=67108863,n=Math.imul(I,U),a=(a=Math.imul(I,V))+Math.imul(z,U)|0,i=Math.imul(z,V),n=n+Math.imul(C,H)|0,a=(a=a+Math.imul(C,G)|0)+Math.imul(L,H)|0,i=i+Math.imul(L,G)|0,n=n+Math.imul(A,W)|0,a=(a=a+Math.imul(A,Z)|0)+Math.imul(S,W)|0,i=i+Math.imul(S,Z)|0,n=n+Math.imul(T,J)|0,a=(a=a+Math.imul(T,K)|0)+Math.imul(k,J)|0,i=i+Math.imul(k,K)|0,n=n+Math.imul(b,$)|0,a=(a=a+Math.imul(b,tt)|0)+Math.imul(_,$)|0,i=i+Math.imul(_,tt)|0,n=n+Math.imul(v,rt)|0,a=(a=a+Math.imul(v,nt)|0)+Math.imul(y,rt)|0,i=i+Math.imul(y,nt)|0,n=n+Math.imul(d,it)|0,a=(a=a+Math.imul(d,ot)|0)+Math.imul(g,it)|0,i=i+Math.imul(g,ot)|0;var Tt=(c+(n=n+Math.imul(h,lt)|0)|0)+((8191&(a=(a=a+Math.imul(h,ct)|0)+Math.imul(f,lt)|0))<<13)|0;c=((i=i+Math.imul(f,ct)|0)+(a>>>13)|0)+(Tt>>>26)|0,Tt&=67108863,n=Math.imul(D,U),a=(a=Math.imul(D,V))+Math.imul(R,U)|0,i=Math.imul(R,V),n=n+Math.imul(I,H)|0,a=(a=a+Math.imul(I,G)|0)+Math.imul(z,H)|0,i=i+Math.imul(z,G)|0,n=n+Math.imul(C,W)|0,a=(a=a+Math.imul(C,Z)|0)+Math.imul(L,W)|0,i=i+Math.imul(L,Z)|0,n=n+Math.imul(A,J)|0,a=(a=a+Math.imul(A,K)|0)+Math.imul(S,J)|0,i=i+Math.imul(S,K)|0,n=n+Math.imul(T,$)|0,a=(a=a+Math.imul(T,tt)|0)+Math.imul(k,$)|0,i=i+Math.imul(k,tt)|0,n=n+Math.imul(b,rt)|0,a=(a=a+Math.imul(b,nt)|0)+Math.imul(_,rt)|0,i=i+Math.imul(_,nt)|0,n=n+Math.imul(v,it)|0,a=(a=a+Math.imul(v,ot)|0)+Math.imul(y,it)|0,i=i+Math.imul(y,ot)|0,n=n+Math.imul(d,lt)|0,a=(a=a+Math.imul(d,ct)|0)+Math.imul(g,lt)|0,i=i+Math.imul(g,ct)|0;var kt=(c+(n=n+Math.imul(h,ht)|0)|0)+((8191&(a=(a=a+Math.imul(h,ft)|0)+Math.imul(f,ht)|0))<<13)|0;c=((i=i+Math.imul(f,ft)|0)+(a>>>13)|0)+(kt>>>26)|0,kt&=67108863,n=Math.imul(B,U),a=(a=Math.imul(B,V))+Math.imul(N,U)|0,i=Math.imul(N,V),n=n+Math.imul(D,H)|0,a=(a=a+Math.imul(D,G)|0)+Math.imul(R,H)|0,i=i+Math.imul(R,G)|0,n=n+Math.imul(I,W)|0,a=(a=a+Math.imul(I,Z)|0)+Math.imul(z,W)|0,i=i+Math.imul(z,Z)|0,n=n+Math.imul(C,J)|0,a=(a=a+Math.imul(C,K)|0)+Math.imul(L,J)|0,i=i+Math.imul(L,K)|0,n=n+Math.imul(A,$)|0,a=(a=a+Math.imul(A,tt)|0)+Math.imul(S,$)|0,i=i+Math.imul(S,tt)|0,n=n+Math.imul(T,rt)|0,a=(a=a+Math.imul(T,nt)|0)+Math.imul(k,rt)|0,i=i+Math.imul(k,nt)|0,n=n+Math.imul(b,it)|0,a=(a=a+Math.imul(b,ot)|0)+Math.imul(_,it)|0,i=i+Math.imul(_,ot)|0,n=n+Math.imul(v,lt)|0,a=(a=a+Math.imul(v,ct)|0)+Math.imul(y,lt)|0,i=i+Math.imul(y,ct)|0,n=n+Math.imul(d,ht)|0,a=(a=a+Math.imul(d,ft)|0)+Math.imul(g,ht)|0,i=i+Math.imul(g,ft)|0;var Mt=(c+(n=n+Math.imul(h,dt)|0)|0)+((8191&(a=(a=a+Math.imul(h,gt)|0)+Math.imul(f,dt)|0))<<13)|0;c=((i=i+Math.imul(f,gt)|0)+(a>>>13)|0)+(Mt>>>26)|0,Mt&=67108863,n=Math.imul(B,H),a=(a=Math.imul(B,G))+Math.imul(N,H)|0,i=Math.imul(N,G),n=n+Math.imul(D,W)|0,a=(a=a+Math.imul(D,Z)|0)+Math.imul(R,W)|0,i=i+Math.imul(R,Z)|0,n=n+Math.imul(I,J)|0,a=(a=a+Math.imul(I,K)|0)+Math.imul(z,J)|0,i=i+Math.imul(z,K)|0,n=n+Math.imul(C,$)|0,a=(a=a+Math.imul(C,tt)|0)+Math.imul(L,$)|0,i=i+Math.imul(L,tt)|0,n=n+Math.imul(A,rt)|0,a=(a=a+Math.imul(A,nt)|0)+Math.imul(S,rt)|0,i=i+Math.imul(S,nt)|0,n=n+Math.imul(T,it)|0,a=(a=a+Math.imul(T,ot)|0)+Math.imul(k,it)|0,i=i+Math.imul(k,ot)|0,n=n+Math.imul(b,lt)|0,a=(a=a+Math.imul(b,ct)|0)+Math.imul(_,lt)|0,i=i+Math.imul(_,ct)|0,n=n+Math.imul(v,ht)|0,a=(a=a+Math.imul(v,ft)|0)+Math.imul(y,ht)|0,i=i+Math.imul(y,ft)|0;var At=(c+(n=n+Math.imul(d,dt)|0)|0)+((8191&(a=(a=a+Math.imul(d,gt)|0)+Math.imul(g,dt)|0))<<13)|0;c=((i=i+Math.imul(g,gt)|0)+(a>>>13)|0)+(At>>>26)|0,At&=67108863,n=Math.imul(B,W),a=(a=Math.imul(B,Z))+Math.imul(N,W)|0,i=Math.imul(N,Z),n=n+Math.imul(D,J)|0,a=(a=a+Math.imul(D,K)|0)+Math.imul(R,J)|0,i=i+Math.imul(R,K)|0,n=n+Math.imul(I,$)|0,a=(a=a+Math.imul(I,tt)|0)+Math.imul(z,$)|0,i=i+Math.imul(z,tt)|0,n=n+Math.imul(C,rt)|0,a=(a=a+Math.imul(C,nt)|0)+Math.imul(L,rt)|0,i=i+Math.imul(L,nt)|0,n=n+Math.imul(A,it)|0,a=(a=a+Math.imul(A,ot)|0)+Math.imul(S,it)|0,i=i+Math.imul(S,ot)|0,n=n+Math.imul(T,lt)|0,a=(a=a+Math.imul(T,ct)|0)+Math.imul(k,lt)|0,i=i+Math.imul(k,ct)|0,n=n+Math.imul(b,ht)|0,a=(a=a+Math.imul(b,ft)|0)+Math.imul(_,ht)|0,i=i+Math.imul(_,ft)|0;var St=(c+(n=n+Math.imul(v,dt)|0)|0)+((8191&(a=(a=a+Math.imul(v,gt)|0)+Math.imul(y,dt)|0))<<13)|0;c=((i=i+Math.imul(y,gt)|0)+(a>>>13)|0)+(St>>>26)|0,St&=67108863,n=Math.imul(B,J),a=(a=Math.imul(B,K))+Math.imul(N,J)|0,i=Math.imul(N,K),n=n+Math.imul(D,$)|0,a=(a=a+Math.imul(D,tt)|0)+Math.imul(R,$)|0,i=i+Math.imul(R,tt)|0,n=n+Math.imul(I,rt)|0,a=(a=a+Math.imul(I,nt)|0)+Math.imul(z,rt)|0,i=i+Math.imul(z,nt)|0,n=n+Math.imul(C,it)|0,a=(a=a+Math.imul(C,ot)|0)+Math.imul(L,it)|0,i=i+Math.imul(L,ot)|0,n=n+Math.imul(A,lt)|0,a=(a=a+Math.imul(A,ct)|0)+Math.imul(S,lt)|0,i=i+Math.imul(S,ct)|0,n=n+Math.imul(T,ht)|0,a=(a=a+Math.imul(T,ft)|0)+Math.imul(k,ht)|0,i=i+Math.imul(k,ft)|0;var Et=(c+(n=n+Math.imul(b,dt)|0)|0)+((8191&(a=(a=a+Math.imul(b,gt)|0)+Math.imul(_,dt)|0))<<13)|0;c=((i=i+Math.imul(_,gt)|0)+(a>>>13)|0)+(Et>>>26)|0,Et&=67108863,n=Math.imul(B,$),a=(a=Math.imul(B,tt))+Math.imul(N,$)|0,i=Math.imul(N,tt),n=n+Math.imul(D,rt)|0,a=(a=a+Math.imul(D,nt)|0)+Math.imul(R,rt)|0,i=i+Math.imul(R,nt)|0,n=n+Math.imul(I,it)|0,a=(a=a+Math.imul(I,ot)|0)+Math.imul(z,it)|0,i=i+Math.imul(z,ot)|0,n=n+Math.imul(C,lt)|0,a=(a=a+Math.imul(C,ct)|0)+Math.imul(L,lt)|0,i=i+Math.imul(L,ct)|0,n=n+Math.imul(A,ht)|0,a=(a=a+Math.imul(A,ft)|0)+Math.imul(S,ht)|0,i=i+Math.imul(S,ft)|0;var Ct=(c+(n=n+Math.imul(T,dt)|0)|0)+((8191&(a=(a=a+Math.imul(T,gt)|0)+Math.imul(k,dt)|0))<<13)|0;c=((i=i+Math.imul(k,gt)|0)+(a>>>13)|0)+(Ct>>>26)|0,Ct&=67108863,n=Math.imul(B,rt),a=(a=Math.imul(B,nt))+Math.imul(N,rt)|0,i=Math.imul(N,nt),n=n+Math.imul(D,it)|0,a=(a=a+Math.imul(D,ot)|0)+Math.imul(R,it)|0,i=i+Math.imul(R,ot)|0,n=n+Math.imul(I,lt)|0,a=(a=a+Math.imul(I,ct)|0)+Math.imul(z,lt)|0,i=i+Math.imul(z,ct)|0,n=n+Math.imul(C,ht)|0,a=(a=a+Math.imul(C,ft)|0)+Math.imul(L,ht)|0,i=i+Math.imul(L,ft)|0;var Lt=(c+(n=n+Math.imul(A,dt)|0)|0)+((8191&(a=(a=a+Math.imul(A,gt)|0)+Math.imul(S,dt)|0))<<13)|0;c=((i=i+Math.imul(S,gt)|0)+(a>>>13)|0)+(Lt>>>26)|0,Lt&=67108863,n=Math.imul(B,it),a=(a=Math.imul(B,ot))+Math.imul(N,it)|0,i=Math.imul(N,ot),n=n+Math.imul(D,lt)|0,a=(a=a+Math.imul(D,ct)|0)+Math.imul(R,lt)|0,i=i+Math.imul(R,ct)|0,n=n+Math.imul(I,ht)|0,a=(a=a+Math.imul(I,ft)|0)+Math.imul(z,ht)|0,i=i+Math.imul(z,ft)|0;var Pt=(c+(n=n+Math.imul(C,dt)|0)|0)+((8191&(a=(a=a+Math.imul(C,gt)|0)+Math.imul(L,dt)|0))<<13)|0;c=((i=i+Math.imul(L,gt)|0)+(a>>>13)|0)+(Pt>>>26)|0,Pt&=67108863,n=Math.imul(B,lt),a=(a=Math.imul(B,ct))+Math.imul(N,lt)|0,i=Math.imul(N,ct),n=n+Math.imul(D,ht)|0,a=(a=a+Math.imul(D,ft)|0)+Math.imul(R,ht)|0,i=i+Math.imul(R,ft)|0;var It=(c+(n=n+Math.imul(I,dt)|0)|0)+((8191&(a=(a=a+Math.imul(I,gt)|0)+Math.imul(z,dt)|0))<<13)|0;c=((i=i+Math.imul(z,gt)|0)+(a>>>13)|0)+(It>>>26)|0,It&=67108863,n=Math.imul(B,ht),a=(a=Math.imul(B,ft))+Math.imul(N,ht)|0,i=Math.imul(N,ft);var zt=(c+(n=n+Math.imul(D,dt)|0)|0)+((8191&(a=(a=a+Math.imul(D,gt)|0)+Math.imul(R,dt)|0))<<13)|0;c=((i=i+Math.imul(R,gt)|0)+(a>>>13)|0)+(zt>>>26)|0,zt&=67108863;var Ot=(c+(n=Math.imul(B,dt))|0)+((8191&(a=(a=Math.imul(B,gt))+Math.imul(N,dt)|0))<<13)|0;return c=((i=Math.imul(N,gt))+(a>>>13)|0)+(Ot>>>26)|0,Ot&=67108863,l[0]=mt,l[1]=vt,l[2]=yt,l[3]=xt,l[4]=bt,l[5]=_t,l[6]=wt,l[7]=Tt,l[8]=kt,l[9]=Mt,l[10]=At,l[11]=St,l[12]=Et,l[13]=Ct,l[14]=Lt,l[15]=Pt,l[16]=It,l[17]=zt,l[18]=Ot,0!==c&&(l[19]=c,r.length++),r};function d(t,e,r){return(new g).mulp(t,e,r)}function g(t,e){this.x=t,this.y=e}Math.imul||(p=f),i.prototype.mulTo=function(t,e){var r=this.length+t.length;return 10===this.length&&10===t.length?p(this,t,e):r<63?f(this,t,e):r<1024?function(t,e,r){r.negative=e.negative^t.negative,r.length=t.length+e.length;for(var n=0,a=0,i=0;i<r.length-1;i++){var o=a;a=0;for(var s=67108863&n,l=Math.min(i,e.length-1),c=Math.max(0,i-t.length+1);c<=l;c++){var u=i-c,h=(0|t.words[u])*(0|e.words[c]),f=67108863&h;s=67108863&(f=f+s|0),a+=(o=(o=o+(h/67108864|0)|0)+(f>>>26)|0)>>>26,o&=67108863}r.words[i]=s,n=o,o=a}return 0!==n?r.words[i]=n:r.length--,r.strip()}(this,t,e):d(this,t,e)},g.prototype.makeRBT=function(t){for(var e=new Array(t),r=i.prototype._countBits(t)-1,n=0;n<t;n++)e[n]=this.revBin(n,r,t);return e},g.prototype.revBin=function(t,e,r){if(0===t||t===r-1)return t;for(var n=0,a=0;a<e;a++)n|=(1&t)<<e-a-1,t>>=1;return n},g.prototype.permute=function(t,e,r,n,a,i){for(var o=0;o<i;o++)n[o]=e[t[o]],a[o]=r[t[o]]},g.prototype.transform=function(t,e,r,n,a,i){this.permute(i,t,e,r,n,a);for(var o=1;o<a;o<<=1)for(var s=o<<1,l=Math.cos(2*Math.PI/s),c=Math.sin(2*Math.PI/s),u=0;u<a;u+=s)for(var h=l,f=c,p=0;p<o;p++){var d=r[u+p],g=n[u+p],m=r[u+p+o],v=n[u+p+o],y=h*m-f*v;v=h*v+f*m,m=y,r[u+p]=d+m,n[u+p]=g+v,r[u+p+o]=d-m,n[u+p+o]=g-v,p!==s&&(y=l*h-c*f,f=l*f+c*h,h=y)}},g.prototype.guessLen13b=function(t,e){var r=1|Math.max(e,t),n=1&r,a=0;for(r=r/2|0;r;r>>>=1)a++;return 1<<a+1+n},g.prototype.conjugate=function(t,e,r){if(!(r<=1))for(var n=0;n<r/2;n++){var a=t[n];t[n]=t[r-n-1],t[r-n-1]=a,a=e[n],e[n]=-e[r-n-1],e[r-n-1]=-a}},g.prototype.normalize13b=function(t,e){for(var r=0,n=0;n<e/2;n++){var a=8192*Math.round(t[2*n+1]/e)+Math.round(t[2*n]/e)+r;t[n]=67108863&a,r=a<67108864?0:a/67108864|0}return t},g.prototype.convert13b=function(t,e,r,a){for(var i=0,o=0;o<e;o++)i+=0|t[o],r[2*o]=8191&i,i>>>=13,r[2*o+1]=8191&i,i>>>=13;for(o=2*e;o<a;++o)r[o]=0;n(0===i),n(0==(-8192&i))},g.prototype.stub=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=0;return e},g.prototype.mulp=function(t,e,r){var n=2*this.guessLen13b(t.length,e.length),a=this.makeRBT(n),i=this.stub(n),o=new Array(n),s=new Array(n),l=new Array(n),c=new Array(n),u=new Array(n),h=new Array(n),f=r.words;f.length=n,this.convert13b(t.words,t.length,o,n),this.convert13b(e.words,e.length,c,n),this.transform(o,i,s,l,n,a),this.transform(c,i,u,h,n,a);for(var p=0;p<n;p++){var d=s[p]*u[p]-l[p]*h[p];l[p]=s[p]*h[p]+l[p]*u[p],s[p]=d}return this.conjugate(s,l,n),this.transform(s,l,f,i,n,a),this.conjugate(f,i,n),this.normalize13b(f,n),r.negative=t.negative^e.negative,r.length=t.length+e.length,r.strip()},i.prototype.mul=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),this.mulTo(t,e)},i.prototype.mulf=function(t){var e=new i(null);return e.words=new Array(this.length+t.length),d(this,t,e)},i.prototype.imul=function(t){return this.clone().mulTo(t,this)},i.prototype.imuln=function(t){n(\"number\"==typeof t),n(t<67108864);for(var e=0,r=0;r<this.length;r++){var a=(0|this.words[r])*t,i=(67108863&a)+(67108863&e);e>>=26,e+=a/67108864|0,e+=i>>>26,this.words[r]=67108863&i}return 0!==e&&(this.words[r]=e,this.length++),this},i.prototype.muln=function(t){return this.clone().imuln(t)},i.prototype.sqr=function(){return this.mul(this)},i.prototype.isqr=function(){return this.imul(this.clone())},i.prototype.pow=function(t){var e=function(t){for(var e=new Array(t.bitLength()),r=0;r<e.length;r++){var n=r/26|0,a=r%26;e[r]=(t.words[n]&1<<a)>>>a}return e}(t);if(0===e.length)return new i(1);for(var r=this,n=0;n<e.length&&0===e[n];n++,r=r.sqr());if(++n<e.length)for(var a=r.sqr();n<e.length;n++,a=a.sqr())0!==e[n]&&(r=r.mul(a));return r},i.prototype.iushln=function(t){n(\"number\"==typeof t&&t>=0);var e,r=t%26,a=(t-r)/26,i=67108863>>>26-r<<26-r;if(0!==r){var o=0;for(e=0;e<this.length;e++){var s=this.words[e]&i,l=(0|this.words[e])-s<<r;this.words[e]=l|o,o=s>>>26-r}o&&(this.words[e]=o,this.length++)}if(0!==a){for(e=this.length-1;e>=0;e--)this.words[e+a]=this.words[e];for(e=0;e<a;e++)this.words[e]=0;this.length+=a}return this.strip()},i.prototype.ishln=function(t){return n(0===this.negative),this.iushln(t)},i.prototype.iushrn=function(t,e,r){var a;n(\"number\"==typeof t&&t>=0),a=e?(e-e%26)/26:0;var i=t%26,o=Math.min((t-i)/26,this.length),s=67108863^67108863>>>i<<i,l=r;if(a-=o,a=Math.max(0,a),l){for(var c=0;c<o;c++)l.words[c]=this.words[c];l.length=o}if(0===o);else if(this.length>o)for(this.length-=o,c=0;c<this.length;c++)this.words[c]=this.words[c+o];else this.words[0]=0,this.length=1;var u=0;for(c=this.length-1;c>=0&&(0!==u||c>=a);c--){var h=0|this.words[c];this.words[c]=u<<26-i|h>>>i,u=h&s}return l&&0!==u&&(l.words[l.length++]=u),0===this.length&&(this.words[0]=0,this.length=1),this.strip()},i.prototype.ishrn=function(t,e,r){return n(0===this.negative),this.iushrn(t,e,r)},i.prototype.shln=function(t){return this.clone().ishln(t)},i.prototype.ushln=function(t){return this.clone().iushln(t)},i.prototype.shrn=function(t){return this.clone().ishrn(t)},i.prototype.ushrn=function(t){return this.clone().iushrn(t)},i.prototype.testn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26,a=1<<e;return!(this.length<=r)&&!!(this.words[r]&a)},i.prototype.imaskn=function(t){n(\"number\"==typeof t&&t>=0);var e=t%26,r=(t-e)/26;if(n(0===this.negative,\"imaskn works only with positive numbers\"),this.length<=r)return this;if(0!==e&&r++,this.length=Math.min(r,this.length),0!==e){var a=67108863^67108863>>>e<<e;this.words[this.length-1]&=a}return this.strip()},i.prototype.maskn=function(t){return this.clone().imaskn(t)},i.prototype.iaddn=function(t){return n(\"number\"==typeof t),n(t<67108864),t<0?this.isubn(-t):0!==this.negative?1===this.length&&(0|this.words[0])<t?(this.words[0]=t-(0|this.words[0]),this.negative=0,this):(this.negative=0,this.isubn(t),this.negative=1,this):this._iaddn(t)},i.prototype._iaddn=function(t){this.words[0]+=t;for(var e=0;e<this.length&&this.words[e]>=67108864;e++)this.words[e]-=67108864,e===this.length-1?this.words[e+1]=1:this.words[e+1]++;return this.length=Math.max(this.length,e+1),this},i.prototype.isubn=function(t){if(n(\"number\"==typeof t),n(t<67108864),t<0)return this.iaddn(-t);if(0!==this.negative)return this.negative=0,this.iaddn(t),this.negative=1,this;if(this.words[0]-=t,1===this.length&&this.words[0]<0)this.words[0]=-this.words[0],this.negative=1;else for(var e=0;e<this.length&&this.words[e]<0;e++)this.words[e]+=67108864,this.words[e+1]-=1;return this.strip()},i.prototype.addn=function(t){return this.clone().iaddn(t)},i.prototype.subn=function(t){return this.clone().isubn(t)},i.prototype.iabs=function(){return this.negative=0,this},i.prototype.abs=function(){return this.clone().iabs()},i.prototype._ishlnsubmul=function(t,e,r){var a,i,o=t.length+r;this._expand(o);var s=0;for(a=0;a<t.length;a++){i=(0|this.words[a+r])+s;var l=(0|t.words[a])*e;s=((i-=67108863&l)>>26)-(l/67108864|0),this.words[a+r]=67108863&i}for(;a<this.length-r;a++)s=(i=(0|this.words[a+r])+s)>>26,this.words[a+r]=67108863&i;if(0===s)return this.strip();for(n(-1===s),s=0,a=0;a<this.length;a++)s=(i=-(0|this.words[a])+s)>>26,this.words[a]=67108863&i;return this.negative=1,this.strip()},i.prototype._wordDiv=function(t,e){var r=(this.length,t.length),n=this.clone(),a=t,o=0|a.words[a.length-1];0!==(r=26-this._countBits(o))&&(a=a.ushln(r),n.iushln(r),o=0|a.words[a.length-1]);var s,l=n.length-a.length;if(\"mod\"!==e){(s=new i(null)).length=l+1,s.words=new Array(s.length);for(var c=0;c<s.length;c++)s.words[c]=0}var u=n.clone()._ishlnsubmul(a,1,l);0===u.negative&&(n=u,s&&(s.words[l]=1));for(var h=l-1;h>=0;h--){var f=67108864*(0|n.words[a.length+h])+(0|n.words[a.length+h-1]);for(f=Math.min(f/o|0,67108863),n._ishlnsubmul(a,f,h);0!==n.negative;)f--,n.negative=0,n._ishlnsubmul(a,1,h),n.isZero()||(n.negative^=1);s&&(s.words[h]=f)}return s&&s.strip(),n.strip(),\"div\"!==e&&0!==r&&n.iushrn(r),{div:s||null,mod:n}},i.prototype.divmod=function(t,e,r){return n(!t.isZero()),this.isZero()?{div:new i(0),mod:new i(0)}:0!==this.negative&&0===t.negative?(s=this.neg().divmod(t,e),\"mod\"!==e&&(a=s.div.neg()),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.iadd(t)),{div:a,mod:o}):0===this.negative&&0!==t.negative?(s=this.divmod(t.neg(),e),\"mod\"!==e&&(a=s.div.neg()),{div:a,mod:s.mod}):0!=(this.negative&t.negative)?(s=this.neg().divmod(t.neg(),e),\"div\"!==e&&(o=s.mod.neg(),r&&0!==o.negative&&o.isub(t)),{div:s.div,mod:o}):t.length>this.length||this.cmp(t)<0?{div:new i(0),mod:this}:1===t.length?\"div\"===e?{div:this.divn(t.words[0]),mod:null}:\"mod\"===e?{div:null,mod:new i(this.modn(t.words[0]))}:{div:this.divn(t.words[0]),mod:new i(this.modn(t.words[0]))}:this._wordDiv(t,e);var a,o,s},i.prototype.div=function(t){return this.divmod(t,\"div\",!1).div},i.prototype.mod=function(t){return this.divmod(t,\"mod\",!1).mod},i.prototype.umod=function(t){return this.divmod(t,\"mod\",!0).mod},i.prototype.divRound=function(t){var e=this.divmod(t);if(e.mod.isZero())return e.div;var r=0!==e.div.negative?e.mod.isub(t):e.mod,n=t.ushrn(1),a=t.andln(1),i=r.cmp(n);return i<0||1===a&&0===i?e.div:0!==e.div.negative?e.div.isubn(1):e.div.iaddn(1)},i.prototype.modn=function(t){n(t<=67108863);for(var e=(1<<26)%t,r=0,a=this.length-1;a>=0;a--)r=(e*r+(0|this.words[a]))%t;return r},i.prototype.idivn=function(t){n(t<=67108863);for(var e=0,r=this.length-1;r>=0;r--){var a=(0|this.words[r])+67108864*e;this.words[r]=a/t|0,e=a%t}return this.strip()},i.prototype.divn=function(t){return this.clone().idivn(t)},i.prototype.egcd=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a=new i(1),o=new i(0),s=new i(0),l=new i(1),c=0;e.isEven()&&r.isEven();)e.iushrn(1),r.iushrn(1),++c;for(var u=r.clone(),h=e.clone();!e.isZero();){for(var f=0,p=1;0==(e.words[0]&p)&&f<26;++f,p<<=1);if(f>0)for(e.iushrn(f);f-- >0;)(a.isOdd()||o.isOdd())&&(a.iadd(u),o.isub(h)),a.iushrn(1),o.iushrn(1);for(var d=0,g=1;0==(r.words[0]&g)&&d<26;++d,g<<=1);if(d>0)for(r.iushrn(d);d-- >0;)(s.isOdd()||l.isOdd())&&(s.iadd(u),l.isub(h)),s.iushrn(1),l.iushrn(1);e.cmp(r)>=0?(e.isub(r),a.isub(s),o.isub(l)):(r.isub(e),s.isub(a),l.isub(o))}return{a:s,b:l,gcd:r.iushln(c)}},i.prototype._invmp=function(t){n(0===t.negative),n(!t.isZero());var e=this,r=t.clone();e=0!==e.negative?e.umod(t):e.clone();for(var a,o=new i(1),s=new i(0),l=r.clone();e.cmpn(1)>0&&r.cmpn(1)>0;){for(var c=0,u=1;0==(e.words[0]&u)&&c<26;++c,u<<=1);if(c>0)for(e.iushrn(c);c-- >0;)o.isOdd()&&o.iadd(l),o.iushrn(1);for(var h=0,f=1;0==(r.words[0]&f)&&h<26;++h,f<<=1);if(h>0)for(r.iushrn(h);h-- >0;)s.isOdd()&&s.iadd(l),s.iushrn(1);e.cmp(r)>=0?(e.isub(r),o.isub(s)):(r.isub(e),s.isub(o))}return(a=0===e.cmpn(1)?o:s).cmpn(0)<0&&a.iadd(t),a},i.prototype.gcd=function(t){if(this.isZero())return t.abs();if(t.isZero())return this.abs();var e=this.clone(),r=t.clone();e.negative=0,r.negative=0;for(var n=0;e.isEven()&&r.isEven();n++)e.iushrn(1),r.iushrn(1);for(;;){for(;e.isEven();)e.iushrn(1);for(;r.isEven();)r.iushrn(1);var a=e.cmp(r);if(a<0){var i=e;e=r,r=i}else if(0===a||0===r.cmpn(1))break;e.isub(r)}return r.iushln(n)},i.prototype.invm=function(t){return this.egcd(t).a.umod(t)},i.prototype.isEven=function(){return 0==(1&this.words[0])},i.prototype.isOdd=function(){return 1==(1&this.words[0])},i.prototype.andln=function(t){return this.words[0]&t},i.prototype.bincn=function(t){n(\"number\"==typeof t);var e=t%26,r=(t-e)/26,a=1<<e;if(this.length<=r)return this._expand(r+1),this.words[r]|=a,this;for(var i=a,o=r;0!==i&&o<this.length;o++){var s=0|this.words[o];i=(s+=i)>>>26,s&=67108863,this.words[o]=s}return 0!==i&&(this.words[o]=i,this.length++),this},i.prototype.isZero=function(){return 1===this.length&&0===this.words[0]},i.prototype.cmpn=function(t){var e,r=t<0;if(0!==this.negative&&!r)return-1;if(0===this.negative&&r)return 1;if(this.strip(),this.length>1)e=1;else{r&&(t=-t),n(t<=67108863,\"Number is too big\");var a=0|this.words[0];e=a===t?0:a<t?-1:1}return 0!==this.negative?0|-e:e},i.prototype.cmp=function(t){if(0!==this.negative&&0===t.negative)return-1;if(0===this.negative&&0!==t.negative)return 1;var e=this.ucmp(t);return 0!==this.negative?0|-e:e},i.prototype.ucmp=function(t){if(this.length>t.length)return 1;if(this.length<t.length)return-1;for(var e=0,r=this.length-1;r>=0;r--){var n=0|this.words[r],a=0|t.words[r];if(n!==a){n<a?e=-1:n>a&&(e=1);break}}return e},i.prototype.gtn=function(t){return 1===this.cmpn(t)},i.prototype.gt=function(t){return 1===this.cmp(t)},i.prototype.gten=function(t){return this.cmpn(t)>=0},i.prototype.gte=function(t){return this.cmp(t)>=0},i.prototype.ltn=function(t){return-1===this.cmpn(t)},i.prototype.lt=function(t){return-1===this.cmp(t)},i.prototype.lten=function(t){return this.cmpn(t)<=0},i.prototype.lte=function(t){return this.cmp(t)<=0},i.prototype.eqn=function(t){return 0===this.cmpn(t)},i.prototype.eq=function(t){return 0===this.cmp(t)},i.red=function(t){return new w(t)},i.prototype.toRed=function(t){return n(!this.red,\"Already a number in reduction context\"),n(0===this.negative,\"red works only with positives\"),t.convertTo(this)._forceRed(t)},i.prototype.fromRed=function(){return n(this.red,\"fromRed works only with numbers in reduction context\"),this.red.convertFrom(this)},i.prototype._forceRed=function(t){return this.red=t,this},i.prototype.forceRed=function(t){return n(!this.red,\"Already a number in reduction context\"),this._forceRed(t)},i.prototype.redAdd=function(t){return n(this.red,\"redAdd works only with red numbers\"),this.red.add(this,t)},i.prototype.redIAdd=function(t){return n(this.red,\"redIAdd works only with red numbers\"),this.red.iadd(this,t)},i.prototype.redSub=function(t){return n(this.red,\"redSub works only with red numbers\"),this.red.sub(this,t)},i.prototype.redISub=function(t){return n(this.red,\"redISub works only with red numbers\"),this.red.isub(this,t)},i.prototype.redShl=function(t){return n(this.red,\"redShl works only with red numbers\"),this.red.shl(this,t)},i.prototype.redMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.mul(this,t)},i.prototype.redIMul=function(t){return n(this.red,\"redMul works only with red numbers\"),this.red._verify2(this,t),this.red.imul(this,t)},i.prototype.redSqr=function(){return n(this.red,\"redSqr works only with red numbers\"),this.red._verify1(this),this.red.sqr(this)},i.prototype.redISqr=function(){return n(this.red,\"redISqr works only with red numbers\"),this.red._verify1(this),this.red.isqr(this)},i.prototype.redSqrt=function(){return n(this.red,\"redSqrt works only with red numbers\"),this.red._verify1(this),this.red.sqrt(this)},i.prototype.redInvm=function(){return n(this.red,\"redInvm works only with red numbers\"),this.red._verify1(this),this.red.invm(this)},i.prototype.redNeg=function(){return n(this.red,\"redNeg works only with red numbers\"),this.red._verify1(this),this.red.neg(this)},i.prototype.redPow=function(t){return n(this.red&&!t.red,\"redPow(normalNum)\"),this.red._verify1(this),this.red.pow(this,t)};var m={k256:null,p224:null,p192:null,p25519:null};function v(t,e){this.name=t,this.p=new i(e,16),this.n=this.p.bitLength(),this.k=new i(1).iushln(this.n).isub(this.p),this.tmp=this._tmp()}function y(){v.call(this,\"k256\",\"ffffffff ffffffff ffffffff ffffffff ffffffff ffffffff fffffffe fffffc2f\")}function x(){v.call(this,\"p224\",\"ffffffff ffffffff ffffffff ffffffff 00000000 00000000 00000001\")}function b(){v.call(this,\"p192\",\"ffffffff ffffffff ffffffff fffffffe ffffffff ffffffff\")}function _(){v.call(this,\"25519\",\"7fffffffffffffff ffffffffffffffff ffffffffffffffff ffffffffffffffed\")}function w(t){if(\"string\"==typeof t){var e=i._prime(t);this.m=e.p,this.prime=e}else n(t.gtn(1),\"modulus must be greater than 1\"),this.m=t,this.prime=null}function T(t){w.call(this,t),this.shift=this.m.bitLength(),this.shift%26!=0&&(this.shift+=26-this.shift%26),this.r=new i(1).iushln(this.shift),this.r2=this.imod(this.r.sqr()),this.rinv=this.r._invmp(this.m),this.minv=this.rinv.mul(this.r).isubn(1).div(this.m),this.minv=this.minv.umod(this.r),this.minv=this.r.sub(this.minv)}v.prototype._tmp=function(){var t=new i(null);return t.words=new Array(Math.ceil(this.n/13)),t},v.prototype.ireduce=function(t){var e,r=t;do{this.split(r,this.tmp),e=(r=(r=this.imulK(r)).iadd(this.tmp)).bitLength()}while(e>this.n);var n=e<this.n?-1:r.ucmp(this.p);return 0===n?(r.words[0]=0,r.length=1):n>0?r.isub(this.p):r.strip(),r},v.prototype.split=function(t,e){t.iushrn(this.n,0,e)},v.prototype.imulK=function(t){return t.imul(this.k)},a(y,v),y.prototype.split=function(t,e){for(var r=Math.min(t.length,9),n=0;n<r;n++)e.words[n]=t.words[n];if(e.length=r,t.length<=9)return t.words[0]=0,void(t.length=1);var a=t.words[9];for(e.words[e.length++]=4194303&a,n=10;n<t.length;n++){var i=0|t.words[n];t.words[n-10]=(4194303&i)<<4|a>>>22,a=i}a>>>=22,t.words[n-10]=a,0===a&&t.length>10?t.length-=10:t.length-=9},y.prototype.imulK=function(t){t.words[t.length]=0,t.words[t.length+1]=0,t.length+=2;for(var e=0,r=0;r<t.length;r++){var n=0|t.words[r];e+=977*n,t.words[r]=67108863&e,e=64*n+(e/67108864|0)}return 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r=t.mul(e),n=r.maskn(this.shift).mul(this.minv).imaskn(this.shift).mul(this.m),a=r.isub(n).iushrn(this.shift),o=a;return a.cmp(this.m)>=0?o=a.isub(this.m):a.cmpn(0)<0&&(o=a.iadd(this.m)),o._forceRed(this)},T.prototype.invm=function(t){return this.imod(t._invmp(this.m).mul(this.r2))._forceRed(this)}}(\"undefined\"==typeof e||e,this)},{buffer:108}],100:[function(t,e,r){\"use strict\";e.exports=function(t){var e,r,n,a=t.length,i=0;for(e=0;e<a;++e)i+=t[e].length;var o=new Array(i),s=0;for(e=0;e<a;++e){var l=t[e],c=l.length;for(r=0;r<c;++r){var u=o[s++]=new Array(c-1),h=0;for(n=0;n<c;++n)n!==r&&(u[h++]=l[n]);if(1&r){var f=u[1];u[1]=u[0],u[0]=f}}}return o}},{}],101:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){switch(arguments.length){case 1:return h(t);case 2:return\"function\"==typeof e?c(t,t,e,!0):f(t,e);case 3:return c(t,e,r,!1);default:throw new Error(\"box-intersect: Invalid arguments\")}};var n,a=t(\"typedarray-pool\"),i=t(\"./lib/sweep\"),o=t(\"./lib/intersect\");function 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e=\"bruteForce\"+(t?\"Full\":\"Partial\"),r=[],a=n.slice();t||a.splice(3,0,\"fp\");var i=[\"function \"+e+\"(\"+a.join()+\"){\"];function o(e,a){var o=function(t,e,r){var a=\"bruteForce\"+(t?\"Red\":\"Blue\")+(e?\"Flip\":\"\")+(r?\"Full\":\"\"),i=[\"function \",a,\"(\",n.join(),\"){\",\"var \",\"es\",\"=2*\",\"d\",\";\"],o=\"for(var i=rs,rp=es*rs;i<re;++i,rp+=es){var x0=rb[ax+rp],x1=rb[ax+rp+d],xi=ri[i];\",s=\"for(var j=bs,bp=es*bs;j<be;++j,bp+=es){var y0=bb[ax+bp],\"+(r?\"y1=bb[ax+bp+d],\":\"\")+\"yi=bi[j];\";return t?i.push(o,\"Q\",\":\",s):i.push(s,\"Q\",\":\",o),r?i.push(\"if(y1<x0||x1<y0)continue;\"):e?i.push(\"if(y0<=x0||x1<y0)continue;\"):i.push(\"if(y0<x0||x1<y0)continue;\"),i.push(\"for(var k=ax+1;k<d;++k){var r0=rb[k+rp],r1=rb[k+d+rp],b0=bb[k+bp],b1=bb[k+d+bp];if(r1<b0||b1<r0)continue Q;}var rv=vv(\"),e?i.push(\"yi,xi\"):i.push(\"xi,yi\"),i.push(\");if(rv!==void 0)return rv;}}}\"),{name:a,code:i.join(\"\")}}(e,a,t);r.push(o.code),i.push(\"return 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0!==(A=l.scanComplete(t,L,e,P,I,U,V,z,O,q,H)))return A;continue}}else{if(t*Math.min(G,Y)<128){if(void 0!==(A=o(t,L,e,N,P,I,U,V,z,O,q,H)))return A;continue}if(t*G*Y<1<<22){if(void 0!==(A=l.scanBipartite(t,L,e,N,P,I,U,V,z,O,q,H)))return A;continue}}var W=h(t,L,P,I,U,V,F,B);if(P<W)if(t*(W-P)<128){if(void 0!==(A=s(t,L+1,e,P,W,U,V,z,O,q,H)))return A}else if(L===t-2){if(void 0!==(A=N?l.sweepBipartite(t,e,z,O,q,H,P,W,U,V):l.sweepBipartite(t,e,P,W,U,V,z,O,q,H)))return A}else x(S++,L+1,P,W,z,O,N,-1/0,1/0),x(S++,L+1,z,O,P,W,1^N,-1/0,1/0);if(W<I){var Z=c(t,L,z,O,q,H),X=q[E*Z+L],J=f(t,L,Z,O,q,H,X);if(J<O&&x(S++,L,W,I,J,O,(4|N)+(j?16:0),X,B),z<Z&&x(S++,L,W,I,z,Z,(2|N)+(j?16:0),F,X),Z+1===J){if(void 0!==(A=j?_(t,L,e,W,I,U,V,Z,q,H[Z]):b(t,L,e,N,W,I,U,V,Z,q,H[Z])))return A}else if(Z<J){var K;if(j){if(K=g(t,L,W,I,U,V,X),W<K){var Q=f(t,L,W,K,U,V,X);if(L===t-2){if(W<Q&&void 0!==(A=l.sweepComplete(t,e,W,Q,U,V,Z,J,q,H)))return A;if(Q<K&&void 0!==(A=l.sweepBipartite(t,e,Q,K,U,V,Z,J,q,H)))return A}else W<Q&&x(S++,L+1,W,Q,Z,J,16,-1/0,1/0),Q<K&&(x(S++,L+1,Q,K,Z,J,0,-1/0,1/0),x(S++,L+1,Z,J,Q,K,1,-1/0,1/0))}}else K=N?m(t,L,W,I,U,V,X):g(t,L,W,I,U,V,X),W<K&&(L===t-2?A=N?l.sweepBipartite(t,e,Z,J,q,H,W,K,U,V):l.sweepBipartite(t,e,W,K,U,V,Z,J,q,H):(x(S++,L+1,W,K,Z,J,N,-1/0,1/0),x(S++,L+1,Z,J,W,K,1^N,-1/0,1/0)))}}}}};var n=t(\"typedarray-pool\"),a=t(\"bit-twiddle\"),i=t(\"./brute\"),o=i.partial,s=i.full,l=t(\"./sweep\"),c=t(\"./median\"),u=t(\"./partition\"),h=u(\"!(lo>=p0)&&!(p1>=hi)\",[\"p0\",\"p1\"]),f=u(\"lo===p0\",[\"p0\"]),p=u(\"lo<p0\",[\"p0\"]),d=u(\"hi<=p0\",[\"p0\"]),g=u(\"lo<=p0&&p0<=hi\",[\"p0\"]),m=u(\"lo<p0&&p0<=hi\",[\"p0\"]),v=n.mallocInt32(1024),y=n.mallocDouble(1024);function x(t,e,r,n,a,i,o,s,l){var c=6*t;v[c]=e,v[c+1]=r,v[c+2]=n,v[c+3]=a,v[c+4]=i,v[c+5]=o;var u=2*t;y[u]=s,y[u+1]=l}function b(t,e,r,n,a,i,o,s,l,c,u){var h=2*t,f=l*h,p=c[f+e];t:for(var d=a,g=a*h;d<i;++d,g+=h){var m=o[g+e],v=o[g+e+t];if(!(p<m||v<p)&&(!n||p!==m)){for(var 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       "/*!\n",
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       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
       " */\n",
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       "/*!\n",
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       " * @license   Licensed under MIT license\n",
       " *            See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n",
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i=e(t,r.key);n.push(r),i<0&&(a=n.length),r=i<0?r.left:r.right}return n.length=a,new f(this,n)},l.lt=function(t){for(var e=this._compare,r=this.root,n=[],a=0;r;){var i=e(t,r.key);n.push(r),i>0&&(a=n.length),r=i<=0?r.left:r.right}return n.length=a,new f(this,n)},l.le=function(t){for(var e=this._compare,r=this.root,n=[],a=0;r;){var i=e(t,r.key);n.push(r),i>=0&&(a=n.length),r=i<0?r.left:r.right}return n.length=a,new f(this,n)},l.find=function(t){for(var e=this._compare,r=this.root,n=[];r;){var a=e(t,r.key);if(n.push(r),0===a)return new f(this,n);r=a<=0?r.left:r.right}return new f(this,[])},l.remove=function(t){var e=this.find(t);return e?e.remove():this},l.get=function(t){for(var e=this._compare,r=this.root;r;){var n=e(t,r.key);if(0===n)return r.value;r=n<=0?r.left:r.right}};var p=f.prototype;function d(t,e){t.key=e.key,t.value=e.value,t.left=e.left,t.right=e.right,t._color=e._color,t._count=e._count}function g(t,e){return t<e?-1:t>e?1:0}Object.defineProperty(p,\"valid\",{get:function(){return this._stack.length>0}}),Object.defineProperty(p,\"node\",{get:function(){return this._stack.length>0?this._stack[this._stack.length-1]:null},enumerable:!0}),p.clone=function(){return new f(this.tree,this._stack.slice())},p.remove=function(){var t=this._stack;if(0===t.length)return this.tree;var e=new Array(t.length),r=t[t.length-1];e[e.length-1]=new n(r._color,r.key,r.value,r.left,r.right,r._count);for(var l=t.length-2;l>=0;--l){(r=t[l]).left===t[l+1]?e[l]=new n(r._color,r.key,r.value,e[l+1],r.right,r._count):e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count)}if((r=e[e.length-1]).left&&r.right){var c=e.length;for(r=r.left;r.right;)e.push(r),r=r.right;var u=e[c-1];e.push(new n(r._color,u.key,u.value,r.left,r.right,r._count)),e[c-1].key=r.key,e[c-1].value=r.value;for(l=e.length-2;l>=c;--l)r=e[l],e[l]=new n(r._color,r.key,r.value,r.left,e[l+1],r._count);e[c-1].left=e[c]}if(0===(r=e[e.length-1])._color){var h=e[e.length-2];h.left===r?h.left=null:h.right===r&&(h.right=null),e.pop();for(l=0;l<e.length;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(r.left||r.right){r.left?d(r,r.left):r.right&&d(r,r.right),r._color=1;for(l=0;l<e.length-1;++l)e[l]._count--;return new s(this.tree._compare,e[0])}if(1===e.length)return new s(this.tree._compare,null);for(l=0;l<e.length;++l)e[l]._count--;var f=e[e.length-2];return function(t){for(var e,r,n,s,l=t.length-1;l>=0;--l){if(e=t[l],0===l)return void(e._color=1);if((r=t[l-1]).left===e){if((n=r.right).right&&0===n.right._color){if(s=(n=r.right=a(n)).right=a(n.right),r.right=n.left,n.left=r,n.right=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).left===r?c.left=n:c.right=n;return void(t[l-1]=n)}if(n.left&&0===n.left._color){if(s=(n=r.right=a(n)).left=a(n.left),r.right=s.left,n.left=s.right,s.left=r,s.right=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).left===r?c.left=s:c.right=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.right=i(0,n));r.right=i(0,n);continue}n=a(n),r.right=n.left,n.left=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).left===r?c.left=n:c.right=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}else{if((n=r.left).left&&0===n.left._color){if(s=(n=r.left=a(n)).left=a(n.left),r.left=n.right,n.right=r,n.left=s,n._color=r._color,e._color=1,r._color=1,s._color=1,o(r),o(n),l>1)(c=t[l-2]).right===r?c.right=n:c.left=n;return void(t[l-1]=n)}if(n.right&&0===n.right._color){if(s=(n=r.left=a(n)).right=a(n.right),r.left=s.right,n.right=s.left,s.right=r,s.left=n,s._color=r._color,r._color=1,n._color=1,e._color=1,o(r),o(n),o(s),l>1)(c=t[l-2]).right===r?c.right=s:c.left=s;return void(t[l-1]=s)}if(1===n._color){if(0===r._color)return r._color=1,void(r.left=i(0,n));r.left=i(0,n);continue}var c;n=a(n),r.left=n.right,n.right=r,n._color=r._color,r._color=0,o(r),o(n),l>1&&((c=t[l-2]).right===r?c.right=n:c.left=n),t[l-1]=n,t[l]=r,l+1<t.length?t[l+1]=e:t.push(e),l+=2}}}(e),f.left===r?f.left=null:f.right=null,new s(this.tree._compare,e[0])},Object.defineProperty(p,\"key\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].key},enumerable:!0}),Object.defineProperty(p,\"value\",{get:function(){if(this._stack.length>0)return this._stack[this._stack.length-1].value},enumerable:!0}),Object.defineProperty(p,\"index\",{get:function(){var t=0,e=this._stack;if(0===e.length){var r=this.tree.root;return r?r._count:0}e[e.length-1].left&&(t=e[e.length-1].left._count);for(var n=e.length-2;n>=0;--n)e[n+1]===e[n].right&&(++t,e[n].left&&(t+=e[n].left._count));return t},enumerable:!0}),p.next=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.right)for(e=e.right;e;)t.push(e),e=e.left;else for(t.pop();t.length>0&&t[t.length-1].right===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasNext\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].right)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].left===t[e])return!0;return!1}}),p.update=function(t){var e=this._stack;if(0===e.length)throw new Error(\"Can't update empty node!\");var r=new Array(e.length),a=e[e.length-1];r[r.length-1]=new n(a._color,a.key,t,a.left,a.right,a._count);for(var i=e.length-2;i>=0;--i)(a=e[i]).left===e[i+1]?r[i]=new n(a._color,a.key,a.value,r[i+1],a.right,a._count):r[i]=new n(a._color,a.key,a.value,a.left,r[i+1],a._count);return new s(this.tree._compare,r[0])},p.prev=function(){var t=this._stack;if(0!==t.length){var e=t[t.length-1];if(e.left)for(e=e.left;e;)t.push(e),e=e.right;else for(t.pop();t.length>0&&t[t.length-1].left===e;)e=t[t.length-1],t.pop()}},Object.defineProperty(p,\"hasPrev\",{get:function(){var t=this._stack;if(0===t.length)return!1;if(t[t.length-1].left)return!0;for(var e=t.length-1;e>0;--e)if(t[e-1].right===t[e])return!0;return!1}})},{}],248:[function(t,e,r){var n=[.9999999999998099,676.5203681218851,-1259.1392167224028,771.3234287776531,-176.6150291621406,12.507343278686905,-.13857109526572012,9984369578019572e-21,1.5056327351493116e-7],a=[.9999999999999971,57.15623566586292,-59.59796035547549,14.136097974741746,-.4919138160976202,3399464998481189e-20,4652362892704858e-20,-9837447530487956e-20,.0001580887032249125,-.00021026444172410488,.00021743961811521265,-.0001643181065367639,8441822398385275e-20,-26190838401581408e-21,36899182659531625e-22];function i(t){if(t<0)return Number(\"0/0\");for(var e=a[0],r=a.length-1;r>0;--r)e+=a[r]/(t+r);var n=t+607/128+.5;return.5*Math.log(2*Math.PI)+(t+.5)*Math.log(n)-n+Math.log(e)-Math.log(t)}e.exports=function t(e){if(e<.5)return Math.PI/(Math.sin(Math.PI*e)*t(1-e));if(e>100)return Math.exp(i(e));e-=1;for(var r=n[0],a=1;a<9;a++)r+=n[a]/(e+a);var o=e+7+.5;return Math.sqrt(2*Math.PI)*Math.pow(o,e+.5)*Math.exp(-o)*r},e.exports.log=i},{}],249:[function(t,e,r){e.exports=function(t,e){if(\"string\"!=typeof t)throw new TypeError(\"must specify type string\");if(e=e||{},\"undefined\"==typeof document&&!e.canvas)return null;var r=e.canvas||document.createElement(\"canvas\");\"number\"==typeof e.width&&(r.width=e.width);\"number\"==typeof e.height&&(r.height=e.height);var n,a=e;try{var i=[t];0===t.indexOf(\"webgl\")&&i.push(\"experimental-\"+t);for(var o=0;o<i.length;o++)if(n=r.getContext(i[o],a))return n}catch(t){n=null}return n||null}},{}],250:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=new u(t);return r.update(e),r};var n=t(\"./lib/text.js\"),a=t(\"./lib/lines.js\"),i=t(\"./lib/background.js\"),o=t(\"./lib/cube.js\"),s=t(\"./lib/ticks.js\"),l=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]);function c(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function u(t){this.gl=t,this.pixelRatio=1,this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.autoTicks=!0,this.tickSpacing=[1,1,1],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickAlign=[\"auto\",\"auto\",\"auto\"],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[10,10,10],this.lastCubeProps={cubeEdges:[0,0,0],axis:[0,0,0]},this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=\"sans-serif\",this.labelSize=[20,20,20],this.labelAngle=[0,0,0],this.labelAlign=[\"auto\",\"auto\",\"auto\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[10,10,10],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[0,0,0],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!1,!1,!1],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._firstInit=!0,this._text=null,this._lines=null,this._background=i(t)}var h=u.prototype;function f(){this.primalOffset=[0,0,0],this.primalMinor=[0,0,0],this.mirrorOffset=[0,0,0],this.mirrorMinor=[0,0,0]}h.update=function(t){function e(e,r,n){if(n in t){var a,i=t[n],o=this[n];(e?Array.isArray(i)&&Array.isArray(i[0]):Array.isArray(i))?this[n]=a=[r(i[0]),r(i[1]),r(i[2])]:this[n]=a=[r(i),r(i),r(i)];for(var s=0;s<3;++s)if(a[s]!==o[s])return!0}return!1}t=t||{};var r,i=e.bind(this,!1,Number),o=e.bind(this,!1,Boolean),l=e.bind(this,!1,String),c=e.bind(this,!0,(function(t){if(Array.isArray(t)){if(3===t.length)return[+t[0],+t[1],+t[2],1];if(4===t.length)return[+t[0],+t[1],+t[2],+t[3]]}return[0,0,0,1]})),u=!1,h=!1;if(\"bounds\"in t)for(var f=t.bounds,p=0;p<2;++p)for(var d=0;d<3;++d)f[p][d]!==this.bounds[p][d]&&(h=!0),this.bounds[p][d]=f[p][d];if(\"ticks\"in t){r=t.ticks,u=!0,this.autoTicks=!1;for(p=0;p<3;++p)this.tickSpacing[p]=0}else i(\"tickSpacing\")&&(this.autoTicks=!0,h=!0);if(this._firstInit&&(\"ticks\"in t||\"tickSpacing\"in t||(this.autoTicks=!0),h=!0,u=!0,this._firstInit=!1),h&&this.autoTicks&&(r=s.create(this.bounds,this.tickSpacing),u=!0),u){for(p=0;p<3;++p)r[p].sort((function(t,e){return t.x-e.x}));s.equal(r,this.ticks)?u=!1:this.ticks=r}o(\"tickEnable\"),l(\"tickFont\")&&(u=!0),i(\"tickSize\"),i(\"tickAngle\"),i(\"tickPad\"),c(\"tickColor\");var g=l(\"labels\");l(\"labelFont\")&&(g=!0),o(\"labelEnable\"),i(\"labelSize\"),i(\"labelPad\"),c(\"labelColor\"),o(\"lineEnable\"),o(\"lineMirror\"),i(\"lineWidth\"),c(\"lineColor\"),o(\"lineTickEnable\"),o(\"lineTickMirror\"),i(\"lineTickLength\"),i(\"lineTickWidth\"),c(\"lineTickColor\"),o(\"gridEnable\"),i(\"gridWidth\"),c(\"gridColor\"),o(\"zeroEnable\"),c(\"zeroLineColor\"),i(\"zeroLineWidth\"),o(\"backgroundEnable\"),c(\"backgroundColor\"),this._text?this._text&&(g||u)&&this._text.update(this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont):this._text=n(this.gl,this.bounds,this.labels,this.labelFont,this.ticks,this.tickFont),this._lines&&u&&(this._lines.dispose(),this._lines=null),this._lines||(this._lines=a(this.gl,this.bounds,this.ticks))};var p=[new f,new f,new f];function d(t,e,r,n,a){for(var i=t.primalOffset,o=t.primalMinor,s=t.mirrorOffset,l=t.mirrorMinor,c=n[e],u=0;u<3;++u)if(e!==u){var h=i,f=s,p=o,d=l;c&1<<u&&(h=s,f=i,p=l,d=o),h[u]=r[0][u],f[u]=r[1][u],a[u]>0?(p[u]=-1,d[u]=0):(p[u]=0,d[u]=1)}}var g=[0,0,0],m={model:l,view:l,projection:l,_ortho:!1};h.isOpaque=function(){return!0},h.isTransparent=function(){return!1},h.drawTransparent=function(t){};var v=[0,0,0],y=[0,0,0],x=[0,0,0];h.draw=function(t){t=t||m;for(var e=this.gl,r=t.model||l,n=t.view||l,a=t.projection||l,i=this.bounds,s=t._ortho||!1,u=o(r,n,a,i,s),h=u.cubeEdges,f=u.axis,b=n[12],_=n[13],w=n[14],T=n[15],k=(s?2:1)*this.pixelRatio*(a[3]*b+a[7]*_+a[11]*w+a[15]*T)/e.drawingBufferHeight,M=0;M<3;++M)this.lastCubeProps.cubeEdges[M]=h[M],this.lastCubeProps.axis[M]=f[M];var A=p;for(M=0;M<3;++M)d(p[M],M,this.bounds,h,f);e=this.gl;var S,E=g;for(M=0;M<3;++M)this.backgroundEnable[M]?E[M]=f[M]:E[M]=0;this._background.draw(r,n,a,i,E,this.backgroundColor),this._lines.bind(r,n,a,this);for(M=0;M<3;++M){var C=[0,0,0];f[M]>0?C[M]=i[1][M]:C[M]=i[0][M];for(var L=0;L<2;++L){var P=(M+1+L)%3,I=(M+1+(1^L))%3;this.gridEnable[P]&&this._lines.drawGrid(P,I,this.bounds,C,this.gridColor[P],this.gridWidth[P]*this.pixelRatio)}for(L=0;L<2;++L){P=(M+1+L)%3,I=(M+1+(1^L))%3;this.zeroEnable[I]&&Math.min(i[0][I],i[1][I])<=0&&Math.max(i[0][I],i[1][I])>=0&&this._lines.drawZero(P,I,this.bounds,C,this.zeroLineColor[I],this.zeroLineWidth[I]*this.pixelRatio)}}for(M=0;M<3;++M){this.lineEnable[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].primalOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio),this.lineMirror[M]&&this._lines.drawAxisLine(M,this.bounds,A[M].mirrorOffset,this.lineColor[M],this.lineWidth[M]*this.pixelRatio);var z=c(v,A[M].primalMinor),O=c(y,A[M].mirrorMinor),D=this.lineTickLength;for(L=0;L<3;++L){var R=k/r[5*L];z[L]*=D[L]*R,O[L]*=D[L]*R}this.lineTickEnable[M]&&this._lines.drawAxisTicks(M,A[M].primalOffset,z,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio),this.lineTickMirror[M]&&this._lines.drawAxisTicks(M,A[M].mirrorOffset,O,this.lineTickColor[M],this.lineTickWidth[M]*this.pixelRatio)}this._lines.unbind(),this._text.bind(r,n,a,this.pixelRatio);var F,B;function N(t){(B=[0,0,0])[t]=1}function j(t,e,r){var n=(t+1)%3,a=(t+2)%3,i=e[n],o=e[a],s=r[n],l=r[a];i>0&&l>0||i>0&&l<0||i<0&&l>0||i<0&&l<0?N(n):(o>0&&s>0||o>0&&s<0||o<0&&s>0||o<0&&s<0)&&N(a)}for(M=0;M<3;++M){var U=A[M].primalMinor,V=A[M].mirrorMinor,q=c(x,A[M].primalOffset);for(L=0;L<3;++L)this.lineTickEnable[M]&&(q[L]+=k*U[L]*Math.max(this.lineTickLength[L],0)/r[5*L]);var H=[0,0,0];if(H[M]=1,this.tickEnable[M]){-3600===this.tickAngle[M]?(this.tickAngle[M]=0,this.tickAlign[M]=\"auto\"):this.tickAlign[M]=-1,F=1,\"auto\"===(S=[this.tickAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]),B=[0,0,0],j(M,U,V);for(L=0;L<3;++L)q[L]+=k*U[L]*this.tickPad[L]/r[5*L];this._text.drawTicks(M,this.tickSize[M],this.tickAngle[M],q,this.tickColor[M],H,B,S)}if(this.labelEnable[M]){F=0,B=[0,0,0],this.labels[M].length>4&&(N(M),F=1),\"auto\"===(S=[this.labelAlign[M],.5,F])[0]?S[0]=0:S[0]=parseInt(\"\"+S[0]);for(L=0;L<3;++L)q[L]+=k*U[L]*this.labelPad[L]/r[5*L];q[M]+=.5*(i[0][M]+i[1][M]),this._text.drawLabel(M,this.labelSize[M],this.labelAngle[M],q,this.labelColor[M],[0,0,0],B,S)}}this._text.unbind()},h.dispose=function(){this._text.dispose(),this._lines.dispose(),this._background.dispose(),this._lines=null,this._text=null,this._background=null,this.gl=null}},{\"./lib/background.js\":251,\"./lib/cube.js\":252,\"./lib/lines.js\":253,\"./lib/text.js\":255,\"./lib/ticks.js\":256}],251:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=[],r=[],s=0,l=0;l<3;++l)for(var c=(l+1)%3,u=(l+2)%3,h=[0,0,0],f=[0,0,0],p=-1;p<=1;p+=2){r.push(s,s+2,s+1,s+1,s+2,s+3),h[l]=p,f[l]=p;for(var d=-1;d<=1;d+=2){h[c]=d;for(var g=-1;g<=1;g+=2)h[u]=g,e.push(h[0],h[1],h[2],f[0],f[1],f[2]),s+=1}var m=c;c=u,u=m}var v=n(t,new Float32Array(e)),y=n(t,new Uint16Array(r),t.ELEMENT_ARRAY_BUFFER),x=a(t,[{buffer:v,type:t.FLOAT,size:3,offset:0,stride:24},{buffer:v,type:t.FLOAT,size:3,offset:12,stride:24}],y),b=i(t);return b.attributes.position.location=0,b.attributes.normal.location=1,new o(t,v,x,b)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").bg;function o(t,e,r,n){this.gl=t,this.buffer=e,this.vao=r,this.shader=n}var s=o.prototype;s.draw=function(t,e,r,n,a,i){for(var o=!1,s=0;s<3;++s)o=o||a[s];if(o){var l=this.gl;l.enable(l.POLYGON_OFFSET_FILL),l.polygonOffset(1,2),this.shader.bind(),this.shader.uniforms={model:t,view:e,projection:r,bounds:n,enable:a,colors:i},this.vao.bind(),this.vao.draw(this.gl.TRIANGLES,36),this.vao.unbind(),l.disable(l.POLYGON_OFFSET_FILL)}},s.dispose=function(){this.vao.dispose(),this.buffer.dispose(),this.shader.dispose()}},{\"./shaders\":254,\"gl-buffer\":258,\"gl-vao\":332}],252:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,i,p){a(s,e,t),a(s,r,s);for(var y=0,x=0;x<2;++x){u[2]=i[x][2];for(var b=0;b<2;++b){u[1]=i[b][1];for(var _=0;_<2;++_)u[0]=i[_][0],f(l[y],u,s),y+=1}}var w=-1;for(x=0;x<8;++x){for(var T=l[x][3],k=0;k<3;++k)c[x][k]=l[x][k]/T;p&&(c[x][2]*=-1),T<0&&(w<0||c[x][2]<c[w][2])&&(w=x)}if(w<0){w=0;for(var M=0;M<3;++M){for(var A=(M+2)%3,S=(M+1)%3,E=-1,C=-1,L=0;L<2;++L){var P=(z=L<<M)+(L<<A)+(1-L<<S),I=z+(1-L<<A)+(L<<S);o(c[z],c[P],c[I],h)<0||(L?E=1:C=1)}if(E<0||C<0)C>E&&(w|=1<<M);else{for(L=0;L<2;++L){P=(z=L<<M)+(L<<A)+(1-L<<S),I=z+(1-L<<A)+(L<<S);var z,O=d([l[z],l[P],l[I],l[z+(1<<A)+(1<<S)]]);L?E=O:C=O}C>E&&(w|=1<<M)}}}var D=7^w,R=-1;for(x=0;x<8;++x)x!==w&&x!==D&&(R<0||c[R][1]>c[x][1])&&(R=x);var F=-1;for(x=0;x<3;++x){if((N=R^1<<x)!==w&&N!==D)F<0&&(F=N),(S=c[N])[0]<c[F][0]&&(F=N)}var B=-1;for(x=0;x<3;++x){var N;if((N=R^1<<x)!==w&&N!==D&&N!==F)B<0&&(B=N),(S=c[N])[0]>c[B][0]&&(B=N)}var j=g;j[0]=j[1]=j[2]=0,j[n.log2(F^R)]=R&F,j[n.log2(R^B)]=R&B;var U=7^B;U===w||U===D?(U=7^F,j[n.log2(B^U)]=U&B):j[n.log2(F^U)]=U&F;var V=m,q=w;for(M=0;M<3;++M)V[M]=q&1<<M?-1:1;return v};var n=t(\"bit-twiddle\"),a=t(\"gl-mat4/multiply\"),i=t(\"split-polygon\"),o=t(\"robust-orientation\"),s=new Array(16),l=new Array(8),c=new Array(8),u=new Array(3),h=[0,0,0];function f(t,e,r){for(var n=0;n<4;++n){t[n]=r[12+n];for(var a=0;a<3;++a)t[n]+=e[a]*r[4*a+n]}}!function(){for(var t=0;t<8;++t)l[t]=[1,1,1,1],c[t]=[1,1,1]}();var p=[[0,0,1,0,0],[0,0,-1,1,0],[0,-1,0,1,0],[0,1,0,1,0],[-1,0,0,1,0],[1,0,0,1,0]];function d(t){for(var e=0;e<p.length;++e)if((t=i.positive(t,p[e])).length<3)return 0;var r=t[0],n=r[0]/r[3],a=r[1]/r[3],o=0;for(e=1;e+1<t.length;++e){var s=t[e],l=t[e+1],c=s[0]/s[3]-n,u=s[1]/s[3]-a,h=l[0]/l[3]-n,f=l[1]/l[3]-a;o+=Math.abs(c*f-u*h)}return o}var g=[1,1,1],m=[0,0,0],v={cubeEdges:g,axis:m}},{\"bit-twiddle\":97,\"gl-mat4/multiply\":280,\"robust-orientation\":520,\"split-polygon\":538}],253:[function(t,e,r){\"use strict\";e.exports=function(t,e,r){var o=[],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[0,0,0];o.push(0,0,1,0,1,1,0,0,-1,0,0,-1,0,1,1,0,1,-1);for(var h=0;h<3;++h){for(var f=o.length/3|0,d=0;d<r[h].length;++d){var g=+r[h][d].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}var m=o.length/3|0;s[h]=f,l[h]=m-f;f=o.length/3|0;for(var v=0;v<r[h].length;++v){g=+r[h][v].x;o.push(g,0,1,g,1,1,g,0,-1,g,0,-1,g,1,1,g,1,-1)}m=o.length/3|0;c[h]=f,u[h]=m-f}var y=n(t,new Float32Array(o)),x=a(t,[{buffer:y,type:t.FLOAT,size:3,stride:0,offset:0}]),b=i(t);return b.attributes.position.location=0,new p(t,y,x,b,l,s,u,c)};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"./shaders\").line,o=[0,0,0],s=[0,0,0],l=[0,0,0],c=[0,0,0],u=[1,1];function h(t){return t[0]=t[1]=t[2]=0,t}function f(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t}function p(t,e,r,n,a,i,o,s){this.gl=t,this.vertBuffer=e,this.vao=r,this.shader=n,this.tickCount=a,this.tickOffset=i,this.gridCount=o,this.gridOffset=s}var d=p.prototype;d.bind=function(t,e,r){this.shader.bind(),this.shader.uniforms.model=t,this.shader.uniforms.view=e,this.shader.uniforms.projection=r,u[0]=this.gl.drawingBufferWidth,u[1]=this.gl.drawingBufferHeight,this.shader.uniforms.screenShape=u,this.vao.bind()},d.unbind=function(){this.vao.unbind()},d.drawAxisLine=function(t,e,r,n,a){var i=h(s);this.shader.uniforms.majorAxis=s,i[t]=e[1][t]-e[0][t],this.shader.uniforms.minorAxis=i;var o,u=f(c,r);u[t]+=e[0][t],this.shader.uniforms.offset=u,this.shader.uniforms.lineWidth=a,this.shader.uniforms.color=n,(o=h(l))[(t+2)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6),(o=h(l))[(t+1)%3]=1,this.shader.uniforms.screenAxis=o,this.vao.draw(this.gl.TRIANGLES,6)},d.drawAxisTicks=function(t,e,r,n,a){if(this.tickCount[t]){var i=h(o);i[t]=1,this.shader.uniforms.majorAxis=i,this.shader.uniforms.offset=e,this.shader.uniforms.minorAxis=r,this.shader.uniforms.color=n,this.shader.uniforms.lineWidth=a;var s=h(l);s[t]=1,this.shader.uniforms.screenAxis=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t])}},d.drawGrid=function(t,e,r,n,a,i){if(this.gridCount[t]){var u=h(s);u[e]=r[1][e]-r[0][e],this.shader.uniforms.minorAxis=u;var p=f(c,n);p[e]+=r[0][e],this.shader.uniforms.offset=p;var d=h(o);d[t]=1,this.shader.uniforms.majorAxis=d;var g=h(l);g[t]=1,this.shader.uniforms.screenAxis=g,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=a,this.vao.draw(this.gl.TRIANGLES,this.gridCount[t],this.gridOffset[t])}},d.drawZero=function(t,e,r,n,a,i){var o=h(s);this.shader.uniforms.majorAxis=o,o[t]=r[1][t]-r[0][t],this.shader.uniforms.minorAxis=o;var u=f(c,n);u[t]+=r[0][t],this.shader.uniforms.offset=u;var p=h(l);p[e]=1,this.shader.uniforms.screenAxis=p,this.shader.uniforms.lineWidth=i,this.shader.uniforms.color=a,this.vao.draw(this.gl.TRIANGLES,6)},d.dispose=function(){this.vao.dispose(),this.vertBuffer.dispose(),this.shader.dispose()}},{\"./shaders\":254,\"gl-buffer\":258,\"gl-vao\":332}],254:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, majorAxis, minorAxis, screenAxis;\\nuniform float lineWidth;\\nuniform vec2 screenShape;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nvoid main() {\\n  vec3 major = position.x * majorAxis;\\n  vec3 minor = position.y * minorAxis;\\n\\n  vec3 vPosition = major + minor + offset;\\n  vec3 pPosition = project(vPosition);\\n  vec3 offset = project(vPosition + screenAxis * position.z);\\n\\n  vec2 screen = normalize((offset - pPosition).xy * screenShape) / screenShape;\\n\\n  gl_Position = vec4(pPosition + vec3(0.5 * screen * lineWidth, 0), 1.0);\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.line=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"}])};var s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 offset, axis, alignDir, alignOpt;\\nuniform float scale, angle, pixelScale;\\nuniform vec2 resolution;\\n\\nvec3 project(vec3 p) {\\n  vec4 pp = projection * view * model * vec4(p, 1.0);\\n  return pp.xyz / max(pp.w, 0.0001);\\n}\\n\\nfloat computeViewAngle(vec3 a, vec3 b) {\\n  vec3 A = project(a);\\n  vec3 B = project(b);\\n\\n  return atan(\\n    (B.y - A.y) * resolution.y,\\n    (B.x - A.x) * resolution.x\\n  );\\n}\\n\\nconst float PI = 3.141592;\\nconst float TWO_PI = 2.0 * PI;\\nconst float HALF_PI = 0.5 * PI;\\nconst float ONE_AND_HALF_PI = 1.5 * PI;\\n\\nint option = int(floor(alignOpt.x + 0.001));\\nfloat hv_ratio =       alignOpt.y;\\nbool enableAlign =    (alignOpt.z != 0.0);\\n\\nfloat mod_angle(float a) {\\n  return mod(a, PI);\\n}\\n\\nfloat positive_angle(float a) {\\n  return mod_angle((a < 0.0) ?\\n    a + TWO_PI :\\n    a\\n  );\\n}\\n\\nfloat look_upwards(float a) {\\n  float b = positive_angle(a);\\n  return ((b > HALF_PI) && (b <= ONE_AND_HALF_PI)) ?\\n    b - PI :\\n    b;\\n}\\n\\nfloat look_horizontal_or_vertical(float a, float ratio) {\\n  // ratio controls the ratio between being horizontal to (vertical + horizontal)\\n  // if ratio is set to 0.5 then it is 50%, 50%.\\n  // when using a higher ratio e.g. 0.75 the result would\\n  // likely be more horizontal than vertical.\\n\\n  float b = positive_angle(a);\\n\\n  return\\n    (b < (      ratio) * HALF_PI) ? 0.0 :\\n    (b < (2.0 - ratio) * HALF_PI) ? -HALF_PI :\\n    (b < (2.0 + ratio) * HALF_PI) ? 0.0 :\\n    (b < (4.0 - ratio) * HALF_PI) ? HALF_PI :\\n                                    0.0;\\n}\\n\\nfloat roundTo(float a, float b) {\\n  return float(b * floor((a + 0.5 * b) / b));\\n}\\n\\nfloat look_round_n_directions(float a, int n) {\\n  float b = positive_angle(a);\\n  float div = TWO_PI / float(n);\\n  float c = roundTo(b, div);\\n  return look_upwards(c);\\n}\\n\\nfloat applyAlignOption(float rawAngle, float delta) {\\n  return\\n    (option >  2) ? look_round_n_directions(rawAngle + delta, option) :       // option 3-n: round to n directions\\n    (option == 2) ? look_horizontal_or_vertical(rawAngle + delta, hv_ratio) : // horizontal or vertical\\n    (option == 1) ? rawAngle + delta :       // use free angle, and flip to align with one direction of the axis\\n    (option == 0) ? look_upwards(rawAngle) : // use free angle, and stay upwards\\n    (option ==-1) ? 0.0 :                    // useful for backward compatibility, all texts remains horizontal\\n                    rawAngle;                // otherwise return back raw input angle\\n}\\n\\nbool isAxisTitle = (axis.x == 0.0) &&\\n                   (axis.y == 0.0) &&\\n                   (axis.z == 0.0);\\n\\nvoid main() {\\n  //Compute world offset\\n  float axisDistance = position.z;\\n  vec3 dataPosition = axisDistance * axis + offset;\\n\\n  float beta = angle; // i.e. user defined attributes for each tick\\n\\n  float axisAngle;\\n  float clipAngle;\\n  float flip;\\n\\n  if (enableAlign) {\\n    axisAngle = (isAxisTitle) ? HALF_PI :\\n                      computeViewAngle(dataPosition, dataPosition + axis);\\n    clipAngle = computeViewAngle(dataPosition, dataPosition + alignDir);\\n\\n    axisAngle += (sin(axisAngle) < 0.0) ? PI : 0.0;\\n    clipAngle += (sin(clipAngle) < 0.0) ? PI : 0.0;\\n\\n    flip = (dot(vec2(cos(axisAngle), sin(axisAngle)),\\n                vec2(sin(clipAngle),-cos(clipAngle))) > 0.0) ? 1.0 : 0.0;\\n\\n    beta += applyAlignOption(clipAngle, flip * PI);\\n  }\\n\\n  //Compute plane offset\\n  vec2 planeCoord = position.xy * pixelScale;\\n\\n  mat2 planeXform = scale * mat2(\\n     cos(beta), sin(beta),\\n    -sin(beta), cos(beta)\\n  );\\n\\n  vec2 viewOffset = 2.0 * planeXform * planeCoord / resolution;\\n\\n  //Compute clip position\\n  vec3 clipPosition = project(dataPosition);\\n\\n  //Apply text offset in clip coordinates\\n  clipPosition += vec3(viewOffset, 0.0);\\n\\n  //Done\\n  gl_Position = vec4(clipPosition, 1.0);\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = color;\\n}\"]);r.text=function(t){return a(t,s,l,null,[{name:\"position\",type:\"vec3\"}])};var c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec3 normal;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 enable;\\nuniform vec3 bounds[2];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n\\n  vec3 signAxis = sign(bounds[1] - bounds[0]);\\n\\n  vec3 realNormal = signAxis * normal;\\n\\n  if(dot(realNormal, enable) > 0.0) {\\n    vec3 minRange = min(bounds[0], bounds[1]);\\n    vec3 maxRange = max(bounds[0], bounds[1]);\\n    vec3 nPosition = mix(minRange, maxRange, 0.5 * (position + 1.0));\\n    gl_Position = projection * view * model * vec4(nPosition, 1.0);\\n  } else {\\n    gl_Position = vec4(0,0,0,0);\\n  }\\n\\n  colorChannel = abs(realNormal);\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec4 colors[3];\\n\\nvarying vec3 colorChannel;\\n\\nvoid main() {\\n  gl_FragColor = colorChannel.x * colors[0] +\\n                 colorChannel.y * colors[1] +\\n                 colorChannel.z * colors[2];\\n}\"]);r.bg=function(t){return a(t,c,u,null,[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}])}},{\"gl-shader\":312,glslify:413}],255:[function(t,e,r){(function(r){\"use strict\";e.exports=function(t,e,r,i,s,l){var u=n(t),h=a(t,[{buffer:u,size:3}]),f=o(t);f.attributes.position.location=0;var p=new c(t,f,u,h);return p.update(e,r,i,s,l),p};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"vectorize-text\"),o=t(\"./shaders\").text,s=window||r.global||{},l=s.__TEXT_CACHE||{};s.__TEXT_CACHE={};function c(t,e,r,n){this.gl=t,this.shader=e,this.buffer=r,this.vao=n,this.tickOffset=this.tickCount=this.labelOffset=this.labelCount=null}var u=c.prototype,h=[0,0];u.bind=function(t,e,r,n){this.vao.bind(),this.shader.bind();var a=this.shader.uniforms;a.model=t,a.view=e,a.projection=r,a.pixelScale=n,h[0]=this.gl.drawingBufferWidth,h[1]=this.gl.drawingBufferHeight,this.shader.uniforms.resolution=h},u.unbind=function(){this.vao.unbind()},u.update=function(t,e,r,n,a){var o=[];function s(t,e,r,n,a,s){var c=l[r];c||(c=l[r]={});var u=c[e];u||(u=c[e]=function(t,e){try{return i(t,e)}catch(e){return console.warn('error vectorizing text:\"'+t+'\" error:',e),{cells:[],positions:[]}}}(e,{triangles:!0,font:r,textAlign:\"center\",textBaseline:\"middle\",lineSpacing:a,styletags:s}));for(var h=(n||12)/12,f=u.positions,p=u.cells,d=0,g=p.length;d<g;++d)for(var m=p[d],v=2;v>=0;--v){var y=f[m[v]];o.push(h*y[0],-h*y[1],t)}}for(var c=[0,0,0],u=[0,0,0],h=[0,0,0],f=[0,0,0],p={breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},d=0;d<3;++d){h[d]=o.length/3|0,s(.5*(t[0][d]+t[1][d]),e[d],r[d],12,1.25,p),f[d]=(o.length/3|0)-h[d],c[d]=o.length/3|0;for(var g=0;g<n[d].length;++g)n[d][g].text&&s(n[d][g].x,n[d][g].text,n[d][g].font||a,n[d][g].fontSize||12,1.25,p);u[d]=(o.length/3|0)-c[d]}this.buffer.update(o),this.tickOffset=c,this.tickCount=u,this.labelOffset=h,this.labelCount=f},u.drawTicks=function(t,e,r,n,a,i,o,s){this.tickCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.tickCount[t],this.tickOffset[t]))},u.drawLabel=function(t,e,r,n,a,i,o,s){this.labelCount[t]&&(this.shader.uniforms.axis=i,this.shader.uniforms.color=a,this.shader.uniforms.angle=r,this.shader.uniforms.scale=e,this.shader.uniforms.offset=n,this.shader.uniforms.alignDir=o,this.shader.uniforms.alignOpt=s,this.vao.draw(this.gl.TRIANGLES,this.labelCount[t],this.labelOffset[t]))},u.dispose=function(){this.shader.dispose(),this.vao.dispose(),this.buffer.dispose()}}).call(this,t(\"_process\"))},{\"./shaders\":254,_process:500,\"gl-buffer\":258,\"gl-vao\":332,\"vectorize-text\":572}],256:[function(t,e,r){\"use 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f=e.model||c,p=e.view||c,v=e.projection||c,y=e._ortho||!1,x=t.bounds,b=(h=h||i(f,p,v,x,y)).axis;o(u,p,f),o(u,v,u);for(var _=g,w=0;w<3;++w)_[w].lo=1/0,_[w].hi=-1/0,_[w].pixelsPerDataUnit=1/0;var T=n(s(u,u));s(u,u);for(var k=0;k<3;++k){var M=(k+1)%3,A=(k+2)%3,S=m;t:for(w=0;w<2;++w){var E=[];if(b[k]<0!=!!w){S[k]=x[w][k];for(var C=0;C<2;++C){S[M]=x[C^w][M];for(var L=0;L<2;++L)S[A]=x[L^C^w][A],E.push(S.slice())}var P=y?5:4;for(C=P;C===P;++C){if(0===E.length)continue t;E=a.positive(E,T[C])}for(C=0;C<E.length;++C){A=E[C];var I=d(m,u,A,r,l);for(L=0;L<3;++L)_[L].lo=Math.min(_[L].lo,A[L]),_[L].hi=Math.max(_[L].hi,A[L]),L!==k&&(_[L].pixelsPerDataUnit=Math.min(_[L].pixelsPerDataUnit,Math.abs(I[L])))}}}}return _};var n=t(\"extract-frustum-planes\"),a=t(\"split-polygon\"),i=t(\"./lib/cube.js\"),o=t(\"gl-mat4/multiply\"),s=t(\"gl-mat4/transpose\"),l=t(\"gl-vec4/transformMat4\"),c=new Float32Array([1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1]),u=new Float32Array(16);function h(t,e,r){this.lo=t,this.hi=e,this.pixelsPerDataUnit=r}var f=[0,0,0,1],p=[0,0,0,1];function d(t,e,r,n,a){for(var i=0;i<3;++i){for(var o=f,s=p,c=0;c<3;++c)s[c]=o[c]=r[c];s[3]=o[3]=1,s[i]+=1,l(s,s,e),s[3]<0&&(t[i]=1/0),o[i]-=1,l(o,o,e),o[3]<0&&(t[i]=1/0);var u=(o[0]/o[3]-s[0]/s[3])*n,h=(o[1]/o[3]-s[1]/s[3])*a;t[i]=.25*Math.sqrt(u*u+h*h)}return t}var g=[new h(1/0,-1/0,1/0),new h(1/0,-1/0,1/0),new h(1/0,-1/0,1/0)],m=[0,0,0]},{\"./lib/cube.js\":252,\"extract-frustum-planes\":240,\"gl-mat4/multiply\":280,\"gl-mat4/transpose\":289,\"gl-vec4/transformMat4\":403,\"split-polygon\":538}],258:[function(t,e,r){\"use strict\";var n=t(\"typedarray-pool\"),a=t(\"ndarray-ops\"),i=t(\"ndarray\"),o=[\"uint8\",\"uint8_clamped\",\"uint16\",\"uint32\",\"int8\",\"int16\",\"int32\",\"float32\"];function s(t,e,r,n,a){this.gl=t,this.type=e,this.handle=r,this.length=n,this.usage=a}var l=s.prototype;function c(t,e,r,n,a,i){var o=a.length*a.BYTES_PER_ELEMENT;if(i<0)return t.bufferData(e,a,n),o;if(o+i>r)throw new Error(\"gl-buffer: If resizing buffer, must not specify offset\");return t.bufferSubData(e,i,a),r}function u(t,e){for(var r=n.malloc(t.length,e),a=t.length,i=0;i<a;++i)r[i]=t[i];return r}l.bind=function(){this.gl.bindBuffer(this.type,this.handle)},l.unbind=function(){this.gl.bindBuffer(this.type,null)},l.dispose=function(){this.gl.deleteBuffer(this.handle)},l.update=function(t,e){if(\"number\"!=typeof e&&(e=-1),this.bind(),\"object\"==typeof t&&\"undefined\"!=typeof t.shape){var r=t.dtype;if(o.indexOf(r)<0&&(r=\"float32\"),this.type===this.gl.ELEMENT_ARRAY_BUFFER)r=gl.getExtension(\"OES_element_index_uint\")&&\"uint16\"!==r?\"uint32\":\"uint16\";if(r===t.dtype&&function(t,e){for(var r=1,n=e.length-1;n>=0;--n){if(e[n]!==r)return!1;r*=t[n]}return!0}(t.shape,t.stride))0===t.offset&&t.data.length===t.shape[0]?this.length=c(this.gl,this.type,this.length,this.usage,t.data,e):this.length=c(this.gl,this.type,this.length,this.usage,t.data.subarray(t.offset,t.shape[0]),e);else{var s=n.malloc(t.size,r),l=i(s,t.shape);a.assign(l,t),this.length=c(this.gl,this.type,this.length,this.usage,e<0?s:s.subarray(0,t.size),e),n.free(s)}}else if(Array.isArray(t)){var h;h=this.type===this.gl.ELEMENT_ARRAY_BUFFER?u(t,\"uint16\"):u(t,\"float32\"),this.length=c(this.gl,this.type,this.length,this.usage,e<0?h:h.subarray(0,t.length),e),n.free(h)}else if(\"object\"==typeof t&&\"number\"==typeof t.length)this.length=c(this.gl,this.type,this.length,this.usage,t,e);else{if(\"number\"!=typeof t&&void 0!==t)throw new Error(\"gl-buffer: Invalid data type\");if(e>=0)throw new Error(\"gl-buffer: Cannot specify offset when resizing buffer\");(t|=0)<=0&&(t=1),this.gl.bufferData(this.type,0|t,this.usage),this.length=t}},e.exports=function(t,e,r,n){if(r=r||t.ARRAY_BUFFER,n=n||t.DYNAMIC_DRAW,r!==t.ARRAY_BUFFER&&r!==t.ELEMENT_ARRAY_BUFFER)throw new Error(\"gl-buffer: Invalid type for webgl buffer, must be either gl.ARRAY_BUFFER or gl.ELEMENT_ARRAY_BUFFER\");if(n!==t.DYNAMIC_DRAW&&n!==t.STATIC_DRAW&&n!==t.STREAM_DRAW)throw new Error(\"gl-buffer: Invalid usage for buffer, must be either gl.DYNAMIC_DRAW, gl.STATIC_DRAW or gl.STREAM_DRAW\");var a=t.createBuffer(),i=new s(t,r,a,0,n);return i.update(e),i}},{ndarray:469,\"ndarray-ops\":464,\"typedarray-pool\":567}],259:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\");e.exports=function(t,e){var r=t.positions,a=t.vectors,i={positions:[],vertexIntensity:[],vertexIntensityBounds:t.vertexIntensityBounds,vectors:[],cells:[],coneOffset:t.coneOffset,colormap:t.colormap};if(0===t.positions.length)return e&&(e[0]=[0,0,0],e[1]=[0,0,0]),i;for(var o=0,s=1/0,l=-1/0,c=1/0,u=-1/0,h=1/0,f=-1/0,p=null,d=null,g=[],m=1/0,v=!1,y=0;y<r.length;y++){var x=r[y];s=Math.min(x[0],s),l=Math.max(x[0],l),c=Math.min(x[1],c),u=Math.max(x[1],u),h=Math.min(x[2],h),f=Math.max(x[2],f);var b=a[y];if(n.length(b)>o&&(o=n.length(b)),y){var _=2*n.distance(p,x)/(n.length(d)+n.length(b));_?(m=Math.min(m,_),v=!1):v=!0}v||(p=x,d=b),g.push(b)}var w=[s,c,h],T=[l,u,f];e&&(e[0]=w,e[1]=T),0===o&&(o=1);var k=1/o;isFinite(m)||(m=1),i.vectorScale=m;var M=t.coneSize||.5;t.absoluteConeSize&&(M=t.absoluteConeSize*k),i.coneScale=M;y=0;for(var A=0;y<r.length;y++)for(var S=(x=r[y])[0],E=x[1],C=x[2],L=g[y],P=n.length(L)*k,I=0;I<8;I++){i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.positions.push([S,E,C,A++]),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vectors.push(L),i.vertexIntensity.push(P,P,P),i.vertexIntensity.push(P,P,P);var z=i.positions.length;i.cells.push([z-6,z-5,z-4],[z-3,z-2,z-1])}return i};var a=t(\"./lib/shaders\");e.exports.createMesh=t(\"./create_mesh\"),e.exports.createConeMesh=function(t,r){return e.exports.createMesh(t,r,{shaders:a,traceType:\"cone\"})}},{\"./create_mesh\":260,\"./lib/shaders\":261,\"gl-vec3\":351}],260:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"gl-mat4/multiply\"),l=t(\"gl-mat4/invert\"),c=t(\"ndarray\"),u=t(\"colormap\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e,r,n,a,i,o,s,l,c,u){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.pickShader=n,this.trianglePositions=a,this.triangleVectors=i,this.triangleColors=s,this.triangleUVs=l,this.triangleIds=o,this.triangleVAO=c,this.triangleCount=0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.traceType=u,this.tubeScale=1,this.coneScale=2,this.vectorScale=1,this.coneOffset=.25,this._model=h,this._view=h,this._projection=h,this._resolution=[1,1]}var p=f.prototype;function d(t,e){var r=n(t,e.meshShader.vertex,e.meshShader.fragment,null,e.meshShader.attributes);return r.attributes.position.location=0,r.attributes.color.location=2,r.attributes.uv.location=3,r.attributes.vector.location=4,r}function g(t,e){var r=n(t,e.pickShader.vertex,e.pickShader.fragment,null,e.pickShader.attributes);return r.attributes.position.location=0,r.attributes.id.location=1,r.attributes.vector.location=4,r}p.isOpaque=function(){return this.opacity>=1},p.isTransparent=function(){return this.opacity<1},p.pickSlots=1,p.setPickBase=function(t){this.pickId=t},p.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),\"opacity\"in t&&(this.opacity=t.opacity),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),void 0!==t.tubeScale&&(this.tubeScale=t.tubeScale),void 0!==t.vectorScale&&(this.vectorScale=t.vectorScale),void 0!==t.coneScale&&(this.coneScale=t.coneScale),void 0!==t.coneOffset&&(this.coneOffset=t.coneOffset),t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t){for(var e=u({colormap:t,nshades:256,format:\"rgba\"}),r=new Uint8Array(1024),n=0;n<256;++n){for(var a=e[n],i=0;i<3;++i)r[4*n+i]=a[i];r[4*n+3]=255*a[3]}return c(r,[256,256,4],[4,0,1])}(t.colormap)),this.texture.generateMipmap());var r=t.cells,n=t.positions,a=t.vectors;if(n&&r&&a){var i=[],o=[],s=[],l=[],h=[];this.cells=r,this.positions=n,this.vectors=a;var f=t.meshColor||[1,1,1,1],p=t.vertexIntensity,d=1/0,g=-1/0;if(p)if(t.vertexIntensityBounds)d=+t.vertexIntensityBounds[0],g=+t.vertexIntensityBounds[1];else for(var m=0;m<p.length;++m){var v=p[m];d=Math.min(d,v),g=Math.max(g,v)}else for(m=0;m<n.length;++m){v=n[m][2];d=Math.min(d,v),g=Math.max(g,v)}this.intensity=p||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n),this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(m=0;m<n.length;++m)for(var y=n[m],x=0;x<3;++x)!isNaN(y[x])&&isFinite(y[x])&&(this.bounds[0][x]=Math.min(this.bounds[0][x],y[x]),this.bounds[1][x]=Math.max(this.bounds[1][x],y[x]));var b=0;t:for(m=0;m<r.length;++m){var _=r[m];switch(_.length){case 3:for(x=0;x<3;++x){y=n[T=_[x]];for(var w=0;w<3;++w)if(isNaN(y[w])||!isFinite(y[w]))continue t}for(x=0;x<3;++x){var T;y=n[T=_[2-x]];i.push(y[0],y[1],y[2],y[3]);var k=a[T];o.push(k[0],k[1],k[2],k[3]||0);var M,A=f;3===A.length?s.push(A[0],A[1],A[2],1):s.push(A[0],A[1],A[2],A[3]),M=p?[(p[T]-d)/(g-d),0]:[(y[2]-d)/(g-d),0],l.push(M[0],M[1]),h.push(m)}b+=1}}this.triangleCount=b,this.trianglePositions.update(i),this.triangleVectors.update(o),this.triangleColors.update(s),this.triangleUVs.update(l),this.triangleIds.update(new Uint32Array(h))}},p.drawTransparent=p.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var c={model:r,view:n,projection:a,inverseModel:h.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],opacity:this.opacity,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,texture:0};c.inverseModel=l(c.inverseModel,c.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);s(u,c.view,c.model),s(u,c.projection,u),l(u,u);for(o=0;o<3;++o)c.eyePosition[o]=u[12+o]/u[15];var f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];c.lightPosition[o]=p/f}if(this.triangleCount>0){var g=this.triShader;g.bind(),g.uniforms=c,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()}},p.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||h,n=t.view||h,a=t.projection||h,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s={model:r,view:n,projection:a,clipBounds:i,tubeScale:this.tubeScale,vectorScale:this.vectorScale,coneScale:this.coneScale,coneOffset:this.coneOffset,pickId:this.pickId/255},l=this.pickShader;l.bind(),l.uniforms=s,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind())},p.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions[r[1]].slice(0,3),a={position:n,dataCoordinate:n,index:Math.floor(r[1]/48)};return\"cone\"===this.traceType?a.index=Math.floor(r[1]/48):\"streamtube\"===this.traceType&&(a.intensity=this.intensity[r[1]],a.velocity=this.vectors[r[1]].slice(0,3),a.divergence=this.vectors[r[1]][3],a.index=e),a},p.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.pickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleVectors.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleIds.dispose()},e.exports=function(t,e,r){var n=r.shaders;1===arguments.length&&(t=(e=t).gl);var s=d(t,n),l=g(t,n),u=o(t,c(new Uint8Array([255,255,255,255]),[1,1,4]));u.generateMipmap(),u.minFilter=t.LINEAR_MIPMAP_LINEAR,u.magFilter=t.LINEAR;var h=a(t),p=a(t),m=a(t),v=a(t),y=a(t),x=i(t,[{buffer:h,type:t.FLOAT,size:4},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:m,type:t.FLOAT,size:4},{buffer:v,type:t.FLOAT,size:2},{buffer:p,type:t.FLOAT,size:4}]),b=new f(t,u,s,l,h,p,y,m,v,x,r.traceType||\"cone\");return b.update(e),b}},{colormap:131,\"gl-buffer\":258,\"gl-mat4/invert\":278,\"gl-mat4/multiply\":280,\"gl-shader\":312,\"gl-texture2d\":327,\"gl-vao\":332,ndarray:469}],261:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec3 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, coneScale, coneOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * conePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(conePosition, 1.0);\\n  vec4 t_position  = view * conePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = conePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the cone vertex and normal at the given index.\\n//\\n// The returned vertex is for a cone with its top at origin and height of 1.0,\\n// pointing in the direction of the vector attribute.\\n//\\n// Each cone is made up of a top vertex, a center base vertex and base perimeter vertices.\\n// These vertices are used to make up the triangles of the cone by the following:\\n//   segment + 0 top vertex\\n//   segment + 1 perimeter vertex a+1\\n//   segment + 2 perimeter vertex a\\n//   segment + 3 center base vertex\\n//   segment + 4 perimeter vertex a\\n//   segment + 5 perimeter vertex a+1\\n// Where segment is the number of the radial segment * 6 and a is the angle at that radial segment.\\n// To go from index to segment, floor(index / 6)\\n// To go from segment to angle, 2*pi * (segment/segmentCount)\\n// To go from index to segment index, index - (segment*6)\\n//\\nvec3 getConePosition(vec3 d, float rawIndex, float coneOffset, out vec3 normal) {\\n\\n  const float segmentCount = 8.0;\\n\\n  float index = rawIndex - floor(rawIndex /\\n    (segmentCount * 6.0)) *\\n    (segmentCount * 6.0);\\n\\n  float segment = floor(0.001 + index/6.0);\\n  float segmentIndex = index - (segment*6.0);\\n\\n  normal = -normalize(d);\\n\\n  if (segmentIndex > 2.99 && segmentIndex < 3.01) {\\n    return mix(vec3(0.0), -d, coneOffset);\\n  }\\n\\n  float nextAngle = (\\n    (segmentIndex > 0.99 &&  segmentIndex < 1.01) ||\\n    (segmentIndex > 4.99 &&  segmentIndex < 5.01)\\n  ) ? 1.0 : 0.0;\\n  float angle = 2.0 * 3.14159 * ((segment + nextAngle) / segmentCount);\\n\\n  vec3 v1 = mix(d, vec3(0.0), coneOffset);\\n  vec3 v2 = v1 - d;\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d)*0.25;\\n  vec3 y = v * sin(angle) * length(d)*0.25;\\n  vec3 v3 = v2 + x + y;\\n  if (segmentIndex < 3.0) {\\n    vec3 tx = u * sin(angle);\\n    vec3 ty = v * -cos(angle);\\n    vec3 tangent = tx + ty;\\n    normal = normalize(cross(v3 - v1, tangent));\\n  }\\n\\n  if (segmentIndex == 0.0) {\\n    return mix(d, vec3(0.0), coneOffset);\\n  }\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float vectorScale, coneScale, coneOffset;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getConePosition(mat3(model) * ((vectorScale * coneScale) * vector.xyz), position.w, coneOffset, normal);\\n  vec4 conePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n  gl_Position = projection * view * conePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec3\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec3\"}]}},{glslify:413}],262:[function(t,e,r){e.exports={0:\"NONE\",1:\"ONE\",2:\"LINE_LOOP\",3:\"LINE_STRIP\",4:\"TRIANGLES\",5:\"TRIANGLE_STRIP\",6:\"TRIANGLE_FAN\",256:\"DEPTH_BUFFER_BIT\",512:\"NEVER\",513:\"LESS\",514:\"EQUAL\",515:\"LEQUAL\",516:\"GREATER\",517:\"NOTEQUAL\",518:\"GEQUAL\",519:\"ALWAYS\",768:\"SRC_COLOR\",769:\"ONE_MINUS_SRC_COLOR\",770:\"SRC_ALPHA\",771:\"ONE_MINUS_SRC_ALPHA\",772:\"DST_ALPHA\",773:\"ONE_MINUS_DST_ALPHA\",774:\"DST_COLOR\",775:\"ONE_MINUS_DST_COLOR\",776:\"SRC_ALPHA_SATURATE\",1024:\"STENCIL_BUFFER_BIT\",1028:\"FRONT\",1029:\"BACK\",1032:\"FRONT_AND_BACK\",1280:\"INVALID_ENUM\",1281:\"INVALID_VALUE\",1282:\"INVALID_OPERATION\",1285:\"OUT_OF_MEMORY\",1286:\"INVALID_FRAMEBUFFER_OPERATION\",2304:\"CW\",2305:\"CCW\",2849:\"LINE_WIDTH\",2884:\"CULL_FACE\",2885:\"CULL_FACE_MODE\",2886:\"FRONT_FACE\",2928:\"DEPTH_RANGE\",2929:\"DEPTH_TEST\",2930:\"DEPTH_WRITEMASK\",2931:\"DEPTH_CLEAR_VALUE\",2932:\"DEPTH_FUNC\",2960:\"STENCIL_TEST\",2961:\"STENCIL_CLEAR_VALUE\",2962:\"STENCIL_FUNC\",2963:\"STENCIL_VALUE_MASK\",2964:\"STENCIL_FAIL\",2965:\"STENCIL_PASS_DEPTH_FAIL\",2966:\"STENCIL_PASS_DEPTH_PASS\",2967:\"STENCIL_REF\",2968:\"STENCIL_WRITEMASK\",2978:\"VIEWPORT\",3024:\"DITHER\",3042:\"BLEND\",3088:\"SCISSOR_BOX\",3089:\"SCISSOR_TEST\",3106:\"COLOR_CLEAR_VALUE\",3107:\"COLOR_WRITEMASK\",3317:\"UNPACK_ALIGNMENT\",3333:\"PACK_ALIGNMENT\",3379:\"MAX_TEXTURE_SIZE\",3386:\"MAX_VIEWPORT_DIMS\",3408:\"SUBPIXEL_BITS\",3410:\"RED_BITS\",3411:\"GREEN_BITS\",3412:\"BLUE_BITS\",3413:\"ALPHA_BITS\",3414:\"DEPTH_BITS\",3415:\"STENCIL_BITS\",3553:\"TEXTURE_2D\",4352:\"DONT_CARE\",4353:\"FASTEST\",4354:\"NICEST\",5120:\"BYTE\",5121:\"UNSIGNED_BYTE\",5122:\"SHORT\",5123:\"UNSIGNED_SHORT\",5124:\"INT\",5125:\"UNSIGNED_INT\",5126:\"FLOAT\",5386:\"INVERT\",5890:\"TEXTURE\",6401:\"STENCIL_INDEX\",6402:\"DEPTH_COMPONENT\",6406:\"ALPHA\",6407:\"RGB\",6408:\"RGBA\",6409:\"LUMINANCE\",6410:\"LUMINANCE_ALPHA\",7680:\"KEEP\",7681:\"REPLACE\",7682:\"INCR\",7683:\"DECR\",7936:\"VENDOR\",7937:\"RENDERER\",7938:\"VERSION\",9728:\"NEAREST\",9729:\"LINEAR\",9984:\"NEAREST_MIPMAP_NEAREST\",9985:\"LINEAR_MIPMAP_NEAREST\",9986:\"NEAREST_MIPMAP_LINEAR\",9987:\"LINEAR_MIPMAP_LINEAR\",10240:\"TEXTURE_MAG_FILTER\",10241:\"TEXTURE_MIN_FILTER\",10242:\"TEXTURE_WRAP_S\",10243:\"TEXTURE_WRAP_T\",10497:\"REPEAT\",10752:\"POLYGON_OFFSET_UNITS\",16384:\"COLOR_BUFFER_BIT\",32769:\"CONSTANT_COLOR\",32770:\"ONE_MINUS_CONSTANT_COLOR\",32771:\"CONSTANT_ALPHA\",32772:\"ONE_MINUS_CONSTANT_ALPHA\",32773:\"BLEND_COLOR\",32774:\"FUNC_ADD\",32777:\"BLEND_EQUATION_RGB\",32778:\"FUNC_SUBTRACT\",32779:\"FUNC_REVERSE_SUBTRACT\",32819:\"UNSIGNED_SHORT_4_4_4_4\",32820:\"UNSIGNED_SHORT_5_5_5_1\",32823:\"POLYGON_OFFSET_FILL\",32824:\"POLYGON_OFFSET_FACTOR\",32854:\"RGBA4\",32855:\"RGB5_A1\",32873:\"TEXTURE_BINDING_2D\",32926:\"SAMPLE_ALPHA_TO_COVERAGE\",32928:\"SAMPLE_COVERAGE\",32936:\"SAMPLE_BUFFERS\",32937:\"SAMPLES\",32938:\"SAMPLE_COVERAGE_VALUE\",32939:\"SAMPLE_COVERAGE_INVERT\",32968:\"BLEND_DST_RGB\",32969:\"BLEND_SRC_RGB\",32970:\"BLEND_DST_ALPHA\",32971:\"BLEND_SRC_ALPHA\",33071:\"CLAMP_TO_EDGE\",33170:\"GENERATE_MIPMAP_HINT\",33189:\"DEPTH_COMPONENT16\",33306:\"DEPTH_STENCIL_ATTACHMENT\",33635:\"UNSIGNED_SHORT_5_6_5\",33648:\"MIRRORED_REPEAT\",33901:\"ALIASED_POINT_SIZE_RANGE\",33902:\"ALIASED_LINE_WIDTH_RANGE\",33984:\"TEXTURE0\",33985:\"TEXTURE1\",33986:\"TEXTURE2\",33987:\"TEXTURE3\",33988:\"TEXTURE4\",33989:\"TEXTURE5\",33990:\"TEXTURE6\",33991:\"TEXTURE7\",33992:\"TEXTURE8\",33993:\"TEXTURE9\",33994:\"TEXTURE10\",33995:\"TEXTURE11\",33996:\"TEXTURE12\",33997:\"TEXTURE13\",33998:\"TEXTURE14\",33999:\"TEXTURE15\",34e3:\"TEXTURE16\",34001:\"TEXTURE17\",34002:\"TEXTURE18\",34003:\"TEXTURE19\",34004:\"TEXTURE20\",34005:\"TEXTURE21\",34006:\"TEXTURE22\",34007:\"TEXTURE23\",34008:\"TEXTURE24\",34009:\"TEXTURE25\",34010:\"TEXTURE26\",34011:\"TEXTURE27\",34012:\"TEXTURE28\",34013:\"TEXTURE29\",34014:\"TEXTURE30\",34015:\"TEXTURE31\",34016:\"ACTIVE_TEXTURE\",34024:\"MAX_RENDERBUFFER_SIZE\",34041:\"DEPTH_STENCIL\",34055:\"INCR_WRAP\",34056:\"DECR_WRAP\",34067:\"TEXTURE_CUBE_MAP\",34068:\"TEXTURE_BINDING_CUBE_MAP\",34069:\"TEXTURE_CUBE_MAP_POSITIVE_X\",34070:\"TEXTURE_CUBE_MAP_NEGATIVE_X\",34071:\"TEXTURE_CUBE_MAP_POSITIVE_Y\",34072:\"TEXTURE_CUBE_MAP_NEGATIVE_Y\",34073:\"TEXTURE_CUBE_MAP_POSITIVE_Z\",34074:\"TEXTURE_CUBE_MAP_NEGATIVE_Z\",34076:\"MAX_CUBE_MAP_TEXTURE_SIZE\",34338:\"VERTEX_ATTRIB_ARRAY_ENABLED\",34339:\"VERTEX_ATTRIB_ARRAY_SIZE\",34340:\"VERTEX_ATTRIB_ARRAY_STRIDE\",34341:\"VERTEX_ATTRIB_ARRAY_TYPE\",34342:\"CURRENT_VERTEX_ATTRIB\",34373:\"VERTEX_ATTRIB_ARRAY_POINTER\",34466:\"NUM_COMPRESSED_TEXTURE_FOR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r=0;r<3;++r)t[0][r]=Math.min(t[0][r],e[r]),t[1][r]=Math.max(t[1][r],e[r])}l.isOpaque=function(){return!this.hasAlpha},l.isTransparent=function(){return this.hasAlpha},l.drawTransparent=l.draw=function(t){var e=this.gl,r=this.shader.uniforms;this.shader.bind();var n=r.view=t.view||o,a=r.projection=t.projection||o;r.model=t.model||o,r.clipBounds=this.clipBounds,r.opacity=this.opacity;var i=n[12],s=n[13],l=n[14],c=n[15],u=(t._ortho||!1?2:1)*this.pixelRatio*(a[3]*i+a[7]*s+a[11]*l+a[15]*c)/e.drawingBufferHeight;this.vao.bind();for(var h=0;h<3;++h)e.lineWidth(this.lineWidth[h]*this.pixelRatio),r.capSize=this.capSize[h]*u,this.lineCount[h]&&e.drawArrays(e.LINES,this.lineOffset[h],this.lineCount[h]);this.vao.unbind()};var u=function(){for(var t=new Array(3),e=0;e<3;++e){for(var r=[],n=1;n<=2;++n)for(var a=-1;a<=1;a+=2){var i=[0,0,0];i[(n+e)%3]=a,r.push(i)}t[e]=r}return t}();function h(t,e,r,n){for(var a=u[n],i=0;i<a.length;++i){var 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fragPosition;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], fragPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  gl_FragColor = opacity * fragColor;\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"offset\",type:\"vec3\"}])}},{\"gl-shader\":312,glslify:413}],266:[function(t,e,r){\"use strict\";var n=t(\"gl-texture2d\");e.exports=function(t,e,r,n){a||(a=t.FRAMEBUFFER_UNSUPPORTED,i=t.FRAMEBUFFER_INCOMPLETE_ATTACHMENT,o=t.FRAMEBUFFER_INCOMPLETE_DIMENSIONS,s=t.FRAMEBUFFER_INCOMPLETE_MISSING_ATTACHMENT);var c=t.getExtension(\"WEBGL_draw_buffers\");!l&&c&&function(t,e){var r=t.getParameter(e.MAX_COLOR_ATTACHMENTS_WEBGL);l=new Array(r+1);for(var n=0;n<=r;++n){for(var a=new Array(r),i=0;i<n;++i)a[i]=t.COLOR_ATTACHMENT0+i;for(i=n;i<r;++i)a[i]=t.NONE;l[n]=a}}(t,c);Array.isArray(e)&&(n=r,r=0|e[1],e=0|e[0]);if(\"number\"!=typeof e)throw new 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c(t){return[t.getParameter(t.FRAMEBUFFER_BINDING),t.getParameter(t.RENDERBUFFER_BINDING),t.getParameter(t.TEXTURE_BINDING_2D)]}function u(t,e){t.bindFramebuffer(t.FRAMEBUFFER,e[0]),t.bindRenderbuffer(t.RENDERBUFFER,e[1]),t.bindTexture(t.TEXTURE_2D,e[2])}function h(t){switch(t){case a:throw new Error(\"gl-fbo: Framebuffer unsupported\");case i:throw new Error(\"gl-fbo: Framebuffer incomplete attachment\");case o:throw new Error(\"gl-fbo: Framebuffer incomplete dimensions\");case s:throw new Error(\"gl-fbo: Framebuffer incomplete missing attachment\");default:throw new Error(\"gl-fbo: Framebuffer failed for unspecified reason\")}}function f(t,e,r,a,i,o){if(!a)return null;var s=n(t,e,r,i,a);return s.magFilter=t.NEAREST,s.minFilter=t.NEAREST,s.mipSamples=1,s.bind(),t.framebufferTexture2D(t.FRAMEBUFFER,o,t.TEXTURE_2D,s.handle,0),s}function p(t,e,r,n,a){var i=t.createRenderbuffer();return t.bindRenderbuffer(t.RENDERBUFFER,i),t.renderbufferStorage(t.RENDERBUFFER,n,e,r),t.framebufferRenderbuffer(t.FRAMEBUFFER,a,t.RENDERBUFFER,i),i}function d(t,e,r,n,a,i,o,s){this.gl=t,this._shape=[0|e,0|r],this._destroyed=!1,this._ext=s,this.color=new Array(a);for(var d=0;d<a;++d)this.color[d]=null;this._color_rb=null,this.depth=null,this._depth_rb=null,this._colorType=n,this._useDepth=i,this._useStencil=o;var g=this,m=[0|e,0|r];Object.defineProperties(m,{0:{get:function(){return g._shape[0]},set:function(t){return g.width=t}},1:{get:function(){return g._shape[1]},set:function(t){return g.height=t}}}),this._shapeVector=m,function(t){var e=c(t.gl),r=t.gl,n=t.handle=r.createFramebuffer(),a=t._shape[0],i=t._shape[1],o=t.color.length,s=t._ext,d=t._useStencil,g=t._useDepth,m=t._colorType;r.bindFramebuffer(r.FRAMEBUFFER,n);for(var v=0;v<o;++v)t.color[v]=f(r,a,i,m,r.RGBA,r.COLOR_ATTACHMENT0+v);0===o?(t._color_rb=p(r,a,i,r.RGBA4,r.COLOR_ATTACHMENT0),s&&s.drawBuffersWEBGL(l[0])):o>1&&s.drawBuffersWEBGL(l[o]);var y=r.getExtension(\"WEBGL_depth_texture\");y?d?t.depth=f(r,a,i,y.UNSIGNED_INT_24_8_WEBGL,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g&&(t.depth=f(r,a,i,r.UNSIGNED_SHORT,r.DEPTH_COMPONENT,r.DEPTH_ATTACHMENT)):g&&d?t._depth_rb=p(r,a,i,r.DEPTH_STENCIL,r.DEPTH_STENCIL_ATTACHMENT):g?t._depth_rb=p(r,a,i,r.DEPTH_COMPONENT16,r.DEPTH_ATTACHMENT):d&&(t._depth_rb=p(r,a,i,r.STENCIL_INDEX,r.STENCIL_ATTACHMENT));var x=r.checkFramebufferStatus(r.FRAMEBUFFER);if(x!==r.FRAMEBUFFER_COMPLETE){t._destroyed=!0,r.bindFramebuffer(r.FRAMEBUFFER,null),r.deleteFramebuffer(t.handle),t.handle=null,t.depth&&(t.depth.dispose(),t.depth=null),t._depth_rb&&(r.deleteRenderbuffer(t._depth_rb),t._depth_rb=null);for(v=0;v<t.color.length;++v)t.color[v].dispose(),t.color[v]=null;t._color_rb&&(r.deleteRenderbuffer(t._color_rb),t._color_rb=null),u(r,e),h(x)}u(r,e)}(this)}var g=d.prototype;function m(t,e,r){if(t._destroyed)throw new Error(\"gl-fbo: Can't resize destroyed FBO\");if(t._shape[0]!==e||t._shape[1]!==r){var n=t.gl,a=n.getParameter(n.MAX_RENDERBUFFER_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-fbo: Can't resize FBO, invalid dimensions\");t._shape[0]=e,t._shape[1]=r;for(var i=c(n),o=0;o<t.color.length;++o)t.color[o].shape=t._shape;t._color_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._color_rb),n.renderbufferStorage(n.RENDERBUFFER,n.RGBA4,t._shape[0],t._shape[1])),t.depth&&(t.depth.shape=t._shape),t._depth_rb&&(n.bindRenderbuffer(n.RENDERBUFFER,t._depth_rb),t._useDepth&&t._useStencil?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_STENCIL,t._shape[0],t._shape[1]):t._useDepth?n.renderbufferStorage(n.RENDERBUFFER,n.DEPTH_COMPONENT16,t._shape[0],t._shape[1]):t._useStencil&&n.renderbufferStorage(n.RENDERBUFFER,n.STENCIL_INDEX,t._shape[0],t._shape[1])),n.bindFramebuffer(n.FRAMEBUFFER,t.handle);var s=n.checkFramebufferStatus(n.FRAMEBUFFER);s!==n.FRAMEBUFFER_COMPLETE&&(t.dispose(),u(n,i),h(s)),u(n,i)}}Object.defineProperties(g,{shape:{get:function(){return this._destroyed?[0,0]:this._shapeVector},set:function(t){if(Array.isArray(t)||(t=[0|t,0|t]),2!==t.length)throw new Error(\"gl-fbo: Shape vector must be length 2\");var e=0|t[0],r=0|t[1];return m(this,e,r),[e,r]},enumerable:!1},width:{get:function(){return this._destroyed?0:this._shape[0]},set:function(t){return m(this,t|=0,this._shape[1]),t},enumerable:!1},height:{get:function(){return this._destroyed?0:this._shape[1]},set:function(t){return t|=0,m(this,this._shape[0],t),t},enumerable:!1}}),g.bind=function(){if(!this._destroyed){var t=this.gl;t.bindFramebuffer(t.FRAMEBUFFER,this.handle),t.viewport(0,0,this._shape[0],this._shape[1])}},g.dispose=function(){if(!this._destroyed){this._destroyed=!0;var t=this.gl;t.deleteFramebuffer(this.handle),this.handle=null,this.depth&&(this.depth.dispose(),this.depth=null),this._depth_rb&&(t.deleteRenderbuffer(this._depth_rb),this._depth_rb=null);for(var e=0;e<this.color.length;++e)this.color[e].dispose(),this.color[e]=null;this._color_rb&&(t.deleteRenderbuffer(this._color_rb),this._color_rb=null)}}},{\"gl-texture2d\":327}],267:[function(t,e,r){var n=t(\"sprintf-js\").sprintf,a=t(\"gl-constants/lookup\"),i=t(\"glsl-shader-name\"),o=t(\"add-line-numbers\");e.exports=function(t,e,r){\"use strict\";var s=i(e)||\"of unknown name (see npm glsl-shader-name)\",l=\"unknown type\";void 0!==r&&(l=r===a.FRAGMENT_SHADER?\"fragment\":\"vertex\");for(var c=n(\"Error compiling %s shader %s:\\n\",l,s),u=n(\"%s%s\",c,t),h=t.split(\"\\n\"),f={},p=0;p<h.length;p++){var d=h[p];if(\"\"!==d&&\"\\0\"!==d){var g=parseInt(d.split(\":\")[2]);if(isNaN(g))throw new Error(n(\"Could not parse error: %s\",d));f[g]=d}}var m=o(e).split(\"\\n\");for(p=0;p<m.length;p++)if(f[p+3]||f[p+2]||f[p+1]){var v=m[p];if(c+=v+\"\\n\",f[p+1]){var y=f[p+1];y=y.substr(y.split(\":\",3).join(\":\").length+1).trim(),c+=n(\"^^^ %s\\n\\n\",y)}}return{long:c.trim(),short:u.trim()}}},{\"add-line-numbers\":66,\"gl-constants/lookup\":263,\"glsl-shader-name\":405,\"sprintf-js\":539}],268:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.gl,n=o(r,l.vertex,l.fragment),a=o(r,l.pickVertex,l.pickFragment),i=s(r),u=s(r),h=s(r),f=s(r),p=new c(t,n,a,i,u,h,f);return p.update(e),t.addObject(p),p};var n=t(\"binary-search-bounds\"),a=t(\"iota-array\"),i=t(\"typedarray-pool\"),o=t(\"gl-shader\"),s=t(\"gl-buffer\"),l=t(\"./lib/shaders\");function c(t,e,r,n,a,i,o){this.plot=t,this.shader=e,this.pickShader=r,this.positionBuffer=n,this.weightBuffer=a,this.colorBuffer=i,this.idBuffer=o,this.xData=[],this.yData=[],this.shape=[0,0],this.bounds=[1/0,1/0,-1/0,-1/0],this.pickOffset=0}var u,h=c.prototype,f=[0,0,1,0,0,1,1,0,1,1,0,1];h.draw=(u=[1,0,0,0,1,0,0,0,1],function(){var t=this.plot,e=this.shader,r=this.bounds,n=this.numVertices;if(!(n<=0)){var a=t.gl,i=t.dataBox,o=r[2]-r[0],s=r[3]-r[1],l=i[2]-i[0],c=i[3]-i[1];u[0]=2*o/l,u[4]=2*s/c,u[6]=2*(r[0]-i[0])/l-1,u[7]=2*(r[1]-i[1])/c-1,e.bind();var h=e.uniforms;h.viewTransform=u,h.shape=this.shape;var f=e.attributes;this.positionBuffer.bind(),f.position.pointer(),this.weightBuffer.bind(),f.weight.pointer(a.UNSIGNED_BYTE,!1),this.colorBuffer.bind(),f.color.pointer(a.UNSIGNED_BYTE,!0),a.drawArrays(a.TRIANGLES,0,n)}}),h.drawPick=function(){var t=[1,0,0,0,1,0,0,0,1],e=[0,0,0,0];return function(r){var n=this.plot,a=this.pickShader,i=this.bounds,o=this.numVertices;if(!(o<=0)){var s=n.gl,l=n.dataBox,c=i[2]-i[0],u=i[3]-i[1],h=l[2]-l[0],f=l[3]-l[1];t[0]=2*c/h,t[4]=2*u/f,t[6]=2*(i[0]-l[0])/h-1,t[7]=2*(i[1]-l[1])/f-1;for(var p=0;p<4;++p)e[p]=r>>8*p&255;this.pickOffset=r,a.bind();var d=a.uniforms;d.viewTransform=t,d.pickOffset=e,d.shape=this.shape;var g=a.attributes;return this.positionBuffer.bind(),g.position.pointer(),this.weightBuffer.bind(),g.weight.pointer(s.UNSIGNED_BYTE,!1),this.idBuffer.bind(),g.pickId.pointer(s.UNSIGNED_BYTE,!1),s.drawArrays(s.TRIANGLES,0,o),r+this.shape[0]*this.shape[1]}}}(),h.pick=function(t,e,r){var n=this.pickOffset,a=this.shape[0]*this.shape[1];if(r<n||r>=n+a)return null;var i=r-n,o=this.xData,s=this.yData;return{object:this,pointId:i,dataCoord:[o[i%this.shape[0]],s[i/this.shape[0]|0]]}},h.update=function(t){var e=(t=t||{}).shape||[0,0],r=t.x||a(e[0]),o=t.y||a(e[1]),s=t.z||new Float32Array(e[0]*e[1]),l=!1!==t.zsmooth;this.xData=r,this.yData=o;var c,u,h,p,d=t.colorLevels||[0],g=t.colorValues||[0,0,0,1],m=d.length,v=this.bounds;l?(c=v[0]=r[0],u=v[1]=o[0],h=v[2]=r[r.length-1],p=v[3]=o[o.length-1]):(c=v[0]=r[0]+(r[1]-r[0])/2,u=v[1]=o[0]+(o[1]-o[0])/2,h=v[2]=r[r.length-1]+(r[r.length-1]-r[r.length-2])/2,p=v[3]=o[o.length-1]+(o[o.length-1]-o[o.length-2])/2);var y=1/(h-c),x=1/(p-u),b=e[0],_=e[1];this.shape=[b,_];var w=(l?(b-1)*(_-1):b*_)*(f.length>>>1);this.numVertices=w;for(var T=i.mallocUint8(4*w),k=i.mallocFloat32(2*w),M=i.mallocUint8(2*w),A=i.mallocUint32(w),S=0,E=l?b-1:b,C=l?_-1:_,L=0;L<C;++L){var P,I;l?(P=x*(o[L]-u),I=x*(o[L+1]-u)):(P=L<_-1?x*(o[L]-(o[L+1]-o[L])/2-u):x*(o[L]-(o[L]-o[L-1])/2-u),I=L<_-1?x*(o[L]+(o[L+1]-o[L])/2-u):x*(o[L]+(o[L]-o[L-1])/2-u));for(var z=0;z<E;++z){var O,D;l?(O=y*(r[z]-c),D=y*(r[z+1]-c)):(O=z<b-1?y*(r[z]-(r[z+1]-r[z])/2-c):y*(r[z]-(r[z]-r[z-1])/2-c),D=z<b-1?y*(r[z]+(r[z+1]-r[z])/2-c):y*(r[z]+(r[z]-r[z-1])/2-c));for(var R=0;R<f.length;R+=2){var F,B,N,j,U=f[R],V=f[R+1],q=s[l?(L+V)*b+(z+U):L*b+z],H=n.le(d,q);if(H<0)F=g[0],B=g[1],N=g[2],j=g[3];else if(H===m-1)F=g[4*m-4],B=g[4*m-3],N=g[4*m-2],j=g[4*m-1];else{var G=(q-d[H])/(d[H+1]-d[H]),Y=1-G,W=4*H,Z=4*(H+1);F=Y*g[W]+G*g[Z],B=Y*g[W+1]+G*g[Z+1],N=Y*g[W+2]+G*g[Z+2],j=Y*g[W+3]+G*g[Z+3]}T[4*S]=255*F,T[4*S+1]=255*B,T[4*S+2]=255*N,T[4*S+3]=255*j,k[2*S]=.5*O+.5*D,k[2*S+1]=.5*P+.5*I,M[2*S]=U,M[2*S+1]=V,A[S]=L*b+z,S+=1}}}this.positionBuffer.update(k),this.weightBuffer.update(M),this.colorBuffer.update(T),this.idBuffer.update(A),i.free(k),i.free(T),i.free(M),i.free(A)},h.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.positionBuffer.dispose(),this.weightBuffer.dispose(),this.colorBuffer.dispose(),this.idBuffer.dispose(),this.plot.removeObject(this)}},{\"./lib/shaders\":269,\"binary-search-bounds\":96,\"gl-buffer\":258,\"gl-shader\":312,\"iota-array\":437,\"typedarray-pool\":567}],269:[function(t,e,r){\"use strict\";var n=t(\"glslify\");e.exports={fragment:n([\"precision lowp float;\\n#define GLSLIFY 1\\nvarying vec4 fragColor;\\nvoid main() {\\n  gl_FragColor = vec4(fragColor.rgb * fragColor.a, fragColor.a);\\n}\\n\"]),vertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 color;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  fragColor = color;\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"]),pickFragment:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nuniform vec2 shape;\\nuniform vec4 pickOffset;\\n\\nvoid main() {\\n  vec2 d = step(.5, vWeight);\\n  vec4 id = fragId + pickOffset;\\n  id.x += d.x + d.y*shape.x;\\n\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  gl_FragColor = id/255.;\\n}\\n\"]),pickVertex:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\nattribute vec2 weight;\\n\\nuniform vec2 shape;\\nuniform mat3 viewTransform;\\n\\nvarying vec4 fragId;\\nvarying vec2 vWeight;\\n\\nvoid main() {\\n  vWeight = weight;\\n\\n  fragId = pickId;\\n\\n  vec3 vPosition = viewTransform * vec3( position + (weight-.5)/(shape-1.) , 1.0);\\n  gl_Position = vec4(vPosition.xy, 0, vPosition.z);\\n}\\n\"])}},{glslify:413}],270:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, nextPosition;\\nattribute float arcLength, lineWidth;\\nattribute vec4 color;\\n\\nuniform vec2 screenShape;\\nuniform float pixelRatio;\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 fragColor;\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  vec4 startPoint = project(position);\\n  vec4 endPoint   = project(nextPosition);\\n\\n  vec2 A = startPoint.xy / startPoint.w;\\n  vec2 B =   endPoint.xy /   endPoint.w;\\n\\n  float clipAngle = atan(\\n    (B.y - A.y) * screenShape.y,\\n    (B.x - A.x) * screenShape.x\\n  );\\n\\n  vec2 offset = 0.5 * pixelRatio * lineWidth * vec2(\\n    sin(clipAngle),\\n    -cos(clipAngle)\\n  ) / screenShape;\\n\\n  gl_Position = vec4(startPoint.xy + startPoint.w * offset, startPoint.zw);\\n\\n  worldPosition = position;\\n  pixelArcLength = arcLength;\\n  fragColor = color;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3      clipBounds[2];\\nuniform sampler2D dashTexture;\\nuniform float     dashScale;\\nuniform float     opacity;\\n\\nvarying vec3    worldPosition;\\nvarying float   pixelArcLength;\\nvarying vec4    fragColor;\\n\\nvoid main() {\\n  if (\\n    outOfRange(clipBounds[0], clipBounds[1], worldPosition) ||\\n    fragColor.a * opacity == 0.\\n  ) discard;\\n\\n  float dashWeight = texture2D(dashTexture, vec2(dashScale * pixelArcLength, 0)).r;\\n  if(dashWeight < 0.5) {\\n    discard;\\n  }\\n  gl_FragColor = fragColor * opacity;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\n#define FLOAT_MAX  1.70141184e38\\n#define FLOAT_MIN  1.17549435e-38\\n\\n// https://github.com/mikolalysenko/glsl-read-float/blob/master/index.glsl\\nvec4 packFloat(float v) {\\n  float av = abs(v);\\n\\n  //Handle special cases\\n  if(av < FLOAT_MIN) {\\n    return vec4(0.0, 0.0, 0.0, 0.0);\\n  } else if(v > FLOAT_MAX) {\\n    return vec4(127.0, 128.0, 0.0, 0.0) / 255.0;\\n  } else if(v < -FLOAT_MAX) {\\n    return vec4(255.0, 128.0, 0.0, 0.0) / 255.0;\\n  }\\n\\n  vec4 c = vec4(0,0,0,0);\\n\\n  //Compute exponent and mantissa\\n  float e = floor(log2(av));\\n  float m = av * pow(2.0, -e) - 1.0;\\n\\n  //Unpack mantissa\\n  c[1] = floor(128.0 * m);\\n  m -= c[1] / 128.0;\\n  c[2] = floor(32768.0 * m);\\n  m -= c[2] / 32768.0;\\n  c[3] = floor(8388608.0 * m);\\n\\n  //Unpack exponent\\n  float ebias = e + 127.0;\\n  c[0] = floor(ebias / 2.0);\\n  ebias -= c[0] * 2.0;\\n  c[1] += floor(ebias) * 128.0;\\n\\n  //Unpack sign bit\\n  c[0] += 128.0 * step(0.0, -v);\\n\\n  //Scale back to range\\n  return c / 255.0;\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform float pickId;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 worldPosition;\\nvarying float pixelArcLength;\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], worldPosition)) discard;\\n\\n  gl_FragColor = vec4(pickId/255.0, packFloat(pixelArcLength).xyz);\\n}\"]),l=[{name:\"position\",type:\"vec3\"},{name:\"nextPosition\",type:\"vec3\"},{name:\"arcLength\",type:\"float\"},{name:\"lineWidth\",type:\"float\"},{name:\"color\",type:\"vec4\"}];r.createShader=function(t){return a(t,i,o,null,l)},r.createPickShader=function(t){return a(t,i,s,null,l)}},{\"gl-shader\":312,glslify:413}],271:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl||t.scene&&t.scene.gl,r=h(e);r.attributes.position.location=0,r.attributes.nextPosition.location=1,r.attributes.arcLength.location=2,r.attributes.lineWidth.location=3,r.attributes.color.location=4;var o=f(e);o.attributes.position.location=0,o.attributes.nextPosition.location=1,o.attributes.arcLength.location=2,o.attributes.lineWidth.location=3,o.attributes.color.location=4;for(var s=n(e),l=a(e,[{buffer:s,size:3,offset:0,stride:48},{buffer:s,size:3,offset:12,stride:48},{buffer:s,size:1,offset:24,stride:48},{buffer:s,size:1,offset:28,stride:48},{buffer:s,size:4,offset:32,stride:48}]),u=c(new Array(1024),[256,1,4]),p=0;p<1024;++p)u.data[p]=255;var d=i(e,u);d.wrap=e.REPEAT;var g=new v(e,r,o,s,l,d);return g.update(t),g};var n=t(\"gl-buffer\"),a=t(\"gl-vao\"),i=t(\"gl-texture2d\"),o=new Uint8Array(4),s=new Float32Array(o.buffer);var l=t(\"binary-search-bounds\"),c=t(\"ndarray\"),u=t(\"./lib/shaders\"),h=u.createShader,f=u.createPickShader,p=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function d(t,e){for(var r=0,n=0;n<3;++n){var a=t[n]-e[n];r+=a*a}return Math.sqrt(r)}function g(t){for(var e=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],r=0;r<3;++r)e[0][r]=Math.max(t[0][r],e[0][r]),e[1][r]=Math.min(t[1][r],e[1][r]);return e}function m(t,e,r,n){this.arcLength=t,this.position=e,this.index=r,this.dataCoordinate=n}function v(t,e,r,n,a,i){this.gl=t,this.shader=e,this.pickShader=r,this.buffer=n,this.vao=a,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.points=[],this.arcLength=[],this.vertexCount=0,this.bounds=[[0,0,0],[0,0,0]],this.pickId=0,this.lineWidth=1,this.texture=i,this.dashScale=1,this.opacity=1,this.hasAlpha=!1,this.dirty=!0,this.pixelRatio=1}var y=v.prototype;y.isTransparent=function(){return this.hasAlpha},y.isOpaque=function(){return!this.hasAlpha},y.pickSlots=1,y.setPickBase=function(t){this.pickId=t},y.drawTransparent=y.draw=function(t){if(this.vertexCount){var e=this.gl,r=this.shader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,clipBounds:g(this.clipBounds),dashTexture:this.texture.bind(),dashScale:this.dashScale/this.arcLength[this.arcLength.length-1],opacity:this.opacity,screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.drawPick=function(t){if(this.vertexCount){var e=this.gl,r=this.pickShader,n=this.vao;r.bind(),r.uniforms={model:t.model||p,view:t.view||p,projection:t.projection||p,pickId:this.pickId,clipBounds:g(this.clipBounds),screenShape:[e.drawingBufferWidth,e.drawingBufferHeight],pixelRatio:this.pixelRatio},n.bind(),n.draw(e.TRIANGLE_STRIP,this.vertexCount),n.unbind()}},y.update=function(t){var e,r;this.dirty=!0;var 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t[0]=1-(p+g),t[1]=h+y,t[2]=f-v,t[3]=0,t[4]=h-y,t[5]=1-(u+g),t[6]=d+m,t[7]=0,t[8]=f+v,t[9]=d-m,t[10]=1-(u+p),t[11]=0,t[12]=r[0],t[13]=r[1],t[14]=r[2],t[15]=1,t}},{}],277:[function(t,e,r){e.exports=function(t){return t[0]=1,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=1,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=1,t[11]=0,t[12]=0,t[13]=0,t[14]=0,t[15]=1,t}},{}],278:[function(t,e,r){e.exports=function(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=e[4],s=e[5],l=e[6],c=e[7],u=e[8],h=e[9],f=e[10],p=e[11],d=e[12],g=e[13],m=e[14],v=e[15],y=r*s-n*o,x=r*l-a*o,b=r*c-i*o,_=n*l-a*s,w=n*c-i*s,T=a*c-i*l,k=u*g-h*d,M=u*m-f*d,A=u*v-p*d,S=h*m-f*g,E=h*v-p*g,C=f*v-p*m,L=y*C-x*E+b*S+_*A-w*M+T*k;if(!L)return null;return L=1/L,t[0]=(s*C-l*E+c*S)*L,t[1]=(a*E-n*C-i*S)*L,t[2]=(g*T-m*w+v*_)*L,t[3]=(f*w-h*T-p*_)*L,t[4]=(l*A-o*C-c*M)*L,t[5]=(r*C-a*A+i*M)*L,t[6]=(m*b-d*T-v*x)*L,t[7]=(u*T-f*b+p*x)*L,t[8]=(o*E-s*A+c*k)*L,t[9]=(n*A-r*E-i*k)*L,t[10]=(d*w-g*b+v*y)*L,t[11]=(h*b-u*w-p*y)*L,t[12]=(s*M-o*S-l*k)*L,t[13]=(r*S-n*M+a*k)*L,t[14]=(g*x-d*_-m*y)*L,t[15]=(u*_-h*x+f*y)*L,t}},{}],279:[function(t,e,r){var n=t(\"./identity\");e.exports=function(t,e,r,a){var i,o,s,l,c,u,h,f,p,d,g=e[0],m=e[1],v=e[2],y=a[0],x=a[1],b=a[2],_=r[0],w=r[1],T=r[2];if(Math.abs(g-_)<1e-6&&Math.abs(m-w)<1e-6&&Math.abs(v-T)<1e-6)return n(t);h=g-_,f=m-w,p=v-T,d=1/Math.sqrt(h*h+f*f+p*p),i=x*(p*=d)-b*(f*=d),o=b*(h*=d)-y*p,s=y*f-x*h,(d=Math.sqrt(i*i+o*o+s*s))?(i*=d=1/d,o*=d,s*=d):(i=0,o=0,s=0);l=f*s-p*o,c=p*i-h*s,u=h*o-f*i,(d=Math.sqrt(l*l+c*c+u*u))?(l*=d=1/d,c*=d,u*=d):(l=0,c=0,u=0);return t[0]=i,t[1]=l,t[2]=h,t[3]=0,t[4]=o,t[5]=c,t[6]=f,t[7]=0,t[8]=s,t[9]=u,t[10]=p,t[11]=0,t[12]=-(i*g+o*m+s*v),t[13]=-(l*g+c*m+u*v),t[14]=-(h*g+f*m+p*v),t[15]=1,t}},{\"./identity\":277}],280:[function(t,e,r){e.exports=function(t,e,r){var n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],g=e[12],m=e[13],v=e[14],y=e[15],x=r[0],b=r[1],_=r[2],w=r[3];return t[0]=x*n+b*s+_*h+w*g,t[1]=x*a+b*l+_*f+w*m,t[2]=x*i+b*c+_*p+w*v,t[3]=x*o+b*u+_*d+w*y,x=r[4],b=r[5],_=r[6],w=r[7],t[4]=x*n+b*s+_*h+w*g,t[5]=x*a+b*l+_*f+w*m,t[6]=x*i+b*c+_*p+w*v,t[7]=x*o+b*u+_*d+w*y,x=r[8],b=r[9],_=r[10],w=r[11],t[8]=x*n+b*s+_*h+w*g,t[9]=x*a+b*l+_*f+w*m,t[10]=x*i+b*c+_*p+w*v,t[11]=x*o+b*u+_*d+w*y,x=r[12],b=r[13],_=r[14],w=r[15],t[12]=x*n+b*s+_*h+w*g,t[13]=x*a+b*l+_*f+w*m,t[14]=x*i+b*c+_*p+w*v,t[15]=x*o+b*u+_*d+w*y,t}},{}],281:[function(t,e,r){e.exports=function(t,e,r,n,a,i,o){var s=1/(e-r),l=1/(n-a),c=1/(i-o);return t[0]=-2*s,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=-2*l,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=2*c,t[11]=0,t[12]=(e+r)*s,t[13]=(a+n)*l,t[14]=(o+i)*c,t[15]=1,t}},{}],282:[function(t,e,r){e.exports=function(t,e,r,n,a){var i=1/Math.tan(e/2),o=1/(n-a);return t[0]=i/r,t[1]=0,t[2]=0,t[3]=0,t[4]=0,t[5]=i,t[6]=0,t[7]=0,t[8]=0,t[9]=0,t[10]=(a+n)*o,t[11]=-1,t[12]=0,t[13]=0,t[14]=2*a*n*o,t[15]=0,t}},{}],283:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E=n[0],C=n[1],L=n[2],P=Math.sqrt(E*E+C*C+L*L);if(Math.abs(P)<1e-6)return null;E*=P=1/P,C*=P,L*=P,a=Math.sin(r),i=Math.cos(r),o=1-i,s=e[0],l=e[1],c=e[2],u=e[3],h=e[4],f=e[5],p=e[6],d=e[7],g=e[8],m=e[9],v=e[10],y=e[11],x=E*E*o+i,b=C*E*o+L*a,_=L*E*o-C*a,w=E*C*o-L*a,T=C*C*o+i,k=L*C*o+E*a,M=E*L*o+C*a,A=C*L*o-E*a,S=L*L*o+i,t[0]=s*x+h*b+g*_,t[1]=l*x+f*b+m*_,t[2]=c*x+p*b+v*_,t[3]=u*x+d*b+y*_,t[4]=s*w+h*T+g*k,t[5]=l*w+f*T+m*k,t[6]=c*w+p*T+v*k,t[7]=u*w+d*T+y*k,t[8]=s*M+h*A+g*S,t[9]=l*M+f*A+m*S,t[10]=c*M+p*A+v*S,t[11]=u*M+d*A+y*S,e!==t&&(t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t}},{}],284:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[4],o=e[5],s=e[6],l=e[7],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=e[3],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[4]=i*a+c*n,t[5]=o*a+u*n,t[6]=s*a+h*n,t[7]=l*a+f*n,t[8]=c*a-i*n,t[9]=u*a-o*n,t[10]=h*a-s*n,t[11]=f*a-l*n,t}},{}],285:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[8],u=e[9],h=e[10],f=e[11];e!==t&&(t[4]=e[4],t[5]=e[5],t[6]=e[6],t[7]=e[7],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a-c*n,t[1]=o*a-u*n,t[2]=s*a-h*n,t[3]=l*a-f*n,t[8]=i*n+c*a,t[9]=o*n+u*a,t[10]=s*n+h*a,t[11]=l*n+f*a,t}},{}],286:[function(t,e,r){e.exports=function(t,e,r){var n=Math.sin(r),a=Math.cos(r),i=e[0],o=e[1],s=e[2],l=e[3],c=e[4],u=e[5],h=e[6],f=e[7];e!==t&&(t[8]=e[8],t[9]=e[9],t[10]=e[10],t[11]=e[11],t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15]);return t[0]=i*a+c*n,t[1]=o*a+u*n,t[2]=s*a+h*n,t[3]=l*a+f*n,t[4]=c*a-i*n,t[5]=u*a-o*n,t[6]=h*a-s*n,t[7]=f*a-l*n,t}},{}],287:[function(t,e,r){e.exports=function(t,e,r){var n=r[0],a=r[1],i=r[2];return t[0]=e[0]*n,t[1]=e[1]*n,t[2]=e[2]*n,t[3]=e[3]*n,t[4]=e[4]*a,t[5]=e[5]*a,t[6]=e[6]*a,t[7]=e[7]*a,t[8]=e[8]*i,t[9]=e[9]*i,t[10]=e[10]*i,t[11]=e[11]*i,t[12]=e[12],t[13]=e[13],t[14]=e[14],t[15]=e[15],t}},{}],288:[function(t,e,r){e.exports=function(t,e,r){var n,a,i,o,s,l,c,u,h,f,p,d,g=r[0],m=r[1],v=r[2];e===t?(t[12]=e[0]*g+e[4]*m+e[8]*v+e[12],t[13]=e[1]*g+e[5]*m+e[9]*v+e[13],t[14]=e[2]*g+e[6]*m+e[10]*v+e[14],t[15]=e[3]*g+e[7]*m+e[11]*v+e[15]):(n=e[0],a=e[1],i=e[2],o=e[3],s=e[4],l=e[5],c=e[6],u=e[7],h=e[8],f=e[9],p=e[10],d=e[11],t[0]=n,t[1]=a,t[2]=i,t[3]=o,t[4]=s,t[5]=l,t[6]=c,t[7]=u,t[8]=h,t[9]=f,t[10]=p,t[11]=d,t[12]=n*g+s*m+h*v+e[12],t[13]=a*g+l*m+f*v+e[13],t[14]=i*g+c*m+p*v+e[14],t[15]=o*g+u*m+d*v+e[15]);return t}},{}],289:[function(t,e,r){e.exports=function(t,e){if(t===e){var r=e[1],n=e[2],a=e[3],i=e[6],o=e[7],s=e[11];t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=r,t[6]=e[9],t[7]=e[13],t[8]=n,t[9]=i,t[11]=e[14],t[12]=a,t[13]=o,t[14]=s}else t[0]=e[0],t[1]=e[4],t[2]=e[8],t[3]=e[12],t[4]=e[1],t[5]=e[5],t[6]=e[9],t[7]=e[13],t[8]=e[2],t[9]=e[6],t[10]=e[10],t[11]=e[14],t[12]=e[3],t[13]=e[7],t[14]=e[11],t[15]=e[15];return t}},{}],290:[function(t,e,r){\"use strict\";var n=t(\"barycentric\"),a=t(\"polytope-closest-point/lib/closest_point_2d.js\");function i(t,e){for(var r=[0,0,0,0],n=0;n<4;++n)for(var a=0;a<4;++a)r[a]+=t[4*n+a]*e[n];return r}function o(t,e,r,n,a){for(var o=i(n,i(r,i(e,[t[0],t[1],t[2],1]))),s=0;s<3;++s)o[s]/=o[3];return[.5*a[0]*(1+o[0]),.5*a[1]*(1-o[1])]}function s(t,e){for(var r=[0,0,0],n=0;n<t.length;++n)for(var a=t[n],i=e[n],o=0;o<3;++o)r[o]+=i*a[o];return r}e.exports=function(t,e,r,i,l,c){if(1===t.length)return[0,t[0].slice()];for(var u=new Array(t.length),h=0;h<t.length;++h)u[h]=o(t[h],r,i,l,c);var f=0,p=1/0;for(h=0;h<u.length;++h){for(var d=0,g=0;g<2;++g)d+=Math.pow(u[h][g]-e[g],2);d<p&&(p=d,f=h)}var m=function(t,e){if(2===t.length){for(var r=0,i=0,o=0;o<2;++o)r+=Math.pow(e[o]-t[0][o],2),i+=Math.pow(e[o]-t[1][o],2);return r=Math.sqrt(r),i=Math.sqrt(i),r+i<1e-6?[1,0]:[i/(r+i),r/(i+r)]}if(3===t.length){var s=[0,0];return a(t[0],t[1],t[2],e,s),n(t,s)}return[]}(u,e),v=0;for(h=0;h<3;++h){if(m[h]<-.001||m[h]>1.0001)return null;v+=m[h]}if(Math.abs(v-1)>.001)return null;return[f,s(t,m),m]}},{barycentric:78,\"polytope-closest-point/lib/closest_point_2d.js\":499}],291:[function(t,e,r){var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position, normal;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model\\n           , view\\n           , projection\\n           , inverseModel;\\nuniform vec3 eyePosition\\n           , lightPosition;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvec4 project(vec3 p) {\\n  return projection * view * model * vec4(p, 1.0);\\n}\\n\\nvoid main() {\\n  gl_Position      = project(position);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * vec4(position , 1.0);\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal  = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  f_color          = color;\\n  f_data           = position;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\n//#pragma glslify: beckmann = require(glsl-specular-beckmann) // used in gl-surface3d\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness\\n            , fresnel\\n            , kambient\\n            , kdiffuse\\n            , kspecular;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal\\n           , f_lightDirection\\n           , f_eyeDirection\\n           , f_data;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (f_color.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], f_data)\\n  ) discard;\\n\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  //float specular = max(0.0, beckmann(L, V, N, roughness)); // used in gl-surface3d\\n\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = vec4(f_color.rgb, 1.0) * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * f_color.a;\\n}\\n\"]),o=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_color = color;\\n  f_data  = position;\\n  f_uv    = uv;\\n}\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec3 f_data;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_data)) discard;\\n\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),l=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 uv;\\nattribute float pointSize;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0 ,0.0 ,0.0);\\n  } else {\\n    gl_Position = projection * view * model * vec4(position, 1.0);\\n  }\\n  gl_PointSize = pointSize;\\n  f_color = color;\\n  f_uv = uv;\\n}\"]),c=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D texture;\\nuniform float opacity;\\n\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  vec2 pointR = gl_PointCoord.xy - vec2(0.5, 0.5);\\n  if(dot(pointR, pointR) > 0.25) {\\n    discard;\\n  }\\n  gl_FragColor = f_color * texture2D(texture, f_uv) * opacity;\\n}\"]),u=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n  f_id        = id;\\n  f_position  = position;\\n}\"]),h=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]),f=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3  position;\\nattribute float pointSize;\\nattribute vec4  id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0.0, 0.0, 0.0, 0.0);\\n  } else {\\n    gl_Position  = projection * view * model * vec4(position, 1.0);\\n    gl_PointSize = pointSize;\\n  }\\n  f_id         = id;\\n  f_position   = position;\\n}\"]),p=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec3 position;\\n\\nuniform mat4 model, view, projection;\\n\\nvoid main() {\\n  gl_Position = projection * view * model * vec4(position, 1.0);\\n}\"]),d=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform vec3 contourColor;\\n\\nvoid main() {\\n  gl_FragColor = vec4(contourColor, 1.0);\\n}\\n\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.wireShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"}]},r.pointShader={vertex:l,fragment:c,attributes:[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"pointSize\",type:\"float\"}]},r.pickShader={vertex:u,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"id\",type:\"vec4\"}]},r.pointPickShader={vertex:f,fragment:h,attributes:[{name:\"position\",type:\"vec3\"},{name:\"pointSize\",type:\"float\"},{name:\"id\",type:\"vec4\"}]},r.contourShader={vertex:p,fragment:d,attributes:[{name:\"position\",type:\"vec3\"}]}},{glslify:413}],292:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"normals\"),l=t(\"gl-mat4/multiply\"),c=t(\"gl-mat4/invert\"),u=t(\"ndarray\"),h=t(\"colormap\"),f=t(\"simplicial-complex-contour\"),p=t(\"typedarray-pool\"),d=t(\"./lib/shaders\"),g=t(\"./lib/closest-point\"),m=d.meshShader,v=d.wireShader,y=d.pointShader,x=d.pickShader,b=d.pointPickShader,_=d.contourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function T(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,T,k,M,A,S){this.gl=t,this.pixelRatio=1,this.cells=[],this.positions=[],this.intensity=[],this.texture=e,this.dirty=!0,this.triShader=r,this.lineShader=n,this.pointShader=a,this.pickShader=i,this.pointPickShader=o,this.contourShader=s,this.trianglePositions=l,this.triangleColors=u,this.triangleNormals=f,this.triangleUVs=h,this.triangleIds=c,this.triangleVAO=p,this.triangleCount=0,this.lineWidth=1,this.edgePositions=d,this.edgeColors=m,this.edgeUVs=v,this.edgeIds=g,this.edgeVAO=y,this.edgeCount=0,this.pointPositions=x,this.pointColors=_,this.pointUVs=T,this.pointSizes=k,this.pointIds=b,this.pointVAO=M,this.pointCount=0,this.contourLineWidth=1,this.contourPositions=A,this.contourVAO=S,this.contourCount=0,this.contourColor=[0,0,0],this.contourEnable=!0,this.pickVertex=!0,this.pickId=1,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.lightPosition=[1e5,1e5,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.opacity=1,this.hasAlpha=!1,this.opacityscale=!1,this._model=w,this._view=w,this._projection=w,this._resolution=[1,1]}var k=T.prototype;function M(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}function A(t){var e=n(t,m.vertex,m.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.normal.location=4,e}function S(t){var e=n(t,v.vertex,v.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e}function E(t){var e=n(t,y.vertex,y.fragment);return e.attributes.position.location=0,e.attributes.color.location=2,e.attributes.uv.location=3,e.attributes.pointSize.location=4,e}function C(t){var e=n(t,x.vertex,x.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e}function L(t){var e=n(t,b.vertex,b.fragment);return e.attributes.position.location=0,e.attributes.id.location=1,e.attributes.pointSize.location=4,e}function P(t){var e=n(t,_.vertex,_.fragment);return e.attributes.position.location=0,e}k.isOpaque=function(){return!this.hasAlpha},k.isTransparent=function(){return this.hasAlpha},k.pickSlots=1,k.setPickBase=function(t){this.pickId=t},k.highlight=function(t){if(t&&this.contourEnable){for(var e=f(this.cells,this.intensity,t.intensity),r=e.cells,n=e.vertexIds,a=e.vertexWeights,i=r.length,o=p.mallocFloat32(6*i),s=0,l=0;l<i;++l)for(var c=r[l],u=0;u<2;++u){var h=c[0];2===c.length&&(h=c[u]);for(var d=n[h][0],g=n[h][1],m=a[h],v=1-m,y=this.positions[d],x=this.positions[g],b=0;b<3;++b)o[s++]=m*y[b]+v*x[b]}this.contourCount=s/3|0,this.contourPositions.update(o.subarray(0,s)),p.free(o)}else this.contourCount=0},k.update=function(t){t=t||{};var e=this.gl;this.dirty=!0,\"contourEnable\"in t&&(this.contourEnable=t.contourEnable),\"contourColor\"in t&&(this.contourColor=t.contourColor),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"lightPosition\"in t&&(this.lightPosition=t.lightPosition),this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=t.opacity,this.opacity<1&&(this.hasAlpha=!0)),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale,this.hasAlpha=!0),\"ambient\"in t&&(this.ambientLight=t.ambient),\"diffuse\"in t&&(this.diffuseLight=t.diffuse),\"specular\"in t&&(this.specularLight=t.specular),\"roughness\"in t&&(this.roughness=t.roughness),\"fresnel\"in t&&(this.fresnel=t.fresnel),t.texture?(this.texture.dispose(),this.texture=o(e,t.texture)):t.colormap&&(this.texture.shape=[256,256],this.texture.minFilter=e.LINEAR_MIPMAP_LINEAR,this.texture.magFilter=e.LINEAR,this.texture.setPixels(function(t,e){for(var r=h({colormap:t,nshades:256,format:\"rgba\"}),n=new Uint8Array(1024),a=0;a<256;++a){for(var i=r[a],o=0;o<3;++o)n[4*a+o]=i[o];n[4*a+3]=e?255*M(a/255,e):255*i[3]}return u(n,[256,256,4],[4,0,1])}(t.colormap,this.opacityscale)),this.texture.generateMipmap());var r=t.cells,n=t.positions;if(n&&r){var a=[],i=[],l=[],c=[],f=[],p=[],d=[],g=[],m=[],v=[],y=[],x=[],b=[],_=[];this.cells=r,this.positions=n;var w=t.vertexNormals,T=t.cellNormals,k=void 0===t.vertexNormalsEpsilon?1e-6:t.vertexNormalsEpsilon,A=void 0===t.faceNormalsEpsilon?1e-6:t.faceNormalsEpsilon;t.useFacetNormals&&!T&&(T=s.faceNormals(r,n,A)),T||w||(w=s.vertexNormals(r,n,k));var S=t.vertexColors,E=t.cellColors,C=t.meshColor||[1,1,1,1],L=t.vertexUVs,P=t.vertexIntensity,I=t.cellUVs,z=t.cellIntensity,O=1/0,D=-1/0;if(!L&&!I)if(P)if(t.vertexIntensityBounds)O=+t.vertexIntensityBounds[0],D=+t.vertexIntensityBounds[1];else for(var R=0;R<P.length;++R){var F=P[R];O=Math.min(O,F),D=Math.max(D,F)}else if(z)if(t.cellIntensityBounds)O=+t.cellIntensityBounds[0],D=+t.cellIntensityBounds[1];else for(R=0;R<z.length;++R){F=z[R];O=Math.min(O,F),D=Math.max(D,F)}else for(R=0;R<n.length;++R){F=n[R][2];O=Math.min(O,F),D=Math.max(D,F)}this.intensity=P||(z||function(t){for(var e=t.length,r=new Array(e),n=0;n<e;++n)r[n]=t[n][2];return r}(n)),this.pickVertex=!(z||E);var B=t.pointSizes,N=t.pointSize||1;this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(R=0;R<n.length;++R)for(var j=n[R],U=0;U<3;++U)!isNaN(j[U])&&isFinite(j[U])&&(this.bounds[0][U]=Math.min(this.bounds[0][U],j[U]),this.bounds[1][U]=Math.max(this.bounds[1][U],j[U]));var V=0,q=0,H=0;t:for(R=0;R<r.length;++R){var G=r[R];switch(G.length){case 1:for(j=n[W=G[0]],U=0;U<3;++U)if(isNaN(j[U])||!isFinite(j[U]))continue t;v.push(j[0],j[1],j[2]),Z=S?S[W]:E?E[R]:C,this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?y.push(Z[0],Z[1],Z[2],this.opacity):(y.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],x.push(X[0],X[1]),B?b.push(B[W]):b.push(N),_.push(R),H+=1;break;case 2:for(U=0;U<2;++U){j=n[W=G[U]];for(var Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t}for(U=0;U<2;++U){j=n[W=G[U]];p.push(j[0],j[1],j[2]),Z=S?S[W]:E?E[R]:C,this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?d.push(Z[0],Z[1],Z[2],this.opacity):(d.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],g.push(X[0],X[1]),m.push(R)}q+=1;break;case 3:for(U=0;U<3;++U)for(j=n[W=G[U]],Y=0;Y<3;++Y)if(isNaN(j[Y])||!isFinite(j[Y]))continue t;for(U=0;U<3;++U){var W,Z,X,J;j=n[W=G[2-U]];a.push(j[0],j[1],j[2]),(Z=S?S[W]:E?E[R]:C)?this.opacityscale&&P?i.push(Z[0],Z[1],Z[2],this.opacity*M((P[W]-O)/(D-O),this.opacityscale)):3===Z.length?i.push(Z[0],Z[1],Z[2],this.opacity):(i.push(Z[0],Z[1],Z[2],Z[3]*this.opacity),Z[3]<1&&(this.hasAlpha=!0)):i.push(.5,.5,.5,1),X=L?L[W]:P?[(P[W]-O)/(D-O),0]:I?I[R]:z?[(z[R]-O)/(D-O),0]:[(j[2]-O)/(D-O),0],c.push(X[0],X[1]),J=w?w[W]:T[R],l.push(J[0],J[1],J[2]),f.push(R)}V+=1}}this.pointCount=H,this.edgeCount=q,this.triangleCount=V,this.pointPositions.update(v),this.pointColors.update(y),this.pointUVs.update(x),this.pointSizes.update(b),this.pointIds.update(new Uint32Array(_)),this.edgePositions.update(p),this.edgeColors.update(d),this.edgeUVs.update(g),this.edgeIds.update(new Uint32Array(m)),this.trianglePositions.update(a),this.triangleColors.update(i),this.triangleUVs.update(c),this.triangleNormals.update(l),this.triangleIds.update(new Uint32Array(f))}},k.drawTransparent=k.draw=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);var s={model:r,view:n,projection:a,inverseModel:w.slice(),clipBounds:i,kambient:this.ambientLight,kdiffuse:this.diffuseLight,kspecular:this.specularLight,roughness:this.roughness,fresnel:this.fresnel,eyePosition:[0,0,0],lightPosition:[0,0,0],contourColor:this.contourColor,texture:0};s.inverseModel=c(s.inverseModel,s.model),e.disable(e.CULL_FACE),this.texture.bind(0);var u=new Array(16);l(u,s.view,s.model),l(u,s.projection,u),c(u,u);for(o=0;o<3;++o)s.eyePosition[o]=u[12+o]/u[15];var h,f=u[15];for(o=0;o<3;++o)f+=this.lightPosition[o]*u[4*o+3];for(o=0;o<3;++o){for(var p=u[12+o],d=0;d<3;++d)p+=u[4*d+o]*this.lightPosition[d];s.lightPosition[o]=p/f}this.triangleCount>0&&((h=this.triShader).bind(),h.uniforms=s,this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind());this.edgeCount>0&&this.lineWidth>0&&((h=this.lineShader).bind(),h.uniforms=s,this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind());this.pointCount>0&&((h=this.pointShader).bind(),h.uniforms=s,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind());this.contourEnable&&this.contourCount>0&&this.contourLineWidth>0&&((h=this.contourShader).bind(),h.uniforms=s,this.contourVAO.bind(),e.drawArrays(e.LINES,0,this.contourCount),this.contourVAO.unbind())},k.drawPick=function(t){t=t||{};for(var e=this.gl,r=t.model||w,n=t.view||w,a=t.projection||w,i=[[-1e6,-1e6,-1e6],[1e6,1e6,1e6]],o=0;o<3;++o)i[0][o]=Math.max(i[0][o],this.clipBounds[0][o]),i[1][o]=Math.min(i[1][o],this.clipBounds[1][o]);this._model=[].slice.call(r),this._view=[].slice.call(n),this._projection=[].slice.call(a),this._resolution=[e.drawingBufferWidth,e.drawingBufferHeight];var s,l={model:r,view:n,projection:a,clipBounds:i,pickId:this.pickId/255};((s=this.pickShader).bind(),s.uniforms=l,this.triangleCount>0&&(this.triangleVAO.bind(),e.drawArrays(e.TRIANGLES,0,3*this.triangleCount),this.triangleVAO.unbind()),this.edgeCount>0&&(this.edgeVAO.bind(),e.lineWidth(this.lineWidth*this.pixelRatio),e.drawArrays(e.LINES,0,2*this.edgeCount),this.edgeVAO.unbind()),this.pointCount>0)&&((s=this.pointPickShader).bind(),s.uniforms=l,this.pointVAO.bind(),e.drawArrays(e.POINTS,0,this.pointCount),this.pointVAO.unbind())},k.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;for(var e=t.value[0]+256*t.value[1]+65536*t.value[2],r=this.cells[e],n=this.positions,a=new Array(r.length),i=0;i<r.length;++i)a[i]=n[r[i]];var o=t.coord[0],s=t.coord[1];if(!this.pickVertex){var l=this.positions[r[0]],c=this.positions[r[1]],u=this.positions[r[2]],h=[(l[0]+c[0]+u[0])/3,(l[1]+c[1]+u[1])/3,(l[2]+c[2]+u[2])/3];return{_cellCenter:!0,position:[o,s],index:e,cell:r,cellId:e,intensity:this.intensity[e],dataCoordinate:h}}var f=g(a,[o*this.pixelRatio,this._resolution[1]-s*this.pixelRatio],this._model,this._view,this._projection,this._resolution);if(!f)return null;var p=f[2],d=0;for(i=0;i<r.length;++i)d+=p[i]*this.intensity[r[i]];return{position:f[1],index:r[f[0]],cell:r,cellId:e,intensity:d,dataCoordinate:this.positions[r[f[0]]]}},k.dispose=function(){this.texture.dispose(),this.triShader.dispose(),this.lineShader.dispose(),this.pointShader.dispose(),this.pickShader.dispose(),this.pointPickShader.dispose(),this.triangleVAO.dispose(),this.trianglePositions.dispose(),this.triangleColors.dispose(),this.triangleUVs.dispose(),this.triangleNormals.dispose(),this.triangleIds.dispose(),this.edgeVAO.dispose(),this.edgePositions.dispose(),this.edgeColors.dispose(),this.edgeUVs.dispose(),this.edgeIds.dispose(),this.pointVAO.dispose(),this.pointPositions.dispose(),this.pointColors.dispose(),this.pointUVs.dispose(),this.pointSizes.dispose(),this.pointIds.dispose(),this.contourVAO.dispose(),this.contourPositions.dispose(),this.contourShader.dispose()},e.exports=function(t,e){1===arguments.length&&(t=(e=t).gl);var r=t.getExtension(\"OES_standard_derivatives\")||t.getExtension(\"MOZ_OES_standard_derivatives\")||t.getExtension(\"WEBKIT_OES_standard_derivatives\");if(!r)throw new Error(\"derivatives not supported\");var n=A(t),s=S(t),l=E(t),c=C(t),h=L(t),f=P(t),p=o(t,u(new Uint8Array([255,255,255,255]),[1,1,4]));p.generateMipmap(),p.minFilter=t.LINEAR_MIPMAP_LINEAR,p.magFilter=t.LINEAR;var d=a(t),g=a(t),m=a(t),v=a(t),y=a(t),x=i(t,[{buffer:d,type:t.FLOAT,size:3},{buffer:y,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:g,type:t.FLOAT,size:4},{buffer:m,type:t.FLOAT,size:2},{buffer:v,type:t.FLOAT,size:3}]),b=a(t),_=a(t),w=a(t),k=a(t),M=i(t,[{buffer:b,type:t.FLOAT,size:3},{buffer:k,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:_,type:t.FLOAT,size:4},{buffer:w,type:t.FLOAT,size:2}]),I=a(t),z=a(t),O=a(t),D=a(t),R=a(t),F=i(t,[{buffer:I,type:t.FLOAT,size:3},{buffer:R,type:t.UNSIGNED_BYTE,size:4,normalized:!0},{buffer:z,type:t.FLOAT,size:4},{buffer:O,type:t.FLOAT,size:2},{buffer:D,type:t.FLOAT,size:1}]),B=a(t),N=i(t,[{buffer:B,type:t.FLOAT,size:3}]),j=new T(t,p,n,s,l,c,h,f,d,y,g,m,v,x,b,k,_,w,M,I,R,z,O,D,F,B,N);return j.update(e),j}},{\"./lib/closest-point\":290,\"./lib/shaders\":291,colormap:131,\"gl-buffer\":258,\"gl-mat4/invert\":278,\"gl-mat4/multiply\":280,\"gl-shader\":312,\"gl-texture2d\":327,\"gl-vao\":332,ndarray:469,normals:472,\"simplicial-complex-contour\":528,\"typedarray-pool\":567}],293:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[0,0,0,1,1,0,1,1]),s=a(e,i.boxVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawBox=(s=[0,0],l=[0,0],function(t,e,r,n,a){var i=this.plot,o=this.shader,c=i.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,o.uniforms.lo=s,o.uniforms.hi=l,o.uniforms.color=a,c.drawArrays(c.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":296,\"gl-buffer\":258,\"gl-shader\":312}],294:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,o.gridVert,o.gridFrag),l=a(e,o.tickVert,o.gridFrag);return new s(t,r,i,l)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"binary-search-bounds\"),o=t(\"./shaders\");function s(t,e,r,n){this.plot=t,this.vbo=e,this.shader=r,this.tickShader=n,this.ticks=[[],[]]}function l(t,e){return t-e}var c,u,h,f,p,d=s.prototype;d.draw=(c=[0,0],u=[0,0],h=[0,0],function(){for(var t=this.plot,e=this.vbo,r=this.shader,n=this.ticks,a=t.gl,i=t._tickBounds,o=t.dataBox,s=t.viewBox,l=t.gridLineWidth,f=t.gridLineColor,p=t.gridLineEnable,d=t.pixelRatio,g=0;g<2;++g){var m=i[g],v=i[g+2]-m,y=.5*(o[g+2]+o[g]),x=o[g+2]-o[g];u[g]=2*v/x,c[g]=2*(m-y)/x}r.bind(),e.bind(),r.attributes.dataCoord.pointer(),r.uniforms.dataShift=c,r.uniforms.dataScale=u;var b=0;for(g=0;g<2;++g){h[0]=h[1]=0,h[g]=1,r.uniforms.dataAxis=h,r.uniforms.lineWidth=l[g]/(s[g+2]-s[g])*d,r.uniforms.color=f[g];var _=6*n[g].length;p[g]&&_&&a.drawArrays(a.TRIANGLES,b,_),b+=_}}),d.drawTickMarks=function(){var t=[0,0],e=[0,0],r=[1,0],n=[0,1],a=[0,0],o=[0,0];return function(){for(var s=this.plot,c=this.vbo,u=this.tickShader,h=this.ticks,f=s.gl,p=s._tickBounds,d=s.dataBox,g=s.viewBox,m=s.pixelRatio,v=s.screenBox,y=v[2]-v[0],x=v[3]-v[1],b=g[2]-g[0],_=g[3]-g[1],w=0;w<2;++w){var T=p[w],k=p[w+2]-T,M=.5*(d[w+2]+d[w]),A=d[w+2]-d[w];e[w]=2*k/A,t[w]=2*(T-M)/A}e[0]*=b/y,t[0]*=b/y,e[1]*=_/x,t[1]*=_/x,u.bind(),c.bind(),u.attributes.dataCoord.pointer();var S=u.uniforms;S.dataShift=t,S.dataScale=e;var E=s.tickMarkLength,C=s.tickMarkWidth,L=s.tickMarkColor,P=6*h[0].length,I=Math.min(i.ge(h[0],(d[0]-p[0])/(p[2]-p[0]),l),h[0].length),z=Math.min(i.gt(h[0],(d[2]-p[0])/(p[2]-p[0]),l),h[0].length),O=0+6*I,D=6*Math.max(0,z-I),R=Math.min(i.ge(h[1],(d[1]-p[1])/(p[3]-p[1]),l),h[1].length),F=Math.min(i.gt(h[1],(d[3]-p[1])/(p[3]-p[1]),l),h[1].length),B=P+6*R,N=6*Math.max(0,F-R);a[0]=2*(g[0]-E[1])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[1]*m/y,o[1]=C[1]*m/x,N&&(S.color=L[1],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[1]-E[0])/x-1,o[0]=C[0]*m/y,o[1]=E[0]*m/x,D&&(S.color=L[0],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,O,D)),a[0]=2*(g[2]+E[3])/y-1,a[1]=(g[3]+g[1])/x-1,o[0]=E[3]*m/y,o[1]=C[3]*m/x,N&&(S.color=L[3],S.tickScale=o,S.dataAxis=n,S.screenOffset=a,f.drawArrays(f.TRIANGLES,B,N)),a[0]=(g[2]+g[0])/y-1,a[1]=2*(g[3]+E[2])/x-1,o[0]=C[2]*m/y,o[1]=E[2]*m/x,D&&(S.color=L[2],S.tickScale=o,S.dataAxis=r,S.screenOffset=a,f.drawArrays(f.TRIANGLES,O,D))}}(),d.update=(f=[1,1,-1,-1,1,-1],p=[1,-1,1,1,-1,-1],function(t){for(var e=t.ticks,r=t.bounds,n=new Float32Array(18*(e[0].length+e[1].length)),a=(this.plot.zeroLineEnable,0),i=[[],[]],o=0;o<2;++o)for(var s=i[o],l=e[o],c=r[o],u=r[o+2],h=0;h<l.length;++h){var d=(l[h].x-c)/(u-c);s.push(d);for(var g=0;g<6;++g)n[a++]=d,n[a++]=f[g],n[a++]=p[g]}this.ticks=i,this.vbo.update(n)}),d.dispose=function(){this.vbo.dispose(),this.shader.dispose(),this.tickShader.dispose()}},{\"./shaders\":296,\"binary-search-bounds\":96,\"gl-buffer\":258,\"gl-shader\":312}],295:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[-1,-1,-1,1,1,-1,1,1]),s=a(e,i.lineVert,i.lineFrag);return new o(t,r,s)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"./shaders\");function o(t,e,r){this.plot=t,this.vbo=e,this.shader=r}var s,l,c=o.prototype;c.bind=function(){var t=this.shader;this.vbo.bind(),this.shader.bind(),t.attributes.coord.pointer(),t.uniforms.screenBox=this.plot.screenBox},c.drawLine=(s=[0,0],l=[0,0],function(t,e,r,n,a,i){var o=this.plot,c=this.shader,u=o.gl;s[0]=t,s[1]=e,l[0]=r,l[1]=n,c.uniforms.start=s,c.uniforms.end=l,c.uniforms.width=a*o.pixelRatio,c.uniforms.color=i,u.drawArrays(u.TRIANGLE_STRIP,0,4)}),c.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":296,\"gl-buffer\":258,\"gl-shader\":312}],296:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision lowp float;\\n#define GLSLIFY 1\\nuniform vec4 color;\\nvoid main() {\\n  gl_FragColor = vec4(color.xyz * color.w, color.w);\\n}\\n\"]);e.exports={lineVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 start, end;\\nuniform float width;\\n\\nvec2 perp(vec2 v) {\\n  return vec2(v.y, -v.x);\\n}\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  vec2 delta = normalize(perp(start - end));\\n  vec2 offset = mix(start, end, 0.5 * (coord.y+1.0));\\n  gl_Position = vec4(screen(offset + 0.5 * width * delta * coord.x), 0, 1);\\n}\\n\"]),lineFrag:a,textVert:n([\"#define GLSLIFY 1\\nattribute vec3 textCoordinate;\\n\\nuniform vec2 dataScale, dataShift, dataAxis, screenOffset, textScale;\\nuniform float angle;\\n\\nvoid main() {\\n  float dataOffset  = textCoordinate.z;\\n  vec2 glyphOffset  = textCoordinate.xy;\\n  mat2 glyphMatrix = mat2(cos(angle), sin(angle), -sin(angle), cos(angle));\\n  vec2 screenCoordinate = dataAxis * (dataScale * dataOffset + dataShift) +\\n    glyphMatrix * glyphOffset * textScale + screenOffset;\\n  gl_Position = vec4(screenCoordinate, 0, 1);\\n}\\n\"]),textFrag:a,gridVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale;\\nuniform float lineWidth;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  pos += 10.0 * dataCoord.y * vec2(dataAxis.y, -dataAxis.x) + dataCoord.z * lineWidth;\\n  gl_Position = vec4(pos, 0, 1);\\n}\\n\"]),gridFrag:a,boxVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 coord;\\n\\nuniform vec4 screenBox;\\nuniform vec2 lo, hi;\\n\\nvec2 screen(vec2 v) {\\n  return 2.0 * (v - screenBox.xy) / (screenBox.zw - screenBox.xy) - 1.0;\\n}\\n\\nvoid main() {\\n  gl_Position = vec4(screen(mix(lo, hi, coord)), 0, 1);\\n}\\n\"]),tickVert:n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec3 dataCoord;\\n\\nuniform vec2 dataAxis, dataShift, dataScale, screenOffset, tickScale;\\n\\nvoid main() {\\n  vec2 pos = dataAxis * (dataScale * dataCoord.x + dataShift);\\n  gl_Position = vec4(pos + tickScale*dataCoord.yz + screenOffset, 0, 1);\\n}\\n\"])}},{glslify:413}],297:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e),i=a(e,s.textVert,s.textFrag);return new l(t,r,i)};var n=t(\"gl-buffer\"),a=t(\"gl-shader\"),i=t(\"text-cache\"),o=t(\"binary-search-bounds\"),s=t(\"./shaders\");function l(t,e,r){this.plot=t,this.vbo=e,this.shader=r,this.tickOffset=[[],[]],this.tickX=[[],[]],this.labelOffset=[0,0],this.labelCount=[0,0]}var c,u,h,f,p,d,g=l.prototype;g.drawTicks=(c=[0,0],u=[0,0],h=[0,0],function(t){var e=this.plot,r=this.shader,n=this.tickX[t],a=this.tickOffset[t],i=e.gl,s=e.viewBox,l=e.dataBox,f=e.screenBox,p=e.pixelRatio,d=e.tickEnable,g=e.tickPad,m=e.tickColor,v=e.tickAngle,y=e.labelEnable,x=e.labelPad,b=e.labelColor,_=e.labelAngle,w=this.labelOffset[t],T=this.labelCount[t],k=o.lt(n,l[t]),M=o.le(n,l[t+2]);c[0]=c[1]=0,c[t]=1,u[t]=(s[2+t]+s[t])/(f[2+t]-f[t])-1;var A=2/f[2+(1^t)]-f[1^t];u[1^t]=A*s[1^t]-1,d[t]&&(u[1^t]-=A*p*g[t],k<M&&a[M]>a[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t],r.uniforms.angle=v[t],i.drawArrays(i.TRIANGLES,a[k],a[M]-a[k]))),y[t]&&T&&(u[1^t]-=A*p*x[t],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t],r.uniforms.angle=_[t],i.drawArrays(i.TRIANGLES,w,T)),u[1^t]=A*s[2+(1^t)]-1,d[t+2]&&(u[1^t]+=A*p*g[t+2],k<M&&a[M]>a[k]&&(r.uniforms.dataAxis=c,r.uniforms.screenOffset=u,r.uniforms.color=m[t+2],r.uniforms.angle=v[t+2],i.drawArrays(i.TRIANGLES,a[k],a[M]-a[k]))),y[t+2]&&T&&(u[1^t]+=A*p*x[t+2],r.uniforms.dataAxis=h,r.uniforms.screenOffset=u,r.uniforms.color=b[t+2],r.uniforms.angle=_[t+2],i.drawArrays(i.TRIANGLES,w,T))}),g.drawTitle=function(){var t=[0,0],e=[0,0];return function(){var r=this.plot,n=this.shader,a=r.gl,i=r.screenBox,o=r.titleCenter,s=r.titleAngle,l=r.titleColor,c=r.pixelRatio;if(this.titleCount){for(var u=0;u<2;++u)e[u]=2*(o[u]*c-i[u])/(i[2+u]-i[u])-1;n.bind(),n.uniforms.dataAxis=t,n.uniforms.screenOffset=e,n.uniforms.angle=s,n.uniforms.color=l,a.drawArrays(a.TRIANGLES,this.titleOffset,this.titleCount)}}}(),g.bind=(f=[0,0],p=[0,0],d=[0,0],function(){var t=this.plot,e=this.shader,r=t._tickBounds,n=t.dataBox,a=t.screenBox,i=t.viewBox;e.bind();for(var o=0;o<2;++o){var s=r[o],l=r[o+2]-s,c=.5*(n[o+2]+n[o]),u=n[o+2]-n[o],h=i[o],g=i[o+2]-h,m=a[o],v=a[o+2]-m;p[o]=2*l/u*g/v,f[o]=2*(s-c)/u*g/v}d[1]=2*t.pixelRatio/(a[3]-a[1]),d[0]=d[1]*(a[3]-a[1])/(a[2]-a[0]),e.uniforms.dataScale=p,e.uniforms.dataShift=f,e.uniforms.textScale=d,this.vbo.bind(),e.attributes.textCoordinate.pointer()}),g.update=function(t){var e,r,n,a,o,s=[],l=t.ticks,c=t.bounds;for(o=0;o<2;++o){var u=[Math.floor(s.length/3)],h=[-1/0],f=l[o];for(e=0;e<f.length;++e){var p=f[e],d=p.x,g=p.text,m=p.font||\"sans-serif\";a=p.fontSize||12;for(var v=1/(c[o+2]-c[o]),y=c[o],x=g.split(\"\\n\"),b=0;b<x.length;b++)for(n=i(m,x[b]).data,r=0;r<n.length;r+=2)s.push(n[r]*a,-n[r+1]*a-b*a*1.2,(d-y)*v);u.push(Math.floor(s.length/3)),h.push(d)}this.tickOffset[o]=u,this.tickX[o]=h}for(o=0;o<2;++o){for(this.labelOffset[o]=Math.floor(s.length/3),n=i(t.labelFont[o],t.labels[o],{textAlign:\"center\"}).data,a=t.labelSize[o],e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.labelCount[o]=Math.floor(s.length/3)-this.labelOffset[o]}for(this.titleOffset=Math.floor(s.length/3),n=i(t.titleFont,t.title).data,a=t.titleSize,e=0;e<n.length;e+=2)s.push(n[e]*a,-n[e+1]*a,0);this.titleCount=Math.floor(s.length/3)-this.titleOffset,this.vbo.update(s)},g.dispose=function(){this.vbo.dispose(),this.shader.dispose()}},{\"./shaders\":296,\"binary-search-bounds\":96,\"gl-buffer\":258,\"gl-shader\":312,\"text-cache\":547}],298:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=n(e,[e.drawingBufferWidth,e.drawingBufferHeight]),c=new l(e,r);return c.grid=a(c),c.text=i(c),c.line=o(c),c.box=s(c),c.update(t),c};var n=t(\"gl-select-static\"),a=t(\"./lib/grid\"),i=t(\"./lib/text\"),o=t(\"./lib/line\"),s=t(\"./lib/box\");function l(t,e){this.gl=t,this.pickBuffer=e,this.screenBox=[0,0,t.drawingBufferWidth,t.drawingBufferHeight],this.viewBox=[0,0,0,0],this.dataBox=[-10,-10,10,10],this.gridLineEnable=[!0,!0],this.gridLineWidth=[1,1],this.gridLineColor=[[0,0,0,1],[0,0,0,1]],this.pixelRatio=1,this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickEnable=[!0,!0,!0,!0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[15,15,15,15],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelEnable=[!0,!0,!0,!0],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.titleCenter=[0,0],this.titleEnable=!0,this.titleAngle=0,this.titleColor=[0,0,0,1],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[4,4],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderLineEnable=[!0,!0,!0,!0],this.borderLineWidth=[2,2,2,2],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.grid=null,this.text=null,this.line=null,this.box=null,this.objects=[],this.overlays=[],this._tickBounds=[1/0,1/0,-1/0,-1/0],this.static=!1,this.dirty=!1,this.pickDirty=!1,this.pickDelay=120,this.pickRadius=10,this._pickTimeout=null,this._drawPick=this.drawPick.bind(this),this._depthCounter=0}var c=l.prototype;function u(t){for(var e=t.slice(),r=0;r<e.length;++r)e[r]=e[r].slice();return e}function h(t,e){return t.x-e.x}c.setDirty=function(){this.dirty=this.pickDirty=!0},c.setOverlayDirty=function(){this.dirty=!0},c.nextDepthValue=function(){return this._depthCounter++/65536},c.draw=function(){var t=this.gl,e=this.screenBox,r=this.viewBox,n=this.dataBox,a=this.pixelRatio,i=this.grid,o=this.line,s=this.text,l=this.objects;if(this._depthCounter=0,this.pickDirty&&(this._pickTimeout&&clearTimeout(this._pickTimeout),this.pickDirty=!1,this._pickTimeout=setTimeout(this._drawPick,this.pickDelay)),this.dirty){if(this.dirty=!1,t.bindFramebuffer(t.FRAMEBUFFER,null),t.enable(t.SCISSOR_TEST),t.disable(t.DEPTH_TEST),t.depthFunc(t.LESS),t.depthMask(!1),t.enable(t.BLEND),t.blendEquation(t.FUNC_ADD,t.FUNC_ADD),t.blendFunc(t.ONE,t.ONE_MINUS_SRC_ALPHA),this.borderColor){t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]);var c=this.borderColor;t.clearColor(c[0]*c[3],c[1]*c[3],c[2]*c[3],c[3]),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT)}t.scissor(r[0],r[1],r[2]-r[0],r[3]-r[1]),t.viewport(r[0],r[1],r[2]-r[0],r[3]-r[1]);var u=this.backgroundColor;t.clearColor(u[0]*u[3],u[1]*u[3],u[2]*u[3],u[3]),t.clear(t.COLOR_BUFFER_BIT),i.draw();var h=this.zeroLineEnable,f=this.zeroLineColor,p=this.zeroLineWidth;if(h[0]||h[1]){o.bind();for(var d=0;d<2;++d)if(h[d]&&n[d]<=0&&n[d+2]>=0){var g=e[d]-n[d]*(e[d+2]-e[d])/(n[d+2]-n[d]);0===d?o.drawLine(g,e[1],g,e[3],p[d],f[d]):o.drawLine(e[0],g,e[2],g,p[d],f[d])}}for(d=0;d<l.length;++d)l[d].draw();t.viewport(e[0],e[1],e[2]-e[0],e[3]-e[1]),t.scissor(e[0],e[1],e[2]-e[0],e[3]-e[1]),this.grid.drawTickMarks(),o.bind();var m=this.borderLineEnable,v=this.borderLineWidth,y=this.borderLineColor;for(m[1]&&o.drawLine(r[0],r[1]-.5*v[1]*a,r[0],r[3]+.5*v[3]*a,v[1],y[1]),m[0]&&o.drawLine(r[0]-.5*v[0]*a,r[1],r[2]+.5*v[2]*a,r[1],v[0],y[0]),m[3]&&o.drawLine(r[2],r[1]-.5*v[1]*a,r[2],r[3]+.5*v[3]*a,v[3],y[3]),m[2]&&o.drawLine(r[0]-.5*v[0]*a,r[3],r[2]+.5*v[2]*a,r[3],v[2],y[2]),s.bind(),d=0;d<2;++d)s.drawTicks(d);this.titleEnable&&s.drawTitle();var x=this.overlays;for(d=0;d<x.length;++d)x[d].draw();t.disable(t.SCISSOR_TEST),t.disable(t.BLEND),t.depthMask(!0)}},c.drawPick=function(){if(!this.static){var t=this.pickBuffer;this.gl,this._pickTimeout=null,t.begin();for(var e=1,r=this.objects,n=0;n<r.length;++n)e=r[n].drawPick(e);t.end()}},c.pick=function(t,e){if(!this.static){var r=this.pixelRatio,n=this.pickPixelRatio,a=this.viewBox,i=0|Math.round((t-a[0]/r)*n),o=0|Math.round((e-a[1]/r)*n),s=this.pickBuffer.query(i,o,this.pickRadius);if(!s)return null;for(var l=s.id+(s.value[0]<<8)+(s.value[1]<<16)+(s.value[2]<<24),c=this.objects,u=0;u<c.length;++u){var h=c[u].pick(i,o,l);if(h)return h}return null}},c.setScreenBox=function(t){var e=this.screenBox,r=this.pixelRatio;e[0]=0|Math.round(t[0]*r),e[1]=0|Math.round(t[1]*r),e[2]=0|Math.round(t[2]*r),e[3]=0|Math.round(t[3]*r),this.setDirty()},c.setDataBox=function(t){var e=this.dataBox;(e[0]!==t[0]||e[1]!==t[1]||e[2]!==t[2]||e[3]!==t[3])&&(e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],this.setDirty())},c.setViewBox=function(t){var e=this.pixelRatio,r=this.viewBox;r[0]=0|Math.round(t[0]*e),r[1]=0|Math.round(t[1]*e),r[2]=0|Math.round(t[2]*e),r[3]=0|Math.round(t[3]*e);var n=this.pickPixelRatio;this.pickBuffer.shape=[0|Math.round((t[2]-t[0])*n),0|Math.round((t[3]-t[1])*n)],this.setDirty()},c.update=function(t){t=t||{};var e=this.gl;this.pixelRatio=t.pixelRatio||1;var r=this.pixelRatio;this.pickPixelRatio=Math.max(r,1),this.setScreenBox(t.screenBox||[0,0,e.drawingBufferWidth/r,e.drawingBufferHeight/r]);this.screenBox;this.setViewBox(t.viewBox||[.125*(this.screenBox[2]-this.screenBox[0])/r,.125*(this.screenBox[3]-this.screenBox[1])/r,.875*(this.screenBox[2]-this.screenBox[0])/r,.875*(this.screenBox[3]-this.screenBox[1])/r]);var n=this.viewBox,a=(n[2]-n[0])/(n[3]-n[1]);this.setDataBox(t.dataBox||[-10,-10/a,10,10/a]),this.borderColor=!1!==t.borderColor&&(t.borderColor||[0,0,0,0]).slice(),this.backgroundColor=(t.backgroundColor||[0,0,0,0]).slice(),this.gridLineEnable=(t.gridLineEnable||[!0,!0]).slice(),this.gridLineWidth=(t.gridLineWidth||[1,1]).slice(),this.gridLineColor=u(t.gridLineColor||[[.5,.5,.5,1],[.5,.5,.5,1]]),this.zeroLineEnable=(t.zeroLineEnable||[!0,!0]).slice(),this.zeroLineWidth=(t.zeroLineWidth||[4,4]).slice(),this.zeroLineColor=u(t.zeroLineColor||[[0,0,0,1],[0,0,0,1]]),this.tickMarkLength=(t.tickMarkLength||[0,0,0,0]).slice(),this.tickMarkWidth=(t.tickMarkWidth||[0,0,0,0]).slice(),this.tickMarkColor=u(t.tickMarkColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.titleCenter=(t.titleCenter||[.5*(n[0]+n[2])/r,(n[3]+120)/r]).slice(),this.titleEnable=!(\"titleEnable\"in t)||!!t.titleEnable,this.titleAngle=t.titleAngle||0,this.titleColor=(t.titleColor||[0,0,0,1]).slice(),this.labelPad=(t.labelPad||[15,15,15,15]).slice(),this.labelAngle=(t.labelAngle||[0,Math.PI/2,0,3*Math.PI/2]).slice(),this.labelEnable=(t.labelEnable||[!0,!0,!0,!0]).slice(),this.labelColor=u(t.labelColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.tickPad=(t.tickPad||[15,15,15,15]).slice(),this.tickAngle=(t.tickAngle||[0,0,0,0]).slice(),this.tickEnable=(t.tickEnable||[!0,!0,!0,!0]).slice(),this.tickColor=u(t.tickColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]),this.borderLineEnable=(t.borderLineEnable||[!0,!0,!0,!0]).slice(),this.borderLineWidth=(t.borderLineWidth||[2,2,2,2]).slice(),this.borderLineColor=u(t.borderLineColor||[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]]);var i=t.ticks||[[],[]],o=this._tickBounds;o[0]=o[1]=1/0,o[2]=o[3]=-1/0;for(var s=0;s<2;++s){var l=i[s].slice(0);0!==l.length&&(l.sort(h),o[s]=Math.min(o[s],l[0].x),o[s+2]=Math.max(o[s+2],l[l.length-1].x))}this.grid.update({bounds:o,ticks:i}),this.text.update({bounds:o,ticks:i,labels:t.labels||[\"x\",\"y\"],labelSize:t.labelSize||[12,12],labelFont:t.labelFont||[\"sans-serif\",\"sans-serif\"],title:t.title||\"\",titleSize:t.titleSize||18,titleFont:t.titleFont||\"sans-serif\"}),this.static=!!t.static,this.setDirty()},c.dispose=function(){this.box.dispose(),this.grid.dispose(),this.text.dispose(),this.line.dispose();for(var t=this.objects.length-1;t>=0;--t)this.objects[t].dispose();this.objects.length=0;for(t=this.overlays.length-1;t>=0;--t)this.overlays[t].dispose();this.overlays.length=0,this.gl=null},c.addObject=function(t){this.objects.indexOf(t)<0&&(this.objects.push(t),this.setDirty())},c.removeObject=function(t){for(var e=this.objects,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setDirty();break}},c.addOverlay=function(t){this.overlays.indexOf(t)<0&&(this.overlays.push(t),this.setOverlayDirty())},c.removeOverlay=function(t){for(var e=this.overlays,r=0;r<e.length;++r)if(e[r]===t){e.splice(r,1),this.setOverlayDirty();break}}},{\"./lib/box\":293,\"./lib/grid\":294,\"./lib/line\":295,\"./lib/text\":297,\"gl-select-static\":311}],299:[function(t,e,r){\"use strict\";e.exports=function(t,e){t=t||document.body,e=e||{};var r=[.01,1/0];\"distanceLimits\"in e&&(r[0]=e.distanceLimits[0],r[1]=e.distanceLimits[1]);\"zoomMin\"in e&&(r[0]=e.zoomMin);\"zoomMax\"in e&&(r[1]=e.zoomMax);var c=a({center:e.center||[0,0,0],up:e.up||[0,1,0],eye:e.eye||[0,0,10],mode:e.mode||\"orbit\",distanceLimits:r}),u=[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],h=0,f=t.clientWidth,p=t.clientHeight,d={keyBindingMode:\"rotate\",enableWheel:!0,view:c,element:t,delay:e.delay||16,rotateSpeed:e.rotateSpeed||1,zoomSpeed:e.zoomSpeed||1,translateSpeed:e.translateSpeed||1,flipX:!!e.flipX,flipY:!!e.flipY,modes:c.modes,_ortho:e._ortho||e.projection&&\"orthographic\"===e.projection.type||!1,tick:function(){var e=n(),r=this.delay,a=e-2*r;c.idle(e-r),c.recalcMatrix(a),c.flush(e-(100+2*r));for(var i=!0,o=c.computedMatrix,s=0;s<16;++s)i=i&&u[s]===o[s],u[s]=o[s];var l=t.clientWidth===f&&t.clientHeight===p;return f=t.clientWidth,p=t.clientHeight,i?!l:(h=Math.exp(c.computedRadius[0]),!0)},lookAt:function(t,e,r){c.lookAt(c.lastT(),t,e,r)},rotate:function(t,e,r){c.rotate(c.lastT(),t,e,r)},pan:function(t,e,r){c.pan(c.lastT(),t,e,r)},translate:function(t,e,r){c.translate(c.lastT(),t,e,r)}};return Object.defineProperties(d,{matrix:{get:function(){return c.computedMatrix},set:function(t){return c.setMatrix(c.lastT(),t),c.computedMatrix},enumerable:!0},mode:{get:function(){return c.getMode()},set:function(t){var e=c.computedUp.slice(),r=c.computedEye.slice(),a=c.computedCenter.slice();if(c.setMode(t),\"turntable\"===t){var i=n();c._active.lookAt(i,r,a,e),c._active.lookAt(i+500,r,a,[0,0,1]),c._active.flush(i)}return c.getMode()},enumerable:!0},center:{get:function(){return c.computedCenter},set:function(t){return c.lookAt(c.lastT(),null,t),c.computedCenter},enumerable:!0},eye:{get:function(){return c.computedEye},set:function(t){return c.lookAt(c.lastT(),t),c.computedEye},enumerable:!0},up:{get:function(){return c.computedUp},set:function(t){return c.lookAt(c.lastT(),null,null,t),c.computedUp},enumerable:!0},distance:{get:function(){return h},set:function(t){return c.setDistance(c.lastT(),t),t},enumerable:!0},distanceLimits:{get:function(){return c.getDistanceLimits(r)},set:function(t){return c.setDistanceLimits(t),t},enumerable:!0}}),t.addEventListener(\"contextmenu\",(function(t){return t.preventDefault(),!1})),d._lastX=-1,d._lastY=-1,d._lastMods={shift:!1,control:!1,alt:!1,meta:!1},d.enableMouseListeners=function(){function e(e,r,a,i){var o=d.keyBindingMode;if(!1!==o){var s=\"rotate\"===o,l=\"pan\"===o,u=\"zoom\"===o,f=!!i.control,p=!!i.alt,g=!!i.shift,m=!!(1&e),v=!!(2&e),y=!!(4&e),x=1/t.clientHeight,b=x*(r-d._lastX),_=x*(a-d._lastY),w=d.flipX?1:-1,T=d.flipY?1:-1,k=Math.PI*d.rotateSpeed,M=n();if(-1!==d._lastX&&-1!==d._lastY&&((s&&m&&!f&&!p&&!g||m&&!f&&!p&&g)&&c.rotate(M,w*k*b,-T*k*_,0),(l&&m&&!f&&!p&&!g||v||m&&f&&!p&&!g)&&c.pan(M,-d.translateSpeed*b*h,d.translateSpeed*_*h,0),u&&m&&!f&&!p&&!g||y||m&&!f&&p&&!g)){var A=-d.zoomSpeed*_/window.innerHeight*(M-c.lastT())*100;c.pan(M,0,0,h*(Math.exp(A)-1))}return d._lastX=r,d._lastY=a,d._lastMods=i,!0}}d.mouseListener=i(t,e),t.addEventListener(\"touchstart\",(function(r){var n=s(r.changedTouches[0],t);e(0,n[0],n[1],d._lastMods),e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchmove\",(function(r){var n=s(r.changedTouches[0],t);e(1,n[0],n[1],d._lastMods),r.preventDefault()}),!!l&&{passive:!1}),t.addEventListener(\"touchend\",(function(t){e(0,d._lastX,d._lastY,d._lastMods),t.preventDefault()}),!!l&&{passive:!1}),d.wheelListener=o(t,(function(t,e){if(!1!==d.keyBindingMode&&d.enableWheel){var r=d.flipX?1:-1,a=d.flipY?1:-1,i=n();if(Math.abs(t)>Math.abs(e))c.rotate(i,0,0,-t*r*Math.PI*d.rotateSpeed/window.innerWidth);else if(!d._ortho){var o=-d.zoomSpeed*a*e/window.innerHeight*(i-c.lastT())/20;c.pan(i,0,0,h*(Math.exp(o)-1))}}}),!0)},d.enableMouseListeners(),d};var n=t(\"right-now\"),a=t(\"3d-view\"),i=t(\"mouse-change\"),o=t(\"mouse-wheel\"),s=t(\"mouse-event-offset\"),l=t(\"has-passive-events\")},{\"3d-view\":54,\"has-passive-events\":415,\"mouse-change\":457,\"mouse-event-offset\":458,\"mouse-wheel\":460,\"right-now\":514}],300:[function(t,e,r){var n=t(\"glslify\"),a=t(\"gl-shader\"),i=n([\"precision mediump float;\\n#define GLSLIFY 1\\nattribute vec2 position;\\nvarying vec2 uv;\\nvoid main() {\\n  uv = position;\\n  gl_Position = vec4(position, 0, 1);\\n}\"]),o=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D accumBuffer;\\nvarying vec2 uv;\\n\\nvoid main() {\\n  vec4 accum = texture2D(accumBuffer, 0.5 * (uv + 1.0));\\n  gl_FragColor = min(vec4(1,1,1,1), accum);\\n}\"]);e.exports=function(t){return a(t,i,o,null,[{name:\"position\",type:\"vec2\"}])}},{\"gl-shader\":312,glslify:413}],301:[function(t,e,r){\"use strict\";var n=t(\"./camera.js\"),a=t(\"gl-axes3d\"),i=t(\"gl-axes3d/properties\"),o=t(\"gl-spikes3d\"),s=t(\"gl-select-static\"),l=t(\"gl-fbo\"),c=t(\"a-big-triangle\"),u=t(\"mouse-change\"),h=t(\"gl-mat4/perspective\"),f=t(\"gl-mat4/ortho\"),p=t(\"./lib/shader\"),d=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function g(){this.mouse=[-1,-1],this.screen=null,this.distance=1/0,this.index=null,this.dataCoordinate=null,this.dataPosition=null,this.object=null,this.data=null}function m(t){var e=Math.round(Math.log(Math.abs(t))/Math.log(10));if(e<0){var r=Math.round(Math.pow(10,-e));return Math.ceil(t*r)/r}if(e>0){r=Math.round(Math.pow(10,e));return Math.ceil(t/r)*r}return Math.ceil(t)}function v(t){return\"boolean\"!=typeof t||t}e.exports={createScene:function(t){(t=t||{}).camera=t.camera||{};var e=t.canvas;if(!e){if(e=document.createElement(\"canvas\"),t.container)t.container.appendChild(e);else document.body.appendChild(e)}var r=t.gl;r||(t.glOptions&&(d=!!t.glOptions.preserveDrawingBuffer),r=function(t,e){var r=null;try{(r=t.getContext(\"webgl\",e))||(r=t.getContext(\"experimental-webgl\",e))}catch(t){return null}return r}(e,t.glOptions||{premultipliedAlpha:!0,antialias:!0,preserveDrawingBuffer:d}));if(!r)throw new Error(\"webgl not supported\");var y=t.bounds||[[-10,-10,-10],[10,10,10]],x=new g,b=l(r,r.drawingBufferWidth,r.drawingBufferHeight,{preferFloat:!d}),_=p(r),w=t.cameraObject&&!0===t.cameraObject._ortho||t.camera.projection&&\"orthographic\"===t.camera.projection.type||!1,T={eye:t.camera.eye||[2,0,0],center:t.camera.center||[0,0,0],up:t.camera.up||[0,1,0],zoomMin:t.camera.zoomMax||.1,zoomMax:t.camera.zoomMin||100,mode:t.camera.mode||\"turntable\",_ortho:w},k=t.axes||{},M=a(r,k);M.enable=!k.disable;var A=t.spikes||{},S=o(r,A),E=[],C=[],L=[],P=[],I=!0,z=!0,O=new Array(16),D=new Array(16),R={view:null,projection:O,model:D,_ortho:!1},F=(z=!0,[r.drawingBufferWidth,r.drawingBufferHeight]),B=t.cameraObject||n(e,T),N={gl:r,contextLost:!1,pixelRatio:t.pixelRatio||1,canvas:e,selection:x,camera:B,axes:M,axesPixels:null,spikes:S,bounds:y,objects:E,shape:F,aspect:t.aspectRatio||[1,1,1],pickRadius:t.pickRadius||10,zNear:t.zNear||.01,zFar:t.zFar||1e3,fovy:t.fovy||Math.PI/4,clearColor:t.clearColor||[0,0,0,0],autoResize:v(t.autoResize),autoBounds:v(t.autoBounds),autoScale:!!t.autoScale,autoCenter:v(t.autoCenter),clipToBounds:v(t.clipToBounds),snapToData:!!t.snapToData,onselect:t.onselect||null,onrender:t.onrender||null,onclick:t.onclick||null,cameraParams:R,oncontextloss:null,mouseListener:null,_stopped:!1,getAspectratio:function(){return{x:this.aspect[0],y:this.aspect[1],z:this.aspect[2]}},setAspectratio:function(t){this.aspect[0]=t.x,this.aspect[1]=t.y,this.aspect[2]=t.z,z=!0},setBounds:function(t,e){this.bounds[0][t]=e.min,this.bounds[1][t]=e.max},setClearColor:function(t){this.clearColor=t},clearRGBA:function(){this.gl.clearColor(this.clearColor[0],this.clearColor[1],this.clearColor[2],this.clearColor[3]),this.gl.clear(this.gl.COLOR_BUFFER_BIT|this.gl.DEPTH_BUFFER_BIT)}},j=[r.drawingBufferWidth/N.pixelRatio|0,r.drawingBufferHeight/N.pixelRatio|0];function U(){if(!N._stopped&&N.autoResize){var t=e.parentNode,r=1,n=1;t&&t!==document.body?(r=t.clientWidth,n=t.clientHeight):(r=window.innerWidth,n=window.innerHeight);var a=0|Math.ceil(r*N.pixelRatio),i=0|Math.ceil(n*N.pixelRatio);if(a!==e.width||i!==e.height){e.width=a,e.height=i;var o=e.style;o.position=o.position||\"absolute\",o.left=\"0px\",o.top=\"0px\",o.width=r+\"px\",o.height=n+\"px\",I=!0}}}N.autoResize&&U();function V(){for(var t=E.length,e=P.length,n=0;n<e;++n)L[n]=0;t:for(n=0;n<t;++n){var a=E[n],i=a.pickSlots;if(i){for(var o=0;o<e;++o)if(L[o]+i<255){C[n]=o,a.setPickBase(L[o]+1),L[o]+=i;continue t}var l=s(r,F);C[n]=e,P.push(l),L.push(i),a.setPickBase(1),e+=1}else C[n]=-1}for(;e>0&&0===L[e-1];)L.pop(),P.pop().dispose()}function q(){if(N.contextLost)return!0;r.isContextLost()&&(N.contextLost=!0,N.mouseListener.enabled=!1,N.selection.object=null,N.oncontextloss&&N.oncontextloss())}window.addEventListener(\"resize\",U),N.update=function(t){N._stopped||(t=t||{},I=!0,z=!0)},N.add=function(t){N._stopped||(t.axes=M,E.push(t),C.push(-1),I=!0,z=!0,V())},N.remove=function(t){if(!N._stopped){var e=E.indexOf(t);e<0||(E.splice(e,1),C.pop(),I=!0,z=!0,V())}},N.dispose=function(){if(!N._stopped&&(N._stopped=!0,window.removeEventListener(\"resize\",U),e.removeEventListener(\"webglcontextlost\",q),N.mouseListener.enabled=!1,!N.contextLost)){M.dispose(),S.dispose();for(var t=0;t<E.length;++t)E[t].dispose();b.dispose();for(t=0;t<P.length;++t)P[t].dispose();_.dispose(),r=null,M=null,S=null,E=[]}},N._mouseRotating=!1,N._prevButtons=0,N.enableMouseListeners=function(){N.mouseListener=u(e,(function(t,e,r){if(!N._stopped){var n=P.length,a=E.length,i=x.object;x.distance=1/0,x.mouse[0]=e,x.mouse[1]=r,x.object=null,x.screen=null,x.dataCoordinate=x.dataPosition=null;var o=!1;if(t&&N._prevButtons)N._mouseRotating=!0;else{N._mouseRotating&&(z=!0),N._mouseRotating=!1;for(var s=0;s<n;++s){var l=P[s].query(e,j[1]-r-1,N.pickRadius);if(l){if(l.distance>x.distance)continue;for(var c=0;c<a;++c){var u=E[c];if(C[c]===s){var h=u.pick(l);h&&(x.buttons=t,x.screen=l.coord,x.distance=l.distance,x.object=u,x.index=h.distance,x.dataPosition=h.position,x.dataCoordinate=h.dataCoordinate,x.data=h,o=!0)}}}}}i&&i!==x.object&&(i.highlight&&i.highlight(null),I=!0),x.object&&(x.object.highlight&&x.object.highlight(x.data),I=!0),(o=o||x.object!==i)&&N.onselect&&N.onselect(x),1&t&&!(1&N._prevButtons)&&N.onclick&&N.onclick(x),N._prevButtons=t}}))},e.addEventListener(\"webglcontextlost\",q);var H=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],G=[H[0].slice(),H[1].slice()];function Y(){if(!q()){U();var t=N.camera.tick();R.view=N.camera.matrix,I=I||t,z=z||t,M.pixelRatio=N.pixelRatio,S.pixelRatio=N.pixelRatio;var e=E.length,n=H[0],a=H[1];n[0]=n[1]=n[2]=1/0,a[0]=a[1]=a[2]=-1/0;for(var o=0;o<e;++o){(L=E[o]).pixelRatio=N.pixelRatio,L.axes=N.axes,I=I||!!L.dirty,z=z||!!L.dirty;var s=L.bounds;if(s)for(var l=s[0],u=s[1],p=0;p<3;++p)n[p]=Math.min(n[p],l[p]),a[p]=Math.max(a[p],u[p])}var d=N.bounds;if(N.autoBounds)for(p=0;p<3;++p){if(a[p]<n[p])n[p]=-1,a[p]=1;else{n[p]===a[p]&&(n[p]-=1,a[p]+=1);var g=.05*(a[p]-n[p]);n[p]=n[p]-g,a[p]=a[p]+g}d[0][p]=n[p],d[1][p]=a[p]}var v=!1;for(p=0;p<3;++p)v=v||G[0][p]!==d[0][p]||G[1][p]!==d[1][p],G[0][p]=d[0][p],G[1][p]=d[1][p];if(z=z||v,I=I||v){if(v){var y=[0,0,0];for(o=0;o<3;++o)y[o]=m((d[1][o]-d[0][o])/10);M.autoTicks?M.update({bounds:d,tickSpacing:y}):M.update({bounds:d})}var T=r.drawingBufferWidth,k=r.drawingBufferHeight;F[0]=T,F[1]=k,j[0]=0|Math.max(T/N.pixelRatio,1),j[1]=0|Math.max(k/N.pixelRatio,1),function(t,e){var r=t.bounds,n=t.cameraParams,a=n.projection,i=n.model,o=t.gl.drawingBufferWidth,s=t.gl.drawingBufferHeight,l=t.zNear,c=t.zFar,u=t.fovy,p=o/s;e?(f(a,-p,p,-1,1,l,c),n._ortho=!0):(h(a,u,p,l,c),n._ortho=!1);for(var d=0;d<16;++d)i[d]=0;i[15]=1;var g=0;for(d=0;d<3;++d)g=Math.max(g,r[1][d]-r[0][d]);for(d=0;d<3;++d)t.autoScale?i[5*d]=t.aspect[d]/(r[1][d]-r[0][d]):i[5*d]=1/g,t.autoCenter&&(i[12+d]=.5*-i[5*d]*(r[0][d]+r[1][d]))}(N,w);for(o=0;o<e;++o){(L=E[o]).axesBounds=d,N.clipToBounds&&(L.clipBounds=d)}x.object&&(N.snapToData?S.position=x.dataCoordinate:S.position=x.dataPosition,S.bounds=d),z&&(z=!1,function(){if(!q()){r.colorMask(!0,!0,!0,!0),r.depthMask(!0),r.disable(r.BLEND),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL);for(var t=E.length,e=P.length,n=0;n<e;++n){var a=P[n];a.shape=j,a.begin();for(var i=0;i<t;++i)if(C[i]===n){var o=E[i];o.drawPick&&(o.pixelRatio=1,o.drawPick(R))}a.end()}}}()),N.axesPixels=i(N.axes,R,T,k),N.onrender&&N.onrender(),r.bindFramebuffer(r.FRAMEBUFFER,null),r.viewport(0,0,T,k),N.clearRGBA(),r.depthMask(!0),r.colorMask(!0,!0,!0,!0),r.enable(r.DEPTH_TEST),r.depthFunc(r.LEQUAL),r.disable(r.BLEND),r.disable(r.CULL_FACE);var A=!1;M.enable&&(A=A||M.isTransparent(),M.draw(R)),S.axes=M,x.object&&S.draw(R),r.disable(r.CULL_FACE);for(o=0;o<e;++o){(L=E[o]).axes=M,L.pixelRatio=N.pixelRatio,L.isOpaque&&L.isOpaque()&&L.draw(R),L.isTransparent&&L.isTransparent()&&(A=!0)}if(A){b.shape=F,b.bind(),r.clear(r.DEPTH_BUFFER_BIT),r.colorMask(!1,!1,!1,!1),r.depthMask(!0),r.depthFunc(r.LESS),M.enable&&M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){(L=E[o]).isOpaque&&L.isOpaque()&&L.draw(R)}r.enable(r.BLEND),r.blendEquation(r.FUNC_ADD),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.colorMask(!0,!0,!0,!0),r.depthMask(!1),r.clearColor(0,0,0,0),r.clear(r.COLOR_BUFFER_BIT),M.isTransparent()&&M.drawTransparent(R);for(o=0;o<e;++o){var L;(L=E[o]).isTransparent&&L.isTransparent()&&L.drawTransparent(R)}r.bindFramebuffer(r.FRAMEBUFFER,null),r.blendFunc(r.ONE,r.ONE_MINUS_SRC_ALPHA),r.disable(r.DEPTH_TEST),_.bind(),b.color[0].bind(0),_.uniforms.accumBuffer=0,c(r),r.disable(r.BLEND)}I=!1;for(o=0;o<e;++o)E[o].dirty=!1}}}return N.enableMouseListeners(),function t(){if(N._stopped||N.contextLost)return;Y(),requestAnimationFrame(t)}(),N.redraw=function(){N._stopped||(I=!0,Y())},N},createCamera:n}},{\"./camera.js\":299,\"./lib/shader\":300,\"a-big-triangle\":64,\"gl-axes3d\":250,\"gl-axes3d/properties\":257,\"gl-fbo\":266,\"gl-mat4/ortho\":281,\"gl-mat4/perspective\":282,\"gl-select-static\":311,\"gl-spikes3d\":321,\"is-mobile\":441,\"mouse-change\":457}],302:[function(t,e,r){var n=t(\"glslify\");r.pointVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform float pointCloud;\\n\\nhighp float rand(vec2 co) {\\n  highp float a = 12.9898;\\n  highp float b = 78.233;\\n  highp float c = 43758.5453;\\n  highp float d = dot(co.xy, vec2(a, b));\\n  highp float e = mod(d, 3.14);\\n  return fract(sin(e) * c);\\n}\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n    // if we don't jitter the point size a bit, overall point cloud\\n    // saturation 'jumps' on zooming, which is disturbing and confusing\\n  gl_PointSize = pointSize * ((19.5 + rand(position)) / 20.0);\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    // get the same square surface as circle would be\\n    gl_PointSize *= 0.886;\\n  }\\n}\"]),r.pointFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color, borderColor;\\nuniform float centerFraction;\\nuniform float pointCloud;\\n\\nvoid main() {\\n  float radius;\\n  vec4 baseColor;\\n  if(pointCloud != 0.0) { // pointCloud is truthy\\n    if(centerFraction == 1.0) {\\n      gl_FragColor = color;\\n    } else {\\n      gl_FragColor = mix(borderColor, color, centerFraction);\\n    }\\n  } else {\\n    radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n    if(radius > 1.0) {\\n      discard;\\n    }\\n    baseColor = mix(borderColor, color, step(radius, centerFraction));\\n    gl_FragColor = vec4(baseColor.rgb * baseColor.a, baseColor.a);\\n  }\\n}\\n\"]),r.pickVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position;\\nattribute vec4 pickId;\\n\\nuniform mat3 matrix;\\nuniform float pointSize;\\nuniform vec4 pickOffset;\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  vec3 hgPosition = matrix * vec3(position, 1);\\n  gl_Position  = vec4(hgPosition.xy, 0, hgPosition.z);\\n  gl_PointSize = pointSize;\\n\\n  vec4 id = pickId + pickOffset;\\n  id.y += floor(id.x / 256.0);\\n  id.x -= floor(id.x / 256.0) * 256.0;\\n\\n  id.z += floor(id.y / 256.0);\\n  id.y -= floor(id.y / 256.0) * 256.0;\\n\\n  id.w += floor(id.z / 256.0);\\n  id.z -= floor(id.z / 256.0) * 256.0;\\n\\n  fragId = id;\\n}\\n\"]),r.pickFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragId;\\n\\nvoid main() {\\n  float radius = length(2.0 * gl_PointCoord.xy - 1.0);\\n  if(radius > 1.0) {\\n    discard;\\n  }\\n  gl_FragColor = fragId / 255.0;\\n}\\n\"])},{glslify:413}],303:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"typedarray-pool\"),o=t(\"./lib/shader\");function s(t,e,r,n,a){this.plot=t,this.offsetBuffer=e,this.pickBuffer=r,this.shader=n,this.pickShader=a,this.sizeMin=.5,this.sizeMinCap=2,this.sizeMax=20,this.areaRatio=1,this.pointCount=0,this.color=[1,0,0,1],this.borderColor=[0,0,0,1],this.blend=!1,this.pickOffset=0,this.points=null}e.exports=function(t,e){var r=t.gl,i=a(r),l=a(r),c=n(r,o.pointVertex,o.pointFragment),u=n(r,o.pickVertex,o.pickFragment),h=new s(t,i,l,c,u);return h.update(e),t.addObject(h),h};var l,c,u=s.prototype;u.dispose=function(){this.shader.dispose(),this.pickShader.dispose(),this.offsetBuffer.dispose(),this.pickBuffer.dispose(),this.plot.removeObject(this)},u.update=function(t){var e;function r(e,r){return e in t?t[e]:r}t=t||{},this.sizeMin=r(\"sizeMin\",.5),this.sizeMax=r(\"sizeMax\",20),this.color=r(\"color\",[1,0,0,1]).slice(),this.areaRatio=r(\"areaRatio\",1),this.borderColor=r(\"borderColor\",[0,0,0,1]).slice(),this.blend=r(\"blend\",!1);var n=t.positions.length>>>1,a=t.positions instanceof Float32Array,o=t.idToIndex instanceof Int32Array&&t.idToIndex.length>=n,s=t.positions,l=a?s:i.mallocFloat32(s.length),c=o?t.idToIndex:i.mallocInt32(n);if(a||l.set(s),!o)for(l.set(s),e=0;e<n;e++)c[e]=e;this.points=s,this.offsetBuffer.update(l),this.pickBuffer.update(c),a||i.free(l),o||i.free(c),this.pointCount=n,this.pickOffset=0},u.unifiedDraw=(l=[1,0,0,0,1,0,0,0,1],c=[0,0,0,0],function(t){var e=void 0!==t,r=e?this.pickShader:this.shader,n=this.plot.gl,a=this.plot.dataBox;if(0===this.pointCount)return t;var i=a[2]-a[0],o=a[3]-a[1],s=function(t,e){var r,n=0,a=t.length>>>1;for(r=0;r<a;r++){var i=t[2*r],o=t[2*r+1];i>=e[0]&&i<=e[2]&&o>=e[1]&&o<=e[3]&&n++}return n}(this.points,a),u=this.plot.pickPixelRatio*Math.max(Math.min(this.sizeMinCap,this.sizeMin),Math.min(this.sizeMax,this.sizeMax/Math.pow(s,.33333)));l[0]=2/i,l[4]=2/o,l[6]=-2*a[0]/i-1,l[7]=-2*a[1]/o-1,this.offsetBuffer.bind(),r.bind(),r.attributes.position.pointer(),r.uniforms.matrix=l,r.uniforms.color=this.color,r.uniforms.borderColor=this.borderColor,r.uniforms.pointCloud=u<5,r.uniforms.pointSize=u,r.uniforms.centerFraction=Math.min(1,Math.max(0,Math.sqrt(1-this.areaRatio))),e&&(c[0]=255&t,c[1]=t>>8&255,c[2]=t>>16&255,c[3]=t>>24&255,this.pickBuffer.bind(),r.attributes.pickId.pointer(n.UNSIGNED_BYTE),r.uniforms.pickOffset=c,this.pickOffset=t);var h=n.getParameter(n.BLEND),f=n.getParameter(n.DITHER);return h&&!this.blend&&n.disable(n.BLEND),f&&n.disable(n.DITHER),n.drawArrays(n.POINTS,0,this.pointCount),h&&!this.blend&&n.enable(n.BLEND),f&&n.enable(n.DITHER),t+this.pointCount}),u.draw=u.unifiedDraw,u.drawPick=u.unifiedDraw,u.pick=function(t,e,r){var n=this.pickOffset,a=this.pointCount;if(r<n||r>=n+a)return null;var i=r-n,o=this.points;return{object:this,pointId:i,dataCoord:[o[2*i],o[2*i+1]]}}},{\"./lib/shader\":302,\"gl-buffer\":258,\"gl-shader\":312,\"typedarray-pool\":567}],304:[function(t,e,r){e.exports=function(t,e,r,n){var a,i,o,s,l,c=e[0],u=e[1],h=e[2],f=e[3],p=r[0],d=r[1],g=r[2],m=r[3];(i=c*p+u*d+h*g+f*m)<0&&(i=-i,p=-p,d=-d,g=-g,m=-m);1-i>1e-6?(a=Math.acos(i),o=Math.sin(a),s=Math.sin((1-n)*a)/o,l=Math.sin(n*a)/o):(s=1-n,l=n);return t[0]=s*c+l*p,t[1]=s*u+l*d,t[2]=s*h+l*g,t[3]=s*f+l*m,t}},{}],305:[function(t,e,r){\"use strict\";e.exports=function(t){return t||0===t?t.toString():\"\"}},{}],306:[function(t,e,r){\"use strict\";var n=t(\"vectorize-text\");e.exports=function(t,e,r){var i=a[e];i||(i=a[e]={});if(t in i)return i[t];var o={textAlign:\"center\",textBaseline:\"middle\",lineHeight:1,font:e,lineSpacing:1.25,styletags:{breaklines:!0,bolds:!0,italics:!0,subscripts:!0,superscripts:!0},triangles:!0},s=n(t,o);o.triangles=!1;var l,c,u=n(t,o);if(r&&1!==r){for(l=0;l<s.positions.length;++l)for(c=0;c<s.positions[l].length;++c)s.positions[l][c]/=r;for(l=0;l<u.positions.length;++l)for(c=0;c<u.positions[l].length;++c)u.positions[l][c]/=r}var h=[[1/0,1/0],[-1/0,-1/0]],f=u.positions.length;for(l=0;l<f;++l){var p=u.positions[l];for(c=0;c<2;++c)h[0][c]=Math.min(h[0][c],p[c]),h[1][c]=Math.max(h[1][c],p[c])}return i[t]=[s,u,h]};var a={}},{\"vectorize-text\":572}],307:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform vec4 highlightId;\\nuniform float highlightScale;\\nuniform mat4 model, view, projection;\\nuniform vec3 clipBounds[2];\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = 1.0;\\n    if(distance(highlightId, id) < 0.0001) {\\n      scale = highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1);\\n    vec4 viewPosition = view * worldPosition;\\n    viewPosition = viewPosition / viewPosition.w;\\n    vec4 clipPosition = projection * (viewPosition + scale * vec4(glyph.x, -glyph.y, 0, 0));\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float highlightScale, pixelRatio;\\nuniform vec4 highlightId;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float scale = pixelRatio;\\n    if(distance(highlightId.bgr, id.bgr) < 0.001) {\\n      scale *= highlightScale;\\n    }\\n\\n    vec4 worldPosition = model * vec4(position, 1.0);\\n    vec4 viewPosition = view * worldPosition;\\n    vec4 clipPosition = projection * viewPosition;\\n    clipPosition /= clipPosition.w;\\n\\n    gl_Position = clipPosition + vec4(screenSize * scale * vec2(glyph.x, -glyph.y), 0.0, 0.0);\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = position;\\n  }\\n}\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nattribute vec3 position;\\nattribute vec4 color;\\nattribute vec2 glyph;\\nattribute vec4 id;\\n\\nuniform float highlightScale;\\nuniform vec4 highlightId;\\nuniform vec3 axes[2];\\nuniform mat4 model, view, projection;\\nuniform vec2 screenSize;\\nuniform vec3 clipBounds[2];\\nuniform float scale, pixelRatio;\\n\\nvarying vec4 interpColor;\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], position)) {\\n\\n    gl_Position = vec4(0,0,0,0);\\n  } else {\\n    float lscale = pixelRatio * scale;\\n    if(distance(highlightId, id) < 0.0001) {\\n      lscale *= highlightScale;\\n    }\\n\\n    vec4 clipCenter   = projection * view * model * vec4(position, 1);\\n    vec3 dataPosition = position + 0.5*lscale*(axes[0] * glyph.x + axes[1] * glyph.y) * clipCenter.w * screenSize.y;\\n    vec4 clipPosition = projection * view * model * vec4(dataPosition, 1);\\n\\n    gl_Position = clipPosition;\\n    interpColor = color;\\n    pickId = id;\\n    dataCoordinate = dataPosition;\\n  }\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float opacity;\\n\\nvarying vec4 interpColor;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (\\n    outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate) ||\\n    interpColor.a * opacity == 0.\\n  ) discard;\\n  gl_FragColor = interpColor * opacity;\\n}\\n\"]),c=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 fragClipBounds[2];\\nuniform float pickGroup;\\n\\nvarying vec4 pickId;\\nvarying vec3 dataCoordinate;\\n\\nvoid main() {\\n  if (outOfRange(fragClipBounds[0], fragClipBounds[1], dataCoordinate)) discard;\\n\\n  gl_FragColor = vec4(pickGroup, pickId.bgr);\\n}\"]),u=[{name:\"position\",type:\"vec3\"},{name:\"color\",type:\"vec4\"},{name:\"glyph\",type:\"vec2\"},{name:\"id\",type:\"vec4\"}],h={vertex:i,fragment:l,attributes:u},f={vertex:o,fragment:l,attributes:u},p={vertex:s,fragment:l,attributes:u},d={vertex:i,fragment:c,attributes:u},g={vertex:o,fragment:c,attributes:u},m={vertex:s,fragment:c,attributes:u};function v(t,e){var r=n(t,e),a=r.attributes;return a.position.location=0,a.color.location=1,a.glyph.location=2,a.id.location=3,r}r.createPerspective=function(t){return v(t,h)},r.createOrtho=function(t){return v(t,f)},r.createProject=function(t){return v(t,p)},r.createPickPerspective=function(t){return v(t,d)},r.createPickOrtho=function(t){return v(t,g)},r.createPickProject=function(t){return v(t,m)}},{\"gl-shader\":312,glslify:413}],308:[function(t,e,r){\"use strict\";var n=t(\"is-string-blank\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"typedarray-pool\"),s=t(\"gl-mat4/multiply\"),l=t(\"./lib/shaders\"),c=t(\"./lib/glyphs\"),u=t(\"./lib/get-simple-string\"),h=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1];function f(t,e){var r=t[0],n=t[1],a=t[2],i=t[3];return t[0]=e[0]*r+e[4]*n+e[8]*a+e[12]*i,t[1]=e[1]*r+e[5]*n+e[9]*a+e[13]*i,t[2]=e[2]*r+e[6]*n+e[10]*a+e[14]*i,t[3]=e[3]*r+e[7]*n+e[11]*a+e[15]*i,t}function p(t,e,r,n){return f(n,n),f(n,n),f(n,n)}function d(t,e){this.index=t,this.dataCoordinate=this.position=e}function g(t){return!0===t||t>1?1:t}function m(t,e,r,n,a,i,o,s,l,c,u,h){this.gl=t,this.pixelRatio=1,this.shader=e,this.orthoShader=r,this.projectShader=n,this.pointBuffer=a,this.colorBuffer=i,this.glyphBuffer=o,this.idBuffer=s,this.vao=l,this.vertexCount=0,this.lineVertexCount=0,this.opacity=1,this.hasAlpha=!1,this.lineWidth=0,this.projectScale=[2/3,2/3,2/3],this.projectOpacity=[1,1,1],this.projectHasAlpha=!1,this.pickId=0,this.pickPerspectiveShader=c,this.pickOrthoShader=u,this.pickProjectShader=h,this.points=[],this._selectResult=new d(0,[0,0,0]),this.useOrtho=!0,this.bounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.axesProject=[!0,!0,!0],this.axesBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.highlightId=[1,1,1,1],this.highlightScale=2,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.dirty=!0}e.exports=function(t){var e=t.gl,r=l.createPerspective(e),n=l.createOrtho(e),o=l.createProject(e),s=l.createPickPerspective(e),c=l.createPickOrtho(e),u=l.createPickProject(e),h=a(e),f=a(e),p=a(e),d=a(e),g=i(e,[{buffer:h,size:3,type:e.FLOAT},{buffer:f,size:4,type:e.FLOAT},{buffer:p,size:2,type:e.FLOAT},{buffer:d,size:4,type:e.UNSIGNED_BYTE,normalized:!0}]),v=new m(e,r,n,o,h,f,p,d,g,s,c,u);return v.update(t),v};var v=m.prototype;v.pickSlots=1,v.setPickBase=function(t){this.pickId=t},v.isTransparent=function(){if(this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&this.projectHasAlpha)return!0;return!1},v.isOpaque=function(){if(!this.hasAlpha)return!0;for(var t=0;t<3;++t)if(this.axesProject[t]&&!this.projectHasAlpha)return!0;return!1};var y=[0,0],x=[0,0,0],b=[0,0,0],_=[0,0,0,1],w=[0,0,0,1],T=h.slice(),k=[0,0,0],M=[[0,0,0],[0,0,0]];function A(t){return t[0]=t[1]=t[2]=0,t}function S(t,e){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[3]=1,t}function E(t,e,r,n){return t[0]=e[0],t[1]=e[1],t[2]=e[2],t[r]=n,t}function C(t,e,r,n){var a,i=e.axesProject,o=e.gl,l=t.uniforms,c=r.model||h,u=r.view||h,f=r.projection||h,d=e.axesBounds,g=function(t){for(var e=M,r=0;r<2;++r)for(var n=0;n<3;++n)e[r][n]=Math.max(Math.min(t[r][n],1e8),-1e8);return e}(e.clipBounds);a=e.axes&&e.axes.lastCubeProps?e.axes.lastCubeProps.axis:[1,1,1],y[0]=2/o.drawingBufferWidth,y[1]=2/o.drawingBufferHeight,t.bind(),l.view=u,l.projection=f,l.screenSize=y,l.highlightId=e.highlightId,l.highlightScale=e.highlightScale,l.clipBounds=g,l.pickGroup=e.pickId/255,l.pixelRatio=n;for(var m=0;m<3;++m)if(i[m]){l.scale=e.projectScale[m],l.opacity=e.projectOpacity[m];for(var v=T,C=0;C<16;++C)v[C]=0;for(C=0;C<4;++C)v[5*C]=1;v[5*m]=0,a[m]<0?v[12+m]=d[0][m]:v[12+m]=d[1][m],s(v,c,v),l.model=v;var L=(m+1)%3,P=(m+2)%3,I=A(x),z=A(b);I[L]=1,z[P]=1;var O=p(0,0,0,S(_,I)),D=p(0,0,0,S(w,z));if(Math.abs(O[1])>Math.abs(D[1])){var R=O;O=D,D=R,R=I,I=z,z=R;var F=L;L=P,P=F}O[0]<0&&(I[L]=-1),D[1]>0&&(z[P]=-1);var B=0,N=0;for(C=0;C<4;++C)B+=Math.pow(c[4*L+C],2),N+=Math.pow(c[4*P+C],2);I[L]/=Math.sqrt(B),z[P]/=Math.sqrt(N),l.axes[0]=I,l.axes[1]=z,l.fragClipBounds[0]=E(k,g[0],m,-1e8),l.fragClipBounds[1]=E(k,g[1],m,1e8),e.vao.bind(),e.vao.draw(o.TRIANGLES,e.vertexCount),e.lineWidth>0&&(o.lineWidth(e.lineWidth*n),e.vao.draw(o.LINES,e.lineVertexCount,e.vertexCount)),e.vao.unbind()}}var L=[[-1e8,-1e8,-1e8],[1e8,1e8,1e8]];function P(t,e,r,n,a,i,o){var s=r.gl;if((i===r.projectHasAlpha||o)&&C(e,r,n,a),i===r.hasAlpha||o){t.bind();var l=t.uniforms;l.model=n.model||h,l.view=n.view||h,l.projection=n.projection||h,y[0]=2/s.drawingBufferWidth,y[1]=2/s.drawingBufferHeight,l.screenSize=y,l.highlightId=r.highlightId,l.highlightScale=r.highlightScale,l.fragClipBounds=L,l.clipBounds=r.axes.bounds,l.opacity=r.opacity,l.pickGroup=r.pickId/255,l.pixelRatio=a,r.vao.bind(),r.vao.draw(s.TRIANGLES,r.vertexCount),r.lineWidth>0&&(s.lineWidth(r.lineWidth*a),r.vao.draw(s.LINES,r.lineVertexCount,r.vertexCount)),r.vao.unbind()}}function I(t,e,r,a){var i;i=Array.isArray(t)?e<t.length?t[e]:void 0:t,i=u(i);var o=!0;n(i)&&(i=\"\\u25bc\",o=!1);var s=c(i,r,a);return{mesh:s[0],lines:s[1],bounds:s[2],visible:o}}v.draw=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!1,!1)},v.drawTransparent=function(t){P(this.useOrtho?this.orthoShader:this.shader,this.projectShader,this,t,this.pixelRatio,!0,!1)},v.drawPick=function(t){P(this.useOrtho?this.pickOrthoShader:this.pickPerspectiveShader,this.pickProjectShader,this,t,1,!0,!0)},v.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=t.value[2]+(t.value[1]<<8)+(t.value[0]<<16);if(e>=this.pointCount||e<0)return null;var r=this.points[e],n=this._selectResult;n.index=e;for(var a=0;a<3;++a)n.position[a]=n.dataCoordinate[a]=r[a];return n},v.highlight=function(t){if(t){var e=t.index,r=255&e,n=e>>8&255,a=e>>16&255;this.highlightId=[r/255,n/255,a/255,0]}else this.highlightId=[1,1,1,1]},v.update=function(t){if(\"perspective\"in(t=t||{})&&(this.useOrtho=!t.perspective),\"orthographic\"in t&&(this.useOrtho=!!t.orthographic),\"lineWidth\"in t&&(this.lineWidth=t.lineWidth),\"project\"in t)if(Array.isArray(t.project))this.axesProject=t.project;else{var e=!!t.project;this.axesProject=[e,e,e]}if(\"projectScale\"in t)if(Array.isArray(t.projectScale))this.projectScale=t.projectScale.slice();else{var r=+t.projectScale;this.projectScale=[r,r,r]}if(this.projectHasAlpha=!1,\"projectOpacity\"in t){if(Array.isArray(t.projectOpacity))this.projectOpacity=t.projectOpacity.slice();else{r=+t.projectOpacity;this.projectOpacity=[r,r,r]}for(var n=0;n<3;++n)this.projectOpacity[n]=g(this.projectOpacity[n]),this.projectOpacity[n]<1&&(this.projectHasAlpha=!0)}this.hasAlpha=!1,\"opacity\"in t&&(this.opacity=g(t.opacity),this.opacity<1&&(this.hasAlpha=!0)),this.dirty=!0;var a,i,s=t.position,l=t.font||\"normal\",c=t.alignment||[0,0];if(2===c.length)a=c[0],i=c[1];else{a=[],i=[];for(n=0;n<c.length;++n)a[n]=c[n][0],i[n]=c[n][1]}var u=[1/0,1/0,1/0],h=[-1/0,-1/0,-1/0],f=t.glyph,p=t.color,d=t.size,m=t.angle,v=t.lineColor,y=-1,x=0,b=0,_=0;if(s.length){_=s.length;t:for(n=0;n<_;++n){for(var w=s[n],T=0;T<3;++T)if(isNaN(w[T])||!isFinite(w[T]))continue t;var k=(N=I(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;x+=3*k.cells.length,b+=2*M.edges.length}}var S=x+b,E=o.mallocFloat(3*S),C=o.mallocFloat(4*S),L=o.mallocFloat(2*S),P=o.mallocUint32(S);if(S>0){var z=0,O=x,D=[0,0,0,1],R=[0,0,0,1],F=Array.isArray(p)&&Array.isArray(p[0]),B=Array.isArray(v)&&Array.isArray(v[0]);t:for(n=0;n<_;++n){y+=1;for(w=s[n],T=0;T<3;++T){if(isNaN(w[T])||!isFinite(w[T]))continue t;h[T]=Math.max(h[T],w[T]),u[T]=Math.min(u[T],w[T])}k=(N=I(f,n,l,this.pixelRatio)).mesh,M=N.lines,A=N.bounds;var N,j=N.visible;if(j)if(Array.isArray(p)){if(3===(U=F?n<p.length?p[n]:[0,0,0,0]:p).length){for(T=0;T<3;++T)D[T]=U[T];D[3]=1}else if(4===U.length){for(T=0;T<4;++T)D[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else D[0]=D[1]=D[2]=0,D[3]=1;else D=[1,1,1,0];if(j)if(Array.isArray(v)){var U;if(3===(U=B?n<v.length?v[n]:[0,0,0,0]:v).length){for(T=0;T<3;++T)R[T]=U[T];R[T]=1}else if(4===U.length){for(T=0;T<4;++T)R[T]=U[T];!this.hasAlpha&&U[3]<1&&(this.hasAlpha=!0)}}else R[0]=R[1]=R[2]=0,R[3]=1;else R=[1,1,1,0];var V=.5;j?Array.isArray(d)?V=n<d.length?+d[n]:12:d?V=+d:this.useOrtho&&(V=12):V=0;var q=0;Array.isArray(m)?q=n<m.length?+m[n]:0:m&&(q=+m);var H=Math.cos(q),G=Math.sin(q);for(w=s[n],T=0;T<3;++T)h[T]=Math.max(h[T],w[T]),u[T]=Math.min(u[T],w[T]);var Y=a,W=i;Y=0;Array.isArray(a)?Y=n<a.length?a[n]:0:a&&(Y=a);W=0;Array.isArray(i)?W=n<i.length?i[n]:0:i&&(W=i);var Z=[Y*=Y>0?1-A[0][0]:Y<0?1+A[1][0]:1,W*=W>0?1-A[0][1]:W<0?1+A[1][1]:1],X=k.cells||[],J=k.positions||[];for(T=0;T<X.length;++T)for(var K=X[T],Q=0;Q<3;++Q){for(var $=0;$<3;++$)E[3*z+$]=w[$];for($=0;$<4;++$)C[4*z+$]=D[$];P[z]=y;var tt=J[K[Q]];L[2*z]=V*(H*tt[0]-G*tt[1]+Z[0]),L[2*z+1]=V*(G*tt[0]+H*tt[1]+Z[1]),z+=1}for(X=M.edges,J=M.positions,T=0;T<X.length;++T)for(K=X[T],Q=0;Q<2;++Q){for($=0;$<3;++$)E[3*O+$]=w[$];for($=0;$<4;++$)C[4*O+$]=R[$];P[O]=y;tt=J[K[Q]];L[2*O]=V*(H*tt[0]-G*tt[1]+Z[0]),L[2*O+1]=V*(G*tt[0]+H*tt[1]+Z[1]),O+=1}}}this.bounds=[u,h],this.points=s,this.pointCount=s.length,this.vertexCount=x,this.lineVertexCount=b,this.pointBuffer.update(E),this.colorBuffer.update(C),this.glyphBuffer.update(L),this.idBuffer.update(P),o.free(E),o.free(C),o.free(L),o.free(P)},v.dispose=function(){this.shader.dispose(),this.orthoShader.dispose(),this.pickPerspectiveShader.dispose(),this.pickOrthoShader.dispose(),this.vao.dispose(),this.pointBuffer.dispose(),this.colorBuffer.dispose(),this.glyphBuffer.dispose(),this.idBuffer.dispose()}},{\"./lib/get-simple-string\":305,\"./lib/glyphs\":306,\"./lib/shaders\":307,\"gl-buffer\":258,\"gl-mat4/multiply\":280,\"gl-vao\":332,\"is-string-blank\":444,\"typedarray-pool\":567}],309:[function(t,e,r){\"use strict\";var n=t(\"glslify\");r.boxVertex=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nattribute vec2 vertex;\\n\\nuniform vec2 cornerA, cornerB;\\n\\nvoid main() {\\n  gl_Position = vec4(mix(cornerA, cornerB, vertex), 0, 1);\\n}\\n\"]),r.boxFragment=n([\"precision mediump float;\\n#define GLSLIFY 1\\n\\nuniform vec4 color;\\n\\nvoid main() {\\n  gl_FragColor = color;\\n}\\n\"])},{glslify:413}],310:[function(t,e,r){\"use strict\";var n=t(\"gl-shader\"),a=t(\"gl-buffer\"),i=t(\"./lib/shaders\");function o(t,e,r){this.plot=t,this.boxBuffer=e,this.boxShader=r,this.enabled=!0,this.selectBox=[1/0,1/0,-1/0,-1/0],this.borderColor=[0,0,0,1],this.innerFill=!1,this.innerColor=[0,0,0,.25],this.outerFill=!0,this.outerColor=[0,0,0,.5],this.borderWidth=10}e.exports=function(t,e){var r=t.gl,s=a(r,[0,0,0,1,1,0,1,1]),l=n(r,i.boxVertex,i.boxFragment),c=new o(t,s,l);return c.update(e),t.addOverlay(c),c};var s=o.prototype;s.draw=function(){if(this.enabled){var t=this.plot,e=this.selectBox,r=this.borderWidth,n=(this.innerFill,this.innerColor),a=(this.outerFill,this.outerColor),i=this.borderColor,o=t.box,s=t.screenBox,l=t.dataBox,c=t.viewBox,u=t.pixelRatio,h=(e[0]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],f=(e[1]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1],p=(e[2]-l[0])*(c[2]-c[0])/(l[2]-l[0])+c[0],d=(e[3]-l[1])*(c[3]-c[1])/(l[3]-l[1])+c[1];if(h=Math.max(h,c[0]),f=Math.max(f,c[1]),p=Math.min(p,c[2]),d=Math.min(d,c[3]),!(p<h||d<f)){o.bind();var g=s[2]-s[0],m=s[3]-s[1];if(this.outerFill&&(o.drawBox(0,0,g,f,a),o.drawBox(0,f,h,d,a),o.drawBox(0,d,g,m,a),o.drawBox(p,f,g,d,a)),this.innerFill&&o.drawBox(h,f,p,d,n),r>0){var v=r*u;o.drawBox(h-v,f-v,p+v,f+v,i),o.drawBox(h-v,d-v,p+v,d+v,i),o.drawBox(h-v,f-v,h+v,d+v,i),o.drawBox(p-v,f-v,p+v,d+v,i)}}}},s.update=function(t){t=t||{},this.innerFill=!!t.innerFill,this.outerFill=!!t.outerFill,this.innerColor=(t.innerColor||[0,0,0,.5]).slice(),this.outerColor=(t.outerColor||[0,0,0,.5]).slice(),this.borderColor=(t.borderColor||[0,0,0,1]).slice(),this.borderWidth=t.borderWidth||0,this.selectBox=(t.selectBox||this.selectBox).slice()},s.dispose=function(){this.boxBuffer.dispose(),this.boxShader.dispose(),this.plot.removeOverlay(this)}},{\"./lib/shaders\":309,\"gl-buffer\":258,\"gl-shader\":312}],311:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=e[0],i=e[1],o=n(t,r,i,{}),s=a.mallocUint8(r*i*4);return new l(t,o,s)};var n=t(\"gl-fbo\"),a=t(\"typedarray-pool\"),i=t(\"ndarray\"),o=t(\"bit-twiddle\").nextPow2;function s(t,e,r,n,a){this.coord=[t,e],this.id=r,this.value=n,this.distance=a}function l(t,e,r){this.gl=t,this.fbo=e,this.buffer=r,this._readTimeout=null;var n=this;this._readCallback=function(){n.gl&&(e.bind(),t.readPixels(0,0,e.shape[0],e.shape[1],t.RGBA,t.UNSIGNED_BYTE,n.buffer),n._readTimeout=null)}}var c=l.prototype;Object.defineProperty(c,\"shape\",{get:function(){return this.gl?this.fbo.shape.slice():[0,0]},set:function(t){if(this.gl){this.fbo.shape=t;var e=this.fbo.shape[0],r=this.fbo.shape[1];if(r*e*4>this.buffer.length){a.free(this.buffer);for(var n=this.buffer=a.mallocUint8(o(r*e*4)),i=0;i<r*e*4;++i)n[i]=255}return t}}}),c.begin=function(){var t=this.gl;this.shape;t&&(this.fbo.bind(),t.clearColor(1,1,1,1),t.clear(t.COLOR_BUFFER_BIT|t.DEPTH_BUFFER_BIT))},c.end=function(){var t=this.gl;t&&(t.bindFramebuffer(t.FRAMEBUFFER,null),this._readTimeout||clearTimeout(this._readTimeout),this._readTimeout=setTimeout(this._readCallback,1))},c.query=function(t,e,r){if(!this.gl)return null;var n=this.fbo.shape.slice();t|=0,e|=0,\"number\"!=typeof r&&(r=1);var a=0|Math.min(Math.max(t-r,0),n[0]),o=0|Math.min(Math.max(t+r,0),n[0]),l=0|Math.min(Math.max(e-r,0),n[1]),c=0|Math.min(Math.max(e+r,0),n[1]);if(o<=a||c<=l)return null;var u=[o-a,c-l],h=i(this.buffer,[u[0],u[1],4],[4,4*n[0],1],4*(a+n[0]*l)),f=function(t,e,r){for(var n=1e8,a=-1,i=-1,o=t.shape[0],s=t.shape[1],l=0;l<o;l++)for(var c=0;c<s;c++){var u=t.get(l,c,0),h=t.get(l,c,1),f=t.get(l,c,2),p=t.get(l,c,3);if(u<255||h<255||f<255||p<255){var d=e-l,g=r-c,m=d*d+g*g;m<n&&(n=m,a=l,i=c)}}return[a,i,n]}(h.hi(u[0],u[1],1),r,r),p=f[0],d=f[1];return p<0||Math.pow(this.radius,2)<f[2]?null:new s(p+a|0,d+l|0,h.get(p,d,0),[h.get(p,d,1),h.get(p,d,2),h.get(p,d,3)],Math.sqrt(f[2]))},c.dispose=function(){this.gl&&(this.fbo.dispose(),a.free(this.buffer),this.gl=null,this._readTimeout&&clearTimeout(this._readTimeout))}},{\"bit-twiddle\":97,\"gl-fbo\":266,ndarray:469,\"typedarray-pool\":567}],312:[function(t,e,r){\"use strict\";var n=t(\"./lib/create-uniforms\"),a=t(\"./lib/create-attributes\"),i=t(\"./lib/reflect\"),o=t(\"./lib/shader-cache\"),s=t(\"./lib/runtime-reflect\"),l=t(\"./lib/GLError\");function c(t){this.gl=t,this.gl.lastAttribCount=0,this._vref=this._fref=this._relink=this.vertShader=this.fragShader=this.program=this.attributes=this.uniforms=this.types=null}var u=c.prototype;function h(t,e){return t.name<e.name?-1:1}u.bind=function(){var t;this.program||this._relink();var e=this.gl.getProgramParameter(this.program,this.gl.ACTIVE_ATTRIBUTES),r=this.gl.lastAttribCount;if(e>r)for(t=r;t<e;t++)this.gl.enableVertexAttribArray(t);else if(r>e)for(t=e;t<r;t++)this.gl.disableVertexAttribArray(t);this.gl.lastAttribCount=e,this.gl.useProgram(this.program)},u.dispose=function(){for(var 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w=c[y];if(w.type.indexOf(\"mat\")>=0){for(var T=0|w.type.charAt(w.type.length-1),k=new Array(T),M=0;M<T;++M)k[M]=_.length,b.push(w.name+\"[\"+M+\"]\"),\"number\"==typeof w.location?_.push(w.location+M):Array.isArray(w.location)&&w.location.length===T&&\"number\"==typeof w.location[M]?_.push(0|w.location[M]):_.push(-1);x.push({name:w.name,type:w.type,locations:k})}else x.push({name:w.name,type:w.type,locations:[_.length]}),b.push(w.name),\"number\"==typeof w.location?_.push(0|w.location):_.push(-1)}var A=0;for(y=0;y<_.length;++y)if(_[y]<0){for(;_.indexOf(A)>=0;)A+=1;_[y]=A}var S=new Array(r.length);function E(){f.program=o.program(p,f._vref,f._fref,b,_);for(var t=0;t<r.length;++t)S[t]=p.getUniformLocation(f.program,r[t].name)}E(),f._relink=E,f.types={uniforms:i(r),attributes:i(c)},f.attributes=a(p,f,x,_),Object.defineProperty(f,\"uniforms\",n(p,f,r,S))},e.exports=function(t,e,r,n,a){var i=new c(t);return 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o=t.getActiveAttrib(e,a);o&&n.push({name:o.name,type:i(t,o.type)})}return n};var n={FLOAT:\"float\",FLOAT_VEC2:\"vec2\",FLOAT_VEC3:\"vec3\",FLOAT_VEC4:\"vec4\",INT:\"int\",INT_VEC2:\"ivec2\",INT_VEC3:\"ivec3\",INT_VEC4:\"ivec4\",BOOL:\"bool\",BOOL_VEC2:\"bvec2\",BOOL_VEC3:\"bvec3\",BOOL_VEC4:\"bvec4\",FLOAT_MAT2:\"mat2\",FLOAT_MAT3:\"mat3\",FLOAT_MAT4:\"mat4\",SAMPLER_2D:\"sampler2D\",SAMPLER_CUBE:\"samplerCube\"},a=null;function i(t,e){if(!a){var r=Object.keys(n);a={};for(var i=0;i<r.length;++i){var o=r[i];a[t[o]]=n[o]}}return a[e]}},{}],318:[function(t,e,r){\"use strict\";r.shader=function(t,e,r){return u(t).getShaderReference(e,r)},r.program=function(t,e,r,n,a){return u(t).getProgram(e,r,n,a)};var n=t(\"./GLError\"),a=t(\"gl-format-compiler-error\"),i=new(\"undefined\"==typeof WeakMap?t(\"weakmap-shim\"):WeakMap),o=0;function s(t,e,r,n,a,i,o){this.id=t,this.src=e,this.type=r,this.shader=n,this.count=i,this.programs=[],this.cache=o}function 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n=t(\"glslify\"),a=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 color, position;\\nattribute vec2 uv;\\n\\nuniform float vectorScale, tubeScale;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 eyePosition, lightPosition;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  // Scale the vector magnitude to stay constant with\\n  // model & view changes.\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * tubePosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  f_lightDirection = lightPosition - cameraCoordinate.xyz;\\n  f_eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  f_normal = normalize((vec4(normal, 0.0) * inverseModel).xyz);\\n\\n  // vec4 m_position  = model * vec4(tubePosition, 1.0);\\n  vec4 t_position  = view * tubePosition;\\n  gl_Position      = projection * t_position;\\n\\n  f_color          = color;\\n  f_data           = tubePosition.xyz;\\n  f_position       = position.xyz;\\n  f_uv             = uv;\\n}\\n\"]),i=n([\"#extension GL_OES_standard_derivatives : enable\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat cookTorranceSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness,\\n  float fresnel) {\\n\\n  float VdotN = max(dot(viewDirection, surfaceNormal), 0.0);\\n  float LdotN = max(dot(lightDirection, surfaceNormal), 0.0);\\n\\n  //Half angle vector\\n  vec3 H = normalize(lightDirection + viewDirection);\\n\\n  //Geometric term\\n  float NdotH = max(dot(surfaceNormal, H), 0.0);\\n  float VdotH = max(dot(viewDirection, H), 0.000001);\\n  float LdotH = max(dot(lightDirection, H), 0.000001);\\n  float G1 = (2.0 * NdotH * VdotN) / VdotH;\\n  float G2 = (2.0 * NdotH * LdotN) / LdotH;\\n  float G = min(1.0, min(G1, G2));\\n  \\n  //Distribution term\\n  float D = beckmannDistribution(NdotH, roughness);\\n\\n  //Fresnel term\\n  float F = pow(1.0 - VdotN, fresnel);\\n\\n  //Multiply terms and done\\n  return  G * F * D / max(3.14159265 * VdotN, 0.000001);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform sampler2D texture;\\n\\nvarying vec3 f_normal, f_lightDirection, f_eyeDirection, f_data, f_position;\\nvarying vec4 f_color;\\nvarying vec2 f_uv;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n  vec3 N = normalize(f_normal);\\n  vec3 L = normalize(f_lightDirection);\\n  vec3 V = normalize(f_eyeDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = min(1.0, max(0.0, cookTorranceSpecular(L, V, N, roughness, fresnel)));\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  vec4 surfaceColor = f_color * texture2D(texture, f_uv);\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = litColor * opacity;\\n}\\n\"]),o=n([\"precision highp float;\\n\\nprecision highp float;\\n#define GLSLIFY 1\\n\\nvec3 getOrthogonalVector(vec3 v) {\\n  // Return up-vector for only-z vector.\\n  // Return ax + by + cz = 0, a point that lies on the plane that has v as a normal and that isn't (0,0,0).\\n  // From the above if-statement we have ||a|| > 0  U  ||b|| > 0.\\n  // Assign z = 0, x = -b, y = a:\\n  // a*-b + b*a + c*0 = -ba + ba + 0 = 0\\n  if (v.x*v.x > v.z*v.z || v.y*v.y > v.z*v.z) {\\n    return normalize(vec3(-v.y, v.x, 0.0));\\n  } else {\\n    return normalize(vec3(0.0, v.z, -v.y));\\n  }\\n}\\n\\n// Calculate the tube vertex and normal at the given index.\\n//\\n// The returned vertex is for a tube ring with its center at origin, radius of length(d), pointing in the direction of d.\\n//\\n// Each tube segment is made up of a ring of vertices.\\n// These vertices are used to make up the triangles of the tube by connecting them together in the vertex array.\\n// The indexes of tube segments run from 0 to 8.\\n//\\nvec3 getTubePosition(vec3 d, float index, out vec3 normal) {\\n  float segmentCount = 8.0;\\n\\n  float angle = 2.0 * 3.14159 * (index / segmentCount);\\n\\n  vec3 u = getOrthogonalVector(d);\\n  vec3 v = normalize(cross(u, d));\\n\\n  vec3 x = u * cos(angle) * length(d);\\n  vec3 y = v * sin(angle) * length(d);\\n  vec3 v3 = x + y;\\n\\n  normal = normalize(v3);\\n\\n  return v3;\\n}\\n\\nattribute vec4 vector;\\nattribute vec4 position;\\nattribute vec4 id;\\n\\nuniform mat4 model, view, projection;\\nuniform float tubeScale;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  vec3 normal;\\n  vec3 XYZ = getTubePosition(mat3(model) * (tubeScale * vector.w * normalize(vector.xyz)), position.w, normal);\\n  vec4 tubePosition = model * vec4(position.xyz, 1.0) + vec4(XYZ, 0.0);\\n\\n  gl_Position = projection * view * tubePosition;\\n  f_id        = id;\\n  f_position  = position.xyz;\\n}\\n\"]),s=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3  clipBounds[2];\\nuniform float pickId;\\n\\nvarying vec3 f_position;\\nvarying vec4 f_id;\\n\\nvoid main() {\\n  if (outOfRange(clipBounds[0], clipBounds[1], f_position)) discard;\\n\\n  gl_FragColor = vec4(pickId, f_id.xyz);\\n}\"]);r.meshShader={vertex:a,fragment:i,attributes:[{name:\"position\",type:\"vec4\"},{name:\"color\",type:\"vec4\"},{name:\"uv\",type:\"vec2\"},{name:\"vector\",type:\"vec4\"}]},r.pickShader={vertex:o,fragment:s,attributes:[{name:\"position\",type:\"vec4\"},{name:\"id\",type:\"vec4\"},{name:\"vector\",type:\"vec4\"}]}},{glslify:413}],323:[function(t,e,r){\"use strict\";var n=t(\"gl-vec3\"),a=t(\"gl-vec4\"),i=[\"xyz\",\"xzy\",\"yxz\",\"yzx\",\"zxy\",\"zyx\"],o=function(t,e,r,i){for(var o=0,s=0;s<t.length;s++)for(var l=t[s].velocities,c=0;c<l.length;c++)o=Math.max(o,n.length(l[c]));var u=t.map((function(t){return function(t,e,r,i){for(var o=t.points,s=t.velocities,l=t.divergences,c=[],u=[],h=[],f=[],p=[],d=[],g=0,m=0,v=a.create(),y=a.create(),x=0;x<o.length;x++){var b=o[x],_=s[x],w=l[x];0===e&&(w=.05*r),m=n.length(_)/i,v=a.create(),n.copy(v,_),v[3]=w;for(var T=0;T<8;T++)p[T]=[b[0],b[1],b[2],T];if(f.length>0)for(T=0;T<8;T++){var k=(T+1)%8;c.push(f[T],p[T],p[k],p[k],f[k],f[T]),h.push(y,v,v,v,y,y),d.push(g,m,m,m,g,g);var M=c.length;u.push([M-6,M-5,M-4],[M-3,M-2,M-1])}var A=f;f=p,p=A;var S=y;y=v,v=S;var E=g;g=m,m=E}return{positions:c,cells:u,vectors:h,vertexIntensity:d}}(t,r,i,o)})),h=[],f=[],p=[],d=[];for(s=0;s<u.length;s++){var g=u[s],m=h.length;h=h.concat(g.positions),p=p.concat(g.vectors),d=d.concat(g.vertexIntensity);for(c=0;c<g.cells.length;c++){var v=g.cells[c],y=[];f.push(y);for(var x=0;x<v.length;x++)y.push(v[x]+m)}}return{positions:h,cells:f,vectors:p,vertexIntensity:d,colormap:e}},s=function(t,e){var r,n=t.length;for(r=0;r<n;r++){var a=t[r];if(a===e)return r;if(a>e)return r-1}return r},l=function(t,e,r){return t<e?e:t>r?r:t},c=function(t){var e=1/0;t.sort((function(t,e){return t-e}));for(var r=t.length,n=1;n<r;n++){var a=Math.abs(t[n]-t[n-1]);a<e&&(e=a)}return e};e.exports=function(t,e){var r=t.startingPositions,a=t.maxLength||1e3,u=t.tubeSize||1,h=t.absoluteTubeSize,f=t.gridFill||\"+x+y+z\",p={};-1!==f.indexOf(\"-x\")&&(p.reversedX=!0),-1!==f.indexOf(\"-y\")&&(p.reversedY=!0),-1!==f.indexOf(\"-z\")&&(p.reversedZ=!0),p.filled=i.indexOf(f.replace(/-/g,\"\").replace(/\\+/g,\"\"));var d=t.getVelocity||function(e){return function(t,e,r){var a=e.vectors,i=e.meshgrid,o=t[0],c=t[1],u=t[2],h=i[0].length,f=i[1].length,p=i[2].length,d=s(i[0],o),g=s(i[1],c),m=s(i[2],u),v=d+1,y=g+1,x=m+1;if(d=l(d,0,h-1),v=l(v,0,h-1),g=l(g,0,f-1),y=l(y,0,f-1),m=l(m,0,p-1),x=l(x,0,p-1),d<0||g<0||m<0||v>h-1||y>f-1||x>p-1)return n.create();var b,_,w,T,k,M,A=i[0][d],S=i[0][v],E=i[1][g],C=i[1][y],L=i[2][m],P=(o-A)/(S-A),I=(c-E)/(C-E),z=(u-L)/(i[2][x]-L);switch(isFinite(P)||(P=.5),isFinite(I)||(I=.5),isFinite(z)||(z=.5),r.reversedX&&(d=h-1-d,v=h-1-v),r.reversedY&&(g=f-1-g,y=f-1-y),r.reversedZ&&(m=p-1-m,x=p-1-x),r.filled){case 5:k=m,M=x,w=g*p,T=y*p,b=d*p*f,_=v*p*f;break;case 4:k=m,M=x,b=d*p,_=v*p,w=g*p*h,T=y*p*h;break;case 3:w=g,T=y,k=m*f,M=x*f,b=d*f*p,_=v*f*p;break;case 2:w=g,T=y,b=d*f,_=v*f,k=m*f*h,M=x*f*h;break;case 1:b=d,_=v,k=m*h,M=x*h,w=g*h*p,T=y*h*p;break;default:b=d,_=v,w=g*h,T=y*h,k=m*h*f,M=x*h*f}var O=a[b+w+k],D=a[b+w+M],R=a[b+T+k],F=a[b+T+M],B=a[_+w+k],N=a[_+w+M],j=a[_+T+k],U=a[_+T+M],V=n.create(),q=n.create(),H=n.create(),G=n.create();n.lerp(V,O,B,P),n.lerp(q,D,N,P),n.lerp(H,R,j,P),n.lerp(G,F,U,P);var Y=n.create(),W=n.create();n.lerp(Y,V,H,I),n.lerp(W,q,G,I);var Z=n.create();return n.lerp(Z,Y,W,z),Z}(e,t,p)},g=t.getDivergence||function(t,e){var r=n.create(),a=1e-4;n.add(r,t,[a,0,0]);var i=d(r);n.subtract(i,i,e),n.scale(i,i,1/a),n.add(r,t,[0,a,0]);var o=d(r);n.subtract(o,o,e),n.scale(o,o,1/a),n.add(r,t,[0,0,a]);var s=d(r);return n.subtract(s,s,e),n.scale(s,s,1/a),n.add(r,i,o),n.add(r,r,s),r},m=[],v=e[0][0],y=e[0][1],x=e[0][2],b=e[1][0],_=e[1][1],w=e[1][2],T=function(t){var e=t[0],r=t[1],n=t[2];return!(e<v||e>b||r<y||r>_||n<x||n>w)},k=10*n.distance(e[0],e[1])/a,M=k*k,A=1,S=0,E=r.length;E>1&&(A=function(t){for(var e=[],r=[],n=[],a={},i={},o={},s=t.length,l=0;l<s;l++){var u=t[l],h=u[0],f=u[1],p=u[2];a[h]||(e.push(h),a[h]=!0),i[f]||(r.push(f),i[f]=!0),o[p]||(n.push(p),o[p]=!0)}var d=c(e),g=c(r),m=c(n),v=Math.min(d,g,m);return isFinite(v)?v:1}(r));for(var C=0;C<E;C++){var L=n.create();n.copy(L,r[C]);var P=[L],I=[],z=d(L),O=L;I.push(z);var D=[],R=g(L,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F),m.push({points:P,velocities:I,divergences:D});for(var B=0;B<100*a&&P.length<a&&T(L);){B++;var N=n.clone(z),j=n.squaredLength(N);if(0===j)break;if(j>M&&n.scale(N,N,k/Math.sqrt(j)),n.add(N,N,L),z=d(N),n.squaredDistance(O,N)-M>-1e-4*M){P.push(N),O=N,I.push(z);R=g(N,z),F=n.length(R);isFinite(F)&&F>S&&(S=F),D.push(F)}L=N}}var U=o(m,t.colormap,S,A);return h?U.tubeScale=h:(0===S&&(S=1),U.tubeScale=.5*u*A/S),U};var u=t(\"./lib/shaders\"),h=t(\"gl-cone3d\").createMesh;e.exports.createTubeMesh=function(t,e){return h(t,e,{shaders:u,traceType:\"streamtube\"})}},{\"./lib/shaders\":322,\"gl-cone3d\":259,\"gl-vec3\":351,\"gl-vec4\":387}],324:[function(t,e,r){var n=t(\"gl-shader\"),a=t(\"glslify\"),i=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute vec3 f;\\nattribute vec3 normal;\\n\\nuniform vec3 objectOffset;\\nuniform mat4 model, view, projection, inverseModel;\\nuniform vec3 lightPosition, eyePosition;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 localCoordinate = vec3(uv.zw, f.x);\\n  worldCoordinate = objectOffset + localCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n  vec4 clipPosition = projection * view * worldPosition;\\n  gl_Position = clipPosition;\\n  kill = f.y;\\n  value = f.z;\\n  planeCoordinate = uv.xy;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Lighting geometry parameters\\n  vec4 cameraCoordinate = view * worldPosition;\\n  cameraCoordinate.xyz /= cameraCoordinate.w;\\n  lightDirection = lightPosition - cameraCoordinate.xyz;\\n  eyeDirection   = eyePosition - cameraCoordinate.xyz;\\n  surfaceNormal  = normalize((vec4(normal,0) * inverseModel).xyz);\\n}\\n\"]),o=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nfloat beckmannDistribution(float x, float roughness) {\\n  float NdotH = max(x, 0.0001);\\n  float cos2Alpha = NdotH * NdotH;\\n  float tan2Alpha = (cos2Alpha - 1.0) / cos2Alpha;\\n  float roughness2 = roughness * roughness;\\n  float denom = 3.141592653589793 * roughness2 * cos2Alpha * cos2Alpha;\\n  return exp(tan2Alpha / roughness2) / denom;\\n}\\n\\nfloat beckmannSpecular(\\n  vec3 lightDirection,\\n  vec3 viewDirection,\\n  vec3 surfaceNormal,\\n  float roughness) {\\n  return beckmannDistribution(dot(surfaceNormal, normalize(lightDirection + viewDirection)), roughness);\\n}\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec3 lowerBound, upperBound;\\nuniform float contourTint;\\nuniform vec4 contourColor;\\nuniform sampler2D colormap;\\nuniform vec3 clipBounds[2];\\nuniform float roughness, fresnel, kambient, kdiffuse, kspecular, opacity;\\nuniform float vertexColor;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  if (\\n    kill > 0.0 ||\\n    vColor.a == 0.0 ||\\n    outOfRange(clipBounds[0], clipBounds[1], worldCoordinate)\\n  ) discard;\\n\\n  vec3 N = normalize(surfaceNormal);\\n  vec3 V = normalize(eyeDirection);\\n  vec3 L = normalize(lightDirection);\\n\\n  if(gl_FrontFacing) {\\n    N = -N;\\n  }\\n\\n  float specular = max(beckmannSpecular(L, V, N, roughness), 0.);\\n  float diffuse  = min(kambient + kdiffuse * max(dot(N, L), 0.0), 1.0);\\n\\n  //decide how to interpolate color \\u2014 in vertex or in fragment\\n  vec4 surfaceColor =\\n    step(vertexColor, .5) * texture2D(colormap, vec2(value, value)) +\\n    step(.5, vertexColor) * vColor;\\n\\n  vec4 litColor = surfaceColor.a * vec4(diffuse * surfaceColor.rgb + kspecular * vec3(1,1,1) * specular,  1.0);\\n\\n  gl_FragColor = mix(litColor, contourColor, contourTint) * opacity;\\n}\\n\"]),s=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec4 uv;\\nattribute float f;\\n\\nuniform vec3 objectOffset;\\nuniform mat3 permutation;\\nuniform mat4 model, view, projection;\\nuniform float height, zOffset;\\nuniform sampler2D colormap;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 lightDirection, eyeDirection, surfaceNormal;\\nvarying vec4 vColor;\\n\\nvoid main() {\\n  vec3 dataCoordinate = permutation * vec3(uv.xy, height);\\n  worldCoordinate = objectOffset + dataCoordinate;\\n  vec4 worldPosition = model * vec4(worldCoordinate, 1.0);\\n\\n  vec4 clipPosition = projection * view * worldPosition;\\n  clipPosition.z += zOffset;\\n\\n  gl_Position = clipPosition;\\n  value = f + objectOffset.z;\\n  kill = -1.0;\\n  planeCoordinate = uv.zw;\\n\\n  vColor = texture2D(colormap, vec2(value, value));\\n\\n  //Don't do lighting for contours\\n  surfaceNormal   = vec3(1,0,0);\\n  eyeDirection    = vec3(0,1,0);\\n  lightDirection  = vec3(0,0,1);\\n}\\n\"]),l=a([\"precision highp float;\\n#define GLSLIFY 1\\n\\nbool outOfRange(float a, float b, float p) {\\n  return ((p > max(a, b)) || \\n          (p < min(a, b)));\\n}\\n\\nbool outOfRange(vec2 a, vec2 b, vec2 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y));\\n}\\n\\nbool outOfRange(vec3 a, vec3 b, vec3 p) {\\n  return (outOfRange(a.x, b.x, p.x) ||\\n          outOfRange(a.y, b.y, p.y) ||\\n          outOfRange(a.z, b.z, p.z));\\n}\\n\\nbool outOfRange(vec4 a, vec4 b, vec4 p) {\\n  return outOfRange(a.xyz, b.xyz, p.xyz);\\n}\\n\\nuniform vec2 shape;\\nuniform vec3 clipBounds[2];\\nuniform float pickId;\\n\\nvarying float value, kill;\\nvarying vec3 worldCoordinate;\\nvarying vec2 planeCoordinate;\\nvarying vec3 surfaceNormal;\\n\\nvec2 splitFloat(float v) {\\n  float vh = 255.0 * v;\\n  float upper = floor(vh);\\n  float lower = fract(vh);\\n  return vec2(upper / 255.0, floor(lower * 16.0) / 16.0);\\n}\\n\\nvoid main() {\\n  if ((kill > 0.0) ||\\n      (outOfRange(clipBounds[0], clipBounds[1], worldCoordinate))) discard;\\n\\n  vec2 ux = splitFloat(planeCoordinate.x / shape.x);\\n  vec2 uy = splitFloat(planeCoordinate.y / shape.y);\\n  gl_FragColor = vec4(pickId, ux.x, uy.x, ux.y + (uy.y/16.0));\\n}\\n\"]);r.createShader=function(t){var e=n(t,i,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createPickShader=function(t){var e=n(t,i,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"vec3\"},{name:\"normal\",type:\"vec3\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e.attributes.normal.location=2,e},r.createContourShader=function(t){var e=n(t,s,o,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e},r.createPickContourShader=function(t){var e=n(t,s,l,null,[{name:\"uv\",type:\"vec4\"},{name:\"f\",type:\"float\"}]);return e.attributes.uv.location=0,e.attributes.f.location=1,e}},{\"gl-shader\":312,glslify:413}],325:[function(t,e,r){\"use strict\";e.exports=function(t){var e=t.gl,r=y(e),n=b(e),s=x(e),l=_(e),c=a(e),u=i(e,[{buffer:c,size:4,stride:40,offset:0},{buffer:c,size:3,stride:40,offset:16},{buffer:c,size:3,stride:40,offset:28}]),h=a(e),f=i(e,[{buffer:h,size:4,stride:20,offset:0},{buffer:h,size:1,stride:20,offset:16}]),p=a(e),d=i(e,[{buffer:p,size:2,type:e.FLOAT}]),g=o(e,1,256,e.RGBA,e.UNSIGNED_BYTE);g.minFilter=e.LINEAR,g.magFilter=e.LINEAR;var m=new A(e,[0,0],[[0,0,0],[0,0,0]],r,n,c,u,g,s,l,h,f,p,d,[0,0,0]),v={levels:[[],[],[]]};for(var w in t)v[w]=t[w];return v.colormap=v.colormap||\"jet\",m.update(v),m};var n=t(\"bit-twiddle\"),a=t(\"gl-buffer\"),i=t(\"gl-vao\"),o=t(\"gl-texture2d\"),s=t(\"typedarray-pool\"),l=t(\"colormap\"),c=t(\"ndarray-ops\"),u=t(\"ndarray-pack\"),h=t(\"ndarray\"),f=t(\"surface-nets\"),p=t(\"gl-mat4/multiply\"),d=t(\"gl-mat4/invert\"),g=t(\"binary-search-bounds\"),m=t(\"ndarray-gradient\"),v=t(\"./lib/shaders\"),y=v.createShader,x=v.createContourShader,b=v.createPickShader,_=v.createPickContourShader,w=[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1],T=[[0,0],[0,1],[1,0],[1,1],[1,0],[0,1]],k=[[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0],[0,0,0,0,0,0,0,0,0]];function M(t,e,r,n,a){this.position=t,this.index=e,this.uv=r,this.level=n,this.dataCoordinate=a}!function(){for(var t=0;t<3;++t){var e=k[t],r=(t+2)%3;e[(t+1)%3+0]=1,e[r+3]=1,e[t+6]=1}}();function A(t,e,r,n,a,i,o,l,c,u,f,p,d,g,m){this.gl=t,this.shape=e,this.bounds=r,this.objectOffset=m,this.intensityBounds=[],this._shader=n,this._pickShader=a,this._coordinateBuffer=i,this._vao=o,this._colorMap=l,this._contourShader=c,this._contourPickShader=u,this._contourBuffer=f,this._contourVAO=p,this._contourOffsets=[[],[],[]],this._contourCounts=[[],[],[]],this._vertexCount=0,this._pickResult=new M([0,0,0],[0,0],[0,0],[0,0,0],[0,0,0]),this._dynamicBuffer=d,this._dynamicVAO=g,this._dynamicOffsets=[0,0,0],this._dynamicCounts=[0,0,0],this.contourWidth=[1,1,1],this.contourLevels=[[1],[1],[1]],this.contourTint=[0,0,0],this.contourColor=[[.5,.5,.5,1],[.5,.5,.5,1],[.5,.5,.5,1]],this.showContour=!0,this.showSurface=!0,this.enableHighlight=[!0,!0,!0],this.highlightColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.highlightTint=[1,1,1],this.highlightLevel=[-1,-1,-1],this.enableDynamic=[!0,!0,!0],this.dynamicLevel=[NaN,NaN,NaN],this.dynamicColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.dynamicTint=[1,1,1],this.dynamicWidth=[1,1,1],this.axesBounds=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]],this.surfaceProject=[!1,!1,!1],this.contourProject=[[!1,!1,!1],[!1,!1,!1],[!1,!1,!1]],this.colorBounds=[!1,!1],this._field=[h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0]),h(s.mallocFloat(1024),[0,0])],this.pickId=1,this.clipBounds=[[-1/0,-1/0,-1/0],[1/0,1/0,1/0]],this.snapToData=!1,this.pixelRatio=1,this.opacity=1,this.lightPosition=[10,1e4,0],this.ambientLight=.8,this.diffuseLight=.8,this.specularLight=2,this.roughness=.5,this.fresnel=1.5,this.vertexColor=0,this.dirty=!0}var S=A.prototype;S.genColormap=function(t,e){var r=!1,n=u([l({colormap:t,nshades:256,format:\"rgba\"}).map((function(t,n){var a=e?function(t,e){if(!e)return 1;if(!e.length)return 1;for(var r=0;r<e.length;++r){if(e.length<2)return 1;if(e[r][0]===t)return e[r][1];if(e[r][0]>t&&r>0){var n=(e[r][0]-t)/(e[r][0]-e[r-1][0]);return e[r][1]*(1-n)+n*e[r-1][1]}}return 1}(n/255,e):t[3];return a<1&&(r=!0),[t[0],t[1],t[2],255*a]}))]);return c.divseq(n,255),this.hasAlphaScale=r,n},S.isTransparent=function(){return this.opacity<1||this.hasAlphaScale},S.isOpaque=function(){return!this.isTransparent()},S.pickSlots=1,S.setPickBase=function(t){this.pickId=t};var E=[0,0,0],C={showSurface:!1,showContour:!1,projections:[w.slice(),w.slice(),w.slice()],clipBounds:[[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]],[[0,0,0],[0,0,0]]]};function L(t,e){var r,n,a,i=e.axes&&e.axes.lastCubeProps.axis||E,o=e.showSurface,s=e.showContour;for(r=0;r<3;++r)for(o=o||e.surfaceProject[r],n=0;n<3;++n)s=s||e.contourProject[r][n];for(r=0;r<3;++r){var l=C.projections[r];for(n=0;n<16;++n)l[n]=0;for(n=0;n<4;++n)l[5*n]=1;l[5*r]=0,l[12+r]=e.axesBounds[+(i[r]>0)][r],p(l,t.model,l);var c=C.clipBounds[r];for(a=0;a<2;++a)for(n=0;n<3;++n)c[a][n]=t.clipBounds[a][n];c[0][r]=-1e8,c[1][r]=1e8}return C.showSurface=o,C.showContour=s,C}var P={model:w,view:w,projection:w,inverseModel:w.slice(),lowerBound:[0,0,0],upperBound:[0,0,0],colorMap:0,clipBounds:[[0,0,0],[0,0,0]],height:0,contourTint:0,contourColor:[0,0,0,1],permutation:[1,0,0,0,1,0,0,0,1],zOffset:-1e-4,objectOffset:[0,0,0],kambient:1,kdiffuse:1,kspecular:1,lightPosition:[1e3,1e3,1e3],eyePosition:[0,0,0],roughness:1,fresnel:1,opacity:1,vertexColor:0},I=w.slice(),z=[1,0,0,0,1,0,0,0,1];function O(t,e){t=t||{};var r=this.gl;r.disable(r.CULL_FACE),this._colorMap.bind(0);var n=P;n.model=t.model||w,n.view=t.view||w,n.projection=t.projection||w,n.lowerBound=[this.bounds[0][0],this.bounds[0][1],this.colorBounds[0]||this.bounds[0][2]],n.upperBound=[this.bounds[1][0],this.bounds[1][1],this.colorBounds[1]||this.bounds[1][2]],n.objectOffset=this.objectOffset,n.contourColor=this.contourColor[0],n.inverseModel=d(n.inverseModel,n.model);for(var a=0;a<2;++a)for(var i=n.clipBounds[a],o=0;o<3;++o)i[o]=Math.min(Math.max(this.clipBounds[a][o],-1e8),1e8);n.kambient=this.ambientLight,n.kdiffuse=this.diffuseLight,n.kspecular=this.specularLight,n.roughness=this.roughness,n.fresnel=this.fresnel,n.opacity=this.opacity,n.height=0,n.permutation=z,n.vertexColor=this.vertexColor;var s=I;for(p(s,n.view,n.model),p(s,n.projection,s),d(s,s),a=0;a<3;++a)n.eyePosition[a]=s[12+a]/s[15];var l=s[15];for(a=0;a<3;++a)l+=this.lightPosition[a]*s[4*a+3];for(a=0;a<3;++a){var c=s[12+a];for(o=0;o<3;++o)c+=s[4*o+a]*this.lightPosition[o];n.lightPosition[a]=c/l}var u=L(n,this);if(u.showSurface){for(this._shader.bind(),this._shader.uniforms=n,this._vao.bind(),this.showSurface&&this._vertexCount&&this._vao.draw(r.TRIANGLES,this._vertexCount),a=0;a<3;++a)this.surfaceProject[a]&&this.vertexCount&&(this._shader.uniforms.model=u.projections[a],this._shader.uniforms.clipBounds=u.clipBounds[a],this._vao.draw(r.TRIANGLES,this._vertexCount));this._vao.unbind()}if(u.showContour){var h=this._contourShader;n.kambient=1,n.kdiffuse=0,n.kspecular=0,n.opacity=1,h.bind(),h.uniforms=n;var f=this._contourVAO;for(f.bind(),a=0;a<3;++a)for(h.uniforms.permutation=k[a],r.lineWidth(this.contourWidth[a]*this.pixelRatio),o=0;o<this.contourLevels[a].length;++o)o===this.highlightLevel[a]?(h.uniforms.contourColor=this.highlightColor[a],h.uniforms.contourTint=this.highlightTint[a]):0!==o&&o-1!==this.highlightLevel[a]||(h.uniforms.contourColor=this.contourColor[a],h.uniforms.contourTint=this.contourTint[a]),this._contourCounts[a][o]&&(h.uniforms.height=this.contourLevels[a][o],f.draw(r.LINES,this._contourCounts[a][o],this._contourOffsets[a][o]));for(a=0;a<3;++a)for(h.uniforms.model=u.projections[a],h.uniforms.clipBounds=u.clipBounds[a],o=0;o<3;++o)if(this.contourProject[a][o]){h.uniforms.permutation=k[o],r.lineWidth(this.contourWidth[o]*this.pixelRatio);for(var g=0;g<this.contourLevels[o].length;++g)g===this.highlightLevel[o]?(h.uniforms.contourColor=this.highlightColor[o],h.uniforms.contourTint=this.highlightTint[o]):0!==g&&g-1!==this.highlightLevel[o]||(h.uniforms.contourColor=this.contourColor[o],h.uniforms.contourTint=this.contourTint[o]),this._contourCounts[o][g]&&(h.uniforms.height=this.contourLevels[o][g],f.draw(r.LINES,this._contourCounts[o][g],this._contourOffsets[o][g]))}for(f.unbind(),(f=this._dynamicVAO).bind(),a=0;a<3;++a)if(0!==this._dynamicCounts[a])for(h.uniforms.model=n.model,h.uniforms.clipBounds=n.clipBounds,h.uniforms.permutation=k[a],r.lineWidth(this.dynamicWidth[a]*this.pixelRatio),h.uniforms.contourColor=this.dynamicColor[a],h.uniforms.contourTint=this.dynamicTint[a],h.uniforms.height=this.dynamicLevel[a],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]),o=0;o<3;++o)this.contourProject[o][a]&&(h.uniforms.model=u.projections[o],h.uniforms.clipBounds=u.clipBounds[o],f.draw(r.LINES,this._dynamicCounts[a],this._dynamicOffsets[a]));f.unbind()}}S.draw=function(t){return O.call(this,t,!1)},S.drawTransparent=function(t){return O.call(this,t,!0)};var D={model:w,view:w,projection:w,inverseModel:w,clipBounds:[[0,0,0],[0,0,0]],height:0,shape:[0,0],pickId:0,lowerBound:[0,0,0],upperBound:[0,0,0],zOffset:0,objectOffset:[0,0,0],permutation:[1,0,0,0,1,0,0,0,1],lightPosition:[0,0,0],eyePosition:[0,0,0]};function R(t,e){return Array.isArray(t)?[e(t[0]),e(t[1]),e(t[2])]:[e(t),e(t),e(t)]}function F(t){return Array.isArray(t)?3===t.length?[t[0],t[1],t[2],1]:[t[0],t[1],t[2],t[3]]:[0,0,0,1]}function B(t){if(Array.isArray(t)){if(Array.isArray(t))return[F(t[0]),F(t[1]),F(t[2])];var e=F(t);return[e.slice(),e.slice(),e.slice()]}}S.drawPick=function(t){t=t||{};var e=this.gl;e.disable(e.CULL_FACE);var r=D;r.model=t.model||w,r.view=t.view||w,r.projection=t.projection||w,r.shape=this._field[2].shape,r.pickId=this.pickId/255,r.lowerBound=this.bounds[0],r.upperBound=this.bounds[1],r.objectOffset=this.objectOffset,r.permutation=z;for(var n=0;n<2;++n)for(var a=r.clipBounds[n],i=0;i<3;++i)a[i]=Math.min(Math.max(this.clipBounds[n][i],-1e8),1e8);var o=L(r,this);if(o.showSurface){for(this._pickShader.bind(),this._pickShader.uniforms=r,this._vao.bind(),this._vao.draw(e.TRIANGLES,this._vertexCount),n=0;n<3;++n)this.surfaceProject[n]&&(this._pickShader.uniforms.model=o.projections[n],this._pickShader.uniforms.clipBounds=o.clipBounds[n],this._vao.draw(e.TRIANGLES,this._vertexCount));this._vao.unbind()}if(o.showContour){var s=this._contourPickShader;s.bind(),s.uniforms=r;var l=this._contourVAO;for(l.bind(),i=0;i<3;++i)for(e.lineWidth(this.contourWidth[i]*this.pixelRatio),s.uniforms.permutation=k[i],n=0;n<this.contourLevels[i].length;++n)this._contourCounts[i][n]&&(s.uniforms.height=this.contourLevels[i][n],l.draw(e.LINES,this._contourCounts[i][n],this._contourOffsets[i][n]));for(n=0;n<3;++n)for(s.uniforms.model=o.projections[n],s.uniforms.clipBounds=o.clipBounds[n],i=0;i<3;++i)if(this.contourProject[n][i]){s.uniforms.permutation=k[i],e.lineWidth(this.contourWidth[i]*this.pixelRatio);for(var c=0;c<this.contourLevels[i].length;++c)this._contourCounts[i][c]&&(s.uniforms.height=this.contourLevels[i][c],l.draw(e.LINES,this._contourCounts[i][c],this._contourOffsets[i][c]))}l.unbind()}},S.pick=function(t){if(!t)return null;if(t.id!==this.pickId)return null;var e=this._field[2].shape,r=this._pickResult,n=e[0]*(t.value[0]+(t.value[2]>>4)/16)/255,a=Math.floor(n),i=n-a,o=e[1]*(t.value[1]+(15&t.value[2])/16)/255,s=Math.floor(o),l=o-s;a+=1,s+=1;var c=r.position;c[0]=c[1]=c[2]=0;for(var u=0;u<2;++u)for(var h=u?i:1-i,f=0;f<2;++f)for(var p=a+u,d=s+f,m=h*(f?l:1-l),v=0;v<3;++v)c[v]+=this._field[v].get(p,d)*m;for(var y=this._pickResult.level,x=0;x<3;++x)if(y[x]=g.le(this.contourLevels[x],c[x]),y[x]<0)this.contourLevels[x].length>0&&(y[x]=0);else if(y[x]<this.contourLevels[x].length-1){var b=this.contourLevels[x][y[x]],_=this.contourLevels[x][y[x]+1];Math.abs(b-c[x])>Math.abs(_-c[x])&&(y[x]+=1)}for(r.index[0]=i<.5?a:a+1,r.index[1]=l<.5?s:s+1,r.uv[0]=n/e[0],r.uv[1]=o/e[1],v=0;v<3;++v)r.dataCoordinate[v]=this._field[v].get(r.index[0],r.index[1]);return r},S.padField=function(t,e){var r=e.shape.slice(),n=t.shape.slice();c.assign(t.lo(1,1).hi(r[0],r[1]),e),c.assign(t.lo(1).hi(r[0],1),e.hi(r[0],1)),c.assign(t.lo(1,n[1]-1).hi(r[0],1),e.lo(0,r[1]-1).hi(r[0],1)),c.assign(t.lo(0,1).hi(1,r[1]),e.hi(1)),c.assign(t.lo(n[0]-1,1).hi(1,r[1]),e.lo(r[0]-1)),t.set(0,0,e.get(0,0)),t.set(0,n[1]-1,e.get(0,r[1]-1)),t.set(n[0]-1,0,e.get(r[0]-1,0)),t.set(n[0]-1,n[1]-1,e.get(r[0]-1,r[1]-1))},S.update=function(t){t=t||{},this.objectOffset=t.objectOffset||this.objectOffset,this.dirty=!0,\"contourWidth\"in t&&(this.contourWidth=R(t.contourWidth,Number)),\"showContour\"in t&&(this.showContour=R(t.showContour,Boolean)),\"showSurface\"in t&&(this.showSurface=!!t.showSurface),\"contourTint\"in t&&(this.contourTint=R(t.contourTint,Boolean)),\"contourColor\"in t&&(this.contourColor=B(t.contourColor)),\"contourProject\"in t&&(this.contourProject=R(t.contourProject,(function(t){return R(t,Boolean)}))),\"surfaceProject\"in t&&(this.surfaceProject=t.surfaceProject),\"dynamicColor\"in t&&(this.dynamicColor=B(t.dynamicColor)),\"dynamicTint\"in t&&(this.dynamicTint=R(t.dynamicTint,Number)),\"dynamicWidth\"in t&&(this.dynamicWidth=R(t.dynamicWidth,Number)),\"opacity\"in t&&(this.opacity=t.opacity),\"opacityscale\"in t&&(this.opacityscale=t.opacityscale),\"colorBounds\"in t&&(this.colorBounds=t.colorBounds),\"vertexColor\"in t&&(this.vertexColor=t.vertexColor?1:0),\"colormap\"in t&&this._colorMap.setPixels(this.genColormap(t.colormap,this.opacityscale));var e=t.field||t.coords&&t.coords[2]||null,r=!1;if(e||(e=this._field[2].shape[0]||this._field[2].shape[2]?this._field[2].lo(1,1).hi(this._field[2].shape[0]-2,this._field[2].shape[1]-2):this._field[2].hi(0,0)),\"field\"in t||\"coords\"in t){var a=(e.shape[0]+2)*(e.shape[1]+2);a>this._field[2].data.length&&(s.freeFloat(this._field[2].data),this._field[2].data=s.mallocFloat(n.nextPow2(a))),this._field[2]=h(this._field[2].data,[e.shape[0]+2,e.shape[1]+2]),this.padField(this._field[2],e),this.shape=e.shape.slice();for(var i=this.shape,o=0;o<2;++o)this._field[2].size>this._field[o].data.length&&(s.freeFloat(this._field[o].data),this._field[o].data=s.mallocFloat(this._field[2].size)),this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2]);if(t.coords){var l=t.coords;if(!Array.isArray(l)||3!==l.length)throw new Error(\"gl-surface: invalid coordinates for x/y\");for(o=0;o<2;++o){var c=l[o];for(v=0;v<2;++v)if(c.shape[v]!==i[v])throw new Error(\"gl-surface: coords have incorrect shape\");this.padField(this._field[o],c)}}else if(t.ticks){var u=t.ticks;if(!Array.isArray(u)||2!==u.length)throw new Error(\"gl-surface: invalid ticks\");for(o=0;o<2;++o){var p=u[o];if((Array.isArray(p)||p.length)&&(p=h(p)),p.shape[0]!==i[o])throw new Error(\"gl-surface: invalid tick length\");var d=h(p.data,i);d.stride[o]=p.stride[0],d.stride[1^o]=0,this.padField(this._field[o],d)}}else{for(o=0;o<2;++o){var g=[0,0];g[o]=1,this._field[o]=h(this._field[o].data,[i[0]+2,i[1]+2],g,0)}this._field[0].set(0,0,0);for(var v=0;v<i[0];++v)this._field[0].set(v+1,0,v);for(this._field[0].set(i[0]+1,0,i[0]-1),this._field[1].set(0,0,0),v=0;v<i[1];++v)this._field[1].set(0,v+1,v);this._field[1].set(0,i[1]+1,i[1]-1)}var y=this._field,x=h(s.mallocFloat(3*y[2].size*2),[3,i[0]+2,i[1]+2,2]);for(o=0;o<3;++o)m(x.pick(o),y[o],\"mirror\");var b=h(s.mallocFloat(3*y[2].size),[i[0]+2,i[1]+2,3]);for(o=0;o<i[0]+2;++o)for(v=0;v<i[1]+2;++v){var _=x.get(0,o,v,0),w=x.get(0,o,v,1),k=x.get(1,o,v,0),M=x.get(1,o,v,1),A=x.get(2,o,v,0),S=x.get(2,o,v,1),E=k*S-M*A,C=A*w-S*_,L=_*M-w*k,P=Math.sqrt(E*E+C*C+L*L);P<1e-8?(P=Math.max(Math.abs(E),Math.abs(C),Math.abs(L)))<1e-8?(L=1,C=E=0,P=1):P=1/P:P=1/Math.sqrt(P),b.set(o,v,0,E*P),b.set(o,v,1,C*P),b.set(o,v,2,L*P)}s.free(x.data);var I=[1/0,1/0,1/0],z=[-1/0,-1/0,-1/0],O=1/0,D=-1/0,F=(i[0]-1)*(i[1]-1)*6,N=s.mallocFloat(n.nextPow2(10*F)),j=0,U=0;for(o=0;o<i[0]-1;++o)t:for(v=0;v<i[1]-1;++v){for(var V=0;V<2;++V)for(var q=0;q<2;++q)for(var H=0;H<3;++H){var G=this._field[H].get(1+o+V,1+v+q);if(isNaN(G)||!isFinite(G))continue t}for(H=0;H<6;++H){var Y=o+T[H][0],W=v+T[H][1],Z=this._field[0].get(Y+1,W+1),X=this._field[1].get(Y+1,W+1);G=this._field[2].get(Y+1,W+1),E=b.get(Y+1,W+1,0),C=b.get(Y+1,W+1,1),L=b.get(Y+1,W+1,2),t.intensity&&(J=t.intensity.get(Y,W));var J=t.intensity?t.intensity.get(Y,W):G+this.objectOffset[2];N[j++]=Y,N[j++]=W,N[j++]=Z,N[j++]=X,N[j++]=G,N[j++]=0,N[j++]=J,N[j++]=E,N[j++]=C,N[j++]=L,I[0]=Math.min(I[0],Z+this.objectOffset[0]),I[1]=Math.min(I[1],X+this.objectOffset[1]),I[2]=Math.min(I[2],G+this.objectOffset[2]),O=Math.min(O,J),z[0]=Math.max(z[0],Z+this.objectOffset[0]),z[1]=Math.max(z[1],X+this.objectOffset[1]),z[2]=Math.max(z[2],G+this.objectOffset[2]),D=Math.max(D,J),U+=1}}for(t.intensityBounds&&(O=+t.intensityBounds[0],D=+t.intensityBounds[1]),o=6;o<j;o+=10)N[o]=(N[o]-O)/(D-O);this._vertexCount=U,this._coordinateBuffer.update(N.subarray(0,j)),s.freeFloat(N),s.free(b.data),this.bounds=[I,z],this.intensity=t.intensity||this._field[2],this.intensityBounds[0]===O&&this.intensityBounds[1]===D||(r=!0),this.intensityBounds=[O,D]}if(\"levels\"in t){var K=t.levels;for(K=Array.isArray(K[0])?K.slice():[[],[],K],o=0;o<3;++o)K[o]=K[o].slice(),K[o].sort((function(t,e){return t-e}));for(o=0;o<3;++o)for(v=0;v<K[o].length;++v)K[o][v]-=this.objectOffset[o];t:for(o=0;o<3;++o){if(K[o].length!==this.contourLevels[o].length){r=!0;break}for(v=0;v<K[o].length;++v)if(K[o][v]!==this.contourLevels[o][v]){r=!0;break t}}this.contourLevels=K}if(r){y=this._field,i=this.shape;for(var Q=[],$=0;$<3;++$){var tt=this.contourLevels[$],et=[],rt=[],nt=[0,0,0];for(o=0;o<tt.length;++o){var at=f(this._field[$],tt[o]);et.push(Q.length/5|0),U=0;t:for(v=0;v<at.cells.length;++v){var it=at.cells[v];for(H=0;H<2;++H){var ot=at.positions[it[H]],st=ot[0],lt=0|Math.floor(st),ct=st-lt,ut=ot[1],ht=0|Math.floor(ut),ft=ut-ht,pt=!1;e:for(var dt=0;dt<3;++dt){nt[dt]=0;var gt=($+dt+1)%3;for(V=0;V<2;++V){var mt=V?ct:1-ct;for(Y=0|Math.min(Math.max(lt+V,0),i[0]),q=0;q<2;++q){var vt=q?ft:1-ft;if(W=0|Math.min(Math.max(ht+q,0),i[1]),G=dt<2?this._field[gt].get(Y,W):(this.intensity.get(Y,W)-this.intensityBounds[0])/(this.intensityBounds[1]-this.intensityBounds[0]),!isFinite(G)||isNaN(G)){pt=!0;break e}var yt=mt*vt;nt[dt]+=yt*G}}}if(pt){if(H>0){for(var xt=0;xt<5;++xt)Q.pop();U-=1}continue t}Q.push(nt[0],nt[1],ot[0],ot[1],nt[2]),U+=1}}rt.push(U)}this._contourOffsets[$]=et,this._contourCounts[$]=rt}var bt=s.mallocFloat(Q.length);for(o=0;o<Q.length;++o)bt[o]=Q[o];this._contourBuffer.update(bt),s.freeFloat(bt)}},S.dispose=function(){this._shader.dispose(),this._vao.dispose(),this._coordinateBuffer.dispose(),this._colorMap.dispose(),this._contourBuffer.dispose(),this._contourVAO.dispose(),this._contourShader.dispose(),this._contourPickShader.dispose(),this._dynamicBuffer.dispose(),this._dynamicVAO.dispose();for(var t=0;t<3;++t)s.freeFloat(this._field[t].data)},S.highlight=function(t){var e,r;if(!t)return this._dynamicCounts=[0,0,0],this.dyanamicLevel=[NaN,NaN,NaN],void(this.highlightLevel=[-1,-1,-1]);for(e=0;e<3;++e)this.enableHighlight[e]?this.highlightLevel[e]=t.level[e]:this.highlightLevel[e]=-1;for(r=this.snapToData?t.dataCoordinate:t.position,e=0;e<3;++e)r[e]-=this.objectOffset[e];if(this.enableDynamic[0]&&r[0]!==this.dynamicLevel[0]||this.enableDynamic[1]&&r[1]!==this.dynamicLevel[1]||this.enableDynamic[2]&&r[2]!==this.dynamicLevel[2]){for(var n=0,a=this.shape,i=s.mallocFloat(12*a[0]*a[1]),o=0;o<3;++o)if(this.enableDynamic[o]){this.dynamicLevel[o]=r[o];var l=(o+1)%3,c=(o+2)%3,u=this._field[o],h=this._field[l],p=this._field[c],d=f(u,r[o]),g=d.cells,m=d.positions;for(this._dynamicOffsets[o]=n,e=0;e<g.length;++e)for(var v=g[e],y=0;y<2;++y){var x=m[v[y]],b=+x[0],_=0|b,w=0|Math.min(_+1,a[0]),T=b-_,k=1-T,M=+x[1],A=0|M,S=0|Math.min(A+1,a[1]),E=M-A,C=1-E,L=k*C,P=k*E,I=T*C,z=T*E,O=L*h.get(_,A)+P*h.get(_,S)+I*h.get(w,A)+z*h.get(w,S),D=L*p.get(_,A)+P*p.get(_,S)+I*p.get(w,A)+z*p.get(w,S);if(isNaN(O)||isNaN(D)){y&&(n-=1);break}i[2*n+0]=O,i[2*n+1]=D,n+=1}this._dynamicCounts[o]=n-this._dynamicOffsets[o]}else this.dynamicLevel[o]=NaN,this._dynamicCounts[o]=0;this._dynamicBuffer.update(i.subarray(0,2*n)),s.freeFloat(i)}}},{\"./lib/shaders\":324,\"binary-search-bounds\":96,\"bit-twiddle\":97,colormap:131,\"gl-buffer\":258,\"gl-mat4/invert\":278,\"gl-mat4/multiply\":280,\"gl-texture2d\":327,\"gl-vao\":332,ndarray:469,\"ndarray-gradient\":462,\"ndarray-ops\":464,\"ndarray-pack\":465,\"surface-nets\":542,\"typedarray-pool\":567}],326:[function(t,e,r){\"use strict\";var n=t(\"css-font\"),a=t(\"pick-by-alias\"),i=t(\"regl\"),o=t(\"gl-util/context\"),s=t(\"es6-weak-map\"),l=t(\"color-normalize\"),c=t(\"font-atlas\"),u=t(\"typedarray-pool\"),h=t(\"parse-rect\"),f=t(\"is-plain-obj\"),p=t(\"parse-unit\"),d=t(\"to-px\"),g=t(\"detect-kerning\"),m=t(\"object-assign\"),v=t(\"font-measure\"),y=t(\"flatten-vertex-data\"),x=t(\"bit-twiddle\").nextPow2,b=new s,_=!1;if(document.body){var w=document.body.appendChild(document.createElement(\"div\"));w.style.font=\"italic small-caps bold condensed 16px/2 cursive\",getComputedStyle(w).fontStretch&&(_=!0),document.body.removeChild(w)}var T=function(t){!function(t){return\"function\"==typeof t&&t._gl&&t.prop&&t.texture&&t.buffer}(t)?this.gl=o(t):(t={regl:t},this.gl=t.regl._gl),this.shader=b.get(this.gl),this.shader?this.regl=this.shader.regl:this.regl=t.regl||i({gl:this.gl}),this.charBuffer=this.regl.buffer({type:\"uint8\",usage:\"stream\"}),this.sizeBuffer=this.regl.buffer({type:\"float\",usage:\"stream\"}),this.shader||(this.shader=this.createShader(),b.set(this.gl,this.shader)),this.batch=[],this.fontSize=[],this.font=[],this.fontAtlas=[],this.draw=this.shader.draw.bind(this),this.render=function(){this.regl._refresh(),this.draw(this.batch)},this.canvas=this.gl.canvas,this.update(f(t)?t:{})};T.prototype.createShader=function(){var t=this.regl,e=t({blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},stencil:{enable:!1},depth:{enable:!1},count:t.prop(\"count\"),offset:t.prop(\"offset\"),attributes:{charOffset:{offset:4,stride:8,buffer:t.this(\"sizeBuffer\")},width:{offset:0,stride:8,buffer:t.this(\"sizeBuffer\")},char:t.this(\"charBuffer\"),position:t.this(\"position\")},uniforms:{atlasSize:function(t,e){return[e.atlas.width,e.atlas.height]},atlasDim:function(t,e){return[e.atlas.cols,e.atlas.rows]},atlas:function(t,e){return e.atlas.texture},charStep:function(t,e){return e.atlas.step},em:function(t,e){return e.atlas.em},color:t.prop(\"color\"),opacity:t.prop(\"opacity\"),viewport:t.this(\"viewportArray\"),scale:t.this(\"scale\"),align:t.prop(\"align\"),baseline:t.prop(\"baseline\"),translate:t.this(\"translate\"),positionOffset:t.prop(\"positionOffset\")},primitive:\"points\",viewport:t.this(\"viewport\"),vert:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tattribute float width, charOffset, char;\\n\\t\\t\\tattribute vec2 position;\\n\\t\\t\\tuniform float fontSize, charStep, em, align, baseline;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tuniform vec4 color;\\n\\t\\t\\tuniform vec2 atlasSize, atlasDim, scale, translate, positionOffset;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\t\"+(T.normalViewport?\"\":\"vec2 positionOffset = vec2(positionOffset.x,- positionOffset.y);\")+\"\\n\\n\\t\\t\\t\\tvec2 offset = floor(em * (vec2(align + charOffset, baseline)\\n\\t\\t\\t\\t\\t+ positionOffset))\\n\\t\\t\\t\\t\\t/ (viewport.zw * scale.xy);\\n\\n\\t\\t\\t\\tvec2 position = (position + translate) * scale;\\n\\t\\t\\t\\tposition += offset * scale;\\n\\n\\t\\t\\t\\t\"+(T.normalViewport?\"position.y = 1. - position.y;\":\"\")+\"\\n\\n\\t\\t\\t\\tcharCoord = position * viewport.zw + viewport.xy;\\n\\n\\t\\t\\t\\tgl_Position = vec4(position * 2. - 1., 0, 1);\\n\\n\\t\\t\\t\\tgl_PointSize = charStep;\\n\\n\\t\\t\\t\\tcharId.x = mod(char, atlasDim.x);\\n\\t\\t\\t\\tcharId.y = floor(char / atlasDim.x);\\n\\n\\t\\t\\t\\tcharWidth = width * em;\\n\\n\\t\\t\\t\\tfontColor = color / 255.;\\n\\t\\t\\t}\",frag:\"\\n\\t\\t\\tprecision highp float;\\n\\t\\t\\tuniform sampler2D atlas;\\n\\t\\t\\tuniform float fontSize, charStep, opacity;\\n\\t\\t\\tuniform vec2 atlasSize;\\n\\t\\t\\tuniform vec4 viewport;\\n\\t\\t\\tvarying vec4 fontColor;\\n\\t\\t\\tvarying vec2 charCoord, charId;\\n\\t\\t\\tvarying float charWidth;\\n\\n\\t\\t\\tfloat lightness(vec4 color) {\\n\\t\\t\\t\\treturn color.r * 0.299 + color.g * 0.587 + color.b * 0.114;\\n\\t\\t\\t}\\n\\n\\t\\t\\tvoid main () {\\n\\t\\t\\t\\tvec2 uv = gl_FragCoord.xy - charCoord + charStep * .5;\\n\\t\\t\\t\\tfloat halfCharStep = floor(charStep * .5 + .5);\\n\\n\\t\\t\\t\\t// invert y and shift by 1px (FF expecially needs that)\\n\\t\\t\\t\\tuv.y = charStep - uv.y;\\n\\n\\t\\t\\t\\t// ignore points outside of character bounding box\\n\\t\\t\\t\\tfloat halfCharWidth = ceil(charWidth * .5);\\n\\t\\t\\t\\tif (floor(uv.x) > halfCharStep + halfCharWidth ||\\n\\t\\t\\t\\t\\tfloor(uv.x) < halfCharStep - halfCharWidth) return;\\n\\n\\t\\t\\t\\tuv += charId * charStep;\\n\\t\\t\\t\\tuv = uv / atlasSize;\\n\\n\\t\\t\\t\\tvec4 color = fontColor;\\n\\t\\t\\t\\tvec4 mask = texture2D(atlas, uv);\\n\\n\\t\\t\\t\\tfloat maskY = lightness(mask);\\n\\t\\t\\t\\t// float colorY = lightness(color);\\n\\t\\t\\t\\tcolor.a *= maskY;\\n\\t\\t\\t\\tcolor.a *= opacity;\\n\\n\\t\\t\\t\\t// color.a += .1;\\n\\n\\t\\t\\t\\t// antialiasing, see yiq color space y-channel formula\\n\\t\\t\\t\\t// color.rgb += (1. - color.rgb) * (1. - mask.rgb);\\n\\n\\t\\t\\t\\tgl_FragColor = color;\\n\\t\\t\\t}\"});return{regl:t,draw:e,atlas:{}}},T.prototype.update=function(t){var e=this;if(\"string\"==typeof t)t={text:t};else if(!t)return;null!=(t=a(t,{position:\"position positions coord coords coordinates\",font:\"font fontFace fontface typeface cssFont css-font family fontFamily\",fontSize:\"fontSize fontsize size font-size\",text:\"text texts chars characters value values symbols\",align:\"align alignment textAlign textbaseline\",baseline:\"baseline textBaseline textbaseline\",direction:\"dir direction textDirection\",color:\"color colour fill fill-color fillColor textColor textcolor\",kerning:\"kerning kern\",range:\"range dataBox\",viewport:\"vp viewport viewBox viewbox viewPort\",opacity:\"opacity alpha transparency visible visibility opaque\",offset:\"offset positionOffset padding shift indent indentation\"},!0)).opacity&&(Array.isArray(t.opacity)?this.opacity=t.opacity.map((function(t){return parseFloat(t)})):this.opacity=parseFloat(t.opacity)),null!=t.viewport&&(this.viewport=h(t.viewport),T.normalViewport&&(this.viewport.y=this.canvas.height-this.viewport.y-this.viewport.height),this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null==this.viewport&&(this.viewport={x:0,y:0,width:this.gl.drawingBufferWidth,height:this.gl.drawingBufferHeight},this.viewportArray=[this.viewport.x,this.viewport.y,this.viewport.width,this.viewport.height]),null!=t.kerning&&(this.kerning=t.kerning),null!=t.offset&&(\"number\"==typeof t.offset&&(t.offset=[t.offset,0]),this.positionOffset=y(t.offset)),t.direction&&(this.direction=t.direction),t.range&&(this.range=t.range,this.scale=[1/(t.range[2]-t.range[0]),1/(t.range[3]-t.range[1])],this.translate=[-t.range[0],-t.range[1]]),t.scale&&(this.scale=t.scale),t.translate&&(this.translate=t.translate),this.scale||(this.scale=[1/this.viewport.width,1/this.viewport.height]),this.translate||(this.translate=[0,0]),this.font.length||t.font||(t.font=T.baseFontSize+\"px sans-serif\");var r,i=!1,o=!1;if(t.font&&(Array.isArray(t.font)?t.font:[t.font]).forEach((function(t,r){if(\"string\"==typeof t)try{t=n.parse(t)}catch(e){t=n.parse(T.baseFontSize+\"px \"+t)}else t=n.parse(n.stringify(t));var a=n.stringify({size:T.baseFontSize,family:t.family,stretch:_?t.stretch:void 0,variant:t.variant,weight:t.weight,style:t.style}),s=p(t.size),l=Math.round(s[0]*d(s[1]));if(l!==e.fontSize[r]&&(o=!0,e.fontSize[r]=l),!(e.font[r]&&a==e.font[r].baseString||(i=!0,e.font[r]=T.fonts[a],e.font[r]))){var c=t.family.join(\", \"),u=[t.style];t.style!=t.variant&&u.push(t.variant),t.variant!=t.weight&&u.push(t.weight),_&&t.weight!=t.stretch&&u.push(t.stretch),e.font[r]={baseString:a,family:c,weight:t.weight,stretch:t.stretch,style:t.style,variant:t.variant,width:{},kerning:{},metrics:v(c,{origin:\"top\",fontSize:T.baseFontSize,fontStyle:u.join(\" \")})},T.fonts[a]=e.font[r]}})),(i||o)&&this.font.forEach((function(r,a){var i=n.stringify({size:e.fontSize[a],family:r.family,stretch:_?r.stretch:void 0,variant:r.variant,weight:r.weight,style:r.style});if(e.fontAtlas[a]=e.shader.atlas[i],!e.fontAtlas[a]){var o=r.metrics;e.shader.atlas[i]=e.fontAtlas[a]={fontString:i,step:2*Math.ceil(e.fontSize[a]*o.bottom*.5),em:e.fontSize[a],cols:0,rows:0,height:0,width:0,chars:[],ids:{},texture:e.regl.texture()}}null==t.text&&(t.text=e.text)})),\"string\"==typeof t.text&&t.position&&t.position.length>2){for(var s=Array(.5*t.position.length),f=0;f<s.length;f++)s[f]=t.text;t.text=s}if(null!=t.text||i){if(this.textOffsets=[0],Array.isArray(t.text)){this.count=t.text[0].length,this.counts=[this.count];for(var b=1;b<t.text.length;b++)this.textOffsets[b]=this.textOffsets[b-1]+t.text[b-1].length,this.count+=t.text[b].length,this.counts.push(t.text[b].length);this.text=t.text.join(\"\")}else this.text=t.text,this.count=this.text.length,this.counts=[this.count];r=[],this.font.forEach((function(t,n){T.atlasContext.font=t.baseString;for(var a=e.fontAtlas[n],i=0;i<e.text.length;i++){var o=e.text.charAt(i);if(null==a.ids[o]&&(a.ids[o]=a.chars.length,a.chars.push(o),r.push(o)),null==t.width[o]&&(t.width[o]=T.atlasContext.measureText(o).width/T.baseFontSize,e.kerning)){var s=[];for(var l in t.width)s.push(l+o,o+l);m(t.kerning,g(t.family,{pairs:s}))}}}))}if(t.position)if(t.position.length>2){for(var w=!t.position[0].length,k=u.mallocFloat(2*this.count),M=0,A=0;M<this.counts.length;M++){var S=this.counts[M];if(w)for(var E=0;E<S;E++)k[A++]=t.position[2*M],k[A++]=t.position[2*M+1];else for(var C=0;C<S;C++)k[A++]=t.position[M][0],k[A++]=t.position[M][1]}this.position.call?this.position({type:\"float\",data:k}):this.position=this.regl.buffer({type:\"float\",data:k}),u.freeFloat(k)}else this.position.destroy&&this.position.destroy(),this.position={constant:t.position};if(t.text||i){var L=u.mallocUint8(this.count),P=u.mallocFloat(2*this.count);this.textWidth=[];for(var I=0,z=0;I<this.counts.length;I++){for(var O=this.counts[I],D=this.font[I]||this.font[0],R=this.fontAtlas[I]||this.fontAtlas[0],F=0;F<O;F++){var B=this.text.charAt(z),N=this.text.charAt(z-1);if(L[z]=R.ids[B],P[2*z]=D.width[B],F){var j=P[2*z-2],U=P[2*z],V=P[2*z-1]+.5*j+.5*U;if(this.kerning){var q=D.kerning[N+B];q&&(V+=.001*q)}P[2*z+1]=V}else P[2*z+1]=.5*P[2*z];z++}this.textWidth.push(P.length?.5*P[2*z-2]+P[2*z-1]:0)}t.align||(t.align=this.align),this.charBuffer({data:L,type:\"uint8\",usage:\"stream\"}),this.sizeBuffer({data:P,type:\"float\",usage:\"stream\"}),u.freeUint8(L),u.freeFloat(P),r.length&&this.font.forEach((function(t,r){var n=e.fontAtlas[r],a=n.step,i=Math.floor(T.maxAtlasSize/a),o=Math.min(i,n.chars.length),s=Math.ceil(n.chars.length/o),l=x(o*a),u=x(s*a);n.width=l,n.height=u,n.rows=s,n.cols=o,n.em&&n.texture({data:c({canvas:T.atlasCanvas,font:n.fontString,chars:n.chars,shape:[l,u],step:[a,a]})})}))}if(t.align&&(this.align=t.align,this.alignOffset=this.textWidth.map((function(t,r){var n=Array.isArray(e.align)?e.align.length>1?e.align[r]:e.align[0]:e.align;if(\"number\"==typeof n)return n;switch(n){case\"right\":case\"end\":return-t;case\"center\":case\"centre\":case\"middle\":return.5*-t}return 0}))),null==this.baseline&&null==t.baseline&&(t.baseline=0),null!=t.baseline&&(this.baseline=t.baseline,Array.isArray(this.baseline)||(this.baseline=[this.baseline]),this.baselineOffset=this.baseline.map((function(t,r){var n=(e.font[r]||e.font[0]).metrics,a=0;return a+=.5*n.bottom,a+=\"number\"==typeof t?t-n.baseline:-n[t],T.normalViewport||(a*=-1),a}))),null!=t.color)if(t.color||(t.color=\"transparent\"),\"string\"!=typeof t.color&&isNaN(t.color)){var H;if(\"number\"==typeof t.color[0]&&t.color.length>this.counts.length){var G=t.color.length;H=u.mallocUint8(G);for(var Y=(t.color.subarray||t.color.slice).bind(t.color),W=0;W<G;W+=4)H.set(l(Y(W,W+4),\"uint8\"),W)}else{var Z=t.color.length;H=u.mallocUint8(4*Z);for(var X=0;X<Z;X++)H.set(l(t.color[X]||0,\"uint8\"),4*X)}this.color=H}else this.color=l(t.color,\"uint8\");if(t.position||t.text||t.color||t.baseline||t.align||t.font||t.offset||t.opacity)if(this.color.length>4||this.baselineOffset.length>1||this.align&&this.align.length>1||this.fontAtlas.length>1||this.positionOffset.length>2){var J=Math.max(.5*this.position.length||0,.25*this.color.length||0,this.baselineOffset.length||0,this.alignOffset.length||0,this.font.length||0,this.opacity.length||0,.5*this.positionOffset.length||0);this.batch=Array(J);for(var K=0;K<this.batch.length;K++)this.batch[K]={count:this.counts.length>1?this.counts[K]:this.counts[0],offset:this.textOffsets.length>1?this.textOffsets[K]:this.textOffsets[0],color:this.color?this.color.length<=4?this.color:this.color.subarray(4*K,4*K+4):[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[K]:this.opacity,baseline:null!=this.baselineOffset[K]?this.baselineOffset[K]:this.baselineOffset[0],align:this.align?null!=this.alignOffset[K]?this.alignOffset[K]:this.alignOffset[0]:0,atlas:this.fontAtlas[K]||this.fontAtlas[0],positionOffset:this.positionOffset.length>2?this.positionOffset.subarray(2*K,2*K+2):this.positionOffset}}else this.count?this.batch=[{count:this.count,offset:0,color:this.color||[0,0,0,255],opacity:Array.isArray(this.opacity)?this.opacity[0]:this.opacity,baseline:this.baselineOffset[0],align:this.alignOffset?this.alignOffset[0]:0,atlas:this.fontAtlas[0],positionOffset:this.positionOffset}]:this.batch=[]},T.prototype.destroy=function(){},T.prototype.kerning=!0,T.prototype.position={constant:new Float32Array(2)},T.prototype.translate=null,T.prototype.scale=null,T.prototype.font=null,T.prototype.text=\"\",T.prototype.positionOffset=[0,0],T.prototype.opacity=1,T.prototype.color=new Uint8Array([0,0,0,255]),T.prototype.alignOffset=[0,0],T.normalViewport=!1,T.maxAtlasSize=1024,T.atlasCanvas=document.createElement(\"canvas\"),T.atlasContext=T.atlasCanvas.getContext(\"2d\",{alpha:!1}),T.baseFontSize=64,T.fonts={},e.exports=T},{\"bit-twiddle\":97,\"color-normalize\":125,\"css-font\":144,\"detect-kerning\":172,\"es6-weak-map\":233,\"flatten-vertex-data\":244,\"font-atlas\":245,\"font-measure\":246,\"gl-util/context\":328,\"is-plain-obj\":443,\"object-assign\":473,\"parse-rect\":478,\"parse-unit\":480,\"pick-by-alias\":485,regl:512,\"to-px\":550,\"typedarray-pool\":567}],327:[function(t,e,r){\"use strict\";var n=t(\"ndarray\"),a=t(\"ndarray-ops\"),i=t(\"typedarray-pool\");e.exports=function(t){if(arguments.length<=1)throw new Error(\"gl-texture2d: Missing arguments for texture2d constructor\");o||c(t);if(\"number\"==typeof arguments[1])return v(t,arguments[1],arguments[2],arguments[3]||t.RGBA,arguments[4]||t.UNSIGNED_BYTE);if(Array.isArray(arguments[1]))return v(t,0|arguments[1][0],0|arguments[1][1],arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(\"object\"==typeof arguments[1]){var e=arguments[1],r=u(e)?e:e.raw;if(r)return y(t,r,0|e.width,0|e.height,arguments[2]||t.RGBA,arguments[3]||t.UNSIGNED_BYTE);if(e.shape&&e.data&&e.stride)return x(t,e)}throw new Error(\"gl-texture2d: Invalid arguments for texture2d constructor\")};var o=null,s=null,l=null;function c(t){o=[t.LINEAR,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_NEAREST],s=[t.NEAREST,t.LINEAR,t.NEAREST_MIPMAP_NEAREST,t.NEAREST_MIPMAP_LINEAR,t.LINEAR_MIPMAP_NEAREST,t.LINEAR_MIPMAP_LINEAR],l=[t.REPEAT,t.CLAMP_TO_EDGE,t.MIRRORED_REPEAT]}function u(t){return\"undefined\"!=typeof HTMLCanvasElement&&t instanceof HTMLCanvasElement||\"undefined\"!=typeof HTMLImageElement&&t instanceof HTMLImageElement||\"undefined\"!=typeof HTMLVideoElement&&t instanceof HTMLVideoElement||\"undefined\"!=typeof ImageData&&t instanceof ImageData}var h=function(t,e){a.muls(t,e,255)};function f(t,e,r){var n=t.gl,a=n.getParameter(n.MAX_TEXTURE_SIZE);if(e<0||e>a||r<0||r>a)throw new Error(\"gl-texture2d: Invalid texture size\");return t._shape=[e,r],t.bind(),n.texImage2D(n.TEXTURE_2D,0,t.format,e,r,0,t.format,t.type,null),t._mipLevels=[0],t}function p(t,e,r,n,a,i){this.gl=t,this.handle=e,this.format=a,this.type=i,this._shape=[r,n],this._mipLevels=[0],this._magFilter=t.NEAREST,this._minFilter=t.NEAREST,this._wrapS=t.CLAMP_TO_EDGE,this._wrapT=t.CLAMP_TO_EDGE,this._anisoSamples=1;var o=this,s=[this._wrapS,this._wrapT];Object.defineProperties(s,[{get:function(){return o._wrapS},set:function(t){return o.wrapS=t}},{get:function(){return o._wrapT},set:function(t){return o.wrapT=t}}]),this._wrapVector=s;var l=[this._shape[0],this._shape[1]];Object.defineProperties(l,[{get:function(){return o._shape[0]},set:function(t){return o.width=t}},{get:function(){return o._shape[1]},set:function(t){return o.height=t}}]),this._shapeVector=l}var d=p.prototype;function g(t,e){return 3===t.length?1===e[2]&&e[1]===t[0]*t[2]&&e[0]===t[2]:1===e[0]&&e[1]===t[0]}function m(t){var e=t.createTexture();return t.bindTexture(t.TEXTURE_2D,e),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MIN_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_MAG_FILTER,t.NEAREST),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_S,t.CLAMP_TO_EDGE),t.texParameteri(t.TEXTURE_2D,t.TEXTURE_WRAP_T,t.CLAMP_TO_EDGE),e}function v(t,e,r,n,a){var i=t.getParameter(t.MAX_TEXTURE_SIZE);if(e<0||e>i||r<0||r>i)throw new Error(\"gl-texture2d: Invalid texture shape\");if(a===t.FLOAT&&!t.getExtension(\"OES_texture_float\"))throw new Error(\"gl-texture2d: Floating point textures not supported on this platform\");var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,n,e,r,0,n,a,null),new p(t,o,e,r,n,a)}function y(t,e,r,n,a,i){var o=m(t);return t.texImage2D(t.TEXTURE_2D,0,a,a,i,e),new p(t,o,r,n,a,i)}function x(t,e){var r=e.dtype,o=e.shape.slice(),s=t.getParameter(t.MAX_TEXTURE_SIZE);if(o[0]<0||o[0]>s||o[1]<0||o[1]>s)throw new Error(\"gl-texture2d: Invalid texture size\");var l=g(o,e.stride.slice()),c=0;\"float32\"===r?c=t.FLOAT:\"float64\"===r?(c=t.FLOAT,l=!1,r=\"float32\"):\"uint8\"===r?c=t.UNSIGNED_BYTE:(c=t.UNSIGNED_BYTE,l=!1,r=\"uint8\");var u,f,d=0;if(2===o.length)d=t.LUMINANCE,o=[o[0],o[1],1],e=n(e.data,o,[e.stride[0],e.stride[1],1],e.offset);else{if(3!==o.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===o[2])d=t.ALPHA;else if(2===o[2])d=t.LUMINANCE_ALPHA;else if(3===o[2])d=t.RGB;else{if(4!==o[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");d=t.RGBA}}c!==t.FLOAT||t.getExtension(\"OES_texture_float\")||(c=t.UNSIGNED_BYTE,l=!1);var v=e.size;if(l)u=0===e.offset&&e.data.length===v?e.data:e.data.subarray(e.offset,e.offset+v);else{var y=[o[2],o[2]*o[0],1];f=i.malloc(v,r);var x=n(f,o,y,0);\"float32\"!==r&&\"float64\"!==r||c!==t.UNSIGNED_BYTE?a.assign(x,e):h(x,e),u=f.subarray(0,v)}var b=m(t);return t.texImage2D(t.TEXTURE_2D,0,d,o[0],o[1],0,d,c,u),l||i.free(f),new p(t,b,o[0],o[1],d,c)}Object.defineProperties(d,{minFilter:{get:function(){return this._minFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,t),this._minFilter=t}},magFilter:{get:function(){return this._magFilter},set:function(t){this.bind();var e=this.gl;if(this.type===e.FLOAT&&o.indexOf(t)>=0&&(e.getExtension(\"OES_texture_float_linear\")||(t=e.NEAREST)),s.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown filter mode \"+t);return e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,t),this._magFilter=t}},mipSamples:{get:function(){return this._anisoSamples},set:function(t){var e=this._anisoSamples;if(this._anisoSamples=0|Math.max(t,1),e!==this._anisoSamples){var r=this.gl.getExtension(\"EXT_texture_filter_anisotropic\");r&&this.gl.texParameterf(this.gl.TEXTURE_2D,r.TEXTURE_MAX_ANISOTROPY_EXT,this._anisoSamples)}return this._anisoSamples}},wrapS:{get:function(){return this._wrapS},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_S,t),this._wrapS=t}},wrapT:{get:function(){return this._wrapT},set:function(t){if(this.bind(),l.indexOf(t)<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);return this.gl.texParameteri(this.gl.TEXTURE_2D,this.gl.TEXTURE_WRAP_T,t),this._wrapT=t}},wrap:{get:function(){return this._wrapVector},set:function(t){if(Array.isArray(t)||(t=[t,t]),2!==t.length)throw new Error(\"gl-texture2d: Must specify wrap mode for rows and columns\");for(var e=0;e<2;++e)if(l.indexOf(t[e])<0)throw new Error(\"gl-texture2d: Unknown wrap mode \"+t);this._wrapS=t[0],this._wrapT=t[1];var r=this.gl;return this.bind(),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_S,this._wrapS),r.texParameteri(r.TEXTURE_2D,r.TEXTURE_WRAP_T,this._wrapT),t}},shape:{get:function(){return this._shapeVector},set:function(t){if(Array.isArray(t)){if(2!==t.length)throw new Error(\"gl-texture2d: Invalid texture shape\")}else t=[0|t,0|t];return f(this,0|t[0],0|t[1]),[0|t[0],0|t[1]]}},width:{get:function(){return this._shape[0]},set:function(t){return f(this,t|=0,this._shape[1]),t}},height:{get:function(){return this._shape[1]},set:function(t){return t|=0,f(this,this._shape[0],t),t}}}),d.bind=function(t){var e=this.gl;return void 0!==t&&e.activeTexture(e.TEXTURE0+(0|t)),e.bindTexture(e.TEXTURE_2D,this.handle),void 0!==t?0|t:e.getParameter(e.ACTIVE_TEXTURE)-e.TEXTURE0},d.dispose=function(){this.gl.deleteTexture(this.handle)},d.generateMipmap=function(){this.bind(),this.gl.generateMipmap(this.gl.TEXTURE_2D);for(var t=Math.min(this._shape[0],this._shape[1]),e=0;t>0;++e,t>>>=1)this._mipLevels.indexOf(e)<0&&this._mipLevels.push(e)},d.setPixels=function(t,e,r,o){var s=this.gl;this.bind(),Array.isArray(e)?(o=r,r=0|e[1],e=0|e[0]):(e=e||0,r=r||0),o=o||0;var l=u(t)?t:t.raw;if(l){this._mipLevels.indexOf(o)<0?(s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,this.type,l),this._mipLevels.push(o)):s.texSubImage2D(s.TEXTURE_2D,o,e,r,this.format,this.type,l)}else{if(!(t.shape&&t.stride&&t.data))throw new Error(\"gl-texture2d: Unsupported data type\");if(t.shape.length<2||e+t.shape[1]>this._shape[1]>>>o||r+t.shape[0]>this._shape[0]>>>o||e<0||r<0)throw new Error(\"gl-texture2d: Texture dimensions are out of bounds\");!function(t,e,r,o,s,l,c,u){var f=u.dtype,p=u.shape.slice();if(p.length<2||p.length>3)throw new Error(\"gl-texture2d: Invalid ndarray, must be 2d or 3d\");var d=0,m=0,v=g(p,u.stride.slice());\"float32\"===f?d=t.FLOAT:\"float64\"===f?(d=t.FLOAT,v=!1,f=\"float32\"):\"uint8\"===f?d=t.UNSIGNED_BYTE:(d=t.UNSIGNED_BYTE,v=!1,f=\"uint8\");if(2===p.length)m=t.LUMINANCE,p=[p[0],p[1],1],u=n(u.data,p,[u.stride[0],u.stride[1],1],u.offset);else{if(3!==p.length)throw new Error(\"gl-texture2d: Invalid shape for texture\");if(1===p[2])m=t.ALPHA;else if(2===p[2])m=t.LUMINANCE_ALPHA;else if(3===p[2])m=t.RGB;else{if(4!==p[2])throw new Error(\"gl-texture2d: Invalid shape for pixel coords\");m=t.RGBA}p[2]}m!==t.LUMINANCE&&m!==t.ALPHA||s!==t.LUMINANCE&&s!==t.ALPHA||(m=s);if(m!==s)throw new Error(\"gl-texture2d: Incompatible texture format for setPixels\");var 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n;try{n=s(r,i)}catch(e){t=e}e(t,n)}))},e.exports.types=Object.keys(i)}).call(this,t(\"buffer\").Buffer)},{\"./detector\":417,\"./types\":420,buffer:111,fs:109,path:481}],419:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){return r=r||0,t[\"readUInt\"+e+(n?\"BE\":\"LE\")].call(t,r)}},{}],420:[function(t,e,r){\"use strict\";var n={bmp:t(\"./types/bmp\"),cur:t(\"./types/cur\"),dds:t(\"./types/dds\"),gif:t(\"./types/gif\"),icns:t(\"./types/icns\"),ico:t(\"./types/ico\"),jpg:t(\"./types/jpg\"),png:t(\"./types/png\"),psd:t(\"./types/psd\"),svg:t(\"./types/svg\"),tiff:t(\"./types/tiff\"),webp:t(\"./types/webp\")};e.exports=n},{\"./types/bmp\":421,\"./types/cur\":422,\"./types/dds\":423,\"./types/gif\":424,\"./types/icns\":425,\"./types/ico\":426,\"./types/jpg\":427,\"./types/png\":428,\"./types/psd\":429,\"./types/svg\":430,\"./types/tiff\":431,\"./types/webp\":432}],421:[function(t,e,r){\"use strict\";e.exports={detect:function(t){return\"BM\"===t.toString(\"ascii\",0,2)},calculate:function(t){return{width:t.readUInt32LE(18),height:Math.abs(t.readInt32LE(22))}}}},{}],422:[function(t,e,r){\"use strict\";e.exports={detect:function(t){return 0===t.readUInt16LE(0)&&2===t.readUInt16LE(2)},calculate:t(\"./ico\").calculate}},{\"./ico\":426}],423:[function(t,e,r){\"use strict\";e.exports={detect:function(t){return 542327876===t.readUInt32LE(0)},calculate:function(t){return{height:t.readUInt32LE(12),width:t.readUInt32LE(16)}}}},{}],424:[function(t,e,r){\"use strict\";var n=/^GIF8[79]a/;e.exports={detect:function(t){var e=t.toString(\"ascii\",0,6);return n.test(e)},calculate:function(t){return{width:t.readUInt16LE(6),height:t.readUInt16LE(8)}}}},{}],425:[function(t,e,r){\"use strict\";var n={ICON:32,\"ICN#\":32,\"icm#\":16,icm4:16,icm8:16,\"ics#\":16,ics4:16,ics8:16,is32:16,s8mk:16,icp4:16,icl4:32,icl8:32,il32:32,l8mk:32,icp5:32,ic11:32,ich4:48,ich8:48,ih32:48,h8mk:48,icp6:64,ic12:32,it32:128,t8mk:128,ic07:128,ic08:256,ic13:256,ic09:512,ic14:512,ic10:1024};function a(t,e){var r=e+4;return[t.toString(\"ascii\",e,r),t.readUInt32BE(r)]}function i(t){var e=n[t];return{width:e,height:e,type:t}}e.exports={detect:function(t){return\"icns\"===t.toString(\"ascii\",0,4)},calculate:function(t){var e,r,n,o=t.length,s=8,l=t.readUInt32BE(4);if(r=i((e=a(t,s))[0]),(s+=e[1])===l)return r;for(n={width:r.width,height:r.height,images:[r]};s<l&&s<o;)r=i((e=a(t,s))[0]),s+=e[1],n.images.push(r);return n}}},{}],426:[function(t,e,r){\"use strict\";function n(t,e){var r=t.readUInt8(e);return 0===r?256:r}function a(t,e){var r=6+16*e;return{width:n(t,r),height:n(t,r+1)}}e.exports={detect:function(t){return 0===t.readUInt16LE(0)&&1===t.readUInt16LE(2)},calculate:function(t){var e,r=t.readUInt16LE(4),n=a(t,0);if(1===r)return n;for(n.images=[{width:n.width,height:n.height}],e=1;e<r;e+=1)n.images.push(a(t,e));return n}}},{}],427:[function(t,e,r){\"use strict\";var n=t(\"../readUInt\");function a(t){return\"45786966\"===t.toString(\"hex\",2,6)}function i(t,e){return{height:t.readUInt16BE(e),width:t.readUInt16BE(e+2)}}function o(t,e){var r=t.slice(2,e),a=r.toString(\"hex\",6,8),i=\"4d4d\"===a;if(i||\"4949\"===a)return function(t,e){for(var r,a,i=n(t,16,14,e),o=0;o<i;o++){if(a=(r=16+12*o)+12,r>t.length)return;var s=t.slice(r,a);if(274===n(s,16,0,e)){if(3!==n(s,16,2,e))return;if(1!==n(s,32,4,e))return;return n(s,16,8,e)}}}(r,i)}function s(t,e){if(e>t.length)throw new TypeError(\"Corrupt JPG, exceeded buffer limits\");if(255!==t[e])throw new TypeError(\"Invalid JPG, marker table corrupted\")}e.exports={detect:function(t){return\"ffd8\"===t.toString(\"hex\",0,2)},calculate:function(t){var e,r,n;for(t=t.slice(4);t.length;){if(r=t.readUInt16BE(0),a(t)&&(e=o(t,r)),s(t,r),192===(n=t[r+1])||193===n||194===n){var l=i(t,r+5);return e?{width:l.width,height:l.height,orientation:e}:l}t=t.slice(r+2)}throw new TypeError(\"Invalid JPG, no size found\")}}},{\"../readUInt\":419}],428:[function(t,e,r){\"use strict\";e.exports={detect:function(t){if(\"PNG\\r\\n\\x1a\\n\"===t.toString(\"ascii\",1,8)){var e=t.toString(\"ascii\",12,16);if(\"CgBI\"===e&&(e=t.toString(\"ascii\",28,32)),\"IHDR\"!==e)throw new TypeError(\"invalid png\");return!0}},calculate:function(t){return\"CgBI\"===t.toString(\"ascii\",12,16)?{width:t.readUInt32BE(32),height:t.readUInt32BE(36)}:{width:t.readUInt32BE(16),height:t.readUInt32BE(20)}}}},{}],429:[function(t,e,r){\"use strict\";e.exports={detect:function(t){return\"8BPS\"===t.toString(\"ascii\",0,4)},calculate:function(t){return{width:t.readUInt32BE(18),height:t.readUInt32BE(14)}}}},{}],430:[function(t,e,r){\"use strict\";var n=/<svg\\s([^>\"']|\"[^\"]*\"|'[^']*')*>/;var a={root:n,width:/\\swidth=(['\"])([^%]+?)\\1/,height:/\\sheight=(['\"])([^%]+?)\\1/,viewbox:/\\sviewBox=(['\"])(.+?)\\1/},i={cm:96/2.54,mm:96/2.54/10,m:96/2.54*100,pt:96/72,pc:96/72/12,em:16,ex:8};function o(t){var e=/([0-9.]+)([a-z]*)/.exec(t);if(e)return Math.round(parseFloat(e[1])*(i[e[2]]||1))}function s(t){var e=t.split(\" \");return{width:o(e[2]),height:o(e[3])}}e.exports={detect:function(t){return n.test(t)},calculate:function(t){var e=t.toString(\"utf8\").match(a.root);if(e){var r=function(t){var e=t.match(a.width),r=t.match(a.height),n=t.match(a.viewbox);return{width:e&&o(e[2]),height:r&&o(r[2]),viewbox:n&&s(n[2])}}(e[0]);if(r.width&&r.height)return function(t){return{width:t.width,height:t.height}}(r);if(r.viewbox)return function(t){var e=t.viewbox.width/t.viewbox.height;return t.width?{width:t.width,height:Math.floor(t.width/e)}:t.height?{width:Math.floor(t.height*e),height:t.height}:{width:t.viewbox.width,height:t.viewbox.height}}(r)}throw new TypeError(\"invalid svg\")}}},{}],431:[function(t,e,r){(function(r){\"use strict\";var n=t(\"fs\"),a=t(\"../readUInt\");function i(t,e){var r=a(t,16,8,e);return(a(t,16,10,e)<<16)+r}function o(t){if(t.length>24)return t.slice(12)}e.exports={detect:function(t){var e=t.toString(\"hex\",0,4);return\"49492a00\"===e||\"4d4d002a\"===e},calculate:function(t,e){if(!e)throw new TypeError(\"Tiff doesn't support buffer\");var s=\"BE\"===function(t){var e=t.toString(\"ascii\",0,2);return\"II\"===e?\"LE\":\"MM\"===e?\"BE\":void 0}(t),l=function(t,e){for(var r,n,s,l={};t&&t.length&&(r=a(t,16,0,e),n=a(t,16,2,e),s=a(t,32,4,e),0!==r);)1!==s||3!==n&&4!==n||(l[r]=i(t,e)),t=o(t);return l}(function(t,e,i){var o=a(t,32,4,i),s=1024,l=n.statSync(e).size;o+s>l&&(s=l-o-10);var c=r.alloc(s),u=n.openSync(e,\"r\");return n.readSync(u,c,0,s,o),c.slice(2)}(t,e,s),s),c=l[256],u=l[257];if(!c||!u)throw new TypeError(\"Invalid Tiff, missing tags\");return{width:c,height:u}}}}).call(this,t(\"buffer\").Buffer)},{\"../readUInt\":419,buffer:111,fs:109}],432:[function(t,e,r){\"use strict\";e.exports={detect:function(t){var e=\"RIFF\"===t.toString(\"ascii\",0,4),r=\"WEBP\"===t.toString(\"ascii\",8,12),n=\"VP8\"===t.toString(\"ascii\",12,15);return e&&r&&n},calculate:function(t){var e=t.toString(\"ascii\",12,16);if(t=t.slice(20,30),\"VP8X\"===e){var r=t[0];return!(!(0==(192&r))||!(0==(1&r)))&&function(t){return{width:1+t.readUIntLE(4,3),height:1+t.readUIntLE(7,3)}}(t)}if(\"VP8 \"===e&&47!==t[0])return function(t){return{width:16383&t.readInt16LE(6),height:16383&t.readInt16LE(8)}}(t);var n=t.toString(\"hex\",3,6);return\"VP8L\"===e&&\"9d012a\"!==n&&function(t){return{width:1+((63&t[2])<<8|t[1]),height:1+((15&t[4])<<10|t[3]<<2|(192&t[2])>>6)}}(t)}}},{}],433:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r=t.length;if(0===r)throw new Error(\"Must have at least d+1 points\");var a=t[0].length;if(r<=a)throw new Error(\"Must input at least d+1 points\");var o=t.slice(0,a+1),s=n.apply(void 0,o);if(0===s)throw new Error(\"Input not in general position\");for(var l=new Array(a+1),u=0;u<=a;++u)l[u]=u;s<0&&(l[0]=1,l[1]=0);var h=new i(l,new Array(a+1),!1),f=h.adjacent,p=new Array(a+2);for(u=0;u<=a;++u){for(var d=l.slice(),g=0;g<=a;++g)g===u&&(d[g]=-1);var m=d[0];d[0]=d[1],d[1]=m;var v=new i(d,new Array(a+1),!0);f[u]=v,p[u]=v}p[a+1]=h;for(u=0;u<=a;++u){d=f[u].vertices;var y=f[u].adjacent;for(g=0;g<=a;++g){var x=d[g];if(x<0)y[g]=h;else for(var b=0;b<=a;++b)f[b].vertices.indexOf(x)<0&&(y[g]=f[b])}}var _=new c(a,o,p),w=!!e;for(u=a+1;u<r;++u)_.insert(t[u],w);return _.boundary()};var n=t(\"robust-orientation\"),a=t(\"simplicial-complex\").compareCells;function i(t,e,r){this.vertices=t,this.adjacent=e,this.boundary=r,this.lastVisited=-1}function 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s=t.adjacent,l=0;l<=r;++l){var c=s[l];if(c.boundary&&!(c.lastVisited<=-n)){for(var u=c.vertices,h=0;h<=r;++h){var f=u[h];a[h]=f<0?e:i[f]}var p=this.orient();if(p>0)return c;c.lastVisited=-n,0===p&&o.push(c)}}}return null},u.walk=function(t,e){var r=this.vertices.length-1,n=this.dimension,a=this.vertices,i=this.tuple,o=e?this.interior.length*Math.random()|0:this.interior.length-1,s=this.interior[o];t:for(;!s.boundary;){for(var l=s.vertices,c=s.adjacent,u=0;u<=n;++u)i[u]=a[l[u]];s.lastVisited=r;for(u=0;u<=n;++u){var h=c[u];if(!(h.lastVisited>=r)){var f=i[u];i[u]=t;var p=this.orient();if(i[u]=f,p<0){s=h;continue t}h.boundary?h.lastVisited=-r:h.lastVisited=r}}return}return s},u.addPeaks=function(t,e){var r=this.vertices.length-1,n=this.dimension,a=this.vertices,l=this.tuple,c=this.interior,u=this.simplices,h=[e];e.lastVisited=r,e.vertices[e.vertices.indexOf(-1)]=r,e.boundary=!1,c.push(e);for(var f=[];h.length>0;){var p=(e=h.pop()).vertices,d=e.adjacent,g=p.indexOf(r);if(!(g<0))for(var m=0;m<=n;++m)if(m!==g){var v=d[m];if(v.boundary&&!(v.lastVisited>=r)){var y=v.vertices;if(v.lastVisited!==-r){for(var x=0,b=0;b<=n;++b)y[b]<0?(x=b,l[b]=t):l[b]=a[y[b]];if(this.orient()>0){y[x]=r,v.boundary=!1,c.push(v),h.push(v),v.lastVisited=r;continue}v.lastVisited=-r}var _=v.adjacent,w=p.slice(),T=d.slice(),k=new i(w,T,!0);u.push(k);var M=_.indexOf(e);if(!(M<0)){_[M]=k,T[g]=v,w[m]=-1,T[m]=e,d[m]=k,k.flip();for(b=0;b<=n;++b){var A=w[b];if(!(A<0||A===r)){for(var S=new Array(n-1),E=0,C=0;C<=n;++C){var L=w[C];L<0||C===b||(S[E++]=L)}f.push(new o(S,k,b))}}}}}}f.sort(s);for(m=0;m+1<f.length;m+=2){var P=f[m],I=f[m+1],z=P.index,O=I.index;z<0||O<0||(P.cell.adjacent[P.index]=I.cell,I.cell.adjacent[I.index]=P.cell)}},u.insert=function(t,e){var r=this.vertices;r.push(t);var n=this.walk(t,e);if(n){for(var a=this.dimension,i=this.tuple,o=0;o<=a;++o){var s=n.vertices[o];i[o]=s<0?t:r[s]}var l=this.orient(i);l<0||(0!==l||(n=this.handleBoundaryDegeneracy(n,t)))&&this.addPeaks(t,n)}},u.boundary=function(){for(var t=this.dimension,e=[],r=this.simplices,n=r.length,a=0;a<n;++a){var i=r[a];if(i.boundary){for(var o=new Array(t),s=i.vertices,l=0,c=0,u=0;u<=t;++u)s[u]>=0?o[l++]=s[u]:c=1&u;if(c===(1&t)){var h=o[0];o[0]=o[1],o[1]=h}e.push(o)}}return e}},{\"robust-orientation\":520,\"simplicial-complex\":530}],434:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\");function a(t,e,r,n,a){this.mid=t,this.left=e,this.right=r,this.leftPoints=n,this.rightPoints=a,this.count=(e?e.count:0)+(r?r.count:0)+n.length}e.exports=function(t){if(!t||0===t.length)return new v(null);return new v(m(t))};var i=a.prototype;function o(t,e){t.mid=e.mid,t.left=e.left,t.right=e.right,t.leftPoints=e.leftPoints,t.rightPoints=e.rightPoints,t.count=e.count}function s(t,e){var r=m(e);t.mid=r.mid,t.left=r.left,t.right=r.right,t.leftPoints=r.leftPoints,t.rightPoints=r.rightPoints,t.count=r.count}function l(t,e){var r=t.intervals([]);r.push(e),s(t,r)}function c(t,e){var r=t.intervals([]),n=r.indexOf(e);return n<0?0:(r.splice(n,1),s(t,r),1)}function u(t,e,r){for(var n=0;n<t.length&&t[n][0]<=e;++n){var a=r(t[n]);if(a)return a}}function h(t,e,r){for(var n=t.length-1;n>=0&&t[n][1]>=e;--n){var a=r(t[n]);if(a)return a}}function f(t,e){for(var r=0;r<t.length;++r){var n=e(t[r]);if(n)return n}}function p(t,e){return t-e}function d(t,e){var r=t[0]-e[0];return r||t[1]-e[1]}function g(t,e){var r=t[1]-e[1];return r||t[0]-e[0]}function m(t){if(0===t.length)return null;for(var e=[],r=0;r<t.length;++r)e.push(t[r][0],t[r][1]);e.sort(p);var n=e[e.length>>1],i=[],o=[],s=[];for(r=0;r<t.length;++r){var l=t[r];l[1]<n?i.push(l):n<l[0]?o.push(l):s.push(l)}var c=s,u=s.slice();return c.sort(d),u.sort(g),new a(n,m(i),m(o),c,u)}function v(t){this.root=t}i.intervals=function(t){return t.push.apply(t,this.leftPoints),this.left&&this.left.intervals(t),this.right&&this.right.intervals(t),t},i.insert=function(t){var e=this.count-this.leftPoints.length;if(this.count+=1,t[1]<this.mid)this.left?4*(this.left.count+1)>3*(e+1)?l(this,t):this.left.insert(t):this.left=m([t]);else if(t[0]>this.mid)this.right?4*(this.right.count+1)>3*(e+1)?l(this,t):this.right.insert(t):this.right=m([t]);else{var r=n.ge(this.leftPoints,t,d),a=n.ge(this.rightPoints,t,g);this.leftPoints.splice(r,0,t),this.rightPoints.splice(a,0,t)}},i.remove=function(t){var e=this.count-this.leftPoints;if(t[1]<this.mid)return this.left?4*(this.right?this.right.count:0)>3*(e-1)?c(this,t):2===(s=this.left.remove(t))?(this.left=null,this.count-=1,1):(1===s&&(this.count-=1),s):0;if(t[0]>this.mid)return this.right?4*(this.left?this.left.count:0)>3*(e-1)?c(this,t):2===(s=this.right.remove(t))?(this.right=null,this.count-=1,1):(1===s&&(this.count-=1),s):0;if(1===this.count)return this.leftPoints[0]===t?2:0;if(1===this.leftPoints.length&&this.leftPoints[0]===t){if(this.left&&this.right){for(var r=this,a=this.left;a.right;)r=a,a=a.right;if(r===this)a.right=this.right;else{var i=this.left,s=this.right;r.count-=a.count,r.right=a.left,a.left=i,a.right=s}o(this,a),this.count=(this.left?this.left.count:0)+(this.right?this.right.count:0)+this.leftPoints.length}else this.left?o(this,this.left):o(this,this.right);return 1}for(i=n.ge(this.leftPoints,t,d);i<this.leftPoints.length&&this.leftPoints[i][0]===t[0];++i)if(this.leftPoints[i]===t){this.count-=1,this.leftPoints.splice(i,1);for(s=n.ge(this.rightPoints,t,g);s<this.rightPoints.length&&this.rightPoints[s][1]===t[1];++s)if(this.rightPoints[s]===t)return this.rightPoints.splice(s,1),1}return 0},i.queryPoint=function(t,e){if(t<this.mid){if(this.left)if(r=this.left.queryPoint(t,e))return r;return u(this.leftPoints,t,e)}if(t>this.mid){var r;if(this.right)if(r=this.right.queryPoint(t,e))return r;return h(this.rightPoints,t,e)}return f(this.leftPoints,e)},i.queryInterval=function(t,e,r){var n;if(t<this.mid&&this.left&&(n=this.left.queryInterval(t,e,r)))return n;if(e>this.mid&&this.right&&(n=this.right.queryInterval(t,e,r)))return n;return e<this.mid?u(this.leftPoints,e,r):t>this.mid?h(this.rightPoints,t,r):f(this.leftPoints,r)};var y=v.prototype;y.insert=function(t){this.root?this.root.insert(t):this.root=new a(t[0],null,null,[t],[t])},y.remove=function(t){if(this.root){var e=this.root.remove(t);return 2===e&&(this.root=null),0!==e}return!1},y.queryPoint=function(t,e){if(this.root)return this.root.queryPoint(t,e)},y.queryInterval=function(t,e,r){if(t<=e&&this.root)return this.root.queryInterval(t,e,r)},Object.defineProperty(y,\"count\",{get:function(){return this.root?this.root.count:0}}),Object.defineProperty(y,\"intervals\",{get:function(){return this.root?this.root.intervals([]):[]}})},{\"binary-search-bounds\":435}],435:[function(t,e,r){arguments[4][243][0].apply(r,arguments)},{dup:243}],436:[function(t,e,r){\"use strict\";e.exports=function(t,e){e=e||new Array(t.length);for(var r=0;r<t.length;++r)e[t[r]]=r;return e}},{}],437:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=new Array(t),r=0;r<t;++r)e[r]=r;return e}},{}],438:[function(t,e,r){e.exports=!0},{}],439:[function(t,e,r){function n(t){return!!t.constructor&&\"function\"==typeof t.constructor.isBuffer&&t.constructor.isBuffer(t)}\n",
       "/*!\n",
       " * Determine if an object is a Buffer\n",
       " *\n",
       " * @author   Feross Aboukhadijeh <https://feross.org>\n",
       " * @license  MIT\n",
       " */\n",
       "e.exports=function(t){return null!=t&&(n(t)||function(t){return\"function\"==typeof t.readFloatLE&&\"function\"==typeof t.slice&&n(t.slice(0,0))}(t)||!!t._isBuffer)}},{}],440:[function(t,e,r){\"use strict\";e.exports=\"undefined\"!=typeof navigator&&(/MSIE/.test(navigator.userAgent)||/Trident\\//.test(navigator.appVersion))},{}],441:[function(t,e,r){\"use strict\";e.exports=i,e.exports.isMobile=i,e.exports.default=i;var n=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino/i,a=/(android|bb\\d+|meego).+mobile|avantgo|bada\\/|blackberry|blazer|compal|elaine|fennec|hiptop|iemobile|ip(hone|od)|iris|kindle|lge |maemo|midp|mmp|mobile.+firefox|netfront|opera m(ob|in)i|palm( os)?|phone|p(ixi|re)\\/|plucker|pocket|psp|series[46]0|symbian|treo|up\\.(browser|link)|vodafone|wap|windows (ce|phone)|xda|xiino|android|ipad|playbook|silk/i;function i(t){t||(t={});var e=t.ua;if(e||\"undefined\"==typeof navigator||(e=navigator.userAgent),e&&e.headers&&\"string\"==typeof e.headers[\"user-agent\"]&&(e=e.headers[\"user-agent\"]),\"string\"!=typeof e)return!1;var r=t.tablet?a.test(e):n.test(e);return!r&&t.tablet&&t.featureDetect&&navigator&&navigator.maxTouchPoints>1&&-1!==e.indexOf(\"Macintosh\")&&-1!==e.indexOf(\"Safari\")&&(r=!0),r}},{}],442:[function(t,e,r){\"use strict\";e.exports=function(t){var e=typeof t;return null!==t&&(\"object\"===e||\"function\"===e)}},{}],443:[function(t,e,r){\"use strict\";var n=Object.prototype.toString;e.exports=function(t){var e;return\"[object Object]\"===n.call(t)&&(null===(e=Object.getPrototypeOf(t))||e===Object.getPrototypeOf({}))}},{}],444:[function(t,e,r){\"use strict\";e.exports=function(t){for(var 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n(t,e,r,n){this.cx=3*t,this.bx=3*(r-t)-this.cx,this.ax=1-this.cx-this.bx,this.cy=3*e,this.by=3*(n-e)-this.cy,this.ay=1-this.cy-this.by,this.p1x=t,this.p1y=n,this.p2x=r,this.p2y=n}n.prototype.sampleCurveX=function(t){return((this.ax*t+this.bx)*t+this.cx)*t},n.prototype.sampleCurveY=function(t){return((this.ay*t+this.by)*t+this.cy)*t},n.prototype.sampleCurveDerivativeX=function(t){return(3*this.ax*t+2*this.bx)*t+this.cx},n.prototype.solveCurveX=function(t,e){var r,n,a,i,o;for(void 0===e&&(e=1e-6),a=t,o=0;o<8;o++){if(i=this.sampleCurveX(a)-t,Math.abs(i)<e)return a;var s=this.sampleCurveDerivativeX(a);if(Math.abs(s)<1e-6)break;a-=i/s}if((a=t)<(r=0))return r;if(a>(n=1))return n;for(;r<n;){if(i=this.sampleCurveX(a),Math.abs(i-t)<e)return a;t>i?r=a:n=a,a=.5*(n-r)+r}return a},n.prototype.solve=function(t,e){return this.sampleCurveY(this.solveCurveX(t,e))};var a=i;function i(t,e){this.x=t,this.y=e}function o(t,e,n,a){var i=new r(t,e,n,a);return function(t){return 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Math.atan2(this.y-t.y,this.x-t.x)},angleWith:function(t){return this.angleWithSep(t.x,t.y)},angleWithSep:function(t,e){return Math.atan2(this.x*e-this.y*t,this.x*t+this.y*e)},_matMult:function(t){var e=t[2]*this.x+t[3]*this.y;return this.x=t[0]*this.x+t[1]*this.y,this.y=e,this},_add:function(t){return this.x+=t.x,this.y+=t.y,this},_sub:function(t){return this.x-=t.x,this.y-=t.y,this},_mult:function(t){return this.x*=t,this.y*=t,this},_div:function(t){return this.x/=t,this.y/=t,this},_multByPoint:function(t){return this.x*=t.x,this.y*=t.y,this},_divByPoint:function(t){return this.x/=t.x,this.y/=t.y,this},_unit:function(){return this._div(this.mag()),this},_perp:function(){var t=this.y;return this.y=this.x,this.x=-t,this},_rotate:function(t){var e=Math.cos(t),r=Math.sin(t),n=r*this.x+e*this.y;return this.x=e*this.x-r*this.y,this.y=n,this},_rotateAround:function(t,e){var r=Math.cos(t),n=Math.sin(t),a=e.y+n*(this.x-e.x)+r*(this.y-e.y);return 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r=e.parse(t[1],1,Dt);if(!r)return null;var n=[],a=null;e.expectedType&&\"value\"!==e.expectedType.kind&&(a=e.expectedType);for(var i=1;i<t.length;i+=2){var o=1===i?-1/0:t[i],s=t[i+1],l=i,c=i+1;if(\"number\"!=typeof o)return e.error('Input/output pairs for \"step\" expressions must be defined using literal numeric values (not computed expressions) for the input values.',l);if(n.length&&n[n.length-1][0]>=o)return e.error('Input/output pairs for \"step\" expressions must be arranged with input values in strictly ascending order.',l);var u=e.parse(s,c,a);if(!u)return null;a=a||u.type,n.push([o,u])}return new je(a,r,n)},je.prototype.evaluate=function(t){var e=this.labels,r=this.outputs;if(1===e.length)return r[0].evaluate(t);var n=this.input.evaluate(t);if(n<=e[0])return r[0].evaluate(t);var a=e.length;return n>=e[a-1]?r[a-1].evaluate(t):r[Ne(e,n)].evaluate(t)},je.prototype.eachChild=function(t){t(this.input);for(var 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e=Xe(t.r),r=Xe(t.g),n=Xe(t.b),a=Ye((.4124564*e+.3575761*r+.1804375*n)/.95047),i=Ye((.2126729*e+.7151522*r+.072175*n)/1);return{l:116*i-16,a:500*(a-i),b:200*(i-Ye((.0193339*e+.119192*r+.9503041*n)/1.08883)),alpha:t.a}}function Ke(t){var e=(t.l+16)/116,r=isNaN(t.a)?e:e+t.a/500,n=isNaN(t.b)?e:e-t.b/200;return e=1*We(e),r=.95047*We(r),n=1.08883*We(n),new Kt(Ze(3.2404542*r-1.5371385*e-.4985314*n),Ze(-.969266*r+1.8760108*e+.041556*n),Ze(.0556434*r-.2040259*e+1.0572252*n),t.alpha)}function Qe(t,e,r){var n=e-t;return t+r*(n>180||n<-180?n-360*Math.round(n/360):n)}var $e={forward:Je,reverse:Ke,interpolate:function(t,e,r){return{l:Ue(t.l,e.l,r),a:Ue(t.a,e.a,r),b:Ue(t.b,e.b,r),alpha:Ue(t.alpha,e.alpha,r)}}},tr={forward:function(t){var e=Je(t),r=e.l,n=e.a,a=e.b,i=Math.atan2(a,n)*Ge;return{h:i<0?i+360:i,c:Math.sqrt(n*n+a*a),l:r,alpha:t.a}},reverse:function(t){var e=t.h*He,r=t.c;return Ke({l:t.l,a:Math.cos(e)*r,b:Math.sin(e)*r,alpha:t.alpha})},interpolate:function(t,e,r){return{h:Qe(t.h,e.h,r),c:Ue(t.c,e.c,r),l:Ue(t.l,e.l,r),alpha:Ue(t.alpha,e.alpha,r)}}},er=Object.freeze({__proto__:null,lab:$e,hcl:tr}),rr=function(t,e,r,n,a){this.type=t,this.operator=e,this.interpolation=r,this.input=n,this.labels=[],this.outputs=[];for(var i=0,o=a;i<o.length;i+=1){var s=o[i],l=s[1];this.labels.push(s[0]),this.outputs.push(l)}};function nr(t,e,r,n){var a=n-r,i=t-r;return 0===a?0:1===e?i/a:(Math.pow(e,i)-1)/(Math.pow(e,a)-1)}rr.interpolationFactor=function(t,e,n,a){var i=0;if(\"exponential\"===t.name)i=nr(e,t.base,n,a);else if(\"linear\"===t.name)i=nr(e,1,n,a);else if(\"cubic-bezier\"===t.name){var o=t.controlPoints;i=new r(o[0],o[1],o[2],o[3]).solve(nr(e,1,n,a))}return i},rr.parse=function(t,e){var r=t[0],n=t[1],a=t[2],i=t.slice(3);if(!Array.isArray(n)||0===n.length)return e.error(\"Expected an interpolation type expression.\",1);if(\"linear\"===n[0])n={name:\"linear\"};else if(\"exponential\"===n[0]){var o=n[1];if(\"number\"!=typeof o)return e.error(\"Exponential interpolation requires a numeric base.\",1,1);n={name:\"exponential\",base:o}}else{if(\"cubic-bezier\"!==n[0])return e.error(\"Unknown interpolation type \"+String(n[0]),1,0);var s=n.slice(1);if(4!==s.length||s.some((function(t){return\"number\"!=typeof t||t<0||t>1})))return e.error(\"Cubic bezier interpolation requires four numeric arguments with values between 0 and 1.\",1);n={name:\"cubic-bezier\",controlPoints:s}}if(t.length-1<4)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if((t.length-1)%2!=0)return e.error(\"Expected an even number of arguments.\");if(!(a=e.parse(a,2,Dt)))return null;var l=[],c=null;\"interpolate-hcl\"===r||\"interpolate-lab\"===r?c=Bt:e.expectedType&&\"value\"!==e.expectedType.kind&&(c=e.expectedType);for(var u=0;u<i.length;u+=2){var h=i[u],f=i[u+1],p=u+3,d=u+4;if(\"number\"!=typeof h)return e.error('Input/output pairs for 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i=Ne(e,n),o=rr.interpolationFactor(this.interpolation,n,e[i],e[i+1]),s=r[i].evaluate(t),l=r[i+1].evaluate(t);return\"interpolate\"===this.operator?Ve[this.type.kind.toLowerCase()](s,l,o):\"interpolate-hcl\"===this.operator?tr.reverse(tr.interpolate(tr.forward(s),tr.forward(l),o)):$e.reverse($e.interpolate($e.forward(s),$e.forward(l),o))},rr.prototype.eachChild=function(t){t(this.input);for(var e=0,r=this.outputs;e<r.length;e+=1)t(r[e])},rr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))},rr.prototype.serialize=function(){var t;t=\"linear\"===this.interpolation.name?[\"linear\"]:\"exponential\"===this.interpolation.name?1===this.interpolation.base?[\"linear\"]:[\"exponential\",this.interpolation.base]:[\"cubic-bezier\"].concat(this.interpolation.controlPoints);for(var e=[this.operator,t,this.input.serialize()],r=0;r<this.labels.length;r++)e.push(this.labels[r],this.outputs[r].serialize());return e};var ar=function(t,e){this.type=t,this.args=e};ar.parse=function(t,e){if(t.length<2)return e.error(\"Expectected at least one argument.\");var r=null,n=e.expectedType;n&&\"value\"!==n.kind&&(r=n);for(var a=[],i=0,o=t.slice(1);i<o.length;i+=1){var s=e.parse(o[i],1+a.length,r,void 0,{typeAnnotation:\"omit\"});if(!s)return null;r=r||s.type,a.push(s)}var l=n&&a.some((function(t){return Wt(n,t.type)}));return new ar(l?jt:r,a)},ar.prototype.evaluate=function(t){for(var e,r=null,n=0,a=0,i=this.args;a<i.length&&(n++,(r=i[a].evaluate(t))&&r instanceof ee&&!r.available&&(e||(e=r.name),r=null,n===this.args.length&&(r=e)),null===r);a+=1);return r},ar.prototype.eachChild=function(t){this.args.forEach(t)},ar.prototype.outputDefined=function(){return this.args.every((function(t){return t.outputDefined()}))},ar.prototype.serialize=function(){var t=[\"coalesce\"];return this.eachChild((function(e){t.push(e.serialize())})),t};var 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t.push(this.result.serialize()),t};var or=function(t,e,r){this.type=t,this.index=e,this.input=r};or.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,Dt),n=e.parse(t[2],2,Ht(e.expectedType||jt));return r&&n?new or(n.type.itemType,r,n):null},or.prototype.evaluate=function(t){var e=this.index.evaluate(t),r=this.input.evaluate(t);if(e<0)throw new se(\"Array index out of bounds: \"+e+\" < 0.\");if(e>=r.length)throw new se(\"Array index out of bounds: \"+e+\" > \"+(r.length-1)+\".\");if(e!==Math.floor(e))throw new se(\"Array index must be an integer, but found \"+e+\" instead.\");return r[e]},or.prototype.eachChild=function(t){t(this.index),t(this.input)},or.prototype.outputDefined=function(){return!1},or.prototype.serialize=function(){return[\"at\",this.index.serialize(),this.input.serialize()]};var sr=function(t,e){this.type=Ft,this.needle=t,this.haystack=e};sr.parse=function(t,e){if(3!==t.length)return e.error(\"Expected 2 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);return r&&n?Zt(r.type,[Ft,Rt,Dt,Ot,jt])?new sr(r,n):e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\"):null},sr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!r)return!1;if(!Xt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ae(e))+\" instead.\");if(!Xt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ae(r))+\" instead.\");return r.indexOf(e)>=0},sr.prototype.eachChild=function(t){t(this.needle),t(this.haystack)},sr.prototype.outputDefined=function(){return!0},sr.prototype.serialize=function(){return[\"in\",this.needle.serialize(),this.haystack.serialize()]};var lr=function(t,e,r){this.type=Dt,this.needle=t,this.haystack=e,this.fromIndex=r};lr.parse=function(t,e){if(t.length<=2||t.length>=5)return e.error(\"Expected 3 or 4 arguments, but found \"+(t.length-1)+\" instead.\");var r=e.parse(t[1],1,jt),n=e.parse(t[2],2,jt);if(!r||!n)return null;if(!Zt(r.type,[Ft,Rt,Dt,Ot,jt]))return e.error(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(r.type)+\" instead\");if(4===t.length){var a=e.parse(t[3],3,Dt);return a?new lr(r,n,a):null}return new lr(r,n)},lr.prototype.evaluate=function(t){var e=this.needle.evaluate(t),r=this.haystack.evaluate(t);if(!Xt(e,[\"boolean\",\"string\",\"number\",\"null\"]))throw new se(\"Expected first argument to be of type boolean, string, number or null, but found \"+Gt(ae(e))+\" instead.\");if(!Xt(r,[\"string\",\"array\"]))throw new se(\"Expected second argument to be of type array or string, but found \"+Gt(ae(r))+\" instead.\");if(this.fromIndex){var n=this.fromIndex.evaluate(t);return r.indexOf(e,n)}return r.indexOf(e)},lr.prototype.eachChild=function(t){t(this.needle),t(this.haystack),this.fromIndex&&t(this.fromIndex)},lr.prototype.outputDefined=function(){return!1},lr.prototype.serialize=function(){if(null!=this.fromIndex&&void 0!==this.fromIndex){var t=this.fromIndex.serialize();return[\"index-of\",this.needle.serialize(),this.haystack.serialize(),t]}return[\"index-of\",this.needle.serialize(),this.haystack.serialize()]};var cr=function(t,e,r,n,a,i){this.inputType=t,this.type=e,this.input=r,this.cases=n,this.outputs=a,this.otherwise=i};cr.parse=function(t,e){if(t.length<5)return e.error(\"Expected at least 4 arguments, but found only \"+(t.length-1)+\".\");if(t.length%2!=1)return e.error(\"Expected an even number of arguments.\");var r,n;e.expectedType&&\"value\"!==e.expectedType.kind&&(n=e.expectedType);for(var a={},i=[],o=2;o<t.length-1;o+=2){var s=t[o],l=t[o+1];Array.isArray(s)||(s=[s]);var c=e.concat(o);if(0===s.length)return c.error(\"Expected at least one branch label.\");for(var u=0,h=s;u<h.length;u+=1){var f=h[u];if(\"number\"!=typeof f&&\"string\"!=typeof f)return c.error(\"Branch labels must be numbers or strings.\");if(\"number\"==typeof f&&Math.abs(f)>Number.MAX_SAFE_INTEGER)return c.error(\"Branch labels must be integers no larger than \"+Number.MAX_SAFE_INTEGER+\".\");if(\"number\"==typeof f&&Math.floor(f)!==f)return c.error(\"Numeric branch labels must be integer values.\");if(r){if(c.checkSubtype(r,ae(f)))return null}else r=ae(f);if(void 0!==a[String(f)])return c.error(\"Branch labels must be unique.\");a[String(f)]=i.length}var p=e.parse(l,o,n);if(!p)return null;n=n||p.type,i.push(p)}var d=e.parse(t[1],1,jt);if(!d)return null;var g=e.parse(t[t.length-1],t.length-1,n);return g?\"value\"!==d.type.kind&&e.concat(1).checkSubtype(r,d.type)?null:new cr(r,n,d,a,i,g):null},cr.prototype.evaluate=function(t){var e=this.input.evaluate(t);return(ae(e)===this.inputType&&this.outputs[this.cases[e]]||this.otherwise).evaluate(t)},cr.prototype.eachChild=function(t){t(this.input),this.outputs.forEach(t),t(this.otherwise)},cr.prototype.outputDefined=function(){return this.outputs.every((function(t){return t.outputDefined()}))&&this.otherwise.outputDefined()},cr.prototype.serialize=function(){for(var t=this,e=[\"match\",this.input.serialize()],r=[],n={},a=0,i=Object.keys(this.cases).sort();a<i.length;a+=1){var o=i[a];void 0===(h=n[this.cases[o]])?(n[this.cases[o]]=r.length,r.push([this.cases[o],[o]])):r[h][1].push(o)}for(var s=function(e){return\"number\"===t.inputType.kind?Number(e):e},l=0,c=r;l<c.length;l+=1){var u=c[l],h=u[0],f=u[1];e.push(1===f.length?s(f[0]):f.map(s)),e.push(this.outputs[outputIndex$1].serialize())}return e.push(this.otherwise.serialize()),e};var ur=function(t,e,r){this.type=t,this.branches=e,this.otherwise=r};ur.parse=function(t,e){if(t.length<4)return e.error(\"Expected at least 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hr=function(t,e,r,n){this.type=t,this.input=e,this.beginIndex=r,this.endIndex=n};function fr(t,e){return\"==\"===t||\"!=\"===t?\"boolean\"===e.kind||\"string\"===e.kind||\"number\"===e.kind||\"null\"===e.kind||\"value\"===e.kind:\"string\"===e.kind||\"number\"===e.kind||\"value\"===e.kind}function pr(t,e,r,n){return 0===n.compare(e,r)}function dr(t,e,r){var n=\"==\"!==t&&\"!=\"!==t;return function(){function a(t,e,r){this.type=Ft,this.lhs=t,this.rhs=e,this.collator=r,this.hasUntypedArgument=\"value\"===t.type.kind||\"value\"===e.type.kind}return a.parse=function(t,e){if(3!==t.length&&4!==t.length)return e.error(\"Expected two or three arguments.\");var r=t[0],i=e.parse(t[1],1,jt);if(!i)return null;if(!fr(r,i.type))return e.concat(1).error('\"'+r+\"\\\" comparisons are not supported for type '\"+Gt(i.type)+\"'.\");var o=e.parse(t[2],2,jt);if(!o)return null;if(!fr(r,o.type))return e.concat(2).error('\"'+r+\"\\\" comparisons are not supported for type 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this._styleExpression.evaluateWithoutErrorHandling(t,e,r,n,a,i)},Gr.prototype.evaluate=function(t,e,r,n,a,i){return this._styleExpression.evaluate(t,e,r,n,a,i)},Gr.prototype.interpolationFactor=function(t,e,r){return this.interpolationType?rr.interpolationFactor(this.interpolationType,t,e,r):0};var Wr=function(t,e){this._parameters=t,this._specification=e,Ct(this,function t(e,r){var n,a,i,o=\"color\"===r.type,s=e.stops&&\"object\"==typeof e.stops[0][0],l=s||!(s||void 0!==e.property),c=e.type||(Ir(r)?\"exponential\":\"interval\");if(o&&((e=Ct({},e)).stops&&(e.stops=e.stops.map((function(t){return[t[0],Kt.parse(t[1])]}))),e.default=Kt.parse(e.default?e.default:r.default)),e.colorSpace&&\"rgb\"!==e.colorSpace&&!er[e.colorSpace])throw new Error(\"Unknown color space: \"+e.colorSpace);if(\"exponential\"===c)n=Nr;else if(\"interval\"===c)n=Br;else if(\"categorical\"===c){n=Fr,a=Object.create(null);for(var u=0,h=e.stops;u<h.length;u+=1){var f=h[u];a[f[0]]=f[1]}i=typeof 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s=o&&o.properties?o.properties[e.property]:void 0;return void 0===s?Rr(e.default,r.default):n(e,r,s,a,i)}}}(this._parameters,this._specification))};function Zr(t){var e=t.key,r=t.value,n=t.valueSpec||{},a=t.objectElementValidators||{},i=t.style,o=t.styleSpec,s=[],l=zr(r);if(\"object\"!==l)return[new St(e,r,\"object expected, \"+l+\" found\")];for(var c in r){var u=c.split(\".\")[0],h=n[u]||n[\"*\"],f=void 0;if(a[u])f=a[u];else if(n[u])f=bn;else if(a[\"*\"])f=a[\"*\"];else{if(!n[\"*\"]){s.push(new St(e,r[c],'unknown property \"'+c+'\"'));continue}f=bn}s=s.concat(f({key:(e?e+\".\":e)+c,value:r[c],valueSpec:h,style:i,styleSpec:o,object:r,objectKey:c},r))}for(var p in n)a[p]||n[p].required&&void 0===n[p].default&&void 0===r[p]&&s.push(new St(e,r,'missing required property \"'+p+'\"'));return s}function Xr(t){var e=t.value,r=t.valueSpec,n=t.style,a=t.styleSpec,i=t.key,o=t.arrayElementValidator||bn;if(\"array\"!==zr(e))return[new St(i,e,\"array expected, \"+zr(e)+\" found\")];if(r.length&&e.length!==r.length)return[new St(i,e,\"array length \"+r.length+\" expected, length \"+e.length+\" found\")];if(r[\"min-length\"]&&e.length<r[\"min-length\"])return[new St(i,e,\"array length at least \"+r[\"min-length\"]+\" expected, length \"+e.length+\" found\")];var s={type:r.value,values:r.values};a.$version<7&&(s.function=r.function),\"object\"===zr(r.value)&&(s=r.value);for(var l=[],c=0;c<e.length;c++)l=l.concat(o({array:e,arrayIndex:c,value:e[c],valueSpec:s,style:n,styleSpec:a,key:i+\"[\"+c+\"]\"}));return l}function Jr(t){var e=t.key,r=t.value,n=t.valueSpec,a=zr(r);return\"number\"===a&&r!=r&&(a=\"NaN\"),\"number\"!==a?[new St(e,r,\"number expected, \"+a+\" found\")]:\"minimum\"in n&&r<n.minimum?[new St(e,r,r+\" is less than the minimum value \"+n.minimum)]:\"maximum\"in n&&r>n.maximum?[new St(e,r,r+\" is greater than the maximum value \"+n.maximum)]:[]}function Kr(t){var e,r,n,a=t.valueSpec,i=Lt(t.value.type),o={},s=\"categorical\"!==i&&void 0===t.value.property,l=!s,c=\"array\"===zr(t.value.stops)&&\"array\"===zr(t.value.stops[0])&&\"object\"===zr(t.value.stops[0][0]),u=Zr({key:t.key,value:t.value,valueSpec:t.styleSpec.function,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{stops:function(t){if(\"identity\"===i)return[new St(t.key,t.value,'identity function may not have a \"stops\" property')];var e=[],r=t.value;return e=e.concat(Xr({key:t.key,value:r,valueSpec:t.valueSpec,style:t.style,styleSpec:t.styleSpec,arrayElementValidator:h})),\"array\"===zr(r)&&0===r.length&&e.push(new St(t.key,r,\"array must have at least one stop\")),e},default:function(t){return bn({key:t.key,value:t.value,valueSpec:a,style:t.style,styleSpec:t.styleSpec})}}});return\"identity\"===i&&s&&u.push(new St(t.key,t.value,'missing required property \"property\"')),\"identity\"===i||t.value.stops||u.push(new St(t.key,t.value,'missing required property \"stops\"')),\"exponential\"===i&&t.valueSpec.expression&&!Ir(t.valueSpec)&&u.push(new St(t.key,t.value,\"exponential functions not supported\")),t.styleSpec.$version>=8&&(l&&!Lr(t.valueSpec)?u.push(new St(t.key,t.value,\"property functions not supported\")):s&&!Pr(t.valueSpec)&&u.push(new St(t.key,t.value,\"zoom functions not supported\"))),\"categorical\"!==i&&!c||void 0!==t.value.property||u.push(new St(t.key,t.value,'\"property\" property is required')),u;function h(t){var e=[],i=t.value,s=t.key;if(\"array\"!==zr(i))return[new St(s,i,\"array expected, \"+zr(i)+\" found\")];if(2!==i.length)return[new St(s,i,\"array length 2 expected, length \"+i.length+\" found\")];if(c){if(\"object\"!==zr(i[0]))return[new St(s,i,\"object expected, \"+zr(i[0])+\" found\")];if(void 0===i[0].zoom)return[new St(s,i,\"object stop key must have zoom\")];if(void 0===i[0].value)return[new St(s,i,\"object stop key must have value\")];if(n&&n>Lt(i[0].zoom))return[new St(s,i[0].zoom,\"stop zoom values must appear in ascending order\")];Lt(i[0].zoom)!==n&&(n=Lt(i[0].zoom),r=void 0,o={}),e=e.concat(Zr({key:s+\"[0]\",value:i[0],valueSpec:{zoom:{}},style:t.style,styleSpec:t.styleSpec,objectElementValidators:{zoom:Jr,value:f}}))}else e=e.concat(f({key:s+\"[0]\",value:i[0],valueSpec:{},style:t.style,styleSpec:t.styleSpec},i));return Vr(Pt(i[1]))?e.concat([new St(s+\"[1]\",i[1],\"expressions are not allowed in function stops.\")]):e.concat(bn({key:s+\"[1]\",value:i[1],valueSpec:a,style:t.style,styleSpec:t.styleSpec}))}function f(t,n){var s=zr(t.value),l=Lt(t.value),c=null!==t.value?t.value:n;if(e){if(s!==e)return[new St(t.key,c,s+\" stop domain type must match previous stop domain type \"+e)]}else e=s;if(\"number\"!==s&&\"string\"!==s&&\"boolean\"!==s)return[new St(t.key,c,\"stop domain value must be a number, string, or boolean\")];if(\"number\"!==s&&\"categorical\"!==i){var u=\"number expected, \"+s+\" found\";return Lr(a)&&void 0===i&&(u+='\\nIf you intended to use a categorical function, specify `\"type\": \"categorical\"`.'),[new St(t.key,c,u)]}return\"categorical\"!==i||\"number\"!==s||isFinite(l)&&Math.floor(l)===l?\"categorical\"!==i&&\"number\"===s&&void 0!==r&&l<r?[new St(t.key,c,\"stop domain values must appear in ascending order\")]:(r=l,\"categorical\"===i&&l in o?[new St(t.key,c,\"stop domain values must be unique\")]:(o[l]=!0,[])):[new St(t.key,c,\"integer expected, found \"+l)]}}function Qr(t){var e=(\"property\"===t.expressionContext?Yr:qr)(Pt(t.value),t.valueSpec);if(\"error\"===e.result)return e.value.map((function(e){return new St(\"\"+t.key+e.key,t.value,e.message)}));var r=e.value.expression||e.value._styleExpression.expression;if(\"property\"===t.expressionContext&&\"text-font\"===t.propertyKey&&!r.outputDefined())return[new St(t.key,t.value,'Invalid data expression for \"'+t.propertyKey+'\". Output values must be contained as literals within the expression.')];if(\"property\"===t.expressionContext&&\"layout\"===t.propertyType&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with layout properties.')];if(\"filter\"===t.expressionContext&&!De(r))return[new St(t.key,t.value,'\"feature-state\" data expressions are not supported with filters.')];if(t.expressionContext&&0===t.expressionContext.indexOf(\"cluster\")){if(!Re(r,[\"zoom\",\"feature-state\"]))return[new St(t.key,t.value,'\"zoom\" and \"feature-state\" expressions are not supported with cluster properties.')];if(\"cluster-initial\"===t.expressionContext&&!Oe(r))return[new St(t.key,t.value,\"Feature data expressions are not supported with initial expression part of cluster properties.\")]}return[]}function $r(t){var e=t.key,r=t.value,n=t.valueSpec,a=[];return Array.isArray(n.values)?-1===n.values.indexOf(Lt(r))&&a.push(new St(e,r,\"expected one of [\"+n.values.join(\", \")+\"], \"+JSON.stringify(r)+\" found\")):-1===Object.keys(n.values).indexOf(Lt(r))&&a.push(new St(e,r,\"expected one of [\"+Object.keys(n.values).join(\", \")+\"], \"+JSON.stringify(r)+\" found\")),a}function tn(t){if(!0===t||!1===t)return!0;if(!Array.isArray(t)||0===t.length)return!1;switch(t[0]){case\"has\":return t.length>=2&&\"$id\"!==t[1]&&\"$type\"!==t[1];case\"in\":return t.length>=3&&(\"string\"!=typeof t[1]||Array.isArray(t[2]));case\"!in\":case\"!has\":case\"none\":return!1;case\"==\":case\"!=\":case\">\":case\">=\":case\"<\":case\"<=\":return 3!==t.length||Array.isArray(t[1])||Array.isArray(t[2]);case\"any\":case\"all\":for(var e=0,r=t.slice(1);e<r.length;e+=1){var n=r[e];if(!tn(n)&&\"boolean\"!=typeof n)return!1}return!0;default:return!0}}Wr.deserialize=function(t){return new Wr(t._parameters,t._specification)},Wr.serialize=function(t){return{_parameters:t._parameters,_specification:t._specification}};var en={type:\"boolean\",default:!1,transition:!1,\"property-type\":\"data-driven\",expression:{interpolated:!1,parameters:[\"zoom\",\"feature\"]}};function rn(t){if(null==t)return{filter:function(){return!0},needGeometry:!1};tn(t)||(t=an(t));var e=qr(t,en);if(\"error\"===e.result)throw new Error(e.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return{filter:function(t,r,n){return e.value.evaluate(t,r,{},n)},needGeometry:function t(e){if(!Array.isArray(e))return!1;if(\"within\"===e[0])return!0;for(var r=1;r<e.length;r++)if(t(e[r]))return!0;return!1}(t)}}function nn(t,e){return t<e?-1:t>e?1:0}function an(t){if(!t)return!0;var e,r=t[0];return t.length<=1?\"any\"!==r:\"==\"===r?on(t[1],t[2],\"==\"):\"!=\"===r?cn(on(t[1],t[2],\"==\")):\"<\"===r||\">\"===r||\"<=\"===r||\">=\"===r?on(t[1],t[2],r):\"any\"===r?(e=t.slice(1),[\"any\"].concat(e.map(an))):\"all\"===r?[\"all\"].concat(t.slice(1).map(an)):\"none\"===r?[\"all\"].concat(t.slice(1).map(an).map(cn)):\"in\"===r?sn(t[1],t.slice(2)):\"!in\"===r?cn(sn(t[1],t.slice(2))):\"has\"===r?ln(t[1]):\"!has\"===r?cn(ln(t[1])):\"within\"!==r||t}function on(t,e,r){switch(t){case\"$type\":return[\"filter-type-\"+r,e];case\"$id\":return[\"filter-id-\"+r,e];default:return[\"filter-\"+r,t,e]}}function sn(t,e){if(0===e.length)return!1;switch(t){case\"$type\":return[\"filter-type-in\",[\"literal\",e]];case\"$id\":return[\"filter-id-in\",[\"literal\",e]];default:return e.length>200&&!e.some((function(t){return typeof t!=typeof e[0]}))?[\"filter-in-large\",t,[\"literal\",e.sort(nn)]]:[\"filter-in-small\",t,[\"literal\",e]]}}function ln(t){switch(t){case\"$type\":return!0;case\"$id\":return[\"filter-has-id\"];default:return[\"filter-has\",t]}}function cn(t){return[\"!\",t]}function un(t){return tn(Pt(t.value))?Qr(Ct({},t,{expressionContext:\"filter\",valueSpec:{value:\"boolean\"}})):function t(e){var r=e.value,n=e.key;if(\"array\"!==zr(r))return[new St(n,r,\"array expected, \"+zr(r)+\" found\")];var a,i=e.styleSpec,o=[];if(r.length<1)return[new St(n,r,\"filter array must have at least 1 element\")];switch(o=o.concat($r({key:n+\"[0]\",value:r[0],valueSpec:i.filter_operator,style:e.style,styleSpec:e.styleSpec})),Lt(r[0])){case\"<\":case\"<=\":case\">\":case\">=\":r.length>=2&&\"$type\"===Lt(r[1])&&o.push(new St(n,r,'\"$type\" cannot be use with operator \"'+r[0]+'\"'));case\"==\":case\"!=\":3!==r.length&&o.push(new St(n,r,'filter array for operator \"'+r[0]+'\" must have 3 elements'));case\"in\":case\"!in\":r.length>=2&&\"string\"!==(a=zr(r[1]))&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"));for(var s=2;s<r.length;s++)a=zr(r[s]),\"$type\"===Lt(r[1])?o=o.concat($r({key:n+\"[\"+s+\"]\",value:r[s],valueSpec:i.geometry_type,style:e.style,styleSpec:e.styleSpec})):\"string\"!==a&&\"number\"!==a&&\"boolean\"!==a&&o.push(new St(n+\"[\"+s+\"]\",r[s],\"string, number, or boolean expected, \"+a+\" found\"));break;case\"any\":case\"all\":case\"none\":for(var l=1;l<r.length;l++)o=o.concat(t({key:n+\"[\"+l+\"]\",value:r[l],style:e.style,styleSpec:e.styleSpec}));break;case\"has\":case\"!has\":a=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"string\"!==a&&o.push(new St(n+\"[1]\",r[1],\"string expected, \"+a+\" found\"));break;case\"within\":a=zr(r[1]),2!==r.length?o.push(new St(n,r,'filter array for \"'+r[0]+'\" operator must have 2 elements')):\"object\"!==a&&o.push(new St(n+\"[1]\",r[1],\"object expected, \"+a+\" found\"))}return o}(t)}function hn(t,e){var r=t.key,n=t.style,a=t.styleSpec,i=t.value,o=t.objectKey,s=a[e+\"_\"+t.layerType];if(!s)return[];var l=o.match(/^(.*)-transition$/);if(\"paint\"===e&&l&&s[l[1]]&&s[l[1]].transition)return bn({key:r,value:i,valueSpec:a.transition,style:n,styleSpec:a});var c,u=t.valueSpec||s[o];if(!u)return[new St(r,i,'unknown property \"'+o+'\"')];if(\"string\"===zr(i)&&Lr(u)&&!u.tokens&&(c=/^{([^}]+)}$/.exec(i)))return[new St(r,i,'\"'+o+'\" does not support interpolation syntax\\nUse an identity property function instead: `{ \"type\": \"identity\", \"property\": '+JSON.stringify(c[1])+\" }`.\")];var h=[];return\"symbol\"===t.layerType&&(\"text-field\"===o&&n&&!n.glyphs&&h.push(new St(r,i,'use of \"text-field\" requires a style \"glyphs\" property')),\"text-font\"===o&&Or(Pt(i))&&\"identity\"===Lt(i.type)&&h.push(new St(r,i,'\"text-font\" does not support identity functions'))),h.concat(bn({key:t.key,value:i,valueSpec:u,style:n,styleSpec:a,expressionContext:\"property\",propertyType:e,propertyKey:o}))}function fn(t){return hn(t,\"paint\")}function pn(t){return hn(t,\"layout\")}function dn(t){var e=[],r=t.value,n=t.key,a=t.style,i=t.styleSpec;r.type||r.ref||e.push(new St(n,r,'either \"type\" or \"ref\" is required'));var o,s=Lt(r.type),l=Lt(r.ref);if(r.id)for(var c=Lt(r.id),u=0;u<t.arrayIndex;u++){var h=a.layers[u];Lt(h.id)===c&&e.push(new St(n,r.id,'duplicate layer id \"'+r.id+'\", previously used at line '+h.id.__line__))}if(\"ref\"in r)[\"type\",\"source\",\"source-layer\",\"filter\",\"layout\"].forEach((function(t){t in r&&e.push(new St(n,r[t],'\"'+t+'\" is prohibited for ref layers'))})),a.layers.forEach((function(t){Lt(t.id)===l&&(o=t)})),o?o.ref?e.push(new St(n,r.ref,\"ref cannot reference another ref layer\")):s=Lt(o.type):e.push(new St(n,r.ref,'ref layer \"'+l+'\" not found'));else if(\"background\"!==s)if(r.source){var f=a.sources&&a.sources[r.source],p=f&&Lt(f.type);f?\"vector\"===p&&\"raster\"===s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a raster source')):\"raster\"===p&&\"raster\"!==s?e.push(new St(n,r.source,'layer \"'+r.id+'\" requires a vector source')):\"vector\"!==p||r[\"source-layer\"]?\"raster-dem\"===p&&\"hillshade\"!==s?e.push(new St(n,r.source,\"raster-dem source can only be used with layer type 'hillshade'.\")):\"line\"!==s||!r.paint||!r.paint[\"line-gradient\"]||\"geojson\"===p&&f.lineMetrics||e.push(new St(n,r,'layer \"'+r.id+'\" specifies a line-gradient, which requires a GeoJSON source with `lineMetrics` enabled.')):e.push(new St(n,r,'layer \"'+r.id+'\" must specify a \"source-layer\"')):e.push(new St(n,r.source,'source \"'+r.source+'\" not found'))}else e.push(new St(n,r,'missing required property \"source\"'));return e=e.concat(Zr({key:n,value:r,valueSpec:i.layer,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(){return[]},type:function(){return bn({key:n+\".type\",value:r.type,valueSpec:i.layer.type,style:t.style,styleSpec:t.styleSpec,object:r,objectKey:\"type\"})},filter:un,layout:function(t){return Zr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return pn(Ct({layerType:s},t))}}})},paint:function(t){return Zr({layer:r,key:t.key,value:t.value,style:t.style,styleSpec:t.styleSpec,objectElementValidators:{\"*\":function(t){return fn(Ct({layerType:s},t))}}})}}}))}function gn(t){var e=t.value,r=t.key,n=zr(e);return\"string\"!==n?[new St(r,e,\"string expected, \"+n+\" found\")]:[]}var mn={promoteId:function(t){var e=t.key,r=t.value;if(\"string\"===zr(r))return gn({key:e,value:r});var n=[];for(var a in r)n.push.apply(n,gn({key:e+\".\"+a,value:r[a]}));return n}};function vn(t){var e=t.value,r=t.key,n=t.styleSpec,a=t.style;if(!e.type)return[new St(r,e,'\"type\" is required')];var i,o=Lt(e.type);switch(o){case\"vector\":case\"raster\":case\"raster-dem\":return Zr({key:r,value:e,valueSpec:n[\"source_\"+o.replace(\"-\",\"_\")],style:t.style,styleSpec:n,objectElementValidators:mn});case\"geojson\":if(i=Zr({key:r,value:e,valueSpec:n.source_geojson,style:a,styleSpec:n,objectElementValidators:mn}),e.cluster)for(var s in e.clusterProperties){var l=e.clusterProperties[s],c=l[0],u=\"string\"==typeof c?[c,[\"accumulated\"],[\"get\",s]]:c;i.push.apply(i,Qr({key:r+\".\"+s+\".map\",value:l[1],expressionContext:\"cluster-map\"})),i.push.apply(i,Qr({key:r+\".\"+s+\".reduce\",value:u,expressionContext:\"cluster-reduce\"}))}return i;case\"video\":return Zr({key:r,value:e,valueSpec:n.source_video,style:a,styleSpec:n});case\"image\":return Zr({key:r,value:e,valueSpec:n.source_image,style:a,styleSpec:n});case\"canvas\":return[new St(r,null,\"Please use runtime APIs to add canvas 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0===this.fadeDuration?1:Math.min((this.now-this.zoomHistory.lastIntegerZoomTime)/this.fadeDuration,1)},aa.prototype.getCrossfadeParameters=function(){var t=this.zoom,e=t-Math.floor(t),r=this.crossFadingFactor();return t>this.zoomHistory.lastIntegerZoom?{fromScale:2,toScale:1,t:e+(1-e)*r}:{fromScale:.5,toScale:1,t:1-(1-r)*e}};var ia=function(t,e){this.property=t,this.value=e,this.expression=function(t,e){if(Or(t))return new Wr(t,e);if(Vr(t)){var r=Yr(t,e);if(\"error\"===r.result)throw new Error(r.value.map((function(t){return t.key+\": \"+t.message})).join(\", \"));return r.value}var n=t;return\"string\"==typeof t&&\"color\"===e.type&&(n=Kt.parse(t)),{kind:\"constant\",evaluate:function(){return n}}}(void 0===e?t.specification.default:e,t.specification)};ia.prototype.isDataDriven=function(){return\"source\"===this.expression.kind||\"composite\"===this.expression.kind},ia.prototype.possiblyEvaluate=function(t,e,r){return this.property.possiblyEvaluate(this,t,e,r)};var oa=function(t){this.property=t,this.value=new ia(t,void 0)};oa.prototype.transitioned=function(t,e){return new la(this.property,this.value,e,u({},t.transition,this.transition),t.now)},oa.prototype.untransitioned=function(){return new la(this.property,this.value,null,{},0)};var sa=function(t){this._properties=t,this._values=Object.create(t.defaultTransitionablePropertyValues)};sa.prototype.getValue=function(t){return x(this._values[t].value.value)},sa.prototype.setValue=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oa(this._values[t].property)),this._values[t].value=new ia(this._values[t].property,null===e?void 0:x(e))},sa.prototype.getTransition=function(t){return x(this._values[t].transition)},sa.prototype.setTransition=function(t,e){this._values.hasOwnProperty(t)||(this._values[t]=new oa(this._values[t].property)),this._values[t].transition=x(e)||void 0},sa.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],a=this.getValue(n);void 0!==a&&(t[n]=a);var i=this.getTransition(n);void 0!==i&&(t[n+\"-transition\"]=i)}return t},sa.prototype.transitioned=function(t,e){for(var r=new ca(this._properties),n=0,a=Object.keys(this._values);n<a.length;n+=1){var i=a[n];r._values[i]=this._values[i].transitioned(t,e._values[i])}return r},sa.prototype.untransitioned=function(){for(var t=new ca(this._properties),e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e];t._values[n]=this._values[n].untransitioned()}return t};var la=function(t,e,r,n,a){this.property=t,this.value=e,this.begin=a+n.delay||0,this.end=this.begin+n.duration||0,t.specification.transition&&(n.delay||n.duration)&&(this.prior=r)};la.prototype.possiblyEvaluate=function(t,e,r){var n=t.now||0,a=this.value.possiblyEvaluate(t,e,r),i=this.prior;if(i){if(n>this.end)return this.prior=null,a;if(this.value.isDataDriven())return this.prior=null,a;if(n<this.begin)return i.possiblyEvaluate(t,e,r);var o=(n-this.begin)/(this.end-this.begin);return this.property.interpolate(i.possiblyEvaluate(t,e,r),a,function(t){if(t<=0)return 0;if(t>=1)return 1;var e=t*t,r=e*t;return 4*(t<.5?r:3*(t-e)+r-.75)}(o))}return a};var ca=function(t){this._properties=t,this._values=Object.create(t.defaultTransitioningPropertyValues)};ca.prototype.possiblyEvaluate=function(t,e,r){for(var n=new fa(this._properties),a=0,i=Object.keys(this._values);a<i.length;a+=1){var o=i[a];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n},ca.prototype.hasTransition=function(){for(var t=0,e=Object.keys(this._values);t<e.length;t+=1)if(this._values[e[t]].prior)return!0;return!1};var ua=function(t){this._properties=t,this._values=Object.create(t.defaultPropertyValues)};ua.prototype.getValue=function(t){return x(this._values[t].value)},ua.prototype.setValue=function(t,e){this._values[t]=new ia(this._values[t].property,null===e?void 0:x(e))},ua.prototype.serialize=function(){for(var t={},e=0,r=Object.keys(this._values);e<r.length;e+=1){var n=r[e],a=this.getValue(n);void 0!==a&&(t[n]=a)}return t},ua.prototype.possiblyEvaluate=function(t,e,r){for(var n=new fa(this._properties),a=0,i=Object.keys(this._values);a<i.length;a+=1){var o=i[a];n._values[o]=this._values[o].possiblyEvaluate(t,e,r)}return n};var ha=function(t,e,r){this.property=t,this.value=e,this.parameters=r};ha.prototype.isConstant=function(){return\"constant\"===this.value.kind},ha.prototype.constantOr=function(t){return\"constant\"===this.value.kind?this.value.value:t},ha.prototype.evaluate=function(t,e,r,n){return this.property.evaluate(this.value,this.parameters,t,e,r,n)};var fa=function(t){this._properties=t,this._values=Object.create(t.defaultPossiblyEvaluatedValues)};fa.prototype.get=function(t){return this._values[t]};var pa=function(t){this.specification=t};pa.prototype.possiblyEvaluate=function(t,e){return t.expression.evaluate(e)},pa.prototype.interpolate=function(t,e,r){var n=Ve[this.specification.type];return n?n(t,e,r):t};var da=function(t,e){this.specification=t,this.overrides=e};da.prototype.possiblyEvaluate=function(t,e,r,n){return new ha(this,\"constant\"===t.expression.kind||\"camera\"===t.expression.kind?{kind:\"constant\",value:t.expression.evaluate(e,null,{},r,n)}:t.expression,e)},da.prototype.interpolate=function(t,e,r){if(\"constant\"!==t.value.kind||\"constant\"!==e.value.kind)return t;if(void 0===t.value.value||void 0===e.value.value)return new ha(this,{kind:\"constant\",value:void 0},t.parameters);var n=Ve[this.specification.type];return n?new ha(this,{kind:\"constant\",value:n(t.value.value,e.value.value,r)},t.parameters):t},da.prototype.evaluate=function(t,e,r,n,a,i){return\"constant\"===t.kind?t.value:t.evaluate(e,r,n,a,i)};var ga=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0===t.value)return new ha(this,{kind:\"constant\",value:void 0},e);if(\"constant\"===t.expression.kind){var a=t.expression.evaluate(e,null,{},r,n),i=\"resolvedImage\"===t.property.specification.type&&\"string\"!=typeof a?a.name:a,o=this._calculate(i,i,i,e);return new ha(this,{kind:\"constant\",value:o},e)}if(\"camera\"===t.expression.kind){var s=this._calculate(t.expression.evaluate({zoom:e.zoom-1}),t.expression.evaluate({zoom:e.zoom}),t.expression.evaluate({zoom:e.zoom+1}),e);return new ha(this,{kind:\"constant\",value:s},e)}return new ha(this,t.expression,e)},e.prototype.evaluate=function(t,e,r,n,a,i){if(\"source\"===t.kind){var o=t.evaluate(e,r,n,a,i);return this._calculate(o,o,o,e)}return\"composite\"===t.kind?this._calculate(t.evaluate({zoom:Math.floor(e.zoom)-1},r,n),t.evaluate({zoom:Math.floor(e.zoom)},r,n),t.evaluate({zoom:Math.floor(e.zoom)+1},r,n),e):t.value},e.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},e.prototype.interpolate=function(t){return t},e}(da),ma=function(t){this.specification=t};ma.prototype.possiblyEvaluate=function(t,e,r,n){if(void 0!==t.value){if(\"constant\"===t.expression.kind){var a=t.expression.evaluate(e,null,{},r,n);return this._calculate(a,a,a,e)}return this._calculate(t.expression.evaluate(new aa(Math.floor(e.zoom-1),e)),t.expression.evaluate(new aa(Math.floor(e.zoom),e)),t.expression.evaluate(new aa(Math.floor(e.zoom+1),e)),e)}},ma.prototype._calculate=function(t,e,r,n){return n.zoom>n.zoomHistory.lastIntegerZoom?{from:t,to:e}:{from:r,to:e}},ma.prototype.interpolate=function(t){return t};var va=function(t){this.specification=t};va.prototype.possiblyEvaluate=function(t,e,r,n){return!!t.expression.evaluate(e,null,{},r,n)},va.prototype.interpolate=function(){return!1};var ya=function(t){for(var e in this.properties=t,this.defaultPropertyValues={},this.defaultTransitionablePropertyValues={},this.defaultTransitioningPropertyValues={},this.defaultPossiblyEvaluatedValues={},this.overridableProperties=[],t){var r=t[e];r.specification.overridable&&this.overridableProperties.push(e);var n=this.defaultPropertyValues[e]=new ia(r,void 0),a=this.defaultTransitionablePropertyValues[e]=new oa(r);this.defaultTransitioningPropertyValues[e]=a.untransitioned(),this.defaultPossiblyEvaluatedValues[e]=n.possiblyEvaluate({})}};Dn(\"DataDrivenProperty\",da),Dn(\"DataConstantProperty\",pa),Dn(\"CrossFadedDataDrivenProperty\",ga),Dn(\"CrossFadedProperty\",ma),Dn(\"ColorRampProperty\",va);var xa=function(t){function e(e,r){if(t.call(this),this.id=e.id,this.type=e.type,this._featureFilter={filter:function(){return!0},needGeometry:!1},\"custom\"!==e.type&&(this.metadata=(e=e).metadata,this.minzoom=e.minzoom,this.maxzoom=e.maxzoom,\"background\"!==e.type&&(this.source=e.source,this.sourceLayer=e[\"source-layer\"],this.filter=e.filter),r.layout&&(this._unevaluatedLayout=new ua(r.layout)),r.paint)){for(var n in this._transitionablePaint=new sa(r.paint),e.paint)this.setPaintProperty(n,e.paint[n],{validate:!1});for(var a in e.layout)this.setLayoutProperty(a,e.layout[a],{validate:!1});this._transitioningPaint=this._transitionablePaint.untransitioned(),this.paint=new fa(r.paint)}}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getCrossfadeParameters=function(){return this._crossfadeParameters},e.prototype.getLayoutProperty=function(t){return\"visibility\"===t?this.visibility:this._unevaluatedLayout.getValue(t)},e.prototype.setLayoutProperty=function(t,e,r){void 0===r&&(r={}),null!=e&&this._validate(En,\"layers.\"+this.id+\".layout.\"+t,t,e,r)||(\"visibility\"!==t?this._unevaluatedLayout.setValue(t,e):this.visibility=e)},e.prototype.getPaintProperty=function(t){return m(t,\"-transition\")?this._transitionablePaint.getTransition(t.slice(0,-\"-transition\".length)):this._transitionablePaint.getValue(t)},e.prototype.setPaintProperty=function(t,e,r){if(void 0===r&&(r={}),null!=e&&this._validate(Sn,\"layers.\"+this.id+\".paint.\"+t,t,e,r))return!1;if(m(t,\"-transition\"))return this._transitionablePaint.setTransition(t.slice(0,-\"-transition\".length),e||void 0),!1;var n=this._transitionablePaint._values[t],a=\"cross-faded-data-driven\"===n.property.specification[\"property-type\"],i=n.value.isDataDriven(),o=n.value;this._transitionablePaint.setValue(t,e),this._handleSpecialPaintPropertyUpdate(t);var s=this._transitionablePaint._values[t].value;return s.isDataDriven()||i||a||this._handleOverridablePaintPropertyUpdate(t,o,s)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){},e.prototype._handleOverridablePaintPropertyUpdate=function(t,e,r){return!1},e.prototype.isHidden=function(t){return!!(this.minzoom&&t<this.minzoom)||!!(this.maxzoom&&t>=this.maxzoom)||\"none\"===this.visibility},e.prototype.updateTransitions=function(t){this._transitioningPaint=this._transitionablePaint.transitioned(t,this._transitioningPaint)},e.prototype.hasTransition=function(){return this._transitioningPaint.hasTransition()},e.prototype.recalculate=function(t,e){t.getCrossfadeParameters&&(this._crossfadeParameters=t.getCrossfadeParameters()),this._unevaluatedLayout&&(this.layout=this._unevaluatedLayout.possiblyEvaluate(t,void 0,e)),this.paint=this._transitioningPaint.possiblyEvaluate(t,void 0,e)},e.prototype.serialize=function(){var t={id:this.id,type:this.type,source:this.source,\"source-layer\":this.sourceLayer,metadata:this.metadata,minzoom:this.minzoom,maxzoom:this.maxzoom,filter:this.filter,layout:this._unevaluatedLayout&&this._unevaluatedLayout.serialize(),paint:this._transitionablePaint&&this._transitionablePaint.serialize()};return this.visibility&&(t.layout=t.layout||{},t.layout.visibility=this.visibility),y(t,(function(t,e){return!(void 0===t||\"layout\"===e&&!Object.keys(t).length||\"paint\"===e&&!Object.keys(t).length)}))},e.prototype._validate=function(t,e,r,n,a){return void 0===a&&(a={}),(!a||!1!==a.validate)&&Cn(this,t.call(Mn,{key:e,layerType:this.type,objectKey:r,value:n,styleSpec:At,style:{glyphs:!0,sprite:!0}}))},e.prototype.is3D=function(){return!1},e.prototype.isTileClipped=function(){return!1},e.prototype.hasOffscreenPass=function(){return!1},e.prototype.resize=function(){},e.prototype.isStateDependent=function(){for(var t in this.paint._values){var e=this.paint.get(t);if(e instanceof ha&&Lr(e.property.specification)&&(\"source\"===e.value.kind||\"composite\"===e.value.kind)&&e.value.isStateDependent)return!0}return!1},e}(Mt),ba={Int8:Int8Array,Uint8:Uint8Array,Int16:Int16Array,Uint16:Uint16Array,Int32:Int32Array,Uint32:Uint32Array,Float32:Float32Array},_a=function(t,e){this._structArray=t,this._pos1=e*this.size,this._pos2=this._pos1/2,this._pos4=this._pos1/4,this._pos8=this._pos1/8},wa=function(){this.isTransferred=!1,this.capacity=-1,this.resize(0)};function Ta(t,e){void 0===e&&(e=1);var r=0,n=0;return{members:t.map((function(t){var a=ba[t.type].BYTES_PER_ELEMENT,i=r=ka(r,Math.max(e,a)),o=t.components||1;return n=Math.max(n,a),r+=a*o,{name:t.name,type:t.type,components:o,offset:i}})),size:ka(r,Math.max(n,e)),alignment:e}}function ka(t,e){return Math.ceil(t/e)*e}wa.serialize=function(t,e){return t._trim(),e&&(t.isTransferred=!0,e.push(t.arrayBuffer)),{length:t.length,arrayBuffer:t.arrayBuffer}},wa.deserialize=function(t){var e=Object.create(this.prototype);return e.arrayBuffer=t.arrayBuffer,e.length=t.length,e.capacity=t.arrayBuffer.byteLength/e.bytesPerElement,e._refreshViews(),e},wa.prototype._trim=function(){this.length!==this.capacity&&(this.capacity=this.length,this.arrayBuffer=this.arrayBuffer.slice(0,this.length*this.bytesPerElement),this._refreshViews())},wa.prototype.clear=function(){this.length=0},wa.prototype.resize=function(t){this.reserve(t),this.length=t},wa.prototype.reserve=function(t){if(t>this.capacity){this.capacity=Math.max(t,Math.floor(5*this.capacity),128),this.arrayBuffer=new ArrayBuffer(this.capacity*this.bytesPerElement);var e=this.uint8;this._refreshViews(),e&&this.uint8.set(e)}},wa.prototype._refreshViews=function(){throw new Error(\"_refreshViews() must be implemented by each concrete StructArray layout\")};var Ma=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.int16[n+0]=e,this.int16[n+1]=r,t},e}(wa);Ma.prototype.bytesPerElement=4,Dn(\"StructArrayLayout2i4\",Ma);var Aa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,a){var i=4*t;return this.int16[i+0]=e,this.int16[i+1]=r,this.int16[i+2]=n,this.int16[i+3]=a,t},e}(wa);Aa.prototype.bytesPerElement=8,Dn(\"StructArrayLayout4i8\",Aa);var Sa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,a,i)},e.prototype.emplace=function(t,e,r,n,a,i,o){var s=6*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.int16[s+2]=n,this.int16[s+3]=a,this.int16[s+4]=i,this.int16[s+5]=o,t},e}(wa);Sa.prototype.bytesPerElement=12,Dn(\"StructArrayLayout2i4i12\",Sa);var Ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i){var o=this.length;return this.resize(o+1),this.emplace(o,t,e,r,n,a,i)},e.prototype.emplace=function(t,e,r,n,a,i,o){var s=4*t,l=8*t;return this.int16[s+0]=e,this.int16[s+1]=r,this.uint8[l+4]=n,this.uint8[l+5]=a,this.uint8[l+6]=i,this.uint8[l+7]=o,t},e}(wa);Ea.prototype.bytesPerElement=8,Dn(\"StructArrayLayout2i4ub8\",Ea);var Ca=function(t){function e(){t.apply(this,arguments)}return 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Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i,o,s,l,c,u,h){var f=this.length;return this.resize(f+1),this.emplace(f,t,e,r,n,a,i,o,s,l,c,u,h)},e.prototype.emplace=function(t,e,r,n,a,i,o,s,l,c,u,h,f){var p=12*t;return this.int16[p+0]=e,this.int16[p+1]=r,this.int16[p+2]=n,this.int16[p+3]=a,this.uint16[p+4]=i,this.uint16[p+5]=o,this.uint16[p+6]=s,this.uint16[p+7]=l,this.int16[p+8]=c,this.int16[p+9]=u,this.int16[p+10]=h,this.int16[p+11]=f,t},e}(wa);La.prototype.bytesPerElement=24,Dn(\"StructArrayLayout4i4ui4i24\",La);var Pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return 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this.int16[y+0]=e,this.int16[y+1]=r,this.uint16[y+2]=n,this.uint16[y+3]=a,this.uint32[x+2]=i,this.uint32[x+3]=o,this.uint32[x+4]=s,this.uint16[y+10]=l,this.uint16[y+11]=c,this.uint16[y+12]=u,this.float32[x+7]=h,this.float32[x+8]=f,this.uint8[b+36]=p,this.uint8[b+37]=d,this.uint8[b+38]=g,this.uint32[x+10]=m,this.int16[y+22]=v,t},e}(wa);Ba.prototype.bytesPerElement=48,Dn(\"StructArrayLayout2i2ui3ul3ui2f3ub1ul1i48\",Ba);var Na=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S){var E=this.length;return this.resize(E+1),this.emplace(E,t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S)},e.prototype.emplace=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g,m,v,y,x,b,_,w,T,k,M,A,S,E){var C=34*t,L=17*t;return this.int16[C+0]=e,this.int16[C+1]=r,this.int16[C+2]=n,this.int16[C+3]=a,this.int16[C+4]=i,this.int16[C+5]=o,this.int16[C+6]=s,this.int16[C+7]=l,this.uint16[C+8]=c,this.uint16[C+9]=u,this.uint16[C+10]=h,this.uint16[C+11]=f,this.uint16[C+12]=p,this.uint16[C+13]=d,this.uint16[C+14]=g,this.uint16[C+15]=m,this.uint16[C+16]=v,this.uint16[C+17]=y,this.uint16[C+18]=x,this.uint16[C+19]=b,this.uint16[C+20]=_,this.uint16[C+21]=w,this.uint16[C+22]=T,this.uint32[L+12]=k,this.float32[L+13]=M,this.float32[L+14]=A,this.float32[L+15]=S,this.float32[L+16]=E,t},e}(wa);Na.prototype.bytesPerElement=68,Dn(\"StructArrayLayout8i15ui1ul4f68\",Na);var ja=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.float32[1*t+0]=e,t},e}(wa);ja.prototype.bytesPerElement=4,Dn(\"StructArrayLayout1f4\",ja);var Ua=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.int16=new Int16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=3*t;return this.int16[a+0]=e,this.int16[a+1]=r,this.int16[a+2]=n,t},e}(wa);Ua.prototype.bytesPerElement=6,Dn(\"StructArrayLayout3i6\",Ua);var Va=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint32=new Uint32Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r){var n=this.length;return this.resize(n+1),this.emplace(n,t,e,r)},e.prototype.emplace=function(t,e,r,n){var a=4*t;return this.uint32[2*t+0]=e,this.uint16[a+2]=r,this.uint16[a+3]=n,t},e}(wa);Va.prototype.bytesPerElement=8,Dn(\"StructArrayLayout1ul2ui8\",Va);var qa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.uint16[n+0]=e,this.uint16[n+1]=r,t},e}(wa);qa.prototype.bytesPerElement=4,Dn(\"StructArrayLayout2ui4\",qa);var Ha=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.uint16=new Uint16Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t){var e=this.length;return this.resize(e+1),this.emplace(e,t)},e.prototype.emplace=function(t,e){return this.uint16[1*t+0]=e,t},e}(wa);Ha.prototype.bytesPerElement=2,Dn(\"StructArrayLayout1ui2\",Ha);var Ga=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e){var r=this.length;return this.resize(r+1),this.emplace(r,t,e)},e.prototype.emplace=function(t,e,r){var n=2*t;return this.float32[n+0]=e,this.float32[n+1]=r,t},e}(wa);Ga.prototype.bytesPerElement=8,Dn(\"StructArrayLayout2f8\",Ga);var Ya=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._refreshViews=function(){this.uint8=new Uint8Array(this.arrayBuffer),this.float32=new Float32Array(this.arrayBuffer)},e.prototype.emplaceBack=function(t,e,r,n){var a=this.length;return this.resize(a+1),this.emplace(a,t,e,r,n)},e.prototype.emplace=function(t,e,r,n,a){var i=4*t;return this.float32[i+0]=e,this.float32[i+1]=r,this.float32[i+2]=n,this.float32[i+3]=a,t},e}(wa);Ya.prototype.bytesPerElement=16,Dn(\"StructArrayLayout4f16\",Ya);var Wa=function(t){function 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this._structArray.uint16[this._pos2+8]},r.bucketIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.anchorPoint.get=function(){return new a(this.anchorPointX,this.anchorPointY)},Object.defineProperties(e.prototype,r),e}(_a);Wa.prototype.size=20;var Za=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.get=function(t){return new Wa(this,t)},e}(za);Dn(\"CollisionBoxArray\",Za);var Xa=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var 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this._structArray.uint32[this._pos4+3]},r.lineLength.get=function(){return this._structArray.uint32[this._pos4+4]},r.segment.get=function(){return this._structArray.uint16[this._pos2+10]},r.lowerSize.get=function(){return this._structArray.uint16[this._pos2+11]},r.upperSize.get=function(){return this._structArray.uint16[this._pos2+12]},r.lineOffsetX.get=function(){return this._structArray.float32[this._pos4+7]},r.lineOffsetY.get=function(){return this._structArray.float32[this._pos4+8]},r.writingMode.get=function(){return this._structArray.uint8[this._pos1+36]},r.placedOrientation.get=function(){return this._structArray.uint8[this._pos1+37]},r.placedOrientation.set=function(t){this._structArray.uint8[this._pos1+37]=t},r.hidden.get=function(){return this._structArray.uint8[this._pos1+38]},r.hidden.set=function(t){this._structArray.uint8[this._pos1+38]=t},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+10]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+10]=t},r.associatedIconIndex.get=function(){return this._structArray.int16[this._pos2+22]},Object.defineProperties(e.prototype,r),e}(_a);Xa.prototype.size=48;var Ja=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.get=function(t){return new Xa(this,t)},e}(Ba);Dn(\"PlacedSymbolArray\",Ja);var Ka=function(t){function e(){t.apply(this,arguments)}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={anchorX:{configurable:!0},anchorY:{configurable:!0},rightJustifiedTextSymbolIndex:{configurable:!0},centerJustifiedTextSymbolIndex:{configurable:!0},leftJustifiedTextSymbolIndex:{configurable:!0},verticalPlacedTextSymbolIndex:{configurable:!0},placedIconSymbolIndex:{configurable:!0},verticalPlacedIconSymbolIndex:{configurable:!0},key:{configurable:!0},textBoxStartIndex:{configurable:!0},textBoxEndIndex:{configurable:!0},verticalTextBoxStartIndex:{configurable:!0},verticalTextBoxEndIndex:{configurable:!0},iconBoxStartIndex:{configurable:!0},iconBoxEndIndex:{configurable:!0},verticalIconBoxStartIndex:{configurable:!0},verticalIconBoxEndIndex:{configurable:!0},featureIndex:{configurable:!0},numHorizontalGlyphVertices:{configurable:!0},numVerticalGlyphVertices:{configurable:!0},numIconVertices:{configurable:!0},numVerticalIconVertices:{configurable:!0},useRuntimeCollisionCircles:{configurable:!0},crossTileID:{configurable:!0},textBoxScale:{configurable:!0},textOffset0:{configurable:!0},textOffset1:{configurable:!0},collisionCircleDiameter:{configurable:!0}};return r.anchorX.get=function(){return this._structArray.int16[this._pos2+0]},r.anchorY.get=function(){return this._structArray.int16[this._pos2+1]},r.rightJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+2]},r.centerJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+3]},r.leftJustifiedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+4]},r.verticalPlacedTextSymbolIndex.get=function(){return this._structArray.int16[this._pos2+5]},r.placedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+6]},r.verticalPlacedIconSymbolIndex.get=function(){return this._structArray.int16[this._pos2+7]},r.key.get=function(){return this._structArray.uint16[this._pos2+8]},r.textBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+9]},r.textBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+10]},r.verticalTextBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+11]},r.verticalTextBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+12]},r.iconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+13]},r.iconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+14]},r.verticalIconBoxStartIndex.get=function(){return this._structArray.uint16[this._pos2+15]},r.verticalIconBoxEndIndex.get=function(){return this._structArray.uint16[this._pos2+16]},r.featureIndex.get=function(){return this._structArray.uint16[this._pos2+17]},r.numHorizontalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+18]},r.numVerticalGlyphVertices.get=function(){return this._structArray.uint16[this._pos2+19]},r.numIconVertices.get=function(){return this._structArray.uint16[this._pos2+20]},r.numVerticalIconVertices.get=function(){return this._structArray.uint16[this._pos2+21]},r.useRuntimeCollisionCircles.get=function(){return this._structArray.uint16[this._pos2+22]},r.crossTileID.get=function(){return this._structArray.uint32[this._pos4+12]},r.crossTileID.set=function(t){this._structArray.uint32[this._pos4+12]=t},r.textBoxScale.get=function(){return this._structArray.float32[this._pos4+13]},r.textOffset0.get=function(){return this._structArray.float32[this._pos4+14]},r.textOffset1.get=function(){return this._structArray.float32[this._pos4+15]},r.collisionCircleDiameter.get=function(){return this._structArray.float32[this._pos4+16]},Object.defineProperties(e.prototype,r),e}(_a);Ka.prototype.size=68;var Qa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.get=function(t){return new Ka(this,t)},e}(Na);Dn(\"SymbolInstanceArray\",Qa);var $a=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getoffsetX=function(t){return 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e.ids=t.ids,e.positions=t.positions,e.indexed=!0,e};var fi=Math.pow(2,53)-1;function pi(t){var e=+t;return!isNaN(e)&&e<=fi?e:ci(String(t))}function di(t,e,r){var n=t[e];t[e]=t[r],t[r]=n}Dn(\"FeaturePositionMap\",hi);var gi=function(t,e){this.gl=t.gl,this.location=e},mi=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1i(this.location,t))},e}(gi),vi=function(t){function e(e,r){t.call(this,e,r),this.current=0}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.set=function(t){this.current!==t&&(this.current=t,this.gl.uniform1f(this.location,t))},e}(gi),yi=function(t){function e(e,r){t.call(this,e,r),this.current=[0,0]}return 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Mi=function(t,e,r){this.value=t,this.uniformNames=e.map((function(t){return\"u_\"+t})),this.type=r};Mi.prototype.setUniform=function(t,e,r){t.set(r.constantOr(this.value))},Mi.prototype.getBinding=function(t,e,r){return\"color\"===this.type?new _i(t,e):new vi(t,e)};var Ai=function(t,e){this.uniformNames=e.map((function(t){return\"u_\"+t})),this.patternFrom=null,this.patternTo=null,this.pixelRatioFrom=1,this.pixelRatioTo=1};Ai.prototype.setConstantPatternPositions=function(t,e){this.pixelRatioFrom=e.pixelRatio,this.pixelRatioTo=t.pixelRatio,this.patternFrom=e.tlbr,this.patternTo=t.tlbr},Ai.prototype.setUniform=function(t,e,r,n){var a=\"u_pattern_to\"===n?this.patternTo:\"u_pattern_from\"===n?this.patternFrom:\"u_pixel_ratio_to\"===n?this.pixelRatioTo:\"u_pixel_ratio_from\"===n?this.pixelRatioFrom:null;a&&t.set(a)},Ai.prototype.getBinding=function(t,e,r){return\"u_pattern\"===r.substr(0,9)?new bi(t,e):new vi(t,e)};var Si=function(t,e,r,n){this.expression=t,this.type=r,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?2:1,offset:0}})),this.paintVertexArray=new n};Si.prototype.populatePaintArray=function(t,e,r,n,a){var i=this.paintVertexArray.length,o=this.expression.evaluate(new aa(0),e,{},n,[],a);this.paintVertexArray.resize(t),this._setPaintValue(i,t,o)},Si.prototype.updatePaintArray=function(t,e,r,n){var a=this.expression.evaluate({zoom:0},r,n);this._setPaintValue(t,e,a)},Si.prototype._setPaintValue=function(t,e,r){if(\"color\"===this.type)for(var n=ki(r),a=t;a<e;a++)this.paintVertexArray.emplace(a,n[0],n[1]);else{for(var i=t;i<e;i++)this.paintVertexArray.emplace(i,r);this.maxValue=Math.max(this.maxValue,Math.abs(r))}},Si.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Si.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()};var Ei=function(t,e,r,n,a,i){this.expression=t,this.uniformNames=e.map((function(t){return\"u_\"+t+\"_t\"})),this.type=r,this.useIntegerZoom=n,this.zoom=a,this.maxValue=0,this.paintVertexAttributes=e.map((function(t){return{name:\"a_\"+t,type:\"Float32\",components:\"color\"===r?4:2,offset:0}})),this.paintVertexArray=new i};Ei.prototype.populatePaintArray=function(t,e,r,n,a){var i=this.expression.evaluate(new aa(this.zoom),e,{},n,[],a),o=this.expression.evaluate(new aa(this.zoom+1),e,{},n,[],a),s=this.paintVertexArray.length;this.paintVertexArray.resize(t),this._setPaintValue(s,t,i,o)},Ei.prototype.updatePaintArray=function(t,e,r,n){var a=this.expression.evaluate({zoom:this.zoom},r,n),i=this.expression.evaluate({zoom:this.zoom+1},r,n);this._setPaintValue(t,e,a,i)},Ei.prototype._setPaintValue=function(t,e,r,n){if(\"color\"===this.type)for(var a=ki(r),i=ki(n),o=t;o<e;o++)this.paintVertexArray.emplace(o,a[0],a[1],i[0],i[1]);else{for(var s=t;s<e;s++)this.paintVertexArray.emplace(s,r,n);this.maxValue=Math.max(this.maxValue,Math.abs(r),Math.abs(n))}},Ei.prototype.upload=function(t){this.paintVertexArray&&this.paintVertexArray.arrayBuffer&&(this.paintVertexBuffer&&this.paintVertexBuffer.buffer?this.paintVertexBuffer.updateData(this.paintVertexArray):this.paintVertexBuffer=t.createVertexBuffer(this.paintVertexArray,this.paintVertexAttributes,this.expression.isStateDependent))},Ei.prototype.destroy=function(){this.paintVertexBuffer&&this.paintVertexBuffer.destroy()},Ei.prototype.setUniform=function(t,e){var r=this.useIntegerZoom?Math.floor(e.zoom):e.zoom,n=l(this.expression.interpolationFactor(r,this.zoom,this.zoom+1),0,1);t.set(n)},Ei.prototype.getBinding=function(t,e,r){return new vi(t,e)};var Ci=function(t,e,r,n,a,i){this.expression=t,this.type=e,this.useIntegerZoom=r,this.zoom=n,this.layerId=i,this.zoomInPaintVertexArray=new a,this.zoomOutPaintVertexArray=new a};Ci.prototype.populatePaintArray=function(t,e,r){var n=this.zoomInPaintVertexArray.length;this.zoomInPaintVertexArray.resize(t),this.zoomOutPaintVertexArray.resize(t),this._setPaintValues(n,t,e.patterns&&e.patterns[this.layerId],r)},Ci.prototype.updatePaintArray=function(t,e,r,n,a){this._setPaintValues(t,e,r.patterns&&r.patterns[this.layerId],a)},Ci.prototype._setPaintValues=function(t,e,r,n){if(n&&r){var a=n[r.min],i=n[r.mid],o=n[r.max];if(a&&i&&o)for(var s=t;s<e;s++)this.zoomInPaintVertexArray.emplace(s,i.tl[0],i.tl[1],i.br[0],i.br[1],a.tl[0],a.tl[1],a.br[0],a.br[1],i.pixelRatio,a.pixelRatio),this.zoomOutPaintVertexArray.emplace(s,i.tl[0],i.tl[1],i.br[0],i.br[1],o.tl[0],o.tl[1],o.br[0],o.br[1],i.pixelRatio,o.pixelRatio)}},Ci.prototype.upload=function(t){this.zoomInPaintVertexArray&&this.zoomInPaintVertexArray.arrayBuffer&&this.zoomOutPaintVertexArray&&this.zoomOutPaintVertexArray.arrayBuffer&&(this.zoomInPaintVertexBuffer=t.createVertexBuffer(this.zoomInPaintVertexArray,oi.members,this.expression.isStateDependent),this.zoomOutPaintVertexBuffer=t.createVertexBuffer(this.zoomOutPaintVertexArray,oi.members,this.expression.isStateDependent))},Ci.prototype.destroy=function(){this.zoomOutPaintVertexBuffer&&this.zoomOutPaintVertexBuffer.destroy(),this.zoomInPaintVertexBuffer&&this.zoomInPaintVertexBuffer.destroy()};var Li=function(t,e,r,n){this.binders={},this.layoutAttributes=n,this._buffers=[];var a=[];for(var i in t.paint._values)if(r(i)){var o=t.paint.get(i);if(o instanceof ha&&Lr(o.property.specification)){var s=Ii(i,t.type),l=o.value,c=o.property.specification.type,u=o.property.useIntegerZoom,h=o.property.specification[\"property-type\"],f=\"cross-faded\"===h||\"cross-faded-data-driven\"===h;if(\"constant\"===l.kind)this.binders[i]=f?new Ai(l.value,s):new Mi(l.value,s,c),a.push(\"/u_\"+i);else if(\"source\"===l.kind||f){var p=zi(i,c,\"source\");this.binders[i]=f?new Ci(l,c,u,e,p,t.id):new Si(l,s,c,p),a.push(\"/a_\"+i)}else{var d=zi(i,c,\"composite\");this.binders[i]=new Ei(l,s,c,u,e,d),a.push(\"/z_\"+i)}}}this.cacheKey=a.sort().join(\"\")};Li.prototype.getMaxValue=function(t){var e=this.binders[t];return e instanceof Si||e instanceof Ei?e.maxValue:0},Li.prototype.populatePaintArrays=function(t,e,r,n,a){for(var i in this.binders){var o=this.binders[i];(o instanceof Si||o instanceof Ei||o instanceof Ci)&&o.populatePaintArray(t,e,r,n,a)}},Li.prototype.setConstantPatternPositions=function(t,e){for(var r in this.binders){var n=this.binders[r];n instanceof Ai&&n.setConstantPatternPositions(t,e)}},Li.prototype.updatePaintArrays=function(t,e,r,n,a){var i=!1;for(var o in t)for(var s=0,l=e.getPositions(o);s<l.length;s+=1){var c=l[s],u=r.feature(c.index);for(var h in this.binders){var f=this.binders[h];if((f instanceof Si||f instanceof Ei||f instanceof Ci)&&!0===f.expression.isStateDependent){var p=n.paint.get(h);f.expression=p.value,f.updatePaintArray(c.start,c.end,u,t[o],a),i=!0}}}return i},Li.prototype.defines=function(){var t=[];for(var e in this.binders){var r=this.binders[e];(r instanceof Mi||r instanceof Ai)&&t.push.apply(t,r.uniformNames.map((function(t){return\"#define HAS_UNIFORM_\"+t})))}return t},Li.prototype.getPaintVertexBuffers=function(){return this._buffers},Li.prototype.getUniforms=function(t,e){var r=[];for(var n in this.binders){var a=this.binders[n];if(a instanceof Mi||a instanceof Ai||a instanceof Ei)for(var i=0,o=a.uniformNames;i<o.length;i+=1){var s=o[i];if(e[s]){var l=a.getBinding(t,e[s],s);r.push({name:s,property:n,binding:l})}}}return r},Li.prototype.setUniforms=function(t,e,r,n){for(var a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.name,l=o.property;this.binders[l].setUniform(o.binding,n,r.get(l),s)}},Li.prototype.updatePaintBuffers=function(t){for(var e in this._buffers=[],this.binders){var r=this.binders[e];if(t&&r instanceof Ci){var n=2===t.fromScale?r.zoomInPaintVertexBuffer:r.zoomOutPaintVertexBuffer;n&&this._buffers.push(n)}else(r instanceof Si||r instanceof Ei)&&r.paintVertexBuffer&&this._buffers.push(r.paintVertexBuffer)}},Li.prototype.upload=function(t){for(var e in this.binders){var r=this.binders[e];(r instanceof Si||r instanceof Ei||r instanceof Ci)&&r.upload(t)}this.updatePaintBuffers()},Li.prototype.destroy=function(){for(var t in this.binders){var e=this.binders[t];(e instanceof Si||e instanceof Ei||e instanceof Ci)&&e.destroy()}};var Pi=function(t,e,r,n){void 0===n&&(n=function(){return!0}),this.programConfigurations={};for(var a=0,i=e;a<i.length;a+=1){var o=i[a];this.programConfigurations[o.id]=new Li(o,r,n,t)}this.needsUpload=!1,this._featureMap=new hi,this._bufferOffset=0};function Ii(t,e){return{\"text-opacity\":[\"opacity\"],\"icon-opacity\":[\"opacity\"],\"text-color\":[\"fill_color\"],\"icon-color\":[\"fill_color\"],\"text-halo-color\":[\"halo_color\"],\"icon-halo-color\":[\"halo_color\"],\"text-halo-blur\":[\"halo_blur\"],\"icon-halo-blur\":[\"halo_blur\"],\"text-halo-width\":[\"halo_width\"],\"icon-halo-width\":[\"halo_width\"],\"line-gap-width\":[\"gapwidth\"],\"line-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"],\"fill-extrusion-pattern\":[\"pattern_to\",\"pattern_from\",\"pixel_ratio_to\",\"pixel_ratio_from\"]}[t]||[t.replace(e+\"-\",\"\").replace(/-/g,\"_\")]}function zi(t,e,r){var n={color:{source:Ga,composite:Ya},number:{source:ja,composite:Ga}},a=function(t){return{\"line-pattern\":{source:Ca,composite:Ca},\"fill-pattern\":{source:Ca,composite:Ca},\"fill-extrusion-pattern\":{source:Ca,composite:Ca}}[t]}(t);return a&&a[r]||n[e][r]}Pi.prototype.populatePaintArrays=function(t,e,r,n,a,i){for(var o in this.programConfigurations)this.programConfigurations[o].populatePaintArrays(t,e,n,a,i);void 0!==e.id&&this._featureMap.add(e.id,r,this._bufferOffset,t),this._bufferOffset=t,this.needsUpload=!0},Pi.prototype.updatePaintArrays=function(t,e,r,n){for(var a=0,i=r;a<i.length;a+=1){var o=i[a];this.needsUpload=this.programConfigurations[o.id].updatePaintArrays(t,this._featureMap,e,o,n)||this.needsUpload}},Pi.prototype.get=function(t){return this.programConfigurations[t]},Pi.prototype.upload=function(t){if(this.needsUpload){for(var e in this.programConfigurations)this.programConfigurations[e].upload(t);this.needsUpload=!1}},Pi.prototype.destroy=function(){for(var t in this.programConfigurations)this.programConfigurations[t].destroy()},Dn(\"ConstantBinder\",Mi),Dn(\"CrossFadedConstantBinder\",Ai),Dn(\"SourceExpressionBinder\",Si),Dn(\"CrossFadedCompositeBinder\",Ci),Dn(\"CompositeExpressionBinder\",Ei),Dn(\"ProgramConfiguration\",Li,{omit:[\"_buffers\"]}),Dn(\"ProgramConfigurationSet\",Pi);var Oi={min:-1*Math.pow(2,14),max:Math.pow(2,14)-1};function Di(t){for(var e=8192/t.extent,r=t.loadGeometry(),n=0;n<r.length;n++)for(var a=r[n],i=0;i<a.length;i++){var o=a[i];o.x=Math.round(o.x*e),o.y=Math.round(o.y*e),(o.x<Oi.min||o.x>Oi.max||o.y<Oi.min||o.y>Oi.max)&&(_(\"Geometry exceeds allowed extent, reduce your vector tile buffer size\"),o.x=l(o.x,Oi.min,Oi.max),o.y=l(o.y,Oi.min,Oi.max))}return r}function Ri(t,e,r,n,a){t.emplaceBack(2*e+(n+1)/2,2*r+(a+1)/2)}var Fi=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Ma,this.indexArray=new Fa,this.segments=new ai,this.programConfigurations=new Pi(ni,t.layers,t.zoom),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function Bi(t,e){for(var r=0;r<t.length;r++)if(Wi(e,t[r]))return!0;for(var n=0;n<e.length;n++)if(Wi(t,e[n]))return!0;return!!Vi(t,e)}function Ni(t,e,r){return!!Wi(t,e)||!!Hi(e,t,r)}function ji(t,e){if(1===t.length)return Yi(e,t[0]);for(var r=0;r<e.length;r++)for(var n=e[r],a=0;a<n.length;a++)if(Wi(t,n[a]))return!0;for(var i=0;i<t.length;i++)if(Yi(e,t[i]))return!0;for(var o=0;o<e.length;o++)if(Vi(t,e[o]))return!0;return!1}function Ui(t,e,r){if(t.length>1){if(Vi(t,e))return!0;for(var n=0;n<e.length;n++)if(Hi(e[n],t,r))return!0}for(var a=0;a<t.length;a++)if(Hi(t[a],e,r))return!0;return!1}function Vi(t,e){if(0===t.length||0===e.length)return!1;for(var r=0;r<t.length-1;r++)for(var n=t[r],a=t[r+1],i=0;i<e.length-1;i++)if(qi(n,a,e[i],e[i+1]))return!0;return!1}function qi(t,e,r,n){return w(t,r,n)!==w(e,r,n)&&w(t,e,r)!==w(t,e,n)}function Hi(t,e,r){var n=r*r;if(1===e.length)return t.distSqr(e[0])<n;for(var a=1;a<e.length;a++)if(Gi(t,e[a-1],e[a])<n)return!0;return!1}function Gi(t,e,r){var n=e.distSqr(r);if(0===n)return t.distSqr(e);var a=((t.x-e.x)*(r.x-e.x)+(t.y-e.y)*(r.y-e.y))/n;return t.distSqr(a<0?e:a>1?r:r.sub(e)._mult(a)._add(e))}function Yi(t,e){for(var r,n,a,i=!1,o=0;o<t.length;o++)for(var s=0,l=(r=t[o]).length-1;s<r.length;l=s++)(n=r[s]).y>e.y!=(a=r[l]).y>e.y&&e.x<(a.x-n.x)*(e.y-n.y)/(a.y-n.y)+n.x&&(i=!i);return i}function Wi(t,e){for(var r=!1,n=0,a=t.length-1;n<t.length;a=n++){var i=t[n],o=t[a];i.y>e.y!=o.y>e.y&&e.x<(o.x-i.x)*(e.y-i.y)/(o.y-i.y)+i.x&&(r=!r)}return r}function Zi(t,e,r){var n=r[0],a=r[2];if(t.x<n.x&&e.x<n.x||t.x>a.x&&e.x>a.x||t.y<n.y&&e.y<n.y||t.y>a.y&&e.y>a.y)return!1;var i=w(t,e,r[0]);return i!==w(t,e,r[1])||i!==w(t,e,r[2])||i!==w(t,e,r[3])}function Xi(t,e,r){var n=e.paint.get(t).value;return\"constant\"===n.kind?n.value:r.programConfigurations.get(e.id).getMaxValue(t)}function Ji(t){return Math.sqrt(t[0]*t[0]+t[1]*t[1])}function Ki(t,e,r,n,i){if(!e[0]&&!e[1])return t;var o=a.convert(e)._mult(i);\"viewport\"===r&&o._rotate(-n);for(var s=[],l=0;l<t.length;l++)s.push(t[l].sub(o));return s}Fi.prototype.populate=function(t,e,r){var n=this.layers[0],a=[],i=null;\"circle\"===n.type&&(i=n.layout.get(\"circle-sort-key\"));for(var o=0,s=t;o<s.length;o+=1){var l=s[o],c=l.feature,u=l.id,h=l.index,f=l.sourceLayerIndex,p=this.layers[0]._featureFilter.needGeometry,d={type:c.type,id:u,properties:c.properties,geometry:p?Di(c):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),d,r)){p||(d.geometry=Di(c));var g=i?i.evaluate(d,{},r):void 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0===this.layoutVertexArray.length},Fi.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Fi.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,ni),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Fi.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Fi.prototype.addFeature=function(t,e,r,n){for(var a=0,i=e;a<i.length;a+=1)for(var o=0,s=i[a];o<s.length;o+=1){var l=s[o],c=l.x,u=l.y;if(!(c<0||c>=8192||u<0||u>=8192)){var 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i=co({},{width:n,height:a},r);ho(t,i,{x:0,y:0},{x:0,y:0},{width:Math.min(t.width,n),height:Math.min(t.height,a)},r),t.width=n,t.height=a,t.data=i.data}}function ho(t,e,r,n,a,i){if(0===a.width||0===a.height)return e;if(a.width>t.width||a.height>t.height||r.x>t.width-a.width||r.y>t.height-a.height)throw new RangeError(\"out of range source coordinates for image copy\");if(a.width>e.width||a.height>e.height||n.x>e.width-a.width||n.y>e.height-a.height)throw new RangeError(\"out of range destination coordinates for image copy\");for(var o=t.data,s=e.data,l=0;l<a.height;l++)for(var c=((r.y+l)*t.width+r.x)*i,u=((n.y+l)*e.width+n.x)*i,h=0;h<a.width*i;h++)s[u+h]=o[c+h];return e}Dn(\"HeatmapBucket\",lo,{omit:[\"layers\"]});var fo=function(t,e){co(this,t,1,e)};fo.prototype.resize=function(t){uo(this,t,1)},fo.prototype.clone=function(){return new fo({width:this.width,height:this.height},new Uint8Array(this.data))},fo.copy=function(t,e,r,n,a){ho(t,e,r,n,a,1)};var 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po({width:256,height:1},r)}var vo=function(t){function e(e){t.call(this,e,go),this._updateColorRamp()}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.createBucket=function(t){return new lo(t)},e.prototype._handleSpecialPaintPropertyUpdate=function(t){\"heatmap-color\"===t&&this._updateColorRamp()},e.prototype._updateColorRamp=function(){this.colorRamp=mo(this._transitionablePaint._values[\"heatmap-color\"].value.expression,\"heatmapDensity\"),this.colorRampTexture=null},e.prototype.resize=function(){this.heatmapFbo&&(this.heatmapFbo.destroy(),this.heatmapFbo=null)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype.hasOffscreenPass=function(){return 0!==this.paint.get(\"heatmap-opacity\")&&\"none\"!==this.visibility},e}(xa),yo={paint:new ya({\"hillshade-illumination-direction\":new 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2:for(n=0;n<l.length;n++)u(l[n]);break;case 3:for(l=function(t){var e=t.length;if(e<=1)return[t];for(var r,n,a=[],i=0;i<e;i++){var o=us(t[i]);0!==o&&(void 0===n&&(n=o<0),n===o<0?(r&&a.push(r),r=[t[i]]):r.push(t[i]))}return r&&a.push(r),a}(l),n=0;n<l.length;n++)for(a=0;a<l[n].length;a++)u(l[n][a])}1===l.length?l=l[0]:c=\"Multi\"+c;var f={type:\"Feature\",geometry:{type:c,coordinates:l},properties:this.properties};return\"id\"in this&&(f.id=this.id),f};var hs=fs;function fs(t,e){this.version=1,this.name=null,this.extent=4096,this.length=0,this._pbf=t,this._keys=[],this._values=[],this._features=[],t.readFields(ps,this,e),this.length=this._features.length}function ps(t,e,r){15===t?e.version=r.readVarint():1===t?e.name=r.readString():5===t?e.extent=r.readVarint():2===t?e._features.push(r.pos):3===t?e._keys.push(r.readString()):4===t&&e._values.push(function(t){for(var e=null,r=t.readVarint()+t.pos;t.pos<r;){var n=t.readVarint()>>3;e=1===n?t.readString():2===n?t.readFloat():3===n?t.readDouble():4===n?t.readVarint64():5===n?t.readVarint():6===n?t.readSVarint():7===n?t.readBoolean():null}return e}(r))}function ds(t,e,r){if(3===t){var n=new hs(r,r.readVarint()+r.pos);n.length&&(e[n.name]=n)}}fs.prototype.feature=function(t){if(t<0||t>=this._features.length)throw new Error(\"feature index out of bounds\");this._pbf.pos=this._features[t];var e=this._pbf.readVarint()+this._pbf.pos;return new ss(this._pbf,e,this.extent,this._keys,this._values)};var gs={VectorTile:function(t,e){this.layers=t.readFields(ds,{},e)},VectorTileFeature:ss,VectorTileLayer:hs},ms=gs.VectorTileFeature.types,vs=Math.pow(2,13);function ys(t,e,r,n,a,i,o,s){t.emplaceBack(e,r,2*Math.floor(n*vs)+o,a*vs*2,i*vs*2,Math.round(s))}var xs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.layoutVertexArray=new Sa,this.indexArray=new Fa,this.programConfigurations=new Pi(os,t.layers,t.zoom),this.segments=new ai,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};function bs(t,e){return t.x===e.x&&(t.x<0||t.x>8192)||t.y===e.y&&(t.y<0||t.y>8192)}xs.prototype.populate=function(t,e,r){this.features=[],this.hasPattern=ts(\"fill-extrusion\",this.layers,e);for(var n=0,a=t;n<a.length;n+=1){var i=a[n],o=i.feature,s=i.id,l=i.index,c=i.sourceLayerIndex,u=this.layers[0]._featureFilter.needGeometry,h={type:o.type,id:s,properties:o.properties,geometry:u?Di(o):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),h,r)){var f={id:s,sourceLayerIndex:c,index:l,geometry:u?h.geometry:Di(o),properties:o.properties,type:o.type,patterns:{}};void 0!==o.id&&(f.id=o.id),this.hasPattern?this.features.push(es(\"fill-extrusion\",this.layers,f,this.zoom,e)):this.addFeature(f,f.geometry,l,r,{}),e.featureIndex.insert(o,f.geometry,l,c,this.index,!0)}}},xs.prototype.addFeatures=function(t,e,r){for(var n=0,a=this.features;n<a.length;n+=1){var i=a[n];this.addFeature(i,i.geometry,i.index,e,r)}},xs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},xs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},xs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},xs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,os),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},xs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},xs.prototype.addFeature=function(t,e,r,n,a){for(var i=0,o=Qo(e,500);i<o.length;i+=1){for(var s=o[i],l=0,c=0,u=s;c<u.length;c+=1)l+=u[c].length;for(var h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray),f=0,p=s;f<p.length;f+=1){var d=p[f];if(0!==d.length&&!((I=d).every((function(t){return t.x<0}))||I.every((function(t){return t.x>8192}))||I.every((function(t){return t.y<0}))||I.every((function(t){return t.y>8192}))))for(var g=0,m=0;m<d.length;m++){var v=d[m];if(m>=1){var y=d[m-1];if(!bs(v,y)){h.vertexLength+4>ai.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(4,this.layoutVertexArray,this.indexArray));var x=v.sub(y)._perp()._unit(),b=y.dist(v);g+b>32768&&(g=0),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,0,g),ys(this.layoutVertexArray,v.x,v.y,x.x,x.y,0,1,g),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,0,g+=b),ys(this.layoutVertexArray,y.x,y.y,x.x,x.y,0,1,g);var _=h.vertexLength;this.indexArray.emplaceBack(_,_+2,_+1),this.indexArray.emplaceBack(_+1,_+2,_+3),h.vertexLength+=4,h.primitiveLength+=2}}}}if(h.vertexLength+l>ai.MAX_VERTEX_ARRAY_LENGTH&&(h=this.segments.prepareSegment(l,this.layoutVertexArray,this.indexArray)),\"Polygon\"===ms[t.type]){for(var w=[],T=[],k=h.vertexLength,M=0,A=s;M<A.length;M+=1){var S=A[M];if(0!==S.length){S!==s[0]&&T.push(w.length/2);for(var E=0;E<S.length;E++){var C=S[E];ys(this.layoutVertexArray,C.x,C.y,0,0,1,1,0),w.push(C.x),w.push(C.y)}}}for(var L=_o(w,T),P=0;P<L.length;P+=3)this.indexArray.emplaceBack(k+L[P],k+L[P+2],k+L[P+1]);h.primitiveLength+=L.length/3,h.vertexLength+=l}}var I;this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,a,n)},Dn(\"FillExtrusionBucket\",xs,{omit:[\"layers\",\"features\"]});var _s={paint:new ya({\"fill-extrusion-opacity\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-opacity\"]),\"fill-extrusion-color\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-color\"]),\"fill-extrusion-translate\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate\"]),\"fill-extrusion-translate-anchor\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-translate-anchor\"]),\"fill-extrusion-pattern\":new ga(At[\"paint_fill-extrusion\"][\"fill-extrusion-pattern\"]),\"fill-extrusion-height\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-height\"]),\"fill-extrusion-base\":new da(At[\"paint_fill-extrusion\"][\"fill-extrusion-base\"]),\"fill-extrusion-vertical-gradient\":new pa(At[\"paint_fill-extrusion\"][\"fill-extrusion-vertical-gradient\"])})},ws=function(t){function e(e){t.call(this,e,_s)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.createBucket=function(t){return new xs(t)},e.prototype.queryRadius=function(){return Ji(this.paint.get(\"fill-extrusion-translate\"))},e.prototype.is3D=function(){return!0},e.prototype.queryIntersectsFeature=function(t,e,r,n,i,o,s,l){var c=Ki(t,this.paint.get(\"fill-extrusion-translate\"),this.paint.get(\"fill-extrusion-translate-anchor\"),o.angle,s),u=this.paint.get(\"fill-extrusion-height\").evaluate(e,r),h=this.paint.get(\"fill-extrusion-base\").evaluate(e,r),f=function(t,e,r,n){for(var i=[],o=0,s=t;o<s.length;o+=1){var l=s[o],c=[l.x,l.y,0,1];io(c,c,e),i.push(new a(c[0]/c[3],c[1]/c[3]))}return i}(c,l),p=function(t,e,r,n){for(var i=[],o=[],s=n[8]*e,l=n[9]*e,c=n[10]*e,u=n[11]*e,h=n[8]*r,f=n[9]*r,p=n[10]*r,d=n[11]*r,g=0,m=t;g<m.length;g+=1){for(var v=[],y=[],x=0,b=m[g];x<b.length;x+=1){var _=b[x],w=_.x,T=_.y,k=n[0]*w+n[4]*T+n[12],M=n[1]*w+n[5]*T+n[13],A=n[2]*w+n[6]*T+n[14],S=n[3]*w+n[7]*T+n[15],E=A+c,C=S+u,L=k+h,P=M+f,I=A+p,z=S+d,O=new a((k+s)/C,(M+l)/C);O.z=E/C,v.push(O);var D=new a(L/z,P/z);D.z=I/z,y.push(D)}i.push(v),o.push(y)}return[i,o]}(n,h,u,l);return function(t,e,r){var n=1/0;ji(r,e)&&(n=ks(r,e[0]));for(var a=0;a<e.length;a++)for(var i=e[a],o=t[a],s=0;s<i.length-1;s++){var l=i[s],c=[l,i[s+1],o[s+1],o[s],l];Bi(r,c)&&(n=Math.min(n,ks(r,c)))}return n!==1/0&&n}(p[0],p[1],f)},e}(xa);function Ts(t,e){return t.x*e.x+t.y*e.y}function ks(t,e){if(1===t.length){for(var r,n=0,a=e[n++];!r||a.equals(r);)if(!(r=e[n++]))return 1/0;for(;n<e.length;n++){var i=e[n],o=t[0],s=r.sub(a),l=i.sub(a),c=o.sub(a),u=Ts(s,s),h=Ts(s,l),f=Ts(l,l),p=Ts(c,s),d=Ts(c,l),g=u*f-h*h,m=(f*p-h*d)/g,v=(u*d-h*p)/g,y=a.z*(1-m-v)+r.z*m+i.z*v;if(isFinite(y))return y}return 1/0}for(var x=1/0,b=0,_=e;b<_.length;b+=1)x=Math.min(x,_[b].z);return x}var Ms=Ta([{name:\"a_pos_normal\",components:2,type:\"Int16\"},{name:\"a_data\",components:4,type:\"Uint8\"}],4).members,As=gs.VectorTileFeature.types,Ss=Math.cos(Math.PI/180*37.5),Es=Math.pow(2,14)/.5,Cs=function(t){this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.hasPattern=!1,this.patternFeatures=[],this.layoutVertexArray=new Ea,this.indexArray=new Fa,this.programConfigurations=new Pi(Ms,t.layers,t.zoom),this.segments=new ai,this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id}))};Cs.prototype.populate=function(t,e,r){this.hasPattern=ts(\"line\",this.layers,e);for(var n=this.layers[0].layout.get(\"line-sort-key\"),a=[],i=0,o=t;i<o.length;i+=1){var s=o[i],l=s.feature,c=s.id,u=s.index,h=s.sourceLayerIndex,f=this.layers[0]._featureFilter.needGeometry,p={type:l.type,id:c,properties:l.properties,geometry:f?Di(l):[]};if(this.layers[0]._featureFilter.filter(new aa(this.zoom),p,r)){f||(p.geometry=Di(l));var d=n?n.evaluate(p,{},r):void 0;a.push({id:c,properties:l.properties,type:l.type,sourceLayerIndex:h,index:u,geometry:p.geometry,patterns:{},sortKey:d})}}n&&a.sort((function(t,e){return t.sortKey-e.sortKey}));for(var g=0,m=a;g<m.length;g+=1){var v=m[g],y=v.geometry,x=v.index,b=v.sourceLayerIndex;if(this.hasPattern){var _=es(\"line\",this.layers,v,this.zoom,e);this.patternFeatures.push(_)}else this.addFeature(v,y,x,r,{});e.featureIndex.insert(t[x].feature,y,x,b,this.index)}},Cs.prototype.update=function(t,e,r){this.stateDependentLayers.length&&this.programConfigurations.updatePaintArrays(t,e,this.stateDependentLayers,r)},Cs.prototype.addFeatures=function(t,e,r){for(var n=0,a=this.patternFeatures;n<a.length;n+=1){var i=a[n];this.addFeature(i,i.geometry,i.index,e,r)}},Cs.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length},Cs.prototype.uploadPending=function(){return!this.uploaded||this.programConfigurations.needsUpload},Cs.prototype.upload=function(t){this.uploaded||(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ms),this.indexBuffer=t.createIndexBuffer(this.indexArray)),this.programConfigurations.upload(t),this.uploaded=!0},Cs.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy())},Cs.prototype.addFeature=function(t,e,r,n,a){for(var i=this.layers[0].layout,o=i.get(\"line-join\").evaluate(t,{}),s=i.get(\"line-cap\"),l=i.get(\"line-miter-limit\"),c=i.get(\"line-round-limit\"),u=0,h=e;u<h.length;u+=1)this.addLine(h[u],t,o,s,l,c);this.programConfigurations.populatePaintArrays(this.layoutVertexArray.length,t,r,a,n)},Cs.prototype.addLine=function(t,e,r,n,a,i){if(this.distance=0,this.scaledDistance=0,this.totalDistance=0,e.properties&&e.properties.hasOwnProperty(\"mapbox_clip_start\")&&e.properties.hasOwnProperty(\"mapbox_clip_end\")){this.clipStart=+e.properties.mapbox_clip_start,this.clipEnd=+e.properties.mapbox_clip_end;for(var o=0;o<t.length-1;o++)this.totalDistance+=t[o].dist(t[o+1]);this.updateScaledDistance()}for(var s=\"Polygon\"===As[e.type],l=t.length;l>=2&&t[l-1].equals(t[l-2]);)l--;for(var c=0;c<l-1&&t[c].equals(t[c+1]);)c++;if(!(l<(s?3:2))){\"bevel\"===r&&(a=1.05);var u,h=this.overscaling<=16?122880/(512*this.overscaling):0,f=this.segments.prepareSegment(10*l,this.layoutVertexArray,this.indexArray),p=void 0,d=void 0,g=void 0,m=void 0;this.e1=this.e2=-1,s&&(m=t[c].sub(u=t[l-2])._unit()._perp());for(var v=c;v<l;v++)if(!(d=v===l-1?s?t[c+1]:void 0:t[v+1])||!t[v].equals(d)){m&&(g=m),u&&(p=u),u=t[v],m=d?d.sub(u)._unit()._perp():g;var y=(g=g||m).add(m);0===y.x&&0===y.y||y._unit();var x=g.x*m.x+g.y*m.y,b=y.x*m.x+y.y*m.y,_=0!==b?1/b:1/0,w=2*Math.sqrt(2-2*b),T=b<Ss&&p&&d,k=g.x*m.y-g.y*m.x>0;if(T&&v>c){var M=u.dist(p);if(M>2*h){var A=u.sub(u.sub(p)._mult(h/M)._round());this.updateDistance(p,A),this.addCurrentVertex(A,g,0,0,f),p=A}}var S=p&&d,E=S?r:s?\"butt\":n;if(S&&\"round\"===E&&(_<i?E=\"miter\":_<=2&&(E=\"fakeround\")),\"miter\"===E&&_>a&&(E=\"bevel\"),\"bevel\"===E&&(_>2&&(E=\"flipbevel\"),_<a&&(E=\"miter\")),p&&this.updateDistance(p,u),\"miter\"===E)y._mult(_),this.addCurrentVertex(u,y,0,0,f);else if(\"flipbevel\"===E){if(_>100)y=m.mult(-1);else{var C=_*g.add(m).mag()/g.sub(m).mag();y._perp()._mult(C*(k?-1:1))}this.addCurrentVertex(u,y,0,0,f),this.addCurrentVertex(u,y.mult(-1),0,0,f)}else if(\"bevel\"===E||\"fakeround\"===E){var L=-Math.sqrt(_*_-1),P=k?L:0,I=k?0:L;if(p&&this.addCurrentVertex(u,g,P,I,f),\"fakeround\"===E)for(var z=Math.round(180*w/Math.PI/20),O=1;O<z;O++){var D=O/z;if(.5!==D){var R=D-.5;D+=D*R*(D-1)*((1.0904+x*(x*(3.55645-1.43519*x)-3.2452))*R*R+(.848013+x*(.215638*x-1.06021)))}var F=m.sub(g)._mult(D)._add(g)._unit()._mult(k?-1:1);this.addHalfVertex(u,F.x,F.y,!1,k,0,f)}d&&this.addCurrentVertex(u,m,-P,-I,f)}else if(\"butt\"===E)this.addCurrentVertex(u,y,0,0,f);else if(\"square\"===E){var B=p?1:-1;this.addCurrentVertex(u,y,B,B,f)}else\"round\"===E&&(p&&(this.addCurrentVertex(u,g,0,0,f),this.addCurrentVertex(u,g,1,1,f,!0)),d&&(this.addCurrentVertex(u,m,-1,-1,f,!0),this.addCurrentVertex(u,m,0,0,f)));if(T&&v<l-1){var N=u.dist(d);if(N>2*h){var j=u.add(d.sub(u)._mult(h/N)._round());this.updateDistance(u,j),this.addCurrentVertex(j,m,0,0,f),u=j}}}}},Cs.prototype.addCurrentVertex=function(t,e,r,n,a,i){void 0===i&&(i=!1);var o=e.y*n-e.x,s=-e.y-e.x*n;this.addHalfVertex(t,e.x+e.y*r,e.y-e.x*r,i,!1,r,a),this.addHalfVertex(t,o,s,i,!0,-n,a),this.distance>Es/2&&0===this.totalDistance&&(this.distance=0,this.addCurrentVertex(t,e,r,n,a,i))},Cs.prototype.addHalfVertex=function(t,e,r,n,a,i,o){var s=.5*this.scaledDistance;this.layoutVertexArray.emplaceBack((t.x<<1)+(n?1:0),(t.y<<1)+(a?1:0),Math.round(63*e)+128,Math.round(63*r)+128,1+(0===i?0:i<0?-1:1)|(63&s)<<2,s>>6);var l=o.vertexLength++;this.e1>=0&&this.e2>=0&&(this.indexArray.emplaceBack(this.e1,this.e2,l),o.primitiveLength++),a?this.e2=l:this.e1=l},Cs.prototype.updateScaledDistance=function(){this.scaledDistance=this.totalDistance>0?(this.clipStart+(this.clipEnd-this.clipStart)*this.distance/this.totalDistance)*(Es-1):this.distance},Cs.prototype.updateDistance=function(t,e){this.distance+=t.dist(e),this.updateScaledDistance()},Dn(\"LineBucket\",Cs,{omit:[\"layers\",\"patternFeatures\"]});var Ls=new ya({\"line-cap\":new pa(At.layout_line[\"line-cap\"]),\"line-join\":new da(At.layout_line[\"line-join\"]),\"line-miter-limit\":new pa(At.layout_line[\"line-miter-limit\"]),\"line-round-limit\":new pa(At.layout_line[\"line-round-limit\"]),\"line-sort-key\":new da(At.layout_line[\"line-sort-key\"])}),Ps={paint:new ya({\"line-opacity\":new da(At.paint_line[\"line-opacity\"]),\"line-color\":new da(At.paint_line[\"line-color\"]),\"line-translate\":new pa(At.paint_line[\"line-translate\"]),\"line-translate-anchor\":new pa(At.paint_line[\"line-translate-anchor\"]),\"line-width\":new da(At.paint_line[\"line-width\"]),\"line-gap-width\":new da(At.paint_line[\"line-gap-width\"]),\"line-offset\":new da(At.paint_line[\"line-offset\"]),\"line-blur\":new da(At.paint_line[\"line-blur\"]),\"line-dasharray\":new ma(At.paint_line[\"line-dasharray\"]),\"line-pattern\":new ga(At.paint_line[\"line-pattern\"]),\"line-gradient\":new va(At.paint_line[\"line-gradient\"])}),layout:Ls},Is=new(function(t){function 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Uint8Array(e);r.set(this.buf),this.buf=r,this.length=e}},finish:function(){return this.length=this.pos,this.pos=0,this.buf.subarray(0,this.length)},writeFixed32:function(t){this.realloc(4),ol(this.buf,t,this.pos),this.pos+=4},writeSFixed32:function(t){this.realloc(4),ol(this.buf,t,this.pos),this.pos+=4},writeFixed64:function(t){this.realloc(8),ol(this.buf,-1&t,this.pos),ol(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeSFixed64:function(t){this.realloc(8),ol(this.buf,-1&t,this.pos),ol(this.buf,Math.floor(t*(1/4294967296)),this.pos+4),this.pos+=8},writeVarint:function(t){(t=+t||0)>268435455||t<0?function(t,e){var r,n;if(t>=0?(r=t%4294967296|0,n=t/4294967296|0):(n=~(-t/4294967296),4294967295^(r=~(-t%4294967296))?r=r+1|0:(r=0,n=n+1|0)),t>=0x10000000000000000||t<-0x10000000000000000)throw new Error(\"Given varint doesn't fit into 10 bytes\");e.realloc(10),function(t,e,r){r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,t>>>=7,r.buf[r.pos++]=127&t|128,r.buf[r.pos]=127&(t>>>=7)}(r,0,e),function(t,e){var r=(7&t)<<4;e.buf[e.pos++]|=r|((t>>>=3)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t|((t>>>=7)?128:0),t&&(e.buf[e.pos++]=127&t)))))}(n,e)}(t,this):(this.realloc(4),this.buf[this.pos++]=127&t|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=127&(t>>>=7)|(t>127?128:0),t<=127||(this.buf[this.pos++]=t>>>7&127))))},writeSVarint:function(t){this.writeVarint(t<0?2*-t-1:2*t)},writeBoolean:function(t){this.writeVarint(Boolean(t))},writeString:function(t){t=String(t),this.realloc(4*t.length),this.pos++;var e=this.pos;this.pos=function(t,e,r){for(var n,a,i=0;i<e.length;i++){if((n=e.charCodeAt(i))>55295&&n<57344){if(!a){n>56319||i+1===e.length?(t[r++]=239,t[r++]=191,t[r++]=189):a=n;continue}if(n<56320){t[r++]=239,t[r++]=191,t[r++]=189,a=n;continue}n=a-55296<<10|n-56320|65536,a=null}else a&&(t[r++]=239,t[r++]=191,t[r++]=189,a=null);n<128?t[r++]=n:(n<2048?t[r++]=n>>6|192:(n<65536?t[r++]=n>>12|224:(t[r++]=n>>18|240,t[r++]=n>>12&63|128),t[r++]=n>>6&63|128),t[r++]=63&n|128)}return r}(this.buf,t,this.pos);var r=this.pos-e;r>=128&&Xs(e,r,this),this.pos=e-1,this.writeVarint(r),this.pos+=r},writeFloat:function(t){this.realloc(4),qs(this.buf,t,this.pos,!0,23,4),this.pos+=4},writeDouble:function(t){this.realloc(8),qs(this.buf,t,this.pos,!0,52,8),this.pos+=8},writeBytes:function(t){var e=t.length;this.writeVarint(e),this.realloc(e);for(var r=0;r<e;r++)this.buf[this.pos++]=t[r]},writeRawMessage:function(t,e){this.pos++;var r=this.pos;t(e,this);var n=this.pos-r;n>=128&&Xs(r,n,this),this.pos=r-1,this.writeVarint(n),this.pos+=n},writeMessage:function(t,e,r){this.writeTag(t,Gs.Bytes),this.writeRawMessage(e,r)},writePackedVarint:function(t,e){e.length&&this.writeMessage(t,Js,e)},writePackedSVarint:function(t,e){e.length&&this.writeMessage(t,Ks,e)},writePackedBoolean:function(t,e){e.length&&this.writeMessage(t,tl,e)},writePackedFloat:function(t,e){e.length&&this.writeMessage(t,Qs,e)},writePackedDouble:function(t,e){e.length&&this.writeMessage(t,$s,e)},writePackedFixed32:function(t,e){e.length&&this.writeMessage(t,el,e)},writePackedSFixed32:function(t,e){e.length&&this.writeMessage(t,rl,e)},writePackedFixed64:function(t,e){e.length&&this.writeMessage(t,nl,e)},writePackedSFixed64:function(t,e){e.length&&this.writeMessage(t,al,e)},writeBytesField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeBytes(e)},writeFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFixed32(e)},writeSFixed32Field:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeSFixed32(e)},writeFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeFixed64(e)},writeSFixed64Field:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeSFixed64(e)},writeVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeVarint(e)},writeSVarintField:function(t,e){this.writeTag(t,Gs.Varint),this.writeSVarint(e)},writeStringField:function(t,e){this.writeTag(t,Gs.Bytes),this.writeString(e)},writeFloatField:function(t,e){this.writeTag(t,Gs.Fixed32),this.writeFloat(e)},writeDoubleField:function(t,e){this.writeTag(t,Gs.Fixed64),this.writeDouble(e)},writeBooleanField:function(t,e){this.writeVarintField(t,Boolean(e))}};var fl=function(t,e){var r=e.pixelRatio,n=e.version,a=e.stretchX,i=e.stretchY,o=e.content;this.paddedRect=t,this.pixelRatio=r,this.stretchX=a,this.stretchY=i,this.content=o,this.version=n},pl={tl:{configurable:!0},br:{configurable:!0},tlbr:{configurable:!0},displaySize:{configurable:!0}};pl.tl.get=function(){return[this.paddedRect.x+1,this.paddedRect.y+1]},pl.br.get=function(){return[this.paddedRect.x+this.paddedRect.w-1,this.paddedRect.y+this.paddedRect.h-1]},pl.tlbr.get=function(){return this.tl.concat(this.br)},pl.displaySize.get=function(){return[(this.paddedRect.w-2)/this.pixelRatio,(this.paddedRect.h-2)/this.pixelRatio]},Object.defineProperties(fl.prototype,pl);var dl=function(t,e){var r={},n={};this.haveRenderCallbacks=[];var a=[];this.addImages(t,r,a),this.addImages(e,n,a);var i=hl(a),o=new po({width:i.w||1,height:i.h||1});for(var s in t){var l=t[s],c=r[s].paddedRect;po.copy(l.data,o,{x:0,y:0},{x:c.x+1,y:c.y+1},l.data)}for(var u in e){var h=e[u],f=n[u].paddedRect,p=f.x+1,d=f.y+1,g=h.data.width,m=h.data.height;po.copy(h.data,o,{x:0,y:0},{x:p,y:d},h.data),po.copy(h.data,o,{x:0,y:m-1},{x:p,y:d-1},{width:g,height:1}),po.copy(h.data,o,{x:0,y:0},{x:p,y:d+m},{width:g,height:1}),po.copy(h.data,o,{x:g-1,y:0},{x:p-1,y:d},{width:1,height:m}),po.copy(h.data,o,{x:0,y:0},{x:p+g,y:d},{width:1,height:m})}this.image=o,this.iconPositions=r,this.patternPositions=n};dl.prototype.addImages=function(t,e,r){for(var n in t){var a=t[n],i={x:0,y:0,w:a.data.width+2,h:a.data.height+2};r.push(i),e[n]=new fl(i,a),a.hasRenderCallback&&this.haveRenderCallbacks.push(n)}},dl.prototype.patchUpdatedImages=function(t,e){for(var r in t.dispatchRenderCallbacks(this.haveRenderCallbacks),t.updatedImages)this.patchUpdatedImage(this.iconPositions[r],t.getImage(r),e),this.patchUpdatedImage(this.patternPositions[r],t.getImage(r),e)},dl.prototype.patchUpdatedImage=function(t,e,r){if(t&&e&&t.version!==e.version){t.version=e.version;var n=t.tl;r.update(e.data,void 0,{x:n[0],y:n[1]})}},Dn(\"ImagePosition\",fl),Dn(\"ImageAtlas\",dl);var gl={horizontal:1,vertical:2,horizontalOnly:3},ml=function(){this.scale=1,this.fontStack=\"\",this.imageName=null};ml.forText=function(t,e){var r=new ml;return r.scale=t||1,r.fontStack=e,r},ml.forImage=function(t){var e=new ml;return e.imageName=t,e};var vl=function(){this.text=\"\",this.sectionIndex=[],this.sections=[],this.imageSectionID=null};function yl(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var m,v=vl.fromFeature(t,a);h===gl.vertical&&v.verticalizePunctuation();var y=na.processBidirectionalText,x=na.processStyledBidirectionalText;if(y&&1===v.sections.length){m=[];for(var b=0,_=y(v.toString(),Ml(v,c,i,e,n,p,d));b<_.length;b+=1){var w=_[b],T=new vl;T.text=w,T.sections=v.sections;for(var k=0;k<w.length;k++)T.sectionIndex.push(0);m.push(T)}}else if(x){m=[];for(var M=0,A=x(v.text,v.sectionIndex,Ml(v,c,i,e,n,p,d));M<A.length;M+=1){var S=A[M],E=new vl;E.text=S[0],E.sectionIndex=S[1],E.sections=v.sections,m.push(E)}}else m=function(t,e){for(var r=[],n=t.text,a=0,i=0,o=e;i<o.length;i+=1){var s=o[i];r.push(t.substring(a,s)),a=s}return a<n.length&&r.push(t.substring(a,n.length)),r}(v,Ml(v,c,i,e,n,p,d));var C=[],L={positionedLines:C,text:v.toString(),top:u[1],bottom:u[1],left:u[0],right:u[0],writingMode:h,iconsInText:!1,verticalizable:!1};return function(t,e,r,n,a,i,o,s,l,c,u,h){for(var f=0,p=-17,d=0,g=0,m=\"right\"===s?1:\"left\"===s?0:.5,v=0,y=0,x=a;y<x.length;y+=1){var b=x[y];b.trim();var _=b.getMaxScale(),w=24*(_-1),T={positionedGlyphs:[],lineOffset:0};t.positionedLines[v]=T;var k=T.positionedGlyphs,M=0;if(b.length()){for(var A=0;A<b.length();A++){var S=b.getSection(A),E=b.getSectionIndex(A),C=b.getCharCode(A),L=0,P=null,I=null,z=null,O=24,D=!(l===gl.horizontal||!u&&!Hn(C)||u&&(xl[C]||(H=C,Vn.Arabic(H)||Vn[\"Arabic Supplement\"](H)||Vn[\"Arabic Extended-A\"](H)||Vn[\"Arabic Presentation Forms-A\"](H)||Vn[\"Arabic Presentation Forms-B\"](H))));if(S.imageName){var R=n[S.imageName];if(!R)continue;z=S.imageName,t.iconsInText=t.iconsInText||!0,I=R.paddedRect;var F=R.displaySize;S.scale=24*S.scale/h,L=w+(24-F[1]*S.scale),O=(P={width:F[0],height:F[1],left:1,top:-3,advance:D?F[1]:F[0]}).advance;var B=D?F[0]*S.scale-24*_:F[1]*S.scale-24*_;B>0&&B>M&&(M=B)}else{var N=r[S.fontStack],j=N&&N[C];if(j&&j.rect)I=j.rect,P=j.metrics;else{var U=e[S.fontStack],V=U&&U[C];if(!V)continue;P=V.metrics}L=24*(_-S.scale)}D?(t.verticalizable=!0,k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),f+=O*S.scale+c):(k.push({glyph:C,imageName:z,x:f,y:p+L,vertical:D,scale:S.scale,fontStack:S.fontStack,sectionIndex:E,metrics:P,rect:I}),f+=P.advance*S.scale+c)}0!==k.length&&(d=Math.max(f-c,d),Sl(k,0,k.length-1,m,M)),f=0;var q=i*_+M;T.lineOffset=Math.max(M,w),p+=q,g=Math.max(q,g),++v}else p+=i,++v}var H,G=p- -17,Y=Al(o),W=Y.horizontalAlign,Z=Y.verticalAlign;(function(t,e,r,n,a,i,o,s,l){var c,u=(e-r)*a;c=i!==o?-s*n- -17:(-n*l+.5)*o;for(var h=0,f=t;h<f.length;h+=1)for(var p=0,d=f[h].positionedGlyphs;p<d.length;p+=1){var g=d[p];g.x+=u,g.y+=c}})(t.positionedLines,m,W,Z,d,g,i,G,a.length),t.top+=-Z*G,t.bottom=t.top+G,t.left+=-W*d,t.right=t.left+d}(L,e,r,n,m,o,s,l,h,c,f,g),!function(t){for(var e=0,r=t;e<r.length;e+=1)if(0!==r[e].positionedGlyphs.length)return!1;return!0}(C)&&L}vl.fromFeature=function(t,e){for(var r=new vl,n=0;n<t.sections.length;n++){var a=t.sections[n];a.image?r.addImageSection(a):r.addTextSection(a,e)}return r},vl.prototype.length=function(){return this.text.length},vl.prototype.getSection=function(t){return this.sections[this.sectionIndex[t]]},vl.prototype.getSectionIndex=function(t){return this.sectionIndex[t]},vl.prototype.getCharCode=function(t){return this.text.charCodeAt(t)},vl.prototype.verticalizePunctuation=function(){this.text=function(t){for(var e=\"\",r=0;r<t.length;r++){var n=t.charCodeAt(r+1)||null,a=t.charCodeAt(r-1)||null;e+=n&&Gn(n)&&!Us[t[r+1]]||a&&Gn(a)&&!Us[t[r-1]]||!Us[t[r]]?t[r]:Us[t[r]]}return e}(this.text)},vl.prototype.trim=function(){for(var t=0,e=0;e<this.text.length&&xl[this.text.charCodeAt(e)];e++)t++;for(var r=this.text.length,n=this.text.length-1;n>=0&&n>=t&&xl[this.text.charCodeAt(n)];n--)r--;this.text=this.text.substring(t,r),this.sectionIndex=this.sectionIndex.slice(t,r)},vl.prototype.substring=function(t,e){var r=new vl;return r.text=this.text.substring(t,e),r.sectionIndex=this.sectionIndex.slice(t,e),r.sections=this.sections,r},vl.prototype.toString=function(){return this.text},vl.prototype.getMaxScale=function(){var t=this;return this.sectionIndex.reduce((function(e,r){return Math.max(e,t.sections[r].scale)}),0)},vl.prototype.addTextSection=function(t,e){this.text+=t.text,this.sections.push(ml.forText(t.scale,t.fontStack||e));for(var r=this.sections.length-1,n=0;n<t.text.length;++n)this.sectionIndex.push(r)},vl.prototype.addImageSection=function(t){var e=t.image?t.image.name:\"\";if(0!==e.length){var r=this.getNextImageSectionCharCode();r?(this.text+=String.fromCharCode(r),this.sections.push(ml.forImage(e)),this.sectionIndex.push(this.sections.length-1)):_(\"Reached maximum number of images 6401\")}else _(\"Can't add FormattedSection with an empty image.\")},vl.prototype.getNextImageSectionCharCode=function(){return this.imageSectionID?this.imageSectionID>=63743?null:++this.imageSectionID:(this.imageSectionID=57344,this.imageSectionID)};var xl={9:!0,10:!0,11:!0,12:!0,13:!0,32:!0},bl={};function _l(t,e,r,n,a,i){if(e.imageName){var o=n[e.imageName];return o?o.displaySize[0]*e.scale*24/i+a:0}var s=r[e.fontStack],l=s&&s[t];return l?l.metrics.advance*e.scale+a:0}function wl(t,e,r,n){var a=Math.pow(t-e,2);return n?t<e?a/2:2*a:a+Math.abs(r)*r}function Tl(t,e,r){var n=0;return 10===t&&(n-=1e4),r&&(n+=150),40!==t&&65288!==t||(n+=50),41!==e&&65289!==e||(n+=50),n}function kl(t,e,r,n,a,i){for(var o=null,s=wl(e,r,a,i),l=0,c=n;l<c.length;l+=1){var u=c[l],h=wl(e-u.x,r,a,i)+u.badness;h<=s&&(o=u,s=h)}return{index:t,x:e,priorBreak:o,badness:s}}function Ml(t,e,r,n,a,i,o){if(\"point\"!==i)return[];if(!t)return[];for(var s,l=[],c=function(t,e,r,n,a,i){for(var o=0,s=0;s<t.length();s++){var l=t.getSection(s);o+=_l(t.getCharCode(s),l,n,a,e,i)}return o/Math.max(1,Math.ceil(o/r))}(t,e,r,n,a,o),u=t.text.indexOf(\"\\u200b\")>=0,h=0,f=0;f<t.length();f++){var p=t.getSection(f),d=t.getCharCode(f);if(xl[d]||(h+=_l(d,p,n,a,e,o)),f<t.length()-1){var g=!((s=d)<11904||!(Vn[\"Bopomofo Extended\"](s)||Vn.Bopomofo(s)||Vn[\"CJK Compatibility Forms\"](s)||Vn[\"CJK Compatibility Ideographs\"](s)||Vn[\"CJK Compatibility\"](s)||Vn[\"CJK Radicals Supplement\"](s)||Vn[\"CJK Strokes\"](s)||Vn[\"CJK Symbols and Punctuation\"](s)||Vn[\"CJK Unified Ideographs Extension A\"](s)||Vn[\"CJK Unified 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o,s=t.image;if(s.content){var l=s.content,c=s.pixelRatio||1;o=[l[0]/c,l[1]/c,s.displaySize[0]-l[2]/c,s.displaySize[1]-l[3]/c]}var u,h,f,p,d=e.left*i,g=e.right*i;\"width\"===r||\"both\"===r?(p=a[0]+d-n[3],h=a[0]+g+n[1]):h=(p=a[0]+(d+g-s.displaySize[0])/2)+s.displaySize[0];var m=e.top*i,v=e.bottom*i;return\"height\"===r||\"both\"===r?(u=a[1]+m-n[0],f=a[1]+v+n[2]):f=(u=a[1]+(m+v-s.displaySize[1])/2)+s.displaySize[1],{image:s,top:u,right:h,bottom:f,left:p,collisionPadding:o}}bl[10]=!0,bl[32]=!0,bl[38]=!0,bl[40]=!0,bl[41]=!0,bl[43]=!0,bl[45]=!0,bl[47]=!0,bl[173]=!0,bl[183]=!0,bl[8203]=!0,bl[8208]=!0,bl[8211]=!0,bl[8231]=!0;var Cl=function(t){function e(e,r,n,a){t.call(this,e,r),this.angle=n,void 0!==a&&(this.segment=a)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.clone=function(){return new e(this.x,this.y,this.angle,this.segment)},e}(a);function Ll(t,e){var 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Fa,this.programConfigurations=t,this.segments=new ai,this.dynamicLayoutVertexArray=new Pa,this.opacityVertexArray=new Ia,this.placedSymbolArray=new Ja};cc.prototype.isEmpty=function(){return 0===this.layoutVertexArray.length&&0===this.indexArray.length&&0===this.dynamicLayoutVertexArray.length&&0===this.opacityVertexArray.length},cc.prototype.upload=function(t,e,r,n){this.isEmpty()||(r&&(this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,Ds.members),this.indexBuffer=t.createIndexBuffer(this.indexArray,e),this.dynamicLayoutVertexBuffer=t.createVertexBuffer(this.dynamicLayoutVertexArray,Rs.members,!0),this.opacityVertexBuffer=t.createVertexBuffer(this.opacityVertexArray,ic,!0),this.opacityVertexBuffer.itemSize=1),(r||n)&&this.programConfigurations.upload(t))},cc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.programConfigurations.destroy(),this.segments.destroy(),this.dynamicLayoutVertexBuffer.destroy(),this.opacityVertexBuffer.destroy())},Dn(\"SymbolBuffers\",cc);var uc=function(t,e,r){this.layoutVertexArray=new t,this.layoutAttributes=e,this.indexArray=new r,this.segments=new ai,this.collisionVertexArray=new Ra};uc.prototype.upload=function(t){this.layoutVertexBuffer=t.createVertexBuffer(this.layoutVertexArray,this.layoutAttributes),this.indexBuffer=t.createIndexBuffer(this.indexArray),this.collisionVertexBuffer=t.createVertexBuffer(this.collisionVertexArray,Fs.members,!0)},uc.prototype.destroy=function(){this.layoutVertexBuffer&&(this.layoutVertexBuffer.destroy(),this.indexBuffer.destroy(),this.segments.destroy(),this.collisionVertexBuffer.destroy())},Dn(\"CollisionBuffers\",uc);var hc=function(t){this.collisionBoxArray=t.collisionBoxArray,this.zoom=t.zoom,this.overscaling=t.overscaling,this.layers=t.layers,this.layerIds=this.layers.map((function(t){return t.id})),this.index=t.index,this.pixelRatio=t.pixelRatio,this.sourceLayerIndex=t.sourceLayerIndex,this.hasPattern=!1,this.hasRTLText=!1,this.sortKeyRanges=[],this.collisionCircleArray=[],this.placementInvProjMatrix=eo([]),this.placementViewportMatrix=eo([]);var e=this.layers[0]._unevaluatedLayout._values;this.textSizeData=Ll(this.zoom,e[\"text-size\"]),this.iconSizeData=Ll(this.zoom,e[\"icon-size\"]);var r=this.layers[0].layout,n=r.get(\"symbol-sort-key\"),a=r.get(\"symbol-z-order\");this.sortFeaturesByKey=\"viewport-y\"!==a&&void 0!==n.constantOr(1),this.sortFeaturesByY=(\"viewport-y\"===a||\"auto\"===a&&!this.sortFeaturesByKey)&&(r.get(\"text-allow-overlap\")||r.get(\"icon-allow-overlap\")||r.get(\"text-ignore-placement\")||r.get(\"icon-ignore-placement\")),\"point\"===r.get(\"symbol-placement\")&&(this.writingModes=r.get(\"text-writing-mode\").map((function(t){return gl[t]}))),this.stateDependentLayerIds=this.layers.filter((function(t){return t.isStateDependent()})).map((function(t){return t.id})),this.sourceID=t.sourceID};hc.prototype.createArrays=function(){this.text=new cc(new Pi(Ds.members,this.layers,this.zoom,(function(t){return/^text/.test(t)}))),this.icon=new cc(new Pi(Ds.members,this.layers,this.zoom,(function(t){return/^icon/.test(t)}))),this.glyphOffsetArray=new $a,this.lineVertexArray=new ti,this.symbolInstances=new Qa},hc.prototype.calculateGlyphDependencies=function(t,e,r,n,a){for(var i=0;i<t.length;i++)if(e[t.charCodeAt(i)]=!0,(r||n)&&a){var o=Us[t.charAt(i)];o&&(e[o.charCodeAt(0)]=!0)}},hc.prototype.populate=function(t,e,r){var n=this.layers[0],a=n.layout,i=a.get(\"text-font\"),o=a.get(\"text-field\"),s=a.get(\"icon-image\"),l=(\"constant\"!==o.value.kind||o.value.value instanceof te&&!o.value.value.isEmpty()||o.value.value.toString().length>0)&&(\"constant\"!==i.value.kind||i.value.value.length>0),c=\"constant\"!==s.value.kind||!!s.value.value||Object.keys(s.parameters).length>0,u=a.get(\"symbol-sort-key\");if(this.features=[],l||c){for(var h=e.iconDependencies,f=e.glyphDependencies,p=e.availableImages,d=new aa(this.zoom),g=0,m=t;g<m.length;g+=1){var v=m[g],y=v.feature,x=v.id,b=v.index,_=v.sourceLayerIndex,w=n._featureFilter.needGeometry,T={type:y.type,id:x,properties:y.properties,geometry:w?Di(y):[]};if(n._featureFilter.filter(d,T,r)){w||(T.geometry=Di(y));var k=void 0;if(l){var M=n.getValueAndResolveTokens(\"text-field\",T,r,p),A=te.factory(M);lc(A)&&(this.hasRTLText=!0),(!this.hasRTLText||\"unavailable\"===ea()||this.hasRTLText&&na.isParsed())&&(k=js(A,n,T))}var S=void 0;if(c){var E=n.getValueAndResolveTokens(\"icon-image\",T,r,p);S=E instanceof ee?E:ee.fromString(E)}if(k||S){var C=this.sortFeaturesByKey?u.evaluate(T,{},r):void 0,L={id:x,text:k,icon:S,index:b,sourceLayerIndex:_,geometry:Di(y),properties:y.properties,type:ac[y.type],sortKey:C};if(this.features.push(L),S&&(h[S.name]=!0),k){var P=i.evaluate(T,{},r).join(\",\"),I=\"map\"===a.get(\"text-rotation-alignment\")&&\"point\"!==a.get(\"symbol-placement\");this.allowVerticalPlacement=this.writingModes&&this.writingModes.indexOf(gl.vertical)>=0;for(var z=0,O=k.sections;z<O.length;z+=1){var D=O[z];if(D.image)h[D.image.name]=!0;else{var R=qn(k.toString()),F=D.fontStack||P,B=f[F]=f[F]||{};this.calculateGlyphDependencies(D.text,B,I,this.allowVerticalPlacement,R)}}}}}}\"line\"===a.get(\"symbol-placement\")&&(this.features=function(t){var e={},r={},n=[],a=0;function i(e){n.push(t[e]),a++}function o(t,e,a){var i=r[t];return delete r[t],r[e]=i,n[i].geometry[0].pop(),n[i].geometry[0]=n[i].geometry[0].concat(a[0]),i}function s(t,r,a){var i=e[r];return delete e[r],e[t]=i,n[i].geometry[0].shift(),n[i].geometry[0]=a[0].concat(n[i].geometry[0]),i}function l(t,e,r){var n=r?e[0][e[0].length-1]:e[0][0];return t+\":\"+n.x+\":\"+n.y}for(var c=0;c<t.length;c++){var u=t[c],h=u.geometry,f=u.text?u.text.toString():null;if(f){var p=l(f,h),d=l(f,h,!0);if(p in r&&d in e&&r[p]!==e[d]){var g=s(p,d,h),m=o(p,d,n[g].geometry);delete e[p],delete r[d],r[l(f,n[m].geometry,!0)]=m,n[g].geometry=null}else p in r?o(p,d,h):d in e?s(p,d,h):(i(c),e[p]=a-1,r[d]=a-1)}else i(c)}return n.filter((function(t){return t.geometry}))}(this.features)),this.sortFeaturesByKey&&this.features.sort((function(t,e){return t.sortKey-e.sortKey}))}},hc.prototype.update=function(t,e,r){this.stateDependentLayers.length&&(this.text.programConfigurations.updatePaintArrays(t,e,this.layers,r),this.icon.programConfigurations.updatePaintArrays(t,e,this.layers,r))},hc.prototype.isEmpty=function(){return 0===this.symbolInstances.length&&!this.hasRTLText},hc.prototype.uploadPending=function(){return!this.uploaded||this.text.programConfigurations.needsUpload||this.icon.programConfigurations.needsUpload},hc.prototype.upload=function(t){!this.uploaded&&this.hasDebugData()&&(this.textCollisionBox.upload(t),this.iconCollisionBox.upload(t)),this.text.upload(t,this.sortFeaturesByY,!this.uploaded,this.text.programConfigurations.needsUpload),this.icon.upload(t,this.sortFeaturesByY,!this.uploaded,this.icon.programConfigurations.needsUpload),this.uploaded=!0},hc.prototype.destroyDebugData=function(){this.textCollisionBox.destroy(),this.iconCollisionBox.destroy()},hc.prototype.destroy=function(){this.text.destroy(),this.icon.destroy(),this.hasDebugData()&&this.destroyDebugData()},hc.prototype.addToLineVertexArray=function(t,e){var r=this.lineVertexArray.length;if(void 0!==t.segment){for(var n=t.dist(e[t.segment+1]),a=t.dist(e[t.segment]),i={},o=t.segment+1;o<e.length;o++)i[o]={x:e[o].x,y:e[o].y,tileUnitDistanceFromAnchor:n},o<e.length-1&&(n+=e[o+1].dist(e[o]));for(var s=t.segment||0;s>=0;s--)i[s]={x:e[s].x,y:e[s].y,tileUnitDistanceFromAnchor:a},s>0&&(a+=e[s-1].dist(e[s]));for(var l=0;l<e.length;l++){var c=i[l];this.lineVertexArray.emplaceBack(c.x,c.y,c.tileUnitDistanceFromAnchor)}}return{lineStartIndex:r,lineLength:this.lineVertexArray.length-r}},hc.prototype.addSymbols=function(t,e,r,n,a,i,o,s,l,c,u,h){for(var f=t.indexArray,p=t.layoutVertexArray,d=t.segments.prepareSegment(4*e.length,p,f,i.sortKey),g=this.glyphOffsetArray.length,m=d.vertexLength,v=this.allowVerticalPlacement&&o===gl.vertical?Math.PI/2:0,y=i.text&&i.text.sections,x=0;x<e.length;x++){var b=e[x],_=b.tl,w=b.tr,T=b.bl,k=b.br,M=b.tex,A=b.pixelOffsetTL,S=b.pixelOffsetBR,E=b.minFontScaleX,C=b.minFontScaleY,L=b.glyphOffset,P=b.isSDF,I=b.sectionIndex,z=d.vertexLength,O=L[1];oc(p,s.x,s.y,_.x,O+_.y,M.x,M.y,r,P,A.x,A.y,E,C),oc(p,s.x,s.y,w.x,O+w.y,M.x+M.w,M.y,r,P,S.x,A.y,E,C),oc(p,s.x,s.y,T.x,O+T.y,M.x,M.y+M.h,r,P,A.x,S.y,E,C),oc(p,s.x,s.y,k.x,O+k.y,M.x+M.w,M.y+M.h,r,P,S.x,S.y,E,C),sc(t.dynamicLayoutVertexArray,s,v),f.emplaceBack(z,z+1,z+2),f.emplaceBack(z+1,z+2,z+3),d.vertexLength+=4,d.primitiveLength+=2,this.glyphOffsetArray.emplaceBack(L[0]),x!==e.length-1&&I===e[x+1].sectionIndex||t.programConfigurations.populatePaintArrays(p.length,i,i.index,{},h,y&&y[I])}t.placedSymbolArray.emplaceBack(s.x,s.y,g,this.glyphOffsetArray.length-g,m,l,c,s.segment,r?r[0]:0,r?r[1]:0,n[0],n[1],o,0,!1,0,u)},hc.prototype._addCollisionDebugVertex=function(t,e,r,n,a,i){return e.emplaceBack(0,0),t.emplaceBack(r.x,r.y,n,a,Math.round(i.x),Math.round(i.y))},hc.prototype.addCollisionDebugVertices=function(t,e,r,n,i,o,s){var l=i.segments.prepareSegment(4,i.layoutVertexArray,i.indexArray),c=l.vertexLength,u=i.layoutVertexArray,h=i.collisionVertexArray,f=s.anchorX,p=s.anchorY;this._addCollisionDebugVertex(u,h,o,f,p,new a(t,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,e)),this._addCollisionDebugVertex(u,h,o,f,p,new a(r,n)),this._addCollisionDebugVertex(u,h,o,f,p,new a(t,n)),l.vertexLength+=4;var d=i.indexArray;d.emplaceBack(c,c+1),d.emplaceBack(c+1,c+2),d.emplaceBack(c+2,c+3),d.emplaceBack(c+3,c),l.primitiveLength+=4},hc.prototype.addDebugCollisionBoxes=function(t,e,r,n){for(var a=t;a<e;a++){var i=this.collisionBoxArray.get(a);this.addCollisionDebugVertices(i.x1,i.y1,i.x2,i.y2,n?this.textCollisionBox:this.iconCollisionBox,i.anchorPoint,r)}},hc.prototype.generateCollisionDebugBuffers=function(){this.hasDebugData()&&this.destroyDebugData(),this.textCollisionBox=new uc(Oa,Bs.members,qa),this.iconCollisionBox=new uc(Oa,Bs.members,qa);for(var t=0;t<this.symbolInstances.length;t++){var e=this.symbolInstances.get(t);this.addDebugCollisionBoxes(e.textBoxStartIndex,e.textBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.verticalTextBoxStartIndex,e.verticalTextBoxEndIndex,e,!0),this.addDebugCollisionBoxes(e.iconBoxStartIndex,e.iconBoxEndIndex,e,!1),this.addDebugCollisionBoxes(e.verticalIconBoxStartIndex,e.verticalIconBoxEndIndex,e,!1)}},hc.prototype._deserializeCollisionBoxesForSymbol=function(t,e,r,n,a,i,o,s,l){for(var c={},u=e;u<r;u++){var h=t.get(u);c.textBox={x1:h.x1,y1:h.y1,x2:h.x2,y2:h.y2,anchorPointX:h.anchorPointX,anchorPointY:h.anchorPointY},c.textFeatureIndex=h.featureIndex;break}for(var f=n;f<a;f++){var p=t.get(f);c.verticalTextBox={x1:p.x1,y1:p.y1,x2:p.x2,y2:p.y2,anchorPointX:p.anchorPointX,anchorPointY:p.anchorPointY},c.verticalTextFeatureIndex=p.featureIndex;break}for(var d=i;d<o;d++){var g=t.get(d);c.iconBox={x1:g.x1,y1:g.y1,x2:g.x2,y2:g.y2,anchorPointX:g.anchorPointX,anchorPointY:g.anchorPointY},c.iconFeatureIndex=g.featureIndex;break}for(var m=s;m<l;m++){var v=t.get(m);c.verticalIconBox={x1:v.x1,y1:v.y1,x2:v.x2,y2:v.y2,anchorPointX:v.anchorPointX,anchorPointY:v.anchorPointY},c.verticalIconFeatureIndex=v.featureIndex;break}return c},hc.prototype.deserializeCollisionBoxes=function(t){this.collisionArrays=[];for(var e=0;e<this.symbolInstances.length;e++){var r=this.symbolInstances.get(e);this.collisionArrays.push(this._deserializeCollisionBoxesForSymbol(t,r.textBoxStartIndex,r.textBoxEndIndex,r.verticalTextBoxStartIndex,r.verticalTextBoxEndIndex,r.iconBoxStartIndex,r.iconBoxEndIndex,r.verticalIconBoxStartIndex,r.verticalIconBoxEndIndex))}},hc.prototype.hasTextData=function(){return this.text.segments.get().length>0},hc.prototype.hasIconData=function(){return this.icon.segments.get().length>0},hc.prototype.hasDebugData=function(){return this.textCollisionBox&&this.iconCollisionBox},hc.prototype.hasTextCollisionBoxData=function(){return this.hasDebugData()&&this.textCollisionBox.segments.get().length>0},hc.prototype.hasIconCollisionBoxData=function(){return this.hasDebugData()&&this.iconCollisionBox.segments.get().length>0},hc.prototype.addIndicesForPlacedSymbol=function(t,e){for(var r=t.placedSymbolArray.get(e),n=r.vertexStartIndex+4*r.numGlyphs,a=r.vertexStartIndex;a<n;a+=4)t.indexArray.emplaceBack(a,a+1,a+2),t.indexArray.emplaceBack(a+1,a+2,a+3)},hc.prototype.getSortedSymbolIndexes=function(t){if(this.sortedAngle===t&&void 0!==this.symbolInstanceIndexes)return this.symbolInstanceIndexes;for(var e=Math.sin(t),r=Math.cos(t),n=[],a=[],i=[],o=0;o<this.symbolInstances.length;++o){i.push(o);var s=this.symbolInstances.get(o);n.push(0|Math.round(e*s.anchorX+r*s.anchorY)),a.push(s.featureIndex)}return i.sort((function(t,e){return n[t]-n[e]||a[e]-a[t]})),i},hc.prototype.addToSortKeyRanges=function(t,e){var r=this.sortKeyRanges[this.sortKeyRanges.length-1];r&&r.sortKey===e?r.symbolInstanceEnd=t+1:this.sortKeyRanges.push({sortKey:e,symbolInstanceStart:t,symbolInstanceEnd:t+1})},hc.prototype.sortFeatures=function(t){var e=this;if(this.sortFeaturesByY&&this.sortedAngle!==t&&!(this.text.segments.get().length>1||this.icon.segments.get().length>1)){this.symbolInstanceIndexes=this.getSortedSymbolIndexes(t),this.sortedAngle=t,this.text.indexArray.clear(),this.icon.indexArray.clear(),this.featureSortOrder=[];for(var r=0,n=this.symbolInstanceIndexes;r<n.length;r+=1){var a=this.symbolInstances.get(n[r]);this.featureSortOrder.push(a.featureIndex),[a.rightJustifiedTextSymbolIndex,a.centerJustifiedTextSymbolIndex,a.leftJustifiedTextSymbolIndex].forEach((function(t,r,n){t>=0&&n.indexOf(t)===r&&e.addIndicesForPlacedSymbol(e.text,t)})),a.verticalPlacedTextSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.text,a.verticalPlacedTextSymbolIndex),a.placedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.placedIconSymbolIndex),a.verticalPlacedIconSymbolIndex>=0&&this.addIndicesForPlacedSymbol(this.icon,a.verticalPlacedIconSymbolIndex)}this.text.indexBuffer&&this.text.indexBuffer.updateData(this.text.indexArray),this.icon.indexBuffer&&this.icon.indexBuffer.updateData(this.icon.indexArray)}},Dn(\"SymbolBucket\",hc,{omit:[\"layers\",\"collisionBoxArray\",\"features\",\"compareText\"]}),hc.MAX_GLYPHS=65535,hc.addDynamicAttributes=sc;var fc=new ya({\"symbol-placement\":new pa(At.layout_symbol[\"symbol-placement\"]),\"symbol-spacing\":new pa(At.layout_symbol[\"symbol-spacing\"]),\"symbol-avoid-edges\":new pa(At.layout_symbol[\"symbol-avoid-edges\"]),\"symbol-sort-key\":new da(At.layout_symbol[\"symbol-sort-key\"]),\"symbol-z-order\":new pa(At.layout_symbol[\"symbol-z-order\"]),\"icon-allow-overlap\":new pa(At.layout_symbol[\"icon-allow-overlap\"]),\"icon-ignore-placement\":new pa(At.layout_symbol[\"icon-ignore-placement\"]),\"icon-optional\":new pa(At.layout_symbol[\"icon-optional\"]),\"icon-rotation-alignment\":new pa(At.layout_symbol[\"icon-rotation-alignment\"]),\"icon-size\":new da(At.layout_symbol[\"icon-size\"]),\"icon-text-fit\":new pa(At.layout_symbol[\"icon-text-fit\"]),\"icon-text-fit-padding\":new pa(At.layout_symbol[\"icon-text-fit-padding\"]),\"icon-image\":new da(At.layout_symbol[\"icon-image\"]),\"icon-rotate\":new da(At.layout_symbol[\"icon-rotate\"]),\"icon-padding\":new pa(At.layout_symbol[\"icon-padding\"]),\"icon-keep-upright\":new pa(At.layout_symbol[\"icon-keep-upright\"]),\"icon-offset\":new da(At.layout_symbol[\"icon-offset\"]),\"icon-anchor\":new da(At.layout_symbol[\"icon-anchor\"]),\"icon-pitch-alignment\":new pa(At.layout_symbol[\"icon-pitch-alignment\"]),\"text-pitch-alignment\":new pa(At.layout_symbol[\"text-pitch-alignment\"]),\"text-rotation-alignment\":new pa(At.layout_symbol[\"text-rotation-alignment\"]),\"text-field\":new da(At.layout_symbol[\"text-field\"]),\"text-font\":new da(At.layout_symbol[\"text-font\"]),\"text-size\":new da(At.layout_symbol[\"text-size\"]),\"text-max-width\":new da(At.layout_symbol[\"text-max-width\"]),\"text-line-height\":new pa(At.layout_symbol[\"text-line-height\"]),\"text-letter-spacing\":new da(At.layout_symbol[\"text-letter-spacing\"]),\"text-justify\":new da(At.layout_symbol[\"text-justify\"]),\"text-radial-offset\":new da(At.layout_symbol[\"text-radial-offset\"]),\"text-variable-anchor\":new pa(At.layout_symbol[\"text-variable-anchor\"]),\"text-anchor\":new da(At.layout_symbol[\"text-anchor\"]),\"text-max-angle\":new pa(At.layout_symbol[\"text-max-angle\"]),\"text-writing-mode\":new pa(At.layout_symbol[\"text-writing-mode\"]),\"text-rotate\":new da(At.layout_symbol[\"text-rotate\"]),\"text-padding\":new pa(At.layout_symbol[\"text-padding\"]),\"text-keep-upright\":new pa(At.layout_symbol[\"text-keep-upright\"]),\"text-transform\":new da(At.layout_symbol[\"text-transform\"]),\"text-offset\":new da(At.layout_symbol[\"text-offset\"]),\"text-allow-overlap\":new pa(At.layout_symbol[\"text-allow-overlap\"]),\"text-ignore-placement\":new pa(At.layout_symbol[\"text-ignore-placement\"]),\"text-optional\":new pa(At.layout_symbol[\"text-optional\"])}),pc={paint:new ya({\"icon-opacity\":new da(At.paint_symbol[\"icon-opacity\"]),\"icon-color\":new da(At.paint_symbol[\"icon-color\"]),\"icon-halo-color\":new da(At.paint_symbol[\"icon-halo-color\"]),\"icon-halo-width\":new da(At.paint_symbol[\"icon-halo-width\"]),\"icon-halo-blur\":new da(At.paint_symbol[\"icon-halo-blur\"]),\"icon-translate\":new pa(At.paint_symbol[\"icon-translate\"]),\"icon-translate-anchor\":new pa(At.paint_symbol[\"icon-translate-anchor\"]),\"text-opacity\":new da(At.paint_symbol[\"text-opacity\"]),\"text-color\":new da(At.paint_symbol[\"text-color\"],{runtimeType:Bt,getOverride:function(t){return t.textColor},hasOverride:function(t){return!!t.textColor}}),\"text-halo-color\":new da(At.paint_symbol[\"text-halo-color\"]),\"text-halo-width\":new da(At.paint_symbol[\"text-halo-width\"]),\"text-halo-blur\":new da(At.paint_symbol[\"text-halo-blur\"]),\"text-translate\":new pa(At.paint_symbol[\"text-translate\"]),\"text-translate-anchor\":new pa(At.paint_symbol[\"text-translate-anchor\"])}),layout:fc},dc=function(t){this.type=t.property.overrides?t.property.overrides.runtimeType:Ot,this.defaultValue=t};dc.prototype.evaluate=function(t){if(t.formattedSection){var e=this.defaultValue.property.overrides;if(e&&e.hasOverride(t.formattedSection))return e.getOverride(t.formattedSection)}return t.feature&&t.featureState?this.defaultValue.evaluate(t.feature,t.featureState):this.defaultValue.property.specification.default},dc.prototype.eachChild=function(t){this.defaultValue.isConstant()||t(this.defaultValue.value._styleExpression.expression)},dc.prototype.outputDefined=function(){return!1},dc.prototype.serialize=function(){return null},Dn(\"FormatSectionOverride\",dc,{omit:[\"defaultValue\"]});var gc=function(t){function e(e){t.call(this,e,pc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.recalculate=function(e,r){if(t.prototype.recalculate.call(this,e,r),\"auto\"===this.layout.get(\"icon-rotation-alignment\")&&(this.layout._values[\"icon-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-rotation-alignment\")&&(this.layout._values[\"text-rotation-alignment\"]=\"point\"!==this.layout.get(\"symbol-placement\")?\"map\":\"viewport\"),\"auto\"===this.layout.get(\"text-pitch-alignment\")&&(this.layout._values[\"text-pitch-alignment\"]=this.layout.get(\"text-rotation-alignment\")),\"auto\"===this.layout.get(\"icon-pitch-alignment\")&&(this.layout._values[\"icon-pitch-alignment\"]=this.layout.get(\"icon-rotation-alignment\")),\"point\"===this.layout.get(\"symbol-placement\")){var n=this.layout.get(\"text-writing-mode\");if(n){for(var a=[],i=0,o=n;i<o.length;i+=1){var s=o[i];a.indexOf(s)<0&&a.push(s)}this.layout._values[\"text-writing-mode\"]=a}else this.layout._values[\"text-writing-mode\"]=[\"horizontal\"]}this._setPaintOverrides()},e.prototype.getValueAndResolveTokens=function(t,e,r,n){var a=this.layout.get(t).evaluate(e,{},r,n),i=this._unevaluatedLayout._values[t];return i.isDataDriven()||Vr(i.value)||!a?a:function(t,e){return e.replace(/{([^{}]+)}/g,(function(e,r){return r in t?String(t[r]):\"\"}))}(e.properties,a)},e.prototype.createBucket=function(t){return new hc(t)},e.prototype.queryRadius=function(){return 0},e.prototype.queryIntersectsFeature=function(){return!1},e.prototype._setPaintOverrides=function(){for(var t=0,r=pc.paint.overridableProperties;t<r.length;t+=1){var n=r[t];if(e.hasPaintOverride(this.layout,n)){var a,i=this.paint.get(n),o=new dc(i),s=new Ur(o,i.property.specification);a=\"constant\"===i.value.kind||\"source\"===i.value.kind?new Hr(\"source\",s):new Gr(\"composite\",s,i.value.zoomStops,i.value._interpolationType),this.paint._values[n]=new ha(i.property,a,i.parameters)}}},e.prototype._handleOverridablePaintPropertyUpdate=function(t,r,n){return!(!this.layout||r.isDataDriven()||n.isDataDriven())&&e.hasPaintOverride(this.layout,t)},e.hasPaintOverride=function(t,e){var r=t.get(\"text-field\"),n=pc.paint.properties[e],a=!1,i=function(t){for(var e=0,r=t;e<r.length;e+=1)if(n.overrides&&n.overrides.hasOverride(r[e]))return void(a=!0)};if(\"constant\"===r.value.kind&&r.value.value instanceof te)i(r.value.value.sections);else if(\"source\"===r.value.kind){var o=function(t){a||(t instanceof oe&&ae(t.value)===Vt?i(t.value.sections):t instanceof ue?i(t.sections):t.eachChild(o))},s=r.value;s._styleExpression&&o(s._styleExpression.expression)}return a},e}(xa),mc={paint:new ya({\"background-color\":new pa(At.paint_background[\"background-color\"]),\"background-pattern\":new ma(At.paint_background[\"background-pattern\"]),\"background-opacity\":new pa(At.paint_background[\"background-opacity\"])})},vc=function(t){function e(e){t.call(this,e,mc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xa),yc={paint:new ya({\"raster-opacity\":new pa(At.paint_raster[\"raster-opacity\"]),\"raster-hue-rotate\":new pa(At.paint_raster[\"raster-hue-rotate\"]),\"raster-brightness-min\":new pa(At.paint_raster[\"raster-brightness-min\"]),\"raster-brightness-max\":new pa(At.paint_raster[\"raster-brightness-max\"]),\"raster-saturation\":new pa(At.paint_raster[\"raster-saturation\"]),\"raster-contrast\":new pa(At.paint_raster[\"raster-contrast\"]),\"raster-resampling\":new pa(At.paint_raster[\"raster-resampling\"]),\"raster-fade-duration\":new pa(At.paint_raster[\"raster-fade-duration\"])})},xc=function(t){function e(e){t.call(this,e,yc)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(xa),bc=function(t){function e(e){t.call(this,e,{}),this.implementation=e}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.is3D=function(){return\"3d\"===this.implementation.renderingMode},e.prototype.hasOffscreenPass=function(){return void 0!==this.implementation.prerender},e.prototype.recalculate=function(){},e.prototype.updateTransitions=function(){},e.prototype.hasTransition=function(){},e.prototype.serialize=function(){},e.prototype.onAdd=function(t){this.implementation.onAdd&&this.implementation.onAdd(t,t.painter.context.gl)},e.prototype.onRemove=function(t){this.implementation.onRemove&&this.implementation.onRemove(t,t.painter.context.gl)},e}(xa),_c={circle:oo,heatmap:vo,hillshade:xo,fill:is,\"fill-extrusion\":ws,line:zs,symbol:gc,background:vc,raster:xc},wc=self.HTMLImageElement,Tc=self.HTMLCanvasElement,kc=self.HTMLVideoElement,Mc=self.ImageData,Ac=self.ImageBitmap,Sc=function(t,e,r,n){this.context=t,this.format=r,this.texture=t.gl.createTexture(),this.update(e,n)};Sc.prototype.update=function(t,e,r){var n=t.width,a=t.height,i=!(this.size&&this.size[0]===n&&this.size[1]===a||r),o=this.context,s=o.gl;if(this.useMipmap=Boolean(e&&e.useMipmap),s.bindTexture(s.TEXTURE_2D,this.texture),o.pixelStoreUnpackFlipY.set(!1),o.pixelStoreUnpack.set(1),o.pixelStoreUnpackPremultiplyAlpha.set(this.format===s.RGBA&&(!e||!1!==e.premultiply)),i)this.size=[n,a],t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texImage2D(s.TEXTURE_2D,0,this.format,this.format,s.UNSIGNED_BYTE,t):s.texImage2D(s.TEXTURE_2D,0,this.format,n,a,0,this.format,s.UNSIGNED_BYTE,t.data);else{var l=r||{x:0,y:0},c=l.x,u=l.y;t instanceof wc||t instanceof Tc||t instanceof kc||t instanceof Mc||Ac&&t instanceof Ac?s.texSubImage2D(s.TEXTURE_2D,0,c,u,s.RGBA,s.UNSIGNED_BYTE,t):s.texSubImage2D(s.TEXTURE_2D,0,c,u,n,a,s.RGBA,s.UNSIGNED_BYTE,t.data)}this.useMipmap&&this.isSizePowerOfTwo()&&s.generateMipmap(s.TEXTURE_2D)},Sc.prototype.bind=function(t,e,r){var n=this.context.gl;n.bindTexture(n.TEXTURE_2D,this.texture),r!==n.LINEAR_MIPMAP_NEAREST||this.isSizePowerOfTwo()||(r=n.LINEAR),t!==this.filter&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,t),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,r||t),this.filter=t),e!==this.wrap&&(n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,e),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,e),this.wrap=e)},Sc.prototype.isSizePowerOfTwo=function(){return this.size[0]===this.size[1]&&Math.log(this.size[0])/Math.LN2%1==0},Sc.prototype.destroy=function(){this.context.gl.deleteTexture(this.texture),this.texture=null};var Ec=function(t){var e=this;this._callback=t,this._triggered=!1,\"undefined\"!=typeof MessageChannel&&(this._channel=new MessageChannel,this._channel.port2.onmessage=function(){e._triggered=!1,e._callback()})};Ec.prototype.trigger=function(){var t=this;this._triggered||(this._triggered=!0,this._channel?this._channel.port1.postMessage(!0):setTimeout((function(){t._triggered=!1,t._callback()}),0))},Ec.prototype.remove=function(){delete this._channel,this._callback=function(){}};var Cc=function(t,e,r){this.target=t,this.parent=e,this.mapId=r,this.callbacks={},this.tasks={},this.taskQueue=[],this.cancelCallbacks={},g([\"receive\",\"process\"],this),this.invoker=new Ec(this.process),this.target.addEventListener(\"message\",this.receive,!1),this.globalScope=k()?t:self};function Lc(t,e,r){var n=2*Math.PI*6378137/256/Math.pow(2,r);return[t*n-2*Math.PI*6378137/2,e*n-2*Math.PI*6378137/2]}Cc.prototype.send=function(t,e,r,n,a){var i=this;void 0===a&&(a=!1);var o=Math.round(1e18*Math.random()).toString(36).substring(0,10);r&&(this.callbacks[o]=r);var s=S(this.globalScope)?void 0:[];return this.target.postMessage({id:o,type:t,hasCallback:!!r,targetMapId:n,mustQueue:a,sourceMapId:this.mapId,data:Nn(e,s)},s),{cancel:function(){r&&delete i.callbacks[o],i.target.postMessage({id:o,type:\"<cancel>\",targetMapId:n,sourceMapId:i.mapId})}}},Cc.prototype.receive=function(t){var e=t.data,r=e.id;if(r&&(!e.targetMapId||this.mapId===e.targetMapId))if(\"<cancel>\"===e.type){delete this.tasks[r];var n=this.cancelCallbacks[r];delete this.cancelCallbacks[r],n&&n()}else k()||e.mustQueue?(this.tasks[r]=e,this.taskQueue.push(r),this.invoker.trigger()):this.processTask(r,e)},Cc.prototype.process=function(){if(this.taskQueue.length){var t=this.taskQueue.shift(),e=this.tasks[t];delete this.tasks[t],this.taskQueue.length&&this.invoker.trigger(),e&&this.processTask(t,e)}},Cc.prototype.processTask=function(t,e){var r=this;if(\"<response>\"===e.type){var n=this.callbacks[t];delete this.callbacks[t],n&&(e.error?n(jn(e.error)):n(null,jn(e.data)))}else{var a=!1,i=S(this.globalScope)?void 0:[],o=e.hasCallback?function(e,n){a=!0,delete r.cancelCallbacks[t],r.target.postMessage({id:t,type:\"<response>\",sourceMapId:r.mapId,error:e?Nn(e):null,data:Nn(n,i)},i)}:function(t){a=!0},s=null,l=jn(e.data);if(this.parent[e.type])s=this.parent[e.type](e.sourceMapId,l,o);else if(this.parent.getWorkerSource){var c=e.type.split(\".\");s=this.parent.getWorkerSource(e.sourceMapId,c[0],l.source)[c[1]](l,o)}else o(new Error(\"Could not find function \"+e.type));!a&&s&&s.cancel&&(this.cancelCallbacks[t]=s.cancel)}},Cc.prototype.remove=function(){this.invoker.remove(),this.target.removeEventListener(\"message\",this.receive,!1)};var Pc=function(t,e){t&&(e?this.setSouthWest(t).setNorthEast(e):4===t.length?this.setSouthWest([t[0],t[1]]).setNorthEast([t[2],t[3]]):this.setSouthWest(t[0]).setNorthEast(t[1]))};Pc.prototype.setNorthEast=function(t){return this._ne=t instanceof Ic?new Ic(t.lng,t.lat):Ic.convert(t),this},Pc.prototype.setSouthWest=function(t){return this._sw=t instanceof Ic?new Ic(t.lng,t.lat):Ic.convert(t),this},Pc.prototype.extend=function(t){var e,r,n=this._sw,a=this._ne;if(t instanceof Ic)e=t,r=t;else{if(!(t instanceof Pc))return Array.isArray(t)?4===t.length||t.every(Array.isArray)?this.extend(Pc.convert(t)):this.extend(Ic.convert(t)):this;if(r=t._ne,!(e=t._sw)||!r)return this}return n||a?(n.lng=Math.min(e.lng,n.lng),n.lat=Math.min(e.lat,n.lat),a.lng=Math.max(r.lng,a.lng),a.lat=Math.max(r.lat,a.lat)):(this._sw=new Ic(e.lng,e.lat),this._ne=new Ic(r.lng,r.lat)),this},Pc.prototype.getCenter=function(){return new Ic((this._sw.lng+this._ne.lng)/2,(this._sw.lat+this._ne.lat)/2)},Pc.prototype.getSouthWest=function(){return this._sw},Pc.prototype.getNorthEast=function(){return this._ne},Pc.prototype.getNorthWest=function(){return new Ic(this.getWest(),this.getNorth())},Pc.prototype.getSouthEast=function(){return new Ic(this.getEast(),this.getSouth())},Pc.prototype.getWest=function(){return this._sw.lng},Pc.prototype.getSouth=function(){return this._sw.lat},Pc.prototype.getEast=function(){return this._ne.lng},Pc.prototype.getNorth=function(){return this._ne.lat},Pc.prototype.toArray=function(){return[this._sw.toArray(),this._ne.toArray()]},Pc.prototype.toString=function(){return\"LngLatBounds(\"+this._sw.toString()+\", \"+this._ne.toString()+\")\"},Pc.prototype.isEmpty=function(){return!(this._sw&&this._ne)},Pc.prototype.contains=function(t){var e=Ic.convert(t),r=e.lng,n=e.lat,a=this._sw.lng<=r&&r<=this._ne.lng;return this._sw.lng>this._ne.lng&&(a=this._sw.lng>=r&&r>=this._ne.lng),this._sw.lat<=n&&n<=this._ne.lat&&a},Pc.convert=function(t){return!t||t instanceof Pc?t:new Pc(t)};var Ic=function(t,e){if(isNaN(t)||isNaN(e))throw new Error(\"Invalid LngLat object: (\"+t+\", \"+e+\")\");if(this.lng=+t,this.lat=+e,this.lat>90||this.lat<-90)throw new Error(\"Invalid LngLat latitude value: must be between -90 and 90\")};Ic.prototype.wrap=function(){return new Ic(c(this.lng,-180,180),this.lat)},Ic.prototype.toArray=function(){return[this.lng,this.lat]},Ic.prototype.toString=function(){return\"LngLat(\"+this.lng+\", \"+this.lat+\")\"},Ic.prototype.distanceTo=function(t){var e=Math.PI/180,r=this.lat*e,n=t.lat*e,a=Math.sin(r)*Math.sin(n)+Math.cos(r)*Math.cos(n)*Math.cos((t.lng-this.lng)*e);return 6371008.8*Math.acos(Math.min(a,1))},Ic.prototype.toBounds=function(t){void 0===t&&(t=0);var e=360*t/40075017,r=e/Math.cos(Math.PI/180*this.lat);return new Pc(new Ic(this.lng-r,this.lat-e),new Ic(this.lng+r,this.lat+e))},Ic.convert=function(t){if(t instanceof Ic)return t;if(Array.isArray(t)&&(2===t.length||3===t.length))return new Ic(Number(t[0]),Number(t[1]));if(!Array.isArray(t)&&\"object\"==typeof t&&null!==t)return new Ic(Number(\"lng\"in t?t.lng:t.lon),Number(t.lat));throw new Error(\"`LngLatLike` argument must be specified as a LngLat instance, an object {lng: <lng>, lat: <lat>}, an object {lon: <lng>, lat: <lat>}, or an array of [<lng>, <lat>]\")};var zc=2*Math.PI*6371008.8;function Oc(t){return zc*Math.cos(t*Math.PI/180)}function Dc(t){return(180+t)/360}function Rc(t){return(180-180/Math.PI*Math.log(Math.tan(Math.PI/4+t*Math.PI/360)))/360}function Fc(t,e){return t/Oc(e)}function Bc(t){return 360/Math.PI*Math.atan(Math.exp((180-360*t)*Math.PI/180))-90}var Nc=function(t,e,r){void 0===r&&(r=0),this.x=+t,this.y=+e,this.z=+r};Nc.fromLngLat=function(t,e){void 0===e&&(e=0);var r=Ic.convert(t);return new Nc(Dc(r.lng),Rc(r.lat),Fc(e,r.lat))},Nc.prototype.toLngLat=function(){return new Ic(360*this.x-180,Bc(this.y))},Nc.prototype.toAltitude=function(){return this.z*Oc(Bc(this.y))},Nc.prototype.meterInMercatorCoordinateUnits=function(){return 1/zc*(t=Bc(this.y),1/Math.cos(t*Math.PI/180));var t};var jc=function(t,e,r){this.z=t,this.x=e,this.y=r,this.key=qc(0,t,t,e,r)};jc.prototype.equals=function(t){return this.z===t.z&&this.x===t.x&&this.y===t.y},jc.prototype.url=function(t,e){var r,n,a,i,o,s=(n=this.y,a=this.z,i=Lc(256*(r=this.x),256*(n=Math.pow(2,a)-n-1),a),o=Lc(256*(r+1),256*(n+1),a),i[0]+\",\"+i[1]+\",\"+o[0]+\",\"+o[1]),l=function(t,e,r){for(var n,a=\"\",i=t;i>0;i--)a+=(e&(n=1<<i-1)?1:0)+(r&n?2:0);return a}(this.z,this.x,this.y);return t[(this.x+this.y)%t.length].replace(\"{prefix}\",(this.x%16).toString(16)+(this.y%16).toString(16)).replace(\"{z}\",String(this.z)).replace(\"{x}\",String(this.x)).replace(\"{y}\",String(\"tms\"===e?Math.pow(2,this.z)-this.y-1:this.y)).replace(\"{quadkey}\",l).replace(\"{bbox-epsg-3857}\",s)},jc.prototype.getTilePoint=function(t){var e=Math.pow(2,this.z);return new a(8192*(t.x*e-this.x),8192*(t.y*e-this.y))},jc.prototype.toString=function(){return this.z+\"/\"+this.x+\"/\"+this.y};var Uc=function(t,e){this.wrap=t,this.canonical=e,this.key=qc(t,e.z,e.z,e.x,e.y)},Vc=function(t,e,r,n,a){this.overscaledZ=t,this.wrap=e,this.canonical=new jc(r,+n,+a),this.key=qc(e,t,r,n,a)};function qc(t,e,r,n,a){(t*=2)<0&&(t=-1*t-1);var i=1<<r;return(i*i*t+i*a+n).toString(36)+r.toString(36)+e.toString(36)}Vc.prototype.equals=function(t){return this.overscaledZ===t.overscaledZ&&this.wrap===t.wrap&&this.canonical.equals(t.canonical)},Vc.prototype.scaledTo=function(t){var e=this.canonical.z-t;return t>this.canonical.z?new Vc(t,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y):new Vc(t,this.wrap,t,this.canonical.x>>e,this.canonical.y>>e)},Vc.prototype.calculateScaledKey=function(t,e){var r=this.canonical.z-t;return t>this.canonical.z?qc(this.wrap*+e,t,this.canonical.z,this.canonical.x,this.canonical.y):qc(this.wrap*+e,t,t,this.canonical.x>>r,this.canonical.y>>r)},Vc.prototype.isChildOf=function(t){if(t.wrap!==this.wrap)return!1;var e=this.canonical.z-t.canonical.z;return 0===t.overscaledZ||t.overscaledZ<this.overscaledZ&&t.canonical.x===this.canonical.x>>e&&t.canonical.y===this.canonical.y>>e},Vc.prototype.children=function(t){if(this.overscaledZ>=t)return[new Vc(this.overscaledZ+1,this.wrap,this.canonical.z,this.canonical.x,this.canonical.y)];var e=this.canonical.z+1,r=2*this.canonical.x,n=2*this.canonical.y;return[new Vc(e,this.wrap,e,r,n),new Vc(e,this.wrap,e,r+1,n),new Vc(e,this.wrap,e,r,n+1),new Vc(e,this.wrap,e,r+1,n+1)]},Vc.prototype.isLessThan=function(t){return this.wrap<t.wrap||!(this.wrap>t.wrap)&&(this.overscaledZ<t.overscaledZ||!(this.overscaledZ>t.overscaledZ)&&(this.canonical.x<t.canonical.x||!(this.canonical.x>t.canonical.x)&&this.canonical.y<t.canonical.y))},Vc.prototype.wrapped=function(){return new Vc(this.overscaledZ,0,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.unwrapTo=function(t){return new Vc(this.overscaledZ,t,this.canonical.z,this.canonical.x,this.canonical.y)},Vc.prototype.overscaleFactor=function(){return Math.pow(2,this.overscaledZ-this.canonical.z)},Vc.prototype.toUnwrapped=function(){return new Uc(this.wrap,this.canonical)},Vc.prototype.toString=function(){return this.overscaledZ+\"/\"+this.canonical.x+\"/\"+this.canonical.y},Vc.prototype.getTilePoint=function(t){return this.canonical.getTilePoint(new Nc(t.x-this.wrap,t.y))},Dn(\"CanonicalTileID\",jc),Dn(\"OverscaledTileID\",Vc,{omit:[\"posMatrix\"]});var Hc=function(t,e,r){if(this.uid=t,e.height!==e.width)throw new RangeError(\"DEM tiles must be square\");if(r&&\"mapbox\"!==r&&\"terrarium\"!==r)return _('\"'+r+'\" is not a valid encoding type. Valid types include \"mapbox\" and \"terrarium\".');this.stride=e.height;var n=this.dim=e.height-2;this.data=new Uint32Array(e.data.buffer),this.encoding=r||\"mapbox\";for(var a=0;a<n;a++)this.data[this._idx(-1,a)]=this.data[this._idx(0,a)],this.data[this._idx(n,a)]=this.data[this._idx(n-1,a)],this.data[this._idx(a,-1)]=this.data[this._idx(a,0)],this.data[this._idx(a,n)]=this.data[this._idx(a,n-1)];this.data[this._idx(-1,-1)]=this.data[this._idx(0,0)],this.data[this._idx(n,-1)]=this.data[this._idx(n-1,0)],this.data[this._idx(-1,n)]=this.data[this._idx(0,n-1)],this.data[this._idx(n,n)]=this.data[this._idx(n-1,n-1)]};Hc.prototype.get=function(t,e){var r=new Uint8Array(this.data.buffer),n=4*this._idx(t,e);return(\"terrarium\"===this.encoding?this._unpackTerrarium:this._unpackMapbox)(r[n],r[n+1],r[n+2])},Hc.prototype.getUnpackVector=function(){return\"terrarium\"===this.encoding?[256,1,1/256,32768]:[6553.6,25.6,.1,1e4]},Hc.prototype._idx=function(t,e){if(t<-1||t>=this.dim+1||e<-1||e>=this.dim+1)throw new RangeError(\"out of range source coordinates for DEM data\");return(e+1)*this.stride+(t+1)},Hc.prototype._unpackMapbox=function(t,e,r){return(256*t*256+256*e+r)/10-1e4},Hc.prototype._unpackTerrarium=function(t,e,r){return 256*t+e+r/256-32768},Hc.prototype.getPixels=function(){return new po({width:this.stride,height:this.stride},new Uint8Array(this.data.buffer))},Hc.prototype.backfillBorder=function(t,e,r){if(this.dim!==t.dim)throw new Error(\"dem dimension mismatch\");var n=e*this.dim,a=e*this.dim+this.dim,i=r*this.dim,o=r*this.dim+this.dim;switch(e){case-1:n=a-1;break;case 1:a=n+1}switch(r){case-1:i=o-1;break;case 1:o=i+1}for(var s=-e*this.dim,l=-r*this.dim,c=i;c<o;c++)for(var u=n;u<a;u++)this.data[this._idx(u,c)]=t.data[this._idx(u+s,c+l)]},Dn(\"DEMData\",Hc);var Gc=function(t){this._stringToNumber={},this._numberToString=[];for(var e=0;e<t.length;e++){var r=t[e];this._stringToNumber[r]=e,this._numberToString[e]=r}};Gc.prototype.encode=function(t){return this._stringToNumber[t]},Gc.prototype.decode=function(t){return this._numberToString[t]};var Yc=function(t,e,r,n,a){this.type=\"Feature\",this._vectorTileFeature=t,t._z=e,t._x=r,t._y=n,this.properties=t.properties,this.id=a},Wc={geometry:{configurable:!0}};Wc.geometry.get=function(){return void 0===this._geometry&&(this._geometry=this._vectorTileFeature.toGeoJSON(this._vectorTileFeature._x,this._vectorTileFeature._y,this._vectorTileFeature._z).geometry),this._geometry},Wc.geometry.set=function(t){this._geometry=t},Yc.prototype.toJSON=function(){var t={geometry:this.geometry};for(var e in this)\"_geometry\"!==e&&\"_vectorTileFeature\"!==e&&(t[e]=this[e]);return t},Object.defineProperties(Yc.prototype,Wc);var Zc=function(){this.state={},this.stateChanges={},this.deletedStates={}};Zc.prototype.updateState=function(t,e,r){var n=String(e);if(this.stateChanges[t]=this.stateChanges[t]||{},this.stateChanges[t][n]=this.stateChanges[t][n]||{},u(this.stateChanges[t][n],r),null===this.deletedStates[t])for(var a in this.deletedStates[t]={},this.state[t])a!==n&&(this.deletedStates[t][a]=null);else if(this.deletedStates[t]&&null===this.deletedStates[t][n])for(var i in this.deletedStates[t][n]={},this.state[t][n])r[i]||(this.deletedStates[t][n][i]=null);else for(var o in r)this.deletedStates[t]&&this.deletedStates[t][n]&&null===this.deletedStates[t][n][o]&&delete this.deletedStates[t][n][o]},Zc.prototype.removeFeatureState=function(t,e,r){if(null!==this.deletedStates[t]){var n=String(e);if(this.deletedStates[t]=this.deletedStates[t]||{},r&&void 0!==e)null!==this.deletedStates[t][n]&&(this.deletedStates[t][n]=this.deletedStates[t][n]||{},this.deletedStates[t][n][r]=null);else if(void 0!==e)if(this.stateChanges[t]&&this.stateChanges[t][n])for(r in this.deletedStates[t][n]={},this.stateChanges[t][n])this.deletedStates[t][n][r]=null;else this.deletedStates[t][n]=null;else this.deletedStates[t]=null}},Zc.prototype.getState=function(t,e){var r=String(e),n=u({},(this.state[t]||{})[r],(this.stateChanges[t]||{})[r]);if(null===this.deletedStates[t])return{};if(this.deletedStates[t]){var a=this.deletedStates[t][e];if(null===a)return{};for(var i in a)delete n[i]}return n},Zc.prototype.initializeTileState=function(t,e){t.setFeatureState(this.state,e)},Zc.prototype.coalesceChanges=function(t,e){var r={};for(var n in this.stateChanges){this.state[n]=this.state[n]||{};var a={};for(var i in this.stateChanges[n])this.state[n][i]||(this.state[n][i]={}),u(this.state[n][i],this.stateChanges[n][i]),a[i]=this.state[n][i];r[n]=a}for(var o in this.deletedStates){this.state[o]=this.state[o]||{};var s={};if(null===this.deletedStates[o])for(var l in this.state[o])s[l]={},this.state[o][l]={};else for(var c in this.deletedStates[o]){if(null===this.deletedStates[o][c])this.state[o][c]={};else for(var h=0,f=Object.keys(this.deletedStates[o][c]);h<f.length;h+=1)delete this.state[o][c][f[h]];s[c]=this.state[o][c]}r[o]=r[o]||{},u(r[o],s)}if(this.stateChanges={},this.deletedStates={},0!==Object.keys(r).length)for(var p in t)t[p].setFeatureState(r,e)};var Xc=function(t,e){this.tileID=t,this.x=t.canonical.x,this.y=t.canonical.y,this.z=t.canonical.z,this.grid=new Ln(8192,16,0),this.grid3D=new Ln(8192,16,0),this.featureIndexArray=new ri,this.promoteId=e};function Jc(t,e,r,n,a){return v(t,(function(t,i){var o=e instanceof fa?e.get(i):null;return o&&o.evaluate?o.evaluate(r,n,a):o}))}function Kc(t){for(var e=1/0,r=1/0,n=-1/0,a=-1/0,i=0,o=t;i<o.length;i+=1){var s=o[i];e=Math.min(e,s.x),r=Math.min(r,s.y),n=Math.max(n,s.x),a=Math.max(a,s.y)}return{minX:e,minY:r,maxX:n,maxY:a}}function Qc(t,e){return e-t}Xc.prototype.insert=function(t,e,r,n,a,i){var o=this.featureIndexArray.length;this.featureIndexArray.emplaceBack(r,n,a);for(var s=i?this.grid3D:this.grid,l=0;l<e.length;l++){for(var c=e[l],u=[1/0,1/0,-1/0,-1/0],h=0;h<c.length;h++){var f=c[h];u[0]=Math.min(u[0],f.x),u[1]=Math.min(u[1],f.y),u[2]=Math.max(u[2],f.x),u[3]=Math.max(u[3],f.y)}u[0]<8192&&u[1]<8192&&u[2]>=0&&u[3]>=0&&s.insert(o,u[0],u[1],u[2],u[3])}},Xc.prototype.loadVTLayers=function(){return this.vtLayers||(this.vtLayers=new gs.VectorTile(new Hs(this.rawTileData)).layers,this.sourceLayerCoder=new Gc(this.vtLayers?Object.keys(this.vtLayers).sort():[\"_geojsonTileLayer\"])),this.vtLayers},Xc.prototype.query=function(t,e,r,n){var i=this;this.loadVTLayers();for(var o=t.params||{},s=8192/t.tileSize/t.scale,l=rn(o.filter),c=t.queryGeometry,u=t.queryPadding*s,h=Kc(c),f=this.grid.query(h.minX-u,h.minY-u,h.maxX+u,h.maxY+u),p=Kc(t.cameraQueryGeometry),d=0,g=this.grid3D.query(p.minX-u,p.minY-u,p.maxX+u,p.maxY+u,(function(e,r,n,i){return function(t,e,r,n,i){for(var o=0,s=t;o<s.length;o+=1){var l=s[o];if(e<=l.x&&r<=l.y&&n>=l.x&&i>=l.y)return!0}var c=[new a(e,r),new a(e,i),new a(n,i),new a(n,r)];if(t.length>2)for(var u=0,h=c;u<h.length;u+=1)if(Wi(t,h[u]))return!0;for(var f=0;f<t.length-1;f++)if(Zi(t[f],t[f+1],c))return!0;return!1}(t.cameraQueryGeometry,e-u,r-u,n+u,i+u)}));d<g.length;d+=1)f.push(g[d]);f.sort(Qc);for(var m,v={},y=function(a){var u=f[a];if(u!==m){m=u;var h=i.featureIndexArray.get(u),p=null;i.loadMatchingFeature(v,h.bucketIndex,h.sourceLayerIndex,h.featureIndex,l,o.layers,o.availableImages,e,r,n,(function(e,r,n){return p||(p=Di(e)),r.queryIntersectsFeature(c,e,n,p,i.z,t.transform,s,t.pixelPosMatrix)}))}},x=0;x<f.length;x++)y(x);return v},Xc.prototype.loadMatchingFeature=function(t,e,r,n,a,i,o,s,l,c,u){var h=this.bucketLayerIDs[e];if(!i||function(t,e){for(var r=0;r<t.length;r++)if(e.indexOf(t[r])>=0)return!0;return!1}(i,h)){var f=this.sourceLayerCoder.decode(r),p=this.vtLayers[f].feature(n);if(a.filter(new aa(this.tileID.overscaledZ),p))for(var d=this.getId(p,f),g=0;g<h.length;g++){var m=h[g];if(!(i&&i.indexOf(m)<0)){var v=s[m];if(v){var y={};void 0!==d&&c&&(y=c.getState(v.sourceLayer||\"_geojsonTileLayer\",d));var x=l[m];x.paint=Jc(x.paint,v.paint,p,y,o),x.layout=Jc(x.layout,v.layout,p,y,o);var b=!u||u(p,v,y);if(b){var _=new Yc(p,this.z,this.x,this.y,d);_.layer=x;var w=t[m];void 0===w&&(w=t[m]=[]),w.push({featureIndex:n,feature:_,intersectionZ:b})}}}}}},Xc.prototype.lookupSymbolFeatures=function(t,e,r,n,a,i,o,s){var l={};this.loadVTLayers();for(var c=rn(a),u=0,h=t;u<h.length;u+=1)this.loadMatchingFeature(l,r,n,h[u],c,i,o,s,e);return l},Xc.prototype.hasLayer=function(t){for(var e=0,r=this.bucketLayerIDs;e<r.length;e+=1)for(var n=0,a=r[e];n<a.length;n+=1)if(t===a[n])return!0;return!1},Xc.prototype.getId=function(t,e){var r=t.id;return this.promoteId&&\"boolean\"==typeof(r=t.properties[\"string\"==typeof this.promoteId?this.promoteId:this.promoteId[e]])&&(r=Number(r)),r},Dn(\"FeatureIndex\",Xc,{omit:[\"rawTileData\",\"sourceLayerCoder\"]});var $c=function(t,e){this.tileID=t,this.uid=f(),this.uses=0,this.tileSize=e,this.buckets={},this.expirationTime=null,this.queryPadding=0,this.hasSymbolBuckets=!1,this.hasRTLText=!1,this.dependencies={},this.expiredRequestCount=0,this.state=\"loading\"};$c.prototype.registerFadeDuration=function(t){var e=t+this.timeAdded;e<R.now()||this.fadeEndTime&&e<this.fadeEndTime||(this.fadeEndTime=e)},$c.prototype.wasRequested=function(){return\"errored\"===this.state||\"loaded\"===this.state||\"reloading\"===this.state},$c.prototype.loadVectorData=function(t,e,r){if(this.hasData()&&this.unloadVectorData(),this.state=\"loaded\",t){for(var n in t.featureIndex&&(this.latestFeatureIndex=t.featureIndex,t.rawTileData?(this.latestRawTileData=t.rawTileData,this.latestFeatureIndex.rawTileData=t.rawTileData):this.latestRawTileData&&(this.latestFeatureIndex.rawTileData=this.latestRawTileData)),this.collisionBoxArray=t.collisionBoxArray,this.buckets=function(t,e){var r={};if(!e)return r;for(var n=function(){var t=i[a],n=t.layerIds.map((function(t){return e.getLayer(t)})).filter(Boolean);if(0!==n.length){t.layers=n,t.stateDependentLayerIds&&(t.stateDependentLayers=t.stateDependentLayerIds.map((function(t){return n.filter((function(e){return e.id===t}))[0]})));for(var o=0,s=n;o<s.length;o+=1)r[s[o].id]=t}},a=0,i=t;a<i.length;a+=1)n();return r}(t.buckets,e.style),this.hasSymbolBuckets=!1,this.buckets){var a=this.buckets[n];if(a instanceof hc){if(this.hasSymbolBuckets=!0,!r)break;a.justReloaded=!0}}if(this.hasRTLText=!1,this.hasSymbolBuckets)for(var i in this.buckets){var o=this.buckets[i];if(o instanceof hc&&o.hasRTLText){this.hasRTLText=!0,na.isLoading()||na.isLoaded()||\"deferred\"!==ea()||ra();break}}for(var s in this.queryPadding=0,this.buckets){var l=this.buckets[s];this.queryPadding=Math.max(this.queryPadding,e.style.getLayer(s).queryRadius(l))}t.imageAtlas&&(this.imageAtlas=t.imageAtlas),t.glyphAtlasImage&&(this.glyphAtlasImage=t.glyphAtlasImage)}else this.collisionBoxArray=new Za},$c.prototype.unloadVectorData=function(){for(var t in this.buckets)this.buckets[t].destroy();this.buckets={},this.imageAtlasTexture&&this.imageAtlasTexture.destroy(),this.imageAtlas&&(this.imageAtlas=null),this.glyphAtlasTexture&&this.glyphAtlasTexture.destroy(),this.latestFeatureIndex=null,this.state=\"unloaded\"},$c.prototype.getBucket=function(t){return this.buckets[t.id]},$c.prototype.upload=function(t){for(var e in this.buckets){var r=this.buckets[e];r.uploadPending()&&r.upload(t)}var n=t.gl;this.imageAtlas&&!this.imageAtlas.uploaded&&(this.imageAtlasTexture=new Sc(t,this.imageAtlas.image,n.RGBA),this.imageAtlas.uploaded=!0),this.glyphAtlasImage&&(this.glyphAtlasTexture=new Sc(t,this.glyphAtlasImage,n.ALPHA),this.glyphAtlasImage=null)},$c.prototype.prepare=function(t){this.imageAtlas&&this.imageAtlas.patchUpdatedImages(t,this.imageAtlasTexture)},$c.prototype.queryRenderedFeatures=function(t,e,r,n,a,i,o,s,l,c){return this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData?this.latestFeatureIndex.query({queryGeometry:n,cameraQueryGeometry:a,scale:i,tileSize:this.tileSize,pixelPosMatrix:c,transform:s,params:o,queryPadding:this.queryPadding*l},t,e,r):{}},$c.prototype.querySourceFeatures=function(t,e){var r=this.latestFeatureIndex;if(r&&r.rawTileData){var n=r.loadVTLayers(),a=e?e.sourceLayer:\"\",i=n._geojsonTileLayer||n[a];if(i)for(var o=rn(e&&e.filter),s=this.tileID.canonical,l=s.z,c=s.x,u=s.y,h={z:l,x:c,y:u},f=0;f<i.length;f++){var p=i.feature(f);if(o.filter(new aa(this.tileID.overscaledZ),p)){var d=r.getId(p,a),g=new Yc(p,l,c,u,d);g.tile=h,t.push(g)}}}},$c.prototype.hasData=function(){return\"loaded\"===this.state||\"reloading\"===this.state||\"expired\"===this.state},$c.prototype.patternsLoaded=function(){return this.imageAtlas&&!!Object.keys(this.imageAtlas.patternPositions).length},$c.prototype.setExpiryData=function(t){var e=this.expirationTime;if(t.cacheControl){var r=M(t.cacheControl);r[\"max-age\"]&&(this.expirationTime=Date.now()+1e3*r[\"max-age\"])}else t.expires&&(this.expirationTime=new Date(t.expires).getTime());if(this.expirationTime){var n=Date.now(),a=!1;if(this.expirationTime>n)a=!1;else if(e)if(this.expirationTime<e)a=!0;else{var i=this.expirationTime-e;i?this.expirationTime=n+Math.max(i,3e4):a=!0}else a=!0;a?(this.expiredRequestCount++,this.state=\"expired\"):this.expiredRequestCount=0}},$c.prototype.getExpiryTimeout=function(){if(this.expirationTime)return this.expiredRequestCount?1e3*(1<<Math.min(this.expiredRequestCount-1,31)):Math.min(this.expirationTime-(new Date).getTime(),Math.pow(2,31)-1)},$c.prototype.setFeatureState=function(t,e){if(this.latestFeatureIndex&&this.latestFeatureIndex.rawTileData&&0!==Object.keys(t).length){var r=this.latestFeatureIndex.loadVTLayers();for(var n in this.buckets)if(e.style.hasLayer(n)){var a=this.buckets[n],i=a.layers[0].sourceLayer||\"_geojsonTileLayer\",o=r[i],s=t[i];if(o&&s&&0!==Object.keys(s).length){a.update(s,o,this.imageAtlas&&this.imageAtlas.patternPositions||{});var l=e&&e.style&&e.style.getLayer(n);l&&(this.queryPadding=Math.max(this.queryPadding,l.queryRadius(a)))}}}},$c.prototype.holdingForFade=function(){return void 0!==this.symbolFadeHoldUntil},$c.prototype.symbolFadeFinished=function(){return!this.symbolFadeHoldUntil||this.symbolFadeHoldUntil<R.now()},$c.prototype.clearFadeHold=function(){this.symbolFadeHoldUntil=void 0},$c.prototype.setHoldDuration=function(t){this.symbolFadeHoldUntil=R.now()+t},$c.prototype.setDependencies=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1)r[a[n]]=!0;this.dependencies[t]=r},$c.prototype.hasDependency=function(t,e){for(var r=0,n=t;r<n.length;r+=1){var a=this.dependencies[n[r]];if(a)for(var i=0,o=e;i<o.length;i+=1)if(a[o[i]])return!0}return!1};var tu=self.performance,eu=function(t){this._marks={start:[t.url,\"start\"].join(\"#\"),end:[t.url,\"end\"].join(\"#\"),measure:t.url.toString()},tu.mark(this._marks.start)};eu.prototype.finish=function(){tu.mark(this._marks.end);var t=tu.getEntriesByName(this._marks.measure);return 0===t.length&&(tu.measure(this._marks.measure,this._marks.start,this._marks.end),t=tu.getEntriesByName(this._marks.measure),tu.clearMarks(this._marks.start),tu.clearMarks(this._marks.end),tu.clearMeasures(this._marks.measure)),t},t.Actor=Cc,t.AlphaImage=fo,t.CanonicalTileID=jc,t.CollisionBoxArray=Za,t.Color=Kt,t.DEMData=Hc,t.DataConstantProperty=pa,t.DictionaryCoder=Gc,t.EXTENT=8192,t.ErrorEvent=kt,t.EvaluationParameters=aa,t.Event=Tt,t.Evented=Mt,t.FeatureIndex=Xc,t.FillBucket=rs,t.FillExtrusionBucket=xs,t.ImageAtlas=dl,t.ImagePosition=fl,t.LineBucket=Cs,t.LngLat=Ic,t.LngLatBounds=Pc,t.MercatorCoordinate=Nc,t.ONE_EM=24,t.OverscaledTileID=Vc,t.Point=a,t.Point$1=a,t.Properties=ya,t.Protobuf=Hs,t.RGBAImage=po,t.RequestManager=q,t.RequestPerformance=eu,t.ResourceType=ft,t.SegmentVector=ai,t.SourceFeatureState=Zc,t.StructArrayLayout1ui2=Ha,t.StructArrayLayout2f1f2i16=Da,t.StructArrayLayout2i4=Ma,t.StructArrayLayout3ui6=Fa,t.StructArrayLayout4i8=Aa,t.SymbolBucket=hc,t.Texture=Sc,t.Tile=$c,t.Transitionable=sa,t.Uniform1f=vi,t.Uniform1i=mi,t.Uniform2f=yi,t.Uniform3f=xi,t.Uniform4f=bi,t.UniformColor=_i,t.UniformMatrix4f=Ti,t.UnwrappedTileID=Uc,t.ValidationError=St,t.WritingMode=gl,t.ZoomHistory=Un,t.add=function(t,e,r){return t[0]=e[0]+r[0],t[1]=e[1]+r[1],t[2]=e[2]+r[2],t},t.addDynamicAttributes=sc,t.asyncAll=function(t,e,r){if(!t.length)return r(null,[]);var n=t.length,a=new Array(t.length),i=null;t.forEach((function(t,o){e(t,(function(t,e){t&&(i=t),a[o]=e,0==--n&&r(i,a)}))}))},t.bezier=o,t.bindAll=g,t.browser=R,t.cacheEntryPossiblyAdded=function(t){++ut>ot&&(t.getActor().send(\"enforceCacheSizeLimit\",it),ut=0)},t.clamp=l,t.clearTileCache=function(t){var e=self.caches.delete(\"mapbox-tiles\");t&&e.catch(t).then((function(){return t()}))},t.clipLine=jl,t.clone=function(t){var e=new to(16);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e[3]=t[3],e[4]=t[4],e[5]=t[5],e[6]=t[6],e[7]=t[7],e[8]=t[8],e[9]=t[9],e[10]=t[10],e[11]=t[11],e[12]=t[12],e[13]=t[13],e[14]=t[14],e[15]=t[15],e},t.clone$1=x,t.clone$2=function(t){var e=new to(3);return e[0]=t[0],e[1]=t[1],e[2]=t[2],e},t.collisionCircleLayout=Ns,t.config=F,t.create=function(){var t=new to(16);return 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r}function ht(t,e){var r=[];r.size=t.size,void 0!==t.start&&(r.start=t.start,r.end=t.end);for(var n=0;n<t.length;n+=3)r.push(t[n]+e,t[n+1],t[n+2]);return r}function ft(t,e){if(t.transformed)return t;var r,n,a,i=1<<t.z,o=t.x,s=t.y;for(r=0;r<t.features.length;r++){var l=t.features[r],c=l.geometry,u=l.type;if(l.geometry=[],1===u)for(n=0;n<c.length;n+=2)l.geometry.push(pt(c[n],c[n+1],e,i,o,s));else for(n=0;n<c.length;n++){var h=[];for(a=0;a<c[n].length;a+=2)h.push(pt(c[n][a],c[n][a+1],e,i,o,s));l.geometry.push(h)}}return t.transformed=!0,t}function pt(t,e,r,n,a,i){return[Math.round(r*(t*n-a)),Math.round(r*(e*n-i))]}function dt(t,e,r,n,a){for(var i=e===a.maxZoom?0:a.tolerance/((1<<e)*a.extent),o={features:[],numPoints:0,numSimplified:0,numFeatures:0,source:null,x:r,y:n,z:e,transformed:!1,minX:2,minY:1,maxX:-1,maxY:0},s=0;s<t.length;s++){o.numFeatures++,gt(o,t[s],i,a);var l=t[s].minX,c=t[s].minY,u=t[s].maxX,h=t[s].maxY;l<o.minX&&(o.minX=l),c<o.minY&&(o.minY=c),u>o.maxX&&(o.maxX=u),h>o.maxY&&(o.maxY=h)}return o}function gt(t,e,r,n){var a=e.geometry,i=e.type,o=[];if(\"Point\"===i||\"MultiPoint\"===i)for(var s=0;s<a.length;s+=3)o.push(a[s]),o.push(a[s+1]),t.numPoints++,t.numSimplified++;else if(\"LineString\"===i)mt(o,a,t,r,!1,!1);else if(\"MultiLineString\"===i||\"Polygon\"===i)for(s=0;s<a.length;s++)mt(o,a[s],t,r,\"Polygon\"===i,0===s);else if(\"MultiPolygon\"===i)for(var l=0;l<a.length;l++){var c=a[l];for(s=0;s<c.length;s++)mt(o,c[s],t,r,!0,0===s)}if(o.length){var u=e.tags||null;if(\"LineString\"===i&&n.lineMetrics){for(var h in u={},e.tags)u[h]=e.tags[h];u.mapbox_clip_start=a.start/a.size,u.mapbox_clip_end=a.end/a.size}var f={geometry:o,type:\"Polygon\"===i||\"MultiPolygon\"===i?3:\"LineString\"===i||\"MultiLineString\"===i?2:1,tags:u};null!==e.id&&(f.id=e.id),t.features.push(f)}}function mt(t,e,r,n,a,i){var o=n*n;if(n>0&&e.size<(a?o:n))r.numPoints+=e.length/3;else{for(var s=[],l=0;l<e.length;l+=3)(0===n||e[l+2]>o)&&(r.numSimplified++,s.push(e[l]),s.push(e[l+1])),r.numPoints++;a&&function(t,e){for(var r=0,n=0,a=t.length,i=a-2;n<a;i=n,n+=2)r+=(t[n]-t[i])*(t[n+1]+t[i+1]);if(r>0===e)for(n=0,a=t.length;n<a/2;n+=2){var o=t[n],s=t[n+1];t[n]=t[a-2-n],t[n+1]=t[a-1-n],t[a-2-n]=o,t[a-1-n]=s}}(s,i),t.push(s)}}function vt(t,e){var r=(e=this.options=function(t,e){for(var r in e)t[r]=e[r];return t}(Object.create(this.options),e)).debug;if(r&&console.time(\"preprocess data\"),e.maxZoom<0||e.maxZoom>24)throw new Error(\"maxZoom should be in the 0-24 range\");if(e.promoteId&&e.generateId)throw new Error(\"promoteId and generateId cannot be used together.\");var n=function(t,e){var r=[];if(\"FeatureCollection\"===t.type)for(var n=0;n<t.features.length;n++)J(r,t.features[n],e,n);else J(r,\"Feature\"===t.type?t:{geometry:t},e);return r}(t,e);this.tiles={},this.tileCoords=[],r&&(console.timeEnd(\"preprocess data\"),console.log(\"index: maxZoom: %d, maxPoints: %d\",e.indexMaxZoom,e.indexMaxPoints),console.time(\"generate tiles\"),this.stats={},this.total=0),(n=function(t,e){var r=e.buffer/e.extent,n=t,a=rt(t,1,-1-r,r,0,-1,2,e),i=rt(t,1,1-r,2+r,0,-1,2,e);return(a||i)&&(n=rt(t,1,-r,1+r,0,-1,2,e)||[],a&&(n=ut(a,1).concat(n)),i&&(n=n.concat(ut(i,-1)))),n}(n,e)).length&&this.splitTile(n,0,0,0),r&&(n.length&&console.log(\"features: %d, points: %d\",this.tiles[0].numFeatures,this.tiles[0].numPoints),console.timeEnd(\"generate tiles\"),console.log(\"tiles generated:\",this.total,JSON.stringify(this.stats)))}function yt(t,e,r){return 32*((1<<t)*r+e)+t}function xt(t,e){var r=t.tileID.canonical;if(!this._geoJSONIndex)return e(null,null);var n=this._geoJSONIndex.getTile(r.z,r.x,r.y);if(!n)return e(null,null);var a=new g(n.features),i=b(a);0===i.byteOffset&&i.byteLength===i.buffer.byteLength||(i=new Uint8Array(i)),e(null,{vectorTile:a,rawData:i.buffer})}F.prototype.load=function(t){var e=this.options,r=e.log,n=e.minZoom,a=e.maxZoom,i=e.nodeSize;r&&console.time(\"total time\");var o=\"prepare \"+t.length+\" points\";r&&console.time(o),this.points=t;for(var s=[],l=0;l<t.length;l++)t[l].geometry&&s.push(N(t[l],l));this.trees[a+1]=new D(s,G,Y,i,Float32Array),r&&console.timeEnd(o);for(var c=a;c>=n;c--){var u=+Date.now();s=this._cluster(s,c),this.trees[c]=new D(s,G,Y,i,Float32Array),r&&console.log(\"z%d: %d clusters in %dms\",c,s.length,+Date.now()-u)}return r&&console.timeEnd(\"total time\"),this},F.prototype.getClusters=function(t,e){var r=((t[0]+180)%360+360)%360-180,n=Math.max(-90,Math.min(90,t[1])),a=180===t[2]?180:((t[2]+180)%360+360)%360-180,i=Math.max(-90,Math.min(90,t[3]));if(t[2]-t[0]>=360)r=-180,a=180;else if(r>a){var o=this.getClusters([r,n,180,i],e),s=this.getClusters([-180,n,a,i],e);return o.concat(s)}for(var l=this.trees[this._limitZoom(e)],c=[],u=0,h=l.range(V(r),q(i),V(a),q(n));u<h.length;u+=1){var f=l.points[h[u]];c.push(f.numPoints?j(f):this.points[f.index])}return c},F.prototype.getChildren=function(t){var e=this._getOriginId(t),r=this._getOriginZoom(t),n=\"No cluster with the specified id.\",a=this.trees[r];if(!a)throw new Error(n);var i=a.points[e];if(!i)throw new Error(n);for(var o=this.options.radius/(this.options.extent*Math.pow(2,r-1)),s=[],l=0,c=a.within(i.x,i.y,o);l<c.length;l+=1){var u=a.points[c[l]];u.parentId===t&&s.push(u.numPoints?j(u):this.points[u.index])}if(0===s.length)throw new Error(n);return s},F.prototype.getLeaves=function(t,e,r){var n=[];return this._appendLeaves(n,t,e=e||10,r=r||0,0),n},F.prototype.getTile=function(t,e,r){var n=this.trees[this._limitZoom(t)],a=Math.pow(2,t),i=this.options,o=i.radius/i.extent,s=(r-o)/a,l=(r+1+o)/a,c={features:[]};return this._addTileFeatures(n.range((e-o)/a,s,(e+1+o)/a,l),n.points,e,r,a,c),0===e&&this._addTileFeatures(n.range(1-o/a,s,1,l),n.points,a,r,a,c),e===a-1&&this._addTileFeatures(n.range(0,s,o/a,l),n.points,-1,r,a,c),c.features.length?c:null},F.prototype.getClusterExpansionZoom=function(t){for(var e=this._getOriginZoom(t)-1;e<=this.options.maxZoom;){var r=this.getChildren(t);if(e++,1!==r.length)break;t=r[0].properties.cluster_id}return e},F.prototype._appendLeaves=function(t,e,r,n,a){for(var i=0,o=this.getChildren(e);i<o.length;i+=1){var s=o[i],l=s.properties;if(l&&l.cluster?a+l.point_count<=n?a+=l.point_count:a=this._appendLeaves(t,l.cluster_id,r,n,a):a<n?a++:t.push(s),t.length===r)break}return a},F.prototype._addTileFeatures=function(t,e,r,n,a,i){for(var o=0,s=t;o<s.length;o+=1){var l=e[s[o]],c=l.numPoints,u={type:1,geometry:[[Math.round(this.options.extent*(l.x*a-r)),Math.round(this.options.extent*(l.y*a-n))]],tags:c?U(l):this.points[l.index].properties},h=void 0;c?h=l.id:this.options.generateId?h=l.index:this.points[l.index].id&&(h=this.points[l.index].id),void 0!==h&&(u.id=h),i.features.push(u)}},F.prototype._limitZoom=function(t){return Math.max(this.options.minZoom,Math.min(t,this.options.maxZoom+1))},F.prototype._cluster=function(t,e){for(var r=[],n=this.options,a=n.reduce,i=n.radius/(n.extent*Math.pow(2,e)),o=0;o<t.length;o++){var s=t[o];if(!(s.zoom<=e)){s.zoom=e;for(var l=this.trees[e+1],c=l.within(s.x,s.y,i),u=s.numPoints||1,h=s.x*u,f=s.y*u,p=a&&u>1?this._map(s,!0):null,d=(o<<5)+(e+1)+this.points.length,g=0,m=c;g<m.length;g+=1){var v=l.points[m[g]];if(!(v.zoom<=e)){v.zoom=e;var y=v.numPoints||1;h+=v.x*y,f+=v.y*y,u+=y,v.parentId=d,a&&(p||(p=this._map(s,!0)),a(p,this._map(v)))}}1===u?r.push(s):(s.parentId=d,r.push(B(h/u,f/u,d,u,p)))}}return r},F.prototype._getOriginId=function(t){return t-this.points.length>>5},F.prototype._getOriginZoom=function(t){return(t-this.points.length)%32},F.prototype._map=function(t,e){if(t.numPoints)return e?H({},t.properties):t.properties;var r=this.points[t.index].properties,n=this.options.map(r);return e&&n===r?H({},n):n},vt.prototype.options={maxZoom:14,indexMaxZoom:5,indexMaxPoints:1e5,tolerance:3,extent:4096,buffer:64,lineMetrics:!1,promoteId:null,generateId:!1,debug:0},vt.prototype.splitTile=function(t,e,r,n,a,i,o){for(var s=[t,e,r,n],l=this.options,c=l.debug;s.length;){n=s.pop(),r=s.pop(),e=s.pop(),t=s.pop();var u=1<<e,h=yt(e,r,n),f=this.tiles[h];if(!f&&(c>1&&console.time(\"creation\"),f=this.tiles[h]=dt(t,e,r,n,l),this.tileCoords.push({z:e,x:r,y:n}),c)){c>1&&(console.log(\"tile z%d-%d-%d (features: %d, points: %d, simplified: %d)\",e,r,n,f.numFeatures,f.numPoints,f.numSimplified),console.timeEnd(\"creation\"));var p=\"z\"+e;this.stats[p]=(this.stats[p]||0)+1,this.total++}if(f.source=t,a){if(e===l.maxZoom||e===a)continue;var d=1<<a-e;if(r!==Math.floor(i/d)||n!==Math.floor(o/d))continue}else if(e===l.indexMaxZoom||f.numPoints<=l.indexMaxPoints)continue;if(f.source=null,0!==t.length){c>1&&console.time(\"clipping\");var g,m,v,y,x,b,_=.5*l.buffer/l.extent,w=.5-_,T=.5+_,k=1+_;g=m=v=y=null,x=rt(t,u,r-_,r+T,0,f.minX,f.maxX,l),b=rt(t,u,r+w,r+k,0,f.minX,f.maxX,l),t=null,x&&(g=rt(x,u,n-_,n+T,1,f.minY,f.maxY,l),m=rt(x,u,n+w,n+k,1,f.minY,f.maxY,l),x=null),b&&(v=rt(b,u,n-_,n+T,1,f.minY,f.maxY,l),y=rt(b,u,n+w,n+k,1,f.minY,f.maxY,l),b=null),c>1&&console.timeEnd(\"clipping\"),s.push(g||[],e+1,2*r,2*n),s.push(m||[],e+1,2*r,2*n+1),s.push(v||[],e+1,2*r+1,2*n),s.push(y||[],e+1,2*r+1,2*n+1)}}},vt.prototype.getTile=function(t,e,r){var n=this.options,a=n.extent,i=n.debug;if(t<0||t>24)return null;var o=1<<t,s=yt(t,e=(e%o+o)%o,r);if(this.tiles[s])return ft(this.tiles[s],a);i>1&&console.log(\"drilling down to z%d-%d-%d\",t,e,r);for(var l,c=t,u=e,h=r;!l&&c>0;)c--,u=Math.floor(u/2),h=Math.floor(h/2),l=this.tiles[yt(c,u,h)];return l&&l.source?(i>1&&console.log(\"found parent tile z%d-%d-%d\",c,u,h),i>1&&console.time(\"drilling down\"),this.splitTile(l.source,c,u,h,t,e,r),i>1&&console.timeEnd(\"drilling down\"),this.tiles[s]?ft(this.tiles[s],a):null):null};var bt=function(e){function r(t,r,n,a){e.call(this,t,r,n,xt),a&&(this.loadGeoJSON=a)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadData=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),this._pendingCallback=e,this._pendingLoadDataParams=t,this._state&&\"Idle\"!==this._state?this._state=\"NeedsLoadData\":(this._state=\"Coalescing\",this._loadData())},r.prototype._loadData=function(){var e=this;if(this._pendingCallback&&this._pendingLoadDataParams){var r=this._pendingCallback,n=this._pendingLoadDataParams;delete this._pendingCallback,delete this._pendingLoadDataParams;var a=!!(n&&n.request&&n.request.collectResourceTiming)&&new t.RequestPerformance(n.request);this.loadGeoJSON(n,(function(i,o){if(i||!o)return r(i);if(\"object\"!=typeof o)return r(new Error(\"Input data given to '\"+n.source+\"' is not a valid GeoJSON object.\"));!function t(e,r){var n,a=e&&e.type;if(\"FeatureCollection\"===a)for(n=0;n<e.features.length;n++)t(e.features[n],r);else if(\"GeometryCollection\"===a)for(n=0;n<e.geometries.length;n++)t(e.geometries[n],r);else if(\"Feature\"===a)t(e.geometry,r);else if(\"Polygon\"===a)h(e.coordinates,r);else if(\"MultiPolygon\"===a)for(n=0;n<e.coordinates.length;n++)h(e.coordinates[n],r);return e}(o,!0);try{e._geoJSONIndex=n.cluster?new F(function(e){var r=e.superclusterOptions,n=e.clusterProperties;if(!n||!r)return r;for(var a={},i={},o={accumulated:null,zoom:0},s={properties:null},l=Object.keys(n),c=0,u=l;c<u.length;c+=1){var h=u[c],f=n[h],p=f[0],d=t.createExpression(f[1]),g=t.createExpression(\"string\"==typeof p?[p,[\"accumulated\"],[\"get\",h]]:p);a[h]=d.value,i[h]=g.value}return r.map=function(t){s.properties=t;for(var e={},r=0,n=l;r<n.length;r+=1){var i=n[r];e[i]=a[i].evaluate(o,s)}return e},r.reduce=function(t,e){s.properties=e;for(var r=0,n=l;r<n.length;r+=1){var a=n[r];o.accumulated=t[a],t[a]=i[a].evaluate(o,s)}},r}(n)).load(o.features):function(t,e){return new vt(t,e)}(o,n.geojsonVtOptions)}catch(i){return r(i)}e.loaded={};var s={};if(a){var l=a.finish();l&&(s.resourceTiming={},s.resourceTiming[n.source]=JSON.parse(JSON.stringify(l)))}r(null,s)}))}},r.prototype.coalesce=function(){\"Coalescing\"===this._state?this._state=\"Idle\":\"NeedsLoadData\"===this._state&&(this._state=\"Coalescing\",this._loadData())},r.prototype.reloadTile=function(t,r){var n=this.loaded;return n&&n[t.uid]?e.prototype.reloadTile.call(this,t,r):this.loadTile(t,r)},r.prototype.loadGeoJSON=function(e,r){if(e.request)t.getJSON(e.request,r);else{if(\"string\"!=typeof e.data)return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"));try{return r(null,JSON.parse(e.data))}catch(t){return r(new Error(\"Input data given to '\"+e.source+\"' is not a valid GeoJSON object.\"))}}},r.prototype.removeSource=function(t,e){this._pendingCallback&&this._pendingCallback(null,{abandoned:!0}),e()},r.prototype.getClusterExpansionZoom=function(t,e){try{e(null,this._geoJSONIndex.getClusterExpansionZoom(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterChildren=function(t,e){try{e(null,this._geoJSONIndex.getChildren(t.clusterId))}catch(t){e(t)}},r.prototype.getClusterLeaves=function(t,e){try{e(null,this._geoJSONIndex.getLeaves(t.clusterId,t.limit,t.offset))}catch(t){e(t)}},r}(l),_t=function(e){var r=this;this.self=e,this.actor=new t.Actor(e,this),this.layerIndexes={},this.availableImages={},this.workerSourceTypes={vector:l,geojson:bt},this.workerSources={},this.demWorkerSources={},this.self.registerWorkerSource=function(t,e){if(r.workerSourceTypes[t])throw new Error('Worker source with name \"'+t+'\" already registered.');r.workerSourceTypes[t]=e},this.self.registerRTLTextPlugin=function(e){if(t.plugin.isParsed())throw new Error(\"RTL text plugin already registered.\");t.plugin.applyArabicShaping=e.applyArabicShaping,t.plugin.processBidirectionalText=e.processBidirectionalText,t.plugin.processStyledBidirectionalText=e.processStyledBidirectionalText}};return _t.prototype.setReferrer=function(t,e){this.referrer=e},_t.prototype.setImages=function(t,e,r){for(var n in this.availableImages[t]=e,this.workerSources[t]){var a=this.workerSources[t][n];for(var i in a)a[i].availableImages=e}r()},_t.prototype.setLayers=function(t,e,r){this.getLayerIndex(t).replace(e),r()},_t.prototype.updateLayers=function(t,e,r){this.getLayerIndex(t).update(e.layers,e.removedIds),r()},_t.prototype.loadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).loadTile(e,r)},_t.prototype.loadDEMTile=function(t,e,r){this.getDEMWorkerSource(t,e.source).loadTile(e,r)},_t.prototype.reloadTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).reloadTile(e,r)},_t.prototype.abortTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).abortTile(e,r)},_t.prototype.removeTile=function(t,e,r){this.getWorkerSource(t,e.type,e.source).removeTile(e,r)},_t.prototype.removeDEMTile=function(t,e){this.getDEMWorkerSource(t,e.source).removeTile(e)},_t.prototype.removeSource=function(t,e,r){if(this.workerSources[t]&&this.workerSources[t][e.type]&&this.workerSources[t][e.type][e.source]){var n=this.workerSources[t][e.type][e.source];delete this.workerSources[t][e.type][e.source],void 0!==n.removeSource?n.removeSource(e,r):r()}},_t.prototype.loadWorkerSource=function(t,e,r){try{this.self.importScripts(e.url),r()}catch(t){r(t.toString())}},_t.prototype.syncRTLPluginState=function(e,r,n){try{t.plugin.setState(r);var a=t.plugin.getPluginURL();if(t.plugin.isLoaded()&&!t.plugin.isParsed()&&null!=a){this.self.importScripts(a);var i=t.plugin.isParsed();n(i?void 0:new Error(\"RTL Text Plugin failed to import scripts from \"+a),i)}}catch(t){n(t.toString())}},_t.prototype.getAvailableImages=function(t){var e=this.availableImages[t];return e||(e=[]),e},_t.prototype.getLayerIndex=function(t){var e=this.layerIndexes[t];return e||(e=this.layerIndexes[t]=new n),e},_t.prototype.getWorkerSource=function(t,e,r){var n=this;return this.workerSources[t]||(this.workerSources[t]={}),this.workerSources[t][e]||(this.workerSources[t][e]={}),this.workerSources[t][e][r]||(this.workerSources[t][e][r]=new 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t=document.createElement(\"canvas\");t.width=t.height=1;var e=t.getContext(\"2d\");if(!e)return!1;var r=e.getImageData(0,0,1,1);return r&&r.width===t.width}()?(void 0===n[r=t&&t.failIfMajorPerformanceCaveat]&&(n[r]=function(t){var r=function(t){var r=document.createElement(\"canvas\"),n=Object.create(e.webGLContextAttributes);return n.failIfMajorPerformanceCaveat=t,r.probablySupportsContext?r.probablySupportsContext(\"webgl\",n)||r.probablySupportsContext(\"experimental-webgl\",n):r.supportsContext?r.supportsContext(\"webgl\",n)||r.supportsContext(\"experimental-webgl\",n):r.getContext(\"webgl\",n)||r.getContext(\"experimental-webgl\",n)}(t);if(!r)return!1;var n=r.createShader(r.VERTEX_SHADER);return!(!n||r.isContextLost())&&(r.shaderSource(n,\"void main() {}\"),r.compileShader(n),!0===r.getShaderParameter(n,r.COMPILE_STATUS))}(r)),n[r]?void 0:\"insufficient WebGL support\"):\"insufficient Canvas/getImageData support\":\"insufficient ArrayBuffer support\":\"insufficient Uint8ClampedArray support\":\"insufficient worker support\":\"insufficient JSON support\":\"insufficient Object support\":\"insufficient Function support\":\"insufficent Array support\";var r}t.exports?t.exports=e:window&&(window.mapboxgl=window.mapboxgl||{},window.mapboxgl.supported=e,window.mapboxgl.notSupportedReason=r);var n={};e.webGLContextAttributes={antialias:!1,alpha:!0,stencil:!0,depth:!0}})),r={create:function(e,r,n){var a=t.window.document.createElement(e);return void 0!==r&&(a.className=r),n&&n.appendChild(a),a},createNS:function(e,r){return t.window.document.createElementNS(e,r)}},n=t.window.document.documentElement.style;function a(t){if(!n)return t[0];for(var e=0;e<t.length;e++)if(t[e]in n)return t[e];return t[0]}var i,o=a([\"userSelect\",\"MozUserSelect\",\"WebkitUserSelect\",\"msUserSelect\"]);r.disableDrag=function(){n&&o&&(i=n[o],n[o]=\"none\")},r.enableDrag=function(){n&&o&&(n[o]=i)};var s=a([\"transform\",\"WebkitTransform\"]);r.setTransform=function(t,e){t.style[s]=e};var l=!1;try{var c=Object.defineProperty({},\"passive\",{get:function(){l=!0}});t.window.addEventListener(\"test\",c,c),t.window.removeEventListener(\"test\",c,c)}catch(t){l=!1}r.addEventListener=function(t,e,r,n){void 0===n&&(n={}),t.addEventListener(e,r,\"passive\"in n&&l?n:n.capture)},r.removeEventListener=function(t,e,r,n){void 0===n&&(n={}),t.removeEventListener(e,r,\"passive\"in n&&l?n:n.capture)};var u=function(e){e.preventDefault(),e.stopPropagation(),t.window.removeEventListener(\"click\",u,!0)};function h(t){var e=t.userImage;return!!(e&&e.render&&e.render())&&(t.data.replace(new Uint8Array(e.data.buffer)),!0)}r.suppressClick=function(){t.window.addEventListener(\"click\",u,!0),t.window.setTimeout((function(){t.window.removeEventListener(\"click\",u,!0)}),0)},r.mousePos=function(e,r){var n=e.getBoundingClientRect();return new 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n=r[e];this._notify(n.ids,n.callback)}this.requestors=[]}},r.prototype.getImage=function(t){return this.images[t]},r.prototype.addImage=function(t,e){this._validate(t,e)&&(this.images[t]=e)},r.prototype._validate=function(e,r){var n=!0;return this._validateStretch(r.stretchX,r.data&&r.data.width)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchX\" value'))),n=!1),this._validateStretch(r.stretchY,r.data&&r.data.height)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"stretchY\" value'))),n=!1),this._validateContent(r.content,r)||(this.fire(new t.ErrorEvent(new Error('Image \"'+e+'\" has invalid \"content\" value'))),n=!1),n},r.prototype._validateStretch=function(t,e){if(!t)return!0;for(var r=0,n=0,a=t;n<a.length;n+=1){var i=a[n];if(i[0]<r||i[1]<i[0]||e<i[1])return!1;r=i[1]}return!0},r.prototype._validateContent=function(t,e){return!(t&&(4!==t.length||t[0]<0||e.data.width<t[0]||t[1]<0||e.data.height<t[1]||t[2]<0||e.data.width<t[2]||t[3]<0||e.data.height<t[3]||t[2]<t[0]||t[3]<t[1]))},r.prototype.updateImage=function(t,e){e.version=this.images[t].version+1,this.images[t]=e,this.updatedImages[t]=!0},r.prototype.removeImage=function(t){var e=this.images[t];delete this.images[t],delete this.patterns[t],e.userImage&&e.userImage.onRemove&&e.userImage.onRemove()},r.prototype.listImages=function(){return Object.keys(this.images)},r.prototype.getImages=function(t,e){var r=!0;if(!this.isLoaded())for(var n=0,a=t;n<a.length;n+=1)this.images[a[n]]||(r=!1);this.isLoaded()||r?this._notify(t,e):this.requestors.push({ids:t,callback:e})},r.prototype._notify=function(e,r){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a];this.images[o]||this.fire(new t.Event(\"styleimagemissing\",{id:o}));var s=this.images[o];s?n[o]={data:s.data.clone(),pixelRatio:s.pixelRatio,sdf:s.sdf,version:s.version,stretchX:s.stretchX,stretchY:s.stretchY,content:s.content,hasRenderCallback:Boolean(s.userImage&&s.userImage.render)}:t.warnOnce('Image \"'+o+'\" could not be loaded. Please make sure you have added the image with map.addImage() or a \"sprite\" property in your style. You can provide missing images by listening for the \"styleimagemissing\" map event.')}r(null,n)},r.prototype.getPixelSize=function(){var t=this.atlasImage;return{width:t.width,height:t.height}},r.prototype.getPattern=function(e){var r=this.patterns[e],n=this.getImage(e);if(!n)return null;if(r&&r.position.version===n.version)return r.position;if(r)r.position.version=n.version;else{var a={w:n.data.width+2,h:n.data.height+2,x:0,y:0},i=new t.ImagePosition(a,n);this.patterns[e]={bin:a,position:i}}return this._updatePatternAtlas(),this.patterns[e].position},r.prototype.bind=function(e){var r=e.gl;this.atlasTexture?this.dirty&&(this.atlasTexture.update(this.atlasImage),this.dirty=!1):this.atlasTexture=new t.Texture(e,this.atlasImage,r.RGBA),this.atlasTexture.bind(r.LINEAR,r.CLAMP_TO_EDGE)},r.prototype._updatePatternAtlas=function(){var e=[];for(var r in this.patterns)e.push(this.patterns[r].bin);var n=t.potpack(e),a=n.w,i=n.h,o=this.atlasImage;for(var s in o.resize({width:a||1,height:i||1}),this.patterns){var l=this.patterns[s].bin,c=l.x+1,u=l.y+1,h=this.images[s].data,f=h.width,p=h.height;t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u},{width:f,height:p}),t.RGBAImage.copy(h,o,{x:0,y:p-1},{x:c,y:u-1},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c,y:u+p},{width:f,height:1}),t.RGBAImage.copy(h,o,{x:f-1,y:0},{x:c-1,y:u},{width:1,height:p}),t.RGBAImage.copy(h,o,{x:0,y:0},{x:c+f,y:u},{width:1,height:p})}this.dirty=!0},r.prototype.beginFrame=function(){this.callbackDispatchedThisFrame={}},r.prototype.dispatchRenderCallbacks=function(t){for(var e=0,r=t;e<r.length;e+=1){var n=r[e];if(!this.callbackDispatchedThisFrame[n]){this.callbackDispatchedThisFrame[n]=!0;var a=this.images[n];h(a)&&this.updateImage(n,a)}}},r}(t.Evented),p=m,d=m,g=1e20;function m(t,e,r,n,a,i){this.fontSize=t||24,this.buffer=void 0===e?3:e,this.cutoff=n||.25,this.fontFamily=a||\"sans-serif\",this.fontWeight=i||\"normal\",this.radius=r||8;var o=this.size=this.fontSize+2*this.buffer;this.canvas=document.createElement(\"canvas\"),this.canvas.width=this.canvas.height=o,this.ctx=this.canvas.getContext(\"2d\"),this.ctx.font=this.fontWeight+\" \"+this.fontSize+\"px \"+this.fontFamily,this.ctx.textBaseline=\"middle\",this.ctx.fillStyle=\"black\",this.gridOuter=new Float64Array(o*o),this.gridInner=new Float64Array(o*o),this.f=new Float64Array(o),this.d=new Float64Array(o),this.z=new Float64Array(o+1),this.v=new Int16Array(o),this.middle=Math.round(o/2*(navigator.userAgent.indexOf(\"Gecko/\")>=0?1.2:1))}function v(t,e,r,n,a,i,o){for(var s=0;s<e;s++){for(var l=0;l<r;l++)n[l]=t[l*e+s];for(y(n,a,i,o,r),l=0;l<r;l++)t[l*e+s]=a[l]}for(l=0;l<r;l++){for(s=0;s<e;s++)n[s]=t[l*e+s];for(y(n,a,i,o,e),s=0;s<e;s++)t[l*e+s]=Math.sqrt(a[s])}}function y(t,e,r,n,a){r[0]=0,n[0]=-g,n[1]=+g;for(var i=1,o=0;i<a;i++){for(var s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);s<=n[o];)o--,s=(t[i]+i*i-(t[r[o]]+r[o]*r[o]))/(2*i-2*r[o]);r[++o]=i,n[o]=s,n[o+1]=+g}for(i=0,o=0;i<a;i++){for(;n[o+1]<i;)o++;e[i]=(i-r[o])*(i-r[o])+t[r[o]]}}m.prototype.draw=function(t){this.ctx.clearRect(0,0,this.size,this.size),this.ctx.fillText(t,this.buffer,this.middle);for(var e=this.ctx.getImageData(0,0,this.size,this.size),r=new Uint8ClampedArray(this.size*this.size),n=0;n<this.size*this.size;n++){var a=e.data[4*n+3]/255;this.gridOuter[n]=1===a?0:0===a?g:Math.pow(Math.max(0,.5-a),2),this.gridInner[n]=1===a?g:0===a?0:Math.pow(Math.max(0,a-.5),2)}for(v(this.gridOuter,this.size,this.size,this.f,this.d,this.v,this.z),v(this.gridInner,this.size,this.size,this.f,this.d,this.v,this.z),n=0;n<this.size*this.size;n++)r[n]=Math.max(0,Math.min(255,Math.round(255-255*((this.gridOuter[n]-this.gridInner[n])/this.radius+this.cutoff))));return r},p.default=d;var x=function(t,e){this.requestManager=t,this.localIdeographFontFamily=e,this.entries={}};x.prototype.setURL=function(t){this.url=t},x.prototype.getGlyphs=function(e,r){var n=this,a=[];for(var i in e)for(var o=0,s=e[i];o<s.length;o+=1)a.push({stack:i,id:s[o]});t.asyncAll(a,(function(t,e){var r=t.stack,a=t.id,i=n.entries[r];i||(i=n.entries[r]={glyphs:{},requests:{},ranges:{}});var o=i.glyphs[a];if(void 0===o){if(o=n._tinySDF(i,r,a))return i.glyphs[a]=o,void e(null,{stack:r,id:a,glyph:o});var s=Math.floor(a/256);if(256*s>65535)e(new Error(\"glyphs > 65535 not supported\"));else if(i.ranges[s])e(null,{stack:r,id:a,glyph:o});else{var l=i.requests[s];l||(l=i.requests[s]=[],x.loadGlyphRange(r,s,n.url,n.requestManager,(function(t,e){if(e){for(var r in e)n._doesCharSupportLocalGlyph(+r)||(i.glyphs[+r]=e[+r]);i.ranges[s]=!0}for(var a=0,o=l;a<o.length;a+=1)(0,o[a])(t,e);delete i.requests[s]}))),l.push((function(t,n){t?e(t):n&&e(null,{stack:r,id:a,glyph:n[a]||null})}))}}else e(null,{stack:r,id:a,glyph:o})}),(function(t,e){if(t)r(t);else if(e){for(var n={},a=0,i=e;a<i.length;a+=1){var o=i[a],s=o.stack,l=o.id,c=o.glyph;(n[s]||(n[s]={}))[l]=c&&{id:c.id,bitmap:c.bitmap.clone(),metrics:c.metrics}}r(null,n)}}))},x.prototype._doesCharSupportLocalGlyph=function(e){return!!this.localIdeographFontFamily&&(t.isChar[\"CJK Unified Ideographs\"](e)||t.isChar[\"Hangul Syllables\"](e)||t.isChar.Hiragana(e)||t.isChar.Katakana(e))},x.prototype._tinySDF=function(e,r,n){var a=this.localIdeographFontFamily;if(a&&this._doesCharSupportLocalGlyph(n)){var i=e.tinySDF;if(!i){var o=\"400\";/bold/i.test(r)?o=\"900\":/medium/i.test(r)?o=\"500\":/light/i.test(r)&&(o=\"200\"),i=e.tinySDF=new x.TinySDF(24,3,8,.25,a,o)}return{id:n,bitmap:new t.AlphaImage({width:30,height:30},i.draw(String.fromCharCode(n))),metrics:{width:24,height:24,left:0,top:-8,advance:24}}}},x.loadGlyphRange=function(e,r,n,a,i){var o=256*r,s=o+255,l=a.transformRequest(a.normalizeGlyphsURL(n).replace(\"{fontstack}\",e).replace(\"{range}\",o+\"-\"+s),t.ResourceType.Glyphs);t.getArrayBuffer(l,(function(e,r){if(e)i(e);else if(r){for(var n={},a=0,o=t.parseGlyphPBF(r);a<o.length;a+=1){var s=o[a];n[s.id]=s}i(null,n)}}))},x.TinySDF=p;var b=function(){this.specification=t.styleSpec.light.position};b.prototype.possiblyEvaluate=function(e,r){return t.sphericalToCartesian(e.expression.evaluate(r))},b.prototype.interpolate=function(e,r,n){return{x:t.number(e.x,r.x,n),y:t.number(e.y,r.y,n),z:t.number(e.z,r.z,n)}};var _=new t.Properties({anchor:new t.DataConstantProperty(t.styleSpec.light.anchor),position:new b,color:new t.DataConstantProperty(t.styleSpec.light.color),intensity:new t.DataConstantProperty(t.styleSpec.light.intensity)}),w=function(e){function r(r){e.call(this),this._transitionable=new t.Transitionable(_),this.setLight(r),this._transitioning=this._transitionable.untransitioned()}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getLight=function(){return this._transitionable.serialize()},r.prototype.setLight=function(e,r){if(void 0===r&&(r={}),!this._validate(t.validateLight,e,r))for(var n in e){var a=e[n];t.endsWith(n,\"-transition\")?this._transitionable.setTransition(n.slice(0,-\"-transition\".length),a):this._transitionable.setValue(n,a)}},r.prototype.updateTransitions=function(t){this._transitioning=this._transitionable.transitioned(t,this._transitioning)},r.prototype.hasTransition=function(){return this._transitioning.hasTransition()},r.prototype.recalculate=function(t){this.properties=this._transitioning.possiblyEvaluate(t)},r.prototype._validate=function(e,r,n){return(!n||!1!==n.validate)&&t.emitValidationErrors(this,e.call(t.validateStyle,t.extend({value:r,style:{glyphs:!0,sprite:!0},styleSpec:t.styleSpec})))},r}(t.Evented),T=function(t,e){this.width=t,this.height=e,this.nextRow=0,this.data=new Uint8Array(this.width*this.height),this.dashEntry={}};T.prototype.getDash=function(t,e){var r=t.join(\",\")+String(e);return this.dashEntry[r]||(this.dashEntry[r]=this.addDash(t,e)),this.dashEntry[r]},T.prototype.getDashRanges=function(t,e,r){var n=[],a=t.length%2==1?-t[t.length-1]*r:0,i=t[0]*r,o=!0;n.push({left:a,right:i,isDash:o,zeroLength:0===t[0]});for(var s=t[0],l=1;l<t.length;l++){var c=t[l];n.push({left:a=s*r,right:i=(s+=c)*r,isDash:o=!o,zeroLength:0===c})}return n},T.prototype.addRoundDash=function(t,e,r){for(var n=e/2,a=-r;a<=r;a++)for(var i=this.width*(this.nextRow+r+a),o=0,s=t[o],l=0;l<this.width;l++){l/s.right>1&&(s=t[++o]);var c=Math.abs(l-s.left),u=Math.abs(l-s.right),h=Math.min(c,u),f=void 0,p=a/r*(n+1);if(s.isDash){var d=n-Math.abs(p);f=Math.sqrt(h*h+d*d)}else f=n-Math.sqrt(h*h+p*p);this.data[i+l]=Math.max(0,Math.min(255,f+128))}},T.prototype.addRegularDash=function(t){for(var e=t.length-1;e>=0;--e){var r=t[e],n=t[e+1];r.zeroLength?t.splice(e,1):n&&n.isDash===r.isDash&&(n.left=r.left,t.splice(e,1))}var a=t[0],i=t[t.length-1];a.isDash===i.isDash&&(a.left=i.left-this.width,i.right=a.right+this.width);for(var o=this.width*this.nextRow,s=0,l=t[s],c=0;c<this.width;c++){c/l.right>1&&(l=t[++s]);var u=Math.abs(c-l.left),h=Math.abs(c-l.right),f=Math.min(u,h);this.data[o+c]=Math.max(0,Math.min(255,(l.isDash?f:-f)+128))}},T.prototype.addDash=function(e,r){var n=r?7:0,a=2*n+1;if(this.nextRow+a>this.height)return t.warnOnce(\"LineAtlas out of space\"),null;for(var i=0,o=0;o<e.length;o++)i+=e[o];if(0!==i){var s=this.width/i,l=this.getDashRanges(e,this.width,s);r?this.addRoundDash(l,s,n):this.addRegularDash(l)}var c={y:(this.nextRow+n+.5)/this.height,height:2*n/this.height,width:i};return this.nextRow+=a,this.dirty=!0,c},T.prototype.bind=function(t){var e=t.gl;this.texture?(e.bindTexture(e.TEXTURE_2D,this.texture),this.dirty&&(this.dirty=!1,e.texSubImage2D(e.TEXTURE_2D,0,0,0,this.width,this.height,e.ALPHA,e.UNSIGNED_BYTE,this.data))):(this.texture=e.createTexture(),e.bindTexture(e.TEXTURE_2D,this.texture),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_S,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_WRAP_T,e.REPEAT),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MIN_FILTER,e.LINEAR),e.texParameteri(e.TEXTURE_2D,e.TEXTURE_MAG_FILTER,e.LINEAR),e.texImage2D(e.TEXTURE_2D,0,e.ALPHA,this.width,this.height,0,e.ALPHA,e.UNSIGNED_BYTE,this.data))};var k=function e(r,n){this.workerPool=r,this.actors=[],this.currentActor=0,this.id=t.uniqueId();for(var a=this.workerPool.acquire(this.id),i=0;i<a.length;i++){var o=new e.Actor(a[i],n,this.id);o.name=\"Worker \"+i,this.actors.push(o)}};function M(e,r,n){var a=function(a,i){if(a)return n(a);if(i){var o=t.pick(t.extend(i,e),[\"tiles\",\"minzoom\",\"maxzoom\",\"attribution\",\"mapbox_logo\",\"bounds\",\"scheme\",\"tileSize\",\"encoding\"]);i.vector_layers&&(o.vectorLayers=i.vector_layers,o.vectorLayerIds=o.vectorLayers.map((function(t){return t.id}))),o.tiles=r.canonicalizeTileset(o,e.url),n(null,o)}};return e.url?t.getJSON(r.transformRequest(r.normalizeSourceURL(e.url),t.ResourceType.Source),a):t.browser.frame((function(){return a(null,e)}))}k.prototype.broadcast=function(e,r,n){t.asyncAll(this.actors,(function(t,n){t.send(e,r,n)}),n=n||function(){})},k.prototype.getActor=function(){return this.currentActor=(this.currentActor+1)%this.actors.length,this.actors[this.currentActor]},k.prototype.remove=function(){this.actors.forEach((function(t){t.remove()})),this.actors=[],this.workerPool.release(this.id)},k.Actor=t.Actor;var A=function(e,r,n){this.bounds=t.LngLatBounds.convert(this.validateBounds(e)),this.minzoom=r||0,this.maxzoom=n||24};A.prototype.validateBounds=function(t){return Array.isArray(t)&&4===t.length?[Math.max(-180,t[0]),Math.max(-90,t[1]),Math.min(180,t[2]),Math.min(90,t[3])]:[-180,-90,180,90]},A.prototype.contains=function(e){var r=Math.pow(2,e.z),n=Math.floor(t.mercatorXfromLng(this.bounds.getWest())*r),a=Math.floor(t.mercatorYfromLat(this.bounds.getNorth())*r),i=Math.ceil(t.mercatorXfromLng(this.bounds.getEast())*r),o=Math.ceil(t.mercatorYfromLat(this.bounds.getSouth())*r);return e.x>=n&&e.x<i&&e.y>=a&&e.y<o};var S=function(e){function r(r,n,a,i){if(e.call(this),this.id=r,this.dispatcher=a,this.type=\"vector\",this.minzoom=0,this.maxzoom=22,this.scheme=\"xyz\",this.tileSize=512,this.reparseOverscaled=!0,this.isTileClipped=!0,this._loaded=!1,t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\",\"promoteId\"])),this._options=t.extend({type:\"vector\"},n),this._collectResourceTiming=n.collectResourceTiming,512!==this.tileSize)throw new Error(\"vector tile sources must have a tileSize of 512\");this.setEventedParent(i)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles,e.map._requestManager._customAccessToken),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken,e.map._requestManager._customAccessToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme)),a={request:this.map._requestManager.transformRequest(n,t.ResourceType.Tile),uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,tileSize:this.tileSize*e.tileID.overscaleFactor(),type:this.type,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId};function i(n,a){return delete e.request,e.aborted?r(null):n&&404!==n.status?r(n):(a&&a.resourceTiming&&(e.resourceTiming=a.resourceTiming),this.map._refreshExpiredTiles&&a&&e.setExpiryData(a),e.loadVectorData(a,this.map.painter),t.cacheEntryPossiblyAdded(this.dispatcher),r(null),void(e.reloadCallback&&(this.loadTile(e,e.reloadCallback),e.reloadCallback=null)))}a.request.collectResourceTiming=this._collectResourceTiming,e.actor&&\"expired\"!==e.state?\"loading\"===e.state?e.reloadCallback=r:e.request=e.actor.send(\"reloadTile\",a,i.bind(this)):(e.actor=this.dispatcher.getActor(),e.request=e.actor.send(\"loadTile\",a,i.bind(this)))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.actor&&t.actor.send(\"abortTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.unloadTile=function(t){t.unloadVectorData(),t.actor&&t.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id},void 0)},r.prototype.hasTransition=function(){return!1},r}(t.Evented),E=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.dispatcher=a,this.setEventedParent(i),this.type=\"raster\",this.minzoom=0,this.maxzoom=22,this.roundZoom=!0,this.scheme=\"xyz\",this.tileSize=512,this._loaded=!1,this._options=t.extend({type:\"raster\"},n),t.extend(this,t.pick(n,[\"url\",\"scheme\",\"tileSize\"]))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._tileJSONRequest=M(this._options,this.map._requestManager,(function(r,n){e._tileJSONRequest=null,e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(t.extend(e,n),n.bounds&&(e.tileBounds=new A(n.bounds,e.minzoom,e.maxzoom)),t.postTurnstileEvent(n.tiles),t.postMapLoadEvent(n.tiles,e.map._getMapId(),e.map._requestManager._skuToken),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})),e.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.onRemove=function(){this._tileJSONRequest&&(this._tileJSONRequest.cancel(),this._tileJSONRequest=null)},r.prototype.serialize=function(){return t.extend({},this._options)},r.prototype.hasTile=function(t){return!this.tileBounds||this.tileBounds.contains(t.canonical)},r.prototype.loadTile=function(e,r){var n=this,a=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);e.request=t.getImage(this.map._requestManager.transformRequest(a,t.ResourceType.Tile),(function(a,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(a)e.state=\"errored\",r(a);else if(i){n.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=n.map.painter.context,s=o.gl;e.texture=n.map.painter.getTileTexture(i.width),e.texture?e.texture.update(i,{useMipmap:!0}):(e.texture=new t.Texture(o,i,s.RGBA,{useMipmap:!0}),e.texture.bind(s.LINEAR,s.CLAMP_TO_EDGE,s.LINEAR_MIPMAP_NEAREST),o.extTextureFilterAnisotropic&&s.texParameterf(s.TEXTURE_2D,o.extTextureFilterAnisotropic.TEXTURE_MAX_ANISOTROPY_EXT,o.extTextureFilterAnisotropicMax)),e.state=\"loaded\",t.cacheEntryPossiblyAdded(n.dispatcher),r(null)}}))},r.prototype.abortTile=function(t,e){t.request&&(t.request.cancel(),delete t.request),e()},r.prototype.unloadTile=function(t,e){t.texture&&this.map.painter.saveTileTexture(t.texture),e()},r.prototype.hasTransition=function(){return!1},r}(t.Evented),C=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),this.type=\"raster-dem\",this.maxzoom=22,this._options=t.extend({type:\"raster-dem\"},n),this.encoding=n.encoding||\"mapbox\"}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.serialize=function(){return{type:\"raster-dem\",url:this.url,tileSize:this.tileSize,tiles:this.tiles,bounds:this.bounds,encoding:this.encoding}},r.prototype.loadTile=function(e,r){var n=this.map._requestManager.normalizeTileURL(e.tileID.canonical.url(this.tiles,this.scheme),this.tileSize);function a(t,n){t&&(e.state=\"errored\",r(t)),n&&(e.dem=n,e.needsHillshadePrepare=!0,e.state=\"loaded\",r(null))}e.request=t.getImage(this.map._requestManager.transformRequest(n,t.ResourceType.Tile),function(n,i){if(delete e.request,e.aborted)e.state=\"unloaded\",r(null);else if(n)e.state=\"errored\",r(n);else if(i){this.map._refreshExpiredTiles&&e.setExpiryData(i),delete i.cacheControl,delete i.expires;var o=t.window.ImageBitmap&&i instanceof t.window.ImageBitmap&&t.offscreenCanvasSupported()?i:t.browser.getImageData(i,1),s={uid:e.uid,coord:e.tileID,source:this.id,rawImageData:o,encoding:this.encoding};e.actor&&\"expired\"!==e.state||(e.actor=this.dispatcher.getActor(),e.actor.send(\"loadDEMTile\",s,a.bind(this)))}}.bind(this)),e.neighboringTiles=this._getNeighboringTiles(e.tileID)},r.prototype._getNeighboringTiles=function(e){var r=e.canonical,n=Math.pow(2,r.z),a=(r.x-1+n)%n,i=0===r.x?e.wrap-1:e.wrap,o=(r.x+1+n)%n,s=r.x+1===n?e.wrap+1:e.wrap,l={};return l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y).key]={backfilled:!1},r.y>0&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y-1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y-1).key]={backfilled:!1}),r.y+1<n&&(l[new t.OverscaledTileID(e.overscaledZ,i,r.z,a,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,e.wrap,r.z,r.x,r.y+1).key]={backfilled:!1},l[new t.OverscaledTileID(e.overscaledZ,s,r.z,o,r.y+1).key]={backfilled:!1}),l},r.prototype.unloadTile=function(t){t.demTexture&&this.map.painter.saveTileTexture(t.demTexture),t.fbo&&(t.fbo.destroy(),delete t.fbo),t.dem&&delete t.dem,delete t.neighboringTiles,t.state=\"unloaded\",t.actor&&t.actor.send(\"removeDEMTile\",{uid:t.uid,source:this.id})},r}(E),L=function(e){function r(r,n,a,i){e.call(this),this.id=r,this.type=\"geojson\",this.minzoom=0,this.maxzoom=18,this.tileSize=512,this.isTileClipped=!0,this.reparseOverscaled=!0,this._removed=!1,this._loaded=!1,this.actor=a.getActor(),this.setEventedParent(i),this._data=n.data,this._options=t.extend({},n),this._collectResourceTiming=n.collectResourceTiming,this._resourceTiming=[],void 0!==n.maxzoom&&(this.maxzoom=n.maxzoom),n.type&&(this.type=n.type),n.attribution&&(this.attribution=n.attribution),this.promoteId=n.promoteId;var o=t.EXTENT/this.tileSize;this.workerOptions=t.extend({source:this.id,cluster:n.cluster||!1,geojsonVtOptions:{buffer:(void 0!==n.buffer?n.buffer:128)*o,tolerance:(void 0!==n.tolerance?n.tolerance:.375)*o,extent:t.EXTENT,maxZoom:this.maxzoom,lineMetrics:n.lineMetrics||!1,generateId:n.generateId||!1},superclusterOptions:{maxZoom:void 0!==n.clusterMaxZoom?Math.min(n.clusterMaxZoom,this.maxzoom-1):this.maxzoom-1,extent:t.EXTENT,radius:(n.clusterRadius||50)*o,log:!1,generateId:n.generateId||!1},clusterProperties:n.clusterProperties},n.workerOptions)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(r){if(r)e.fire(new t.ErrorEvent(r));else{var n={dataType:\"source\",sourceDataType:\"metadata\"};e._collectResourceTiming&&e._resourceTiming&&e._resourceTiming.length>0&&(n.resourceTiming=e._resourceTiming,e._resourceTiming=[]),e.fire(new t.Event(\"data\",n))}}))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setData=function(e){var r=this;return this._data=e,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this._updateWorkerData((function(e){if(e)r.fire(new t.ErrorEvent(e));else{var n={dataType:\"source\",sourceDataType:\"content\"};r._collectResourceTiming&&r._resourceTiming&&r._resourceTiming.length>0&&(n.resourceTiming=r._resourceTiming,r._resourceTiming=[]),r.fire(new t.Event(\"data\",n))}})),this},r.prototype.getClusterExpansionZoom=function(t,e){return this.actor.send(\"geojson.getClusterExpansionZoom\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterChildren=function(t,e){return this.actor.send(\"geojson.getClusterChildren\",{clusterId:t,source:this.id},e),this},r.prototype.getClusterLeaves=function(t,e,r,n){return this.actor.send(\"geojson.getClusterLeaves\",{source:this.id,clusterId:t,limit:e,offset:r},n),this},r.prototype._updateWorkerData=function(e){var r=this;this._loaded=!1;var n=t.extend({},this.workerOptions),a=this._data;\"string\"==typeof a?(n.request=this.map._requestManager.transformRequest(t.browser.resolveURL(a),t.ResourceType.Source),n.request.collectResourceTiming=this._collectResourceTiming):n.data=JSON.stringify(a),this.actor.send(this.type+\".loadData\",n,(function(t,a){r._removed||a&&a.abandoned||(r._loaded=!0,a&&a.resourceTiming&&a.resourceTiming[r.id]&&(r._resourceTiming=a.resourceTiming[r.id].slice(0)),r.actor.send(r.type+\".coalesce\",{source:n.source},null),e(t))}))},r.prototype.loaded=function(){return this._loaded},r.prototype.loadTile=function(e,r){var n=this,a=e.actor?\"reloadTile\":\"loadTile\";e.actor=this.actor,e.request=this.actor.send(a,{type:this.type,uid:e.uid,tileID:e.tileID,zoom:e.tileID.overscaledZ,maxZoom:this.maxzoom,tileSize:this.tileSize,source:this.id,pixelRatio:t.browser.devicePixelRatio,showCollisionBoxes:this.map.showCollisionBoxes,promoteId:this.promoteId},(function(t,i){return delete e.request,e.unloadVectorData(),e.aborted?r(null):t?r(t):(e.loadVectorData(i,n.map.painter,\"reloadTile\"===a),r(null))}))},r.prototype.abortTile=function(t){t.request&&(t.request.cancel(),delete t.request),t.aborted=!0},r.prototype.unloadTile=function(t){t.unloadVectorData(),this.actor.send(\"removeTile\",{uid:t.uid,type:this.type,source:this.id})},r.prototype.onRemove=function(){this._removed=!0,this.actor.send(\"removeSource\",{type:this.type,source:this.id})},r.prototype.serialize=function(){return t.extend({},this._options,{type:this.type,data:this._data})},r.prototype.hasTransition=function(){return!1},r}(t.Evented),P=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2},{name:\"a_texture_pos\",type:\"Int16\",components:2}]),I=function(e){function r(t,r,n,a){e.call(this),this.id=t,this.dispatcher=n,this.coordinates=r.coordinates,this.type=\"image\",this.minzoom=0,this.maxzoom=22,this.tileSize=512,this.tiles={},this._loaded=!1,this.setEventedParent(a),this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(e,r){var n=this;this._loaded=!1,this.fire(new t.Event(\"dataloading\",{dataType:\"source\"})),this.url=this.options.url,t.getImage(this.map._requestManager.transformRequest(this.url,t.ResourceType.Image),(function(a,i){n._loaded=!0,a?n.fire(new t.ErrorEvent(a)):i&&(n.image=i,e&&(n.coordinates=e),r&&r(),n._finishLoading())}))},r.prototype.loaded=function(){return this._loaded},r.prototype.updateImage=function(t){var e=this;return this.image&&t.url?(this.options.url=t.url,this.load(t.coordinates,(function(){e.texture=null})),this):this},r.prototype._finishLoading=function(){this.map&&(this.setCoordinates(this.coordinates),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"metadata\"})))},r.prototype.onAdd=function(t){this.map=t,this.load()},r.prototype.setCoordinates=function(e){var r=this;this.coordinates=e;var n=e.map(t.MercatorCoordinate.fromLngLat);this.tileID=function(e){for(var r=1/0,n=1/0,a=-1/0,i=-1/0,o=0,s=e;o<s.length;o+=1){var l=s[o];r=Math.min(r,l.x),n=Math.min(n,l.y),a=Math.max(a,l.x),i=Math.max(i,l.y)}var c=Math.max(a-r,i-n),u=Math.max(0,Math.floor(-Math.log(c)/Math.LN2)),h=Math.pow(2,u);return new t.CanonicalTileID(u,Math.floor((r+a)/2*h),Math.floor((n+i)/2*h))}(n),this.minzoom=this.maxzoom=this.tileID.z;var a=n.map((function(t){return r.tileID.getTilePoint(t)._round()}));return this._boundsArray=new t.StructArrayLayout4i8,this._boundsArray.emplaceBack(a[0].x,a[0].y,0,0),this._boundsArray.emplaceBack(a[1].x,a[1].y,t.EXTENT,0),this._boundsArray.emplaceBack(a[3].x,a[3].y,0,t.EXTENT),this._boundsArray.emplaceBack(a[2].x,a[2].y,t.EXTENT,t.EXTENT),this.boundsBuffer&&(this.boundsBuffer.destroy(),delete this.boundsBuffer),this.fire(new t.Event(\"data\",{dataType:\"source\",sourceDataType:\"content\"})),this},r.prototype.prepare=function(){if(0!==Object.keys(this.tiles).length&&this.image){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture||(this.texture=new t.Texture(e,this.image,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.loadTile=function(t,e){this.tileID&&this.tileID.equals(t.tileID.canonical)?(this.tiles[String(t.tileID.wrap)]=t,t.buckets={},e(null)):(t.state=\"errored\",e(null))},r.prototype.serialize=function(){return{type:\"image\",url:this.options.url,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return!1},r}(t.Evented),z=function(e){function r(t,r,n,a){e.call(this,t,r,n,a),this.roundZoom=!0,this.type=\"video\",this.options=r}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){var e=this;this._loaded=!1;var r=this.options;this.urls=[];for(var n=0,a=r.urls;n<a.length;n+=1)this.urls.push(this.map._requestManager.transformRequest(a[n],t.ResourceType.Source).url);t.getVideo(this.urls,(function(r,n){e._loaded=!0,r?e.fire(new t.ErrorEvent(r)):n&&(e.video=n,e.video.loop=!0,e.video.addEventListener(\"playing\",(function(){e.map.triggerRepaint()})),e.map&&e.video.play(),e._finishLoading())}))},r.prototype.pause=function(){this.video&&this.video.pause()},r.prototype.play=function(){this.video&&this.video.play()},r.prototype.seek=function(e){if(this.video){var r=this.video.seekable;e<r.start(0)||e>r.end(0)?this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+this.id,null,\"Playback for this video can be set only between the \"+r.start(0)+\" and \"+r.end(0)+\"-second mark.\"))):this.video.currentTime=e}},r.prototype.getVideo=function(){return this.video},r.prototype.onAdd=function(t){this.map||(this.map=t,this.load(),this.video&&(this.video.play(),this.setCoordinates(this.coordinates)))},r.prototype.prepare=function(){if(!(0===Object.keys(this.tiles).length||this.video.readyState<2)){var e=this.map.painter.context,r=e.gl;for(var n in this.boundsBuffer||(this.boundsBuffer=e.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?this.video.paused||(this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE),r.texSubImage2D(r.TEXTURE_2D,0,0,0,r.RGBA,r.UNSIGNED_BYTE,this.video)):(this.texture=new t.Texture(e,this.video,r.RGBA),this.texture.bind(r.LINEAR,r.CLAMP_TO_EDGE)),this.tiles){var a=this.tiles[n];\"loaded\"!==a.state&&(a.state=\"loaded\",a.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"video\",urls:this.urls,coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this.video&&!this.video.paused},r}(I),O=function(e){function r(r,n,a,i){e.call(this,r,n,a,i),n.coordinates?Array.isArray(n.coordinates)&&4===n.coordinates.length&&!n.coordinates.some((function(t){return!Array.isArray(t)||2!==t.length||t.some((function(t){return\"number\"!=typeof t}))}))||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"coordinates\" property must be an array of 4 longitude/latitude array pairs'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"coordinates\"'))),n.animate&&\"boolean\"!=typeof n.animate&&this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'optional \"animate\" property must be a boolean value'))),n.canvas?\"string\"==typeof n.canvas||n.canvas instanceof t.window.HTMLCanvasElement||this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'\"canvas\" must be either a string representing the ID of the canvas element from which to read, or an HTMLCanvasElement instance'))):this.fire(new t.ErrorEvent(new t.ValidationError(\"sources.\"+r,null,'missing required property \"canvas\"'))),this.options=n,this.animate=void 0===n.animate||n.animate}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.load=function(){this._loaded=!0,this.canvas||(this.canvas=this.options.canvas instanceof t.window.HTMLCanvasElement?this.options.canvas:t.window.document.getElementById(this.options.canvas)),this.width=this.canvas.width,this.height=this.canvas.height,this._hasInvalidDimensions()?this.fire(new t.ErrorEvent(new Error(\"Canvas dimensions cannot be less than or equal to zero.\"))):(this.play=function(){this._playing=!0,this.map.triggerRepaint()},this.pause=function(){this._playing&&(this.prepare(),this._playing=!1)},this._finishLoading())},r.prototype.getCanvas=function(){return this.canvas},r.prototype.onAdd=function(t){this.map=t,this.load(),this.canvas&&this.animate&&this.play()},r.prototype.onRemove=function(){this.pause()},r.prototype.prepare=function(){var e=!1;if(this.canvas.width!==this.width&&(this.width=this.canvas.width,e=!0),this.canvas.height!==this.height&&(this.height=this.canvas.height,e=!0),!this._hasInvalidDimensions()&&0!==Object.keys(this.tiles).length){var r=this.map.painter.context,n=r.gl;for(var a in this.boundsBuffer||(this.boundsBuffer=r.createVertexBuffer(this._boundsArray,P.members)),this.boundsSegments||(this.boundsSegments=t.SegmentVector.simpleSegment(0,0,4,2)),this.texture?(e||this._playing)&&this.texture.update(this.canvas,{premultiply:!0}):this.texture=new t.Texture(r,this.canvas,n.RGBA,{premultiply:!0}),this.tiles){var i=this.tiles[a];\"loaded\"!==i.state&&(i.state=\"loaded\",i.texture=this.texture)}}},r.prototype.serialize=function(){return{type:\"canvas\",coordinates:this.coordinates}},r.prototype.hasTransition=function(){return this._playing},r.prototype._hasInvalidDimensions=function(){for(var t=0,e=[this.canvas.width,this.canvas.height];t<e.length;t+=1){var r=e[t];if(isNaN(r)||r<=0)return!0}return!1},r}(I),D={vector:S,raster:E,\"raster-dem\":C,geojson:L,video:z,image:I,canvas:O};function R(e,r){var n=t.identity([]);return t.translate(n,n,[1,1,0]),t.scale(n,n,[.5*e.width,.5*e.height,1]),t.multiply(n,n,e.calculatePosMatrix(r.toUnwrapped()))}function F(t,e,r,n,a,i){var o=function(t,e,r){if(t)for(var n=0,a=t;n<a.length;n+=1){var i=e[a[n]];if(i&&i.source===r&&\"fill-extrusion\"===i.type)return!0}else for(var o in e){var s=e[o];if(s.source===r&&\"fill-extrusion\"===s.type)return!0}return!1}(a&&a.layers,e,t.id),s=i.maxPitchScaleFactor(),l=t.tilesIn(n,s,o);l.sort(B);for(var c=[],u=0,h=l;u<h.length;u+=1){var f=h[u];c.push({wrappedTileID:f.tileID.wrapped().key,queryResults:f.tile.queryRenderedFeatures(e,r,t._state,f.queryGeometry,f.cameraQueryGeometry,f.scale,a,i,s,R(t.transform,f.tileID))})}var p=function(t){for(var e={},r={},n=0,a=t;n<a.length;n+=1){var i=a[n],o=i.queryResults,s=i.wrappedTileID,l=r[s]=r[s]||{};for(var c in o)for(var u=o[c],h=l[c]=l[c]||{},f=e[c]=e[c]||[],p=0,d=u;p<d.length;p+=1){var g=d[p];h[g.featureIndex]||(h[g.featureIndex]=!0,f.push(g))}}return e}(c);for(var d in p)p[d].forEach((function(e){var r=e.feature,n=t.getFeatureState(r.layer[\"source-layer\"],r.id);r.source=r.layer.source,r.layer[\"source-layer\"]&&(r.sourceLayer=r.layer[\"source-layer\"]),r.state=n}));return p}function B(t,e){var r=t.tileID,n=e.tileID;return r.overscaledZ-n.overscaledZ||r.canonical.y-n.canonical.y||r.wrap-n.wrap||r.canonical.x-n.canonical.x}var N=function(t,e){this.max=t,this.onRemove=e,this.reset()};N.prototype.reset=function(){for(var t in this.data)for(var e=0,r=this.data[t];e<r.length;e+=1){var n=r[e];n.timeout&&clearTimeout(n.timeout),this.onRemove(n.value)}return this.data={},this.order=[],this},N.prototype.add=function(t,e,r){var n=this,a=t.wrapped().key;void 0===this.data[a]&&(this.data[a]=[]);var i={value:e,timeout:void 0};if(void 0!==r&&(i.timeout=setTimeout((function(){n.remove(t,i)}),r)),this.data[a].push(i),this.order.push(a),this.order.length>this.max){var o=this._getAndRemoveByKey(this.order[0]);o&&this.onRemove(o)}return this},N.prototype.has=function(t){return t.wrapped().key in this.data},N.prototype.getAndRemove=function(t){return this.has(t)?this._getAndRemoveByKey(t.wrapped().key):null},N.prototype._getAndRemoveByKey=function(t){var e=this.data[t].shift();return e.timeout&&clearTimeout(e.timeout),0===this.data[t].length&&delete this.data[t],this.order.splice(this.order.indexOf(t),1),e.value},N.prototype.getByKey=function(t){var e=this.data[t];return e?e[0].value:null},N.prototype.get=function(t){return this.has(t)?this.data[t.wrapped().key][0].value:null},N.prototype.remove=function(t,e){if(!this.has(t))return this;var r=t.wrapped().key,n=void 0===e?0:this.data[r].indexOf(e),a=this.data[r][n];return this.data[r].splice(n,1),a.timeout&&clearTimeout(a.timeout),0===this.data[r].length&&delete this.data[r],this.onRemove(a.value),this.order.splice(this.order.indexOf(r),1),this},N.prototype.setMaxSize=function(t){for(this.max=t;this.order.length>this.max;){var e=this._getAndRemoveByKey(this.order[0]);e&&this.onRemove(e)}return this},N.prototype.filter=function(t){var e=[];for(var r in this.data)for(var n=0,a=this.data[r];n<a.length;n+=1){var i=a[n];t(i.value)||e.push(i)}for(var o=0,s=e;o<s.length;o+=1){var l=s[o];this.remove(l.value.tileID,l)}};var j=function(t,e,r){this.context=t;var n=t.gl;this.buffer=n.createBuffer(),this.dynamicDraw=Boolean(r),this.context.unbindVAO(),t.bindElementBuffer.set(this.buffer),n.bufferData(n.ELEMENT_ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?n.DYNAMIC_DRAW:n.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};j.prototype.bind=function(){this.context.bindElementBuffer.set(this.buffer)},j.prototype.updateData=function(t){var e=this.context.gl;this.context.unbindVAO(),this.bind(),e.bufferSubData(e.ELEMENT_ARRAY_BUFFER,0,t.arrayBuffer)},j.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var U={Int8:\"BYTE\",Uint8:\"UNSIGNED_BYTE\",Int16:\"SHORT\",Uint16:\"UNSIGNED_SHORT\",Int32:\"INT\",Uint32:\"UNSIGNED_INT\",Float32:\"FLOAT\"},V=function(t,e,r,n){this.length=e.length,this.attributes=r,this.itemSize=e.bytesPerElement,this.dynamicDraw=n,this.context=t;var a=t.gl;this.buffer=a.createBuffer(),t.bindVertexBuffer.set(this.buffer),a.bufferData(a.ARRAY_BUFFER,e.arrayBuffer,this.dynamicDraw?a.DYNAMIC_DRAW:a.STATIC_DRAW),this.dynamicDraw||delete e.arrayBuffer};V.prototype.bind=function(){this.context.bindVertexBuffer.set(this.buffer)},V.prototype.updateData=function(t){var e=this.context.gl;this.bind(),e.bufferSubData(e.ARRAY_BUFFER,0,t.arrayBuffer)},V.prototype.enableAttributes=function(t,e){for(var r=0;r<this.attributes.length;r++){var n=e.attributes[this.attributes[r].name];void 0!==n&&t.enableVertexAttribArray(n)}},V.prototype.setVertexAttribPointers=function(t,e,r){for(var n=0;n<this.attributes.length;n++){var a=this.attributes[n],i=e.attributes[a.name];void 0!==i&&t.vertexAttribPointer(i,a.components,t[U[a.type]],!1,this.itemSize,a.offset+this.itemSize*(r||0))}},V.prototype.destroy=function(){this.buffer&&(this.context.gl.deleteBuffer(this.buffer),delete this.buffer)};var q=function(t){this.gl=t.gl,this.default=this.getDefault(),this.current=this.default,this.dirty=!1};q.prototype.get=function(){return this.current},q.prototype.set=function(t){},q.prototype.getDefault=function(){return this.default},q.prototype.setDefault=function(){this.set(this.default)};var H=function(e){function r(){e.apply(this,arguments)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getDefault=function(){return t.Color.transparent},r.prototype.set=function(t){var e=this.current;(t.r!==e.r||t.g!==e.g||t.b!==e.b||t.a!==e.a||this.dirty)&&(this.gl.clearColor(t.r,t.g,t.b,t.a),this.current=t,this.dirty=!1)},r}(q),G=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 1},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearDepth(t),this.current=t,this.dirty=!1)},e}(q),Y=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.clearStencil(t),this.current=t,this.dirty=!1)},e}(q),W=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[!0,!0,!0,!0]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||t[3]!==e[3]||this.dirty)&&(this.gl.colorMask(t[0],t[1],t[2],t[3]),this.current=t,this.dirty=!1)},e}(q),Z=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!0},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.depthMask(t),this.current=t,this.dirty=!1)},e}(q),X=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 255},e.prototype.set=function(t){(t!==this.current||this.dirty)&&(this.gl.stencilMask(t),this.current=t,this.dirty=!1)},e}(q),J=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return{func:this.gl.ALWAYS,ref:0,mask:255}},e.prototype.set=function(t){var e=this.current;(t.func!==e.func||t.ref!==e.ref||t.mask!==e.mask||this.dirty)&&(this.gl.stencilFunc(t.func,t.ref,t.mask),this.current=t,this.dirty=!1)},e}(q),K=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){var t=this.gl;return[t.KEEP,t.KEEP,t.KEEP]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||t[2]!==e[2]||this.dirty)&&(this.gl.stencilOp(t[0],t[1],t[2]),this.current=t,this.dirty=!1)},e}(q),Q=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.STENCIL_TEST):e.disable(e.STENCIL_TEST),this.current=t,this.dirty=!1}},e}(q),$=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return[0,1]},e.prototype.set=function(t){var e=this.current;(t[0]!==e[0]||t[1]!==e[1]||this.dirty)&&(this.gl.depthRange(t[0],t[1]),this.current=t,this.dirty=!1)},e}(q),tt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;t?e.enable(e.DEPTH_TEST):e.disable(e.DEPTH_TEST),this.current=t,this.dirty=!1}},e}(q),et=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 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e=this.gl;e.bindFramebuffer(e.FRAMEBUFFER,t),this.current=t,this.dirty=!1}},e}(q),pt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindRenderbuffer(e.RENDERBUFFER,t),this.current=t,this.dirty=!1}},e}(q),dt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindTexture(e.TEXTURE_2D,t),this.current=t,this.dirty=!1}},e}(q),gt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.bindBuffer(e.ARRAY_BUFFER,t),this.current=t,this.dirty=!1}},e}(q),mt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){var e=this.gl;e.bindBuffer(e.ELEMENT_ARRAY_BUFFER,t),this.current=t,this.dirty=!1},e}(q),vt=function(t){function e(e){t.call(this,e),this.vao=e.extVertexArrayObject}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e.prototype.set=function(t){this.vao&&(t!==this.current||this.dirty)&&(this.vao.bindVertexArrayOES(t),this.current=t,this.dirty=!1)},e}(q),yt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return 4},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_ALIGNMENT,t),this.current=t,this.dirty=!1}},e}(q),xt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_PREMULTIPLY_ALPHA_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),bt=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return!1},e.prototype.set=function(t){if(t!==this.current||this.dirty){var e=this.gl;e.pixelStorei(e.UNPACK_FLIP_Y_WEBGL,t),this.current=t,this.dirty=!1}},e}(q),_t=function(t){function e(e,r){t.call(this,e),this.context=e,this.parent=r}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.getDefault=function(){return null},e}(q),wt=function(t){function 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t=this.context.gl,e=this.colorAttachment.get();if(e&&t.deleteTexture(e),this.depthAttachment){var r=this.depthAttachment.get();r&&t.deleteRenderbuffer(r)}t.deleteFramebuffer(this.framebuffer)};var Mt=function(t,e,r){this.func=t,this.mask=e,this.range=r};Mt.ReadOnly=!1,Mt.ReadWrite=!0,Mt.disabled=new Mt(519,Mt.ReadOnly,[0,1]);var At=function(t,e,r,n,a,i){this.test=t,this.ref=e,this.mask=r,this.fail=n,this.depthFail=a,this.pass=i};At.disabled=new At({func:519,mask:0},0,0,7680,7680,7680);var St=function(t,e,r){this.blendFunction=t,this.blendColor=e,this.mask=r};St.disabled=new St(St.Replace=[1,0],t.Color.transparent,[!1,!1,!1,!1]),St.unblended=new St(St.Replace,t.Color.transparent,[!0,!0,!0,!0]),St.alphaBlended=new St([1,771],t.Color.transparent,[!0,!0,!0,!0]);var Et=function(t,e,r){this.enable=t,this.mode=e,this.frontFace=r};Et.disabled=new Et(!1,1029,2305),Et.backCCW=new Et(!0,1029,2305);var Ct=function(t){this.gl=t,this.extVertexArrayObject=this.gl.getExtension(\"OES_vertex_array_object\"),this.clearColor=new H(this),this.clearDepth=new G(this),this.clearStencil=new Y(this),this.colorMask=new W(this),this.depthMask=new Z(this),this.stencilMask=new X(this),this.stencilFunc=new J(this),this.stencilOp=new K(this),this.stencilTest=new Q(this),this.depthRange=new $(this),this.depthTest=new tt(this),this.depthFunc=new et(this),this.blend=new rt(this),this.blendFunc=new nt(this),this.blendColor=new at(this),this.blendEquation=new it(this),this.cullFace=new ot(this),this.cullFaceSide=new st(this),this.frontFace=new lt(this),this.program=new ct(this),this.activeTexture=new ut(this),this.viewport=new ht(this),this.bindFramebuffer=new ft(this),this.bindRenderbuffer=new pt(this),this.bindTexture=new dt(this),this.bindVertexBuffer=new gt(this),this.bindElementBuffer=new mt(this),this.bindVertexArrayOES=this.extVertexArrayObject&&new vt(this),this.pixelStoreUnpack=new yt(this),this.pixelStoreUnpackPremultiplyAlpha=new xt(this),this.pixelStoreUnpackFlipY=new bt(this),this.extTextureFilterAnisotropic=t.getExtension(\"EXT_texture_filter_anisotropic\")||t.getExtension(\"MOZ_EXT_texture_filter_anisotropic\")||t.getExtension(\"WEBKIT_EXT_texture_filter_anisotropic\"),this.extTextureFilterAnisotropic&&(this.extTextureFilterAnisotropicMax=t.getParameter(this.extTextureFilterAnisotropic.MAX_TEXTURE_MAX_ANISOTROPY_EXT)),this.extTextureHalfFloat=t.getExtension(\"OES_texture_half_float\"),this.extTextureHalfFloat&&(t.getExtension(\"OES_texture_half_float_linear\"),this.extRenderToTextureHalfFloat=t.getExtension(\"EXT_color_buffer_half_float\")),this.extTimerQuery=t.getExtension(\"EXT_disjoint_timer_query\")};Ct.prototype.setDefault=function(){this.unbindVAO(),this.clearColor.setDefault(),this.clearDepth.setDefault(),this.clearStencil.setDefault(),this.colorMask.setDefault(),this.depthMask.setDefault(),this.stencilMask.setDefault(),this.stencilFunc.setDefault(),this.stencilOp.setDefault(),this.stencilTest.setDefault(),this.depthRange.setDefault(),this.depthTest.setDefault(),this.depthFunc.setDefault(),this.blend.setDefault(),this.blendFunc.setDefault(),this.blendColor.setDefault(),this.blendEquation.setDefault(),this.cullFace.setDefault(),this.cullFaceSide.setDefault(),this.frontFace.setDefault(),this.program.setDefault(),this.activeTexture.setDefault(),this.bindFramebuffer.setDefault(),this.pixelStoreUnpack.setDefault(),this.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.pixelStoreUnpackFlipY.setDefault()},Ct.prototype.setDirty=function(){this.clearColor.dirty=!0,this.clearDepth.dirty=!0,this.clearStencil.dirty=!0,this.colorMask.dirty=!0,this.depthMask.dirty=!0,this.stencilMask.dirty=!0,this.stencilFunc.dirty=!0,this.stencilOp.dirty=!0,this.stencilTest.dirty=!0,this.depthRange.dirty=!0,this.depthTest.dirty=!0,this.depthFunc.dirty=!0,this.blend.dirty=!0,this.blendFunc.dirty=!0,this.blendColor.dirty=!0,this.blendEquation.dirty=!0,this.cullFace.dirty=!0,this.cullFaceSide.dirty=!0,this.frontFace.dirty=!0,this.program.dirty=!0,this.activeTexture.dirty=!0,this.viewport.dirty=!0,this.bindFramebuffer.dirty=!0,this.bindRenderbuffer.dirty=!0,this.bindTexture.dirty=!0,this.bindVertexBuffer.dirty=!0,this.bindElementBuffer.dirty=!0,this.extVertexArrayObject&&(this.bindVertexArrayOES.dirty=!0),this.pixelStoreUnpack.dirty=!0,this.pixelStoreUnpackPremultiplyAlpha.dirty=!0,this.pixelStoreUnpackFlipY.dirty=!0},Ct.prototype.createIndexBuffer=function(t,e){return new j(this,t,e)},Ct.prototype.createVertexBuffer=function(t,e,r){return new V(this,t,e,r)},Ct.prototype.createRenderbuffer=function(t,e,r){var n=this.gl,a=n.createRenderbuffer();return this.bindRenderbuffer.set(a),n.renderbufferStorage(n.RENDERBUFFER,t,e,r),this.bindRenderbuffer.set(null),a},Ct.prototype.createFramebuffer=function(t,e,r){return new kt(this,t,e,r)},Ct.prototype.clear=function(t){var e=t.color,r=t.depth,n=this.gl,a=0;e&&(a|=n.COLOR_BUFFER_BIT,this.clearColor.set(e),this.colorMask.set([!0,!0,!0,!0])),void 0!==r&&(a|=n.DEPTH_BUFFER_BIT,this.depthRange.set([0,1]),this.clearDepth.set(r),this.depthMask.set(!0)),n.clear(a)},Ct.prototype.setCullFace=function(t){!1===t.enable?this.cullFace.set(!1):(this.cullFace.set(!0),this.cullFaceSide.set(t.mode),this.frontFace.set(t.frontFace))},Ct.prototype.setDepthMode=function(t){t.func!==this.gl.ALWAYS||t.mask?(this.depthTest.set(!0),this.depthFunc.set(t.func),this.depthMask.set(t.mask),this.depthRange.set(t.range)):this.depthTest.set(!1)},Ct.prototype.setStencilMode=function(t){t.test.func!==this.gl.ALWAYS||t.mask?(this.stencilTest.set(!0),this.stencilMask.set(t.mask),this.stencilOp.set([t.fail,t.depthFail,t.pass]),this.stencilFunc.set({func:t.test.func,ref:t.ref,mask:t.test.mask})):this.stencilTest.set(!1)},Ct.prototype.setColorMode=function(e){t.deepEqual(e.blendFunction,St.Replace)?this.blend.set(!1):(this.blend.set(!0),this.blendFunc.set(e.blendFunction),this.blendColor.set(e.blendColor)),this.colorMask.set(e.mask)},Ct.prototype.unbindVAO=function(){this.extVertexArrayObject&&this.bindVertexArrayOES.set(null)};var Lt=function(e){function r(r,n,a){var i=this;e.call(this),this.id=r,this.dispatcher=a,this.on(\"data\",(function(t){\"source\"===t.dataType&&\"metadata\"===t.sourceDataType&&(i._sourceLoaded=!0),i._sourceLoaded&&!i._paused&&\"source\"===t.dataType&&\"content\"===t.sourceDataType&&(i.reload(),i.transform&&i.update(i.transform))})),this.on(\"error\",(function(){i._sourceErrored=!0})),this._source=function(e,r,n,a){var i=new D[r.type](e,r,n,a);if(i.id!==e)throw new Error(\"Expected Source id to be \"+e+\" instead of \"+i.id);return t.bindAll([\"load\",\"abort\",\"unload\",\"serialize\",\"prepare\"],i),i}(r,n,a,this),this._tiles={},this._cache=new N(0,this._unloadTile.bind(this)),this._timers={},this._cacheTimers={},this._maxTileCacheSize=null,this._loadedParentTiles={},this._coveredTiles={},this._state=new t.SourceFeatureState}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.onAdd=function(t){this.map=t,this._maxTileCacheSize=t?t._maxTileCacheSize:null,this._source&&this._source.onAdd&&this._source.onAdd(t)},r.prototype.onRemove=function(t){this._source&&this._source.onRemove&&this._source.onRemove(t)},r.prototype.loaded=function(){if(this._sourceErrored)return!0;if(!this._sourceLoaded)return!1;if(!this._source.loaded())return!1;for(var t in this._tiles){var e=this._tiles[t];if(\"loaded\"!==e.state&&\"errored\"!==e.state)return!1}return!0},r.prototype.getSource=function(){return this._source},r.prototype.pause=function(){this._paused=!0},r.prototype.resume=function(){if(this._paused){var t=this._shouldReloadOnResume;this._paused=!1,this._shouldReloadOnResume=!1,t&&this.reload(),this.transform&&this.update(this.transform)}},r.prototype._loadTile=function(t,e){return this._source.loadTile(t,e)},r.prototype._unloadTile=function(t){if(this._source.unloadTile)return this._source.unloadTile(t,(function(){}))},r.prototype._abortTile=function(t){if(this._source.abortTile)return this._source.abortTile(t,(function(){}))},r.prototype.serialize=function(){return this._source.serialize()},r.prototype.prepare=function(t){for(var e in this._source.prepare&&this._source.prepare(),this._state.coalesceChanges(this._tiles,this.map?this.map.painter:null),this._tiles){var r=this._tiles[e];r.upload(t),r.prepare(this.map.style.imageManager)}},r.prototype.getIds=function(){return t.values(this._tiles).map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.getRenderableIds=function(e){var r=this,n=[];for(var a in this._tiles)this._isIdRenderable(a,e)&&n.push(this._tiles[a]);return e?n.sort((function(e,n){var a=e.tileID,i=n.tileID,o=new t.Point(a.canonical.x,a.canonical.y)._rotate(r.transform.angle),s=new t.Point(i.canonical.x,i.canonical.y)._rotate(r.transform.angle);return a.overscaledZ-i.overscaledZ||s.y-o.y||s.x-o.x})).map((function(t){return t.tileID.key})):n.map((function(t){return t.tileID})).sort(Pt).map((function(t){return t.key}))},r.prototype.hasRenderableParent=function(t){var e=this.findLoadedParent(t,0);return!!e&&this._isIdRenderable(e.tileID.key)},r.prototype._isIdRenderable=function(t,e){return this._tiles[t]&&this._tiles[t].hasData()&&!this._coveredTiles[t]&&(e||!this._tiles[t].holdingForFade())},r.prototype.reload=function(){if(this._paused)this._shouldReloadOnResume=!0;else for(var t in this._cache.reset(),this._tiles)\"errored\"!==this._tiles[t].state&&this._reloadTile(t,\"reloading\")},r.prototype._reloadTile=function(t,e){var r=this._tiles[t];r&&(\"loading\"!==r.state&&(r.state=e),this._loadTile(r,this._tileLoaded.bind(this,r,t,e)))},r.prototype._tileLoaded=function(e,r,n,a){if(a)return e.state=\"errored\",void(404!==a.status?this._source.fire(new t.ErrorEvent(a,{tile:e})):this.update(this.transform));e.timeAdded=t.browser.now(),\"expired\"===n&&(e.refreshedUponExpiration=!0),this._setTileReloadTimer(r,e),\"raster-dem\"===this.getSource().type&&e.dem&&this._backfillDEM(e),this._state.initializeTileState(e,this.map?this.map.painter:null),this._source.fire(new t.Event(\"data\",{dataType:\"source\",tile:e,coord:e.tileID}))},r.prototype._backfillDEM=function(t){for(var e=this.getRenderableIds(),r=0;r<e.length;r++){var n=e[r];if(t.neighboringTiles&&t.neighboringTiles[n]){var a=this.getTileByID(n);i(t,a),i(a,t)}}function i(t,e){t.needsHillshadePrepare=!0;var r=e.tileID.canonical.x-t.tileID.canonical.x,n=e.tileID.canonical.y-t.tileID.canonical.y,a=Math.pow(2,t.tileID.canonical.z),i=e.tileID.key;0===r&&0===n||Math.abs(n)>1||(Math.abs(r)>1&&(1===Math.abs(r+a)?r+=a:1===Math.abs(r-a)&&(r-=a)),e.dem&&t.dem&&(t.dem.backfillBorder(e.dem,r,n),t.neighboringTiles&&t.neighboringTiles[i]&&(t.neighboringTiles[i].backfilled=!0)))}},r.prototype.getTile=function(t){return this.getTileByID(t.key)},r.prototype.getTileByID=function(t){return this._tiles[t]},r.prototype._retainLoadedChildren=function(t,e,r,n){for(var a in this._tiles){var i=this._tiles[a];if(!(n[a]||!i.hasData()||i.tileID.overscaledZ<=e||i.tileID.overscaledZ>r)){for(var o=i.tileID;i&&i.tileID.overscaledZ>e+1;){var s=i.tileID.scaledTo(i.tileID.overscaledZ-1);(i=this._tiles[s.key])&&i.hasData()&&(o=s)}for(var l=o;l.overscaledZ>e;)if(t[(l=l.scaledTo(l.overscaledZ-1)).key]){n[o.key]=o;break}}}},r.prototype.findLoadedParent=function(t,e){if(t.key in this._loadedParentTiles){var r=this._loadedParentTiles[t.key];return r&&r.tileID.overscaledZ>=e?r:null}for(var n=t.overscaledZ-1;n>=e;n--){var a=t.scaledTo(n),i=this._getLoadedTile(a);if(i)return i}},r.prototype._getLoadedTile=function(t){var e=this._tiles[t.key];return e&&e.hasData()?e:this._cache.getByKey(t.wrapped().key)},r.prototype.updateCacheSize=function(t){var e=Math.ceil(t.width/this._source.tileSize)+1,r=Math.ceil(t.height/this._source.tileSize)+1,n=Math.floor(e*r*5),a=\"number\"==typeof this._maxTileCacheSize?Math.min(this._maxTileCacheSize,n):n;this._cache.setMaxSize(a)},r.prototype.handleWrapJump=function(t){var e=Math.round((t-(void 0===this._prevLng?t:this._prevLng))/360);if(this._prevLng=t,e){var r={};for(var n in this._tiles){var a=this._tiles[n];a.tileID=a.tileID.unwrapTo(a.tileID.wrap+e),r[a.tileID.key]=a}for(var i in this._tiles=r,this._timers)clearTimeout(this._timers[i]),delete this._timers[i];for(var o in this._tiles)this._setTileReloadTimer(o,this._tiles[o])}},r.prototype.update=function(e){var n=this;if(this.transform=e,this._sourceLoaded&&!this._paused){var a;this.updateCacheSize(e),this.handleWrapJump(this.transform.center.lng),this._coveredTiles={},this.used?this._source.tileID?a=e.getVisibleUnwrappedCoordinates(this._source.tileID).map((function(e){return new t.OverscaledTileID(e.canonical.z,e.wrap,e.canonical.z,e.canonical.x,e.canonical.y)})):(a=e.coveringTiles({tileSize:this._source.tileSize,minzoom:this._source.minzoom,maxzoom:this._source.maxzoom,roundZoom:this._source.roundZoom,reparseOverscaled:this._source.reparseOverscaled}),this._source.hasTile&&(a=a.filter((function(t){return n._source.hasTile(t)})))):a=[];var i=e.coveringZoomLevel(this._source),o=Math.max(i-r.maxOverzooming,this._source.minzoom),s=Math.max(i+r.maxUnderzooming,this._source.minzoom),l=this._updateRetainedTiles(a,i);if(It(this._source.type)){for(var c={},u={},h=0,f=Object.keys(l);h<f.length;h+=1){var p=f[h],d=l[p],g=this._tiles[p];if(g&&!(g.fadeEndTime&&g.fadeEndTime<=t.browser.now())){var m=this.findLoadedParent(d,o);m&&(this._addTile(m.tileID),c[m.tileID.key]=m.tileID),u[p]=d}}for(var v in this._retainLoadedChildren(u,i,s,l),c)l[v]||(this._coveredTiles[v]=!0,l[v]=c[v])}for(var y in l)this._tiles[y].clearFadeHold();for(var x=0,b=t.keysDifference(this._tiles,l);x<b.length;x+=1){var _=b[x],w=this._tiles[_];w.hasSymbolBuckets&&!w.holdingForFade()?w.setHoldDuration(this.map._fadeDuration):w.hasSymbolBuckets&&!w.symbolFadeFinished()||this._removeTile(_)}this._updateLoadedParentTileCache()}},r.prototype.releaseSymbolFadeTiles=function(){for(var t in this._tiles)this._tiles[t].holdingForFade()&&this._removeTile(t)},r.prototype._updateRetainedTiles=function(t,e){for(var n={},a={},i=Math.max(e-r.maxOverzooming,this._source.minzoom),o=Math.max(e+r.maxUnderzooming,this._source.minzoom),s={},l=0,c=t;l<c.length;l+=1){var u=c[l],h=this._addTile(u);n[u.key]=u,h.hasData()||e<this._source.maxzoom&&(s[u.key]=u)}this._retainLoadedChildren(s,e,o,n);for(var f=0,p=t;f<p.length;f+=1){var d=p[f],g=this._tiles[d.key];if(!g.hasData()){if(e+1>this._source.maxzoom){var m=d.children(this._source.maxzoom)[0],v=this.getTile(m);if(v&&v.hasData()){n[m.key]=m;continue}}else{var y=d.children(this._source.maxzoom);if(n[y[0].key]&&n[y[1].key]&&n[y[2].key]&&n[y[3].key])continue}for(var x=g.wasRequested(),b=d.overscaledZ-1;b>=i;--b){var _=d.scaledTo(b);if(a[_.key])break;if(a[_.key]=!0,!(g=this.getTile(_))&&x&&(g=this._addTile(_)),g&&(n[_.key]=_,x=g.wasRequested(),g.hasData()))break}}}return n},r.prototype._updateLoadedParentTileCache=function(){for(var t in this._loadedParentTiles={},this._tiles){for(var e=[],r=void 0,n=this._tiles[t].tileID;n.overscaledZ>0;){if(n.key in this._loadedParentTiles){r=this._loadedParentTiles[n.key];break}e.push(n.key);var a=n.scaledTo(n.overscaledZ-1);if(r=this._getLoadedTile(a))break;n=a}for(var i=0,o=e;i<o.length;i+=1)this._loadedParentTiles[o[i]]=r}},r.prototype._addTile=function(e){var r=this._tiles[e.key];if(r)return r;(r=this._cache.getAndRemove(e))&&(this._setTileReloadTimer(e.key,r),r.tileID=e,this._state.initializeTileState(r,this.map?this.map.painter:null),this._cacheTimers[e.key]&&(clearTimeout(this._cacheTimers[e.key]),delete this._cacheTimers[e.key],this._setTileReloadTimer(e.key,r)));var n=Boolean(r);return n||(r=new t.Tile(e,this._source.tileSize*e.overscaleFactor()),this._loadTile(r,this._tileLoaded.bind(this,r,e.key,r.state))),r?(r.uses++,this._tiles[e.key]=r,n||this._source.fire(new t.Event(\"dataloading\",{tile:r,coord:r.tileID,dataType:\"source\"})),r):null},r.prototype._setTileReloadTimer=function(t,e){var r=this;t in this._timers&&(clearTimeout(this._timers[t]),delete this._timers[t]);var n=e.getExpiryTimeout();n&&(this._timers[t]=setTimeout((function(){r._reloadTile(t,\"expired\"),delete r._timers[t]}),n))},r.prototype._removeTile=function(t){var e=this._tiles[t];e&&(e.uses--,delete this._tiles[t],this._timers[t]&&(clearTimeout(this._timers[t]),delete this._timers[t]),e.uses>0||(e.hasData()&&\"reloading\"!==e.state?this._cache.add(e.tileID,e,e.getExpiryTimeout()):(e.aborted=!0,this._abortTile(e),this._unloadTile(e))))},r.prototype.clearTiles=function(){for(var t in this._shouldReloadOnResume=!1,this._paused=!1,this._tiles)this._removeTile(t);this._cache.reset()},r.prototype.tilesIn=function(e,r,n){var a=this,i=[],o=this.transform;if(!o)return i;for(var s=n?o.getCameraQueryGeometry(e):e,l=e.map((function(t){return o.pointCoordinate(t)})),c=s.map((function(t){return o.pointCoordinate(t)})),u=this.getIds(),h=1/0,f=1/0,p=-1/0,d=-1/0,g=0,m=c;g<m.length;g+=1){var v=m[g];h=Math.min(h,v.x),f=Math.min(f,v.y),p=Math.max(p,v.x),d=Math.max(d,v.y)}for(var y=function(e){var n=a._tiles[u[e]];if(!n.holdingForFade()){var s=n.tileID,g=Math.pow(2,o.zoom-n.tileID.overscaledZ),m=r*n.queryPadding*t.EXTENT/n.tileSize/g,v=[s.getTilePoint(new t.MercatorCoordinate(h,f)),s.getTilePoint(new t.MercatorCoordinate(p,d))];if(v[0].x-m<t.EXTENT&&v[0].y-m<t.EXTENT&&v[1].x+m>=0&&v[1].y+m>=0){var y=l.map((function(t){return s.getTilePoint(t)})),x=c.map((function(t){return s.getTilePoint(t)}));i.push({tile:n,tileID:s,queryGeometry:y,cameraQueryGeometry:x,scale:g})}}},x=0;x<u.length;x++)y(x);return i},r.prototype.getVisibleCoordinates=function(t){for(var e=this,r=this.getRenderableIds(t).map((function(t){return e._tiles[t].tileID})),n=0,a=r;n<a.length;n+=1){var i=a[n];i.posMatrix=this.transform.calculatePosMatrix(i.toUnwrapped())}return r},r.prototype.hasTransition=function(){if(this._source.hasTransition())return!0;if(It(this._source.type))for(var e in this._tiles){var r=this._tiles[e];if(void 0!==r.fadeEndTime&&r.fadeEndTime>=t.browser.now())return!0}return!1},r.prototype.setFeatureState=function(t,e,r){this._state.updateState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.removeFeatureState=function(t,e,r){this._state.removeFeatureState(t=t||\"_geojsonTileLayer\",e,r)},r.prototype.getFeatureState=function(t,e){return this._state.getState(t=t||\"_geojsonTileLayer\",e)},r.prototype.setDependencies=function(t,e,r){var n=this._tiles[t];n&&n.setDependencies(e,r)},r.prototype.reloadTilesForDependencies=function(t,e){for(var r in this._tiles)this._tiles[r].hasDependency(t,e)&&this._reloadTile(r,\"reloading\");this._cache.filter((function(r){return!r.hasDependency(t,e)}))},r}(t.Evented);function Pt(t,e){var r=Math.abs(2*t.wrap)-+(t.wrap<0),n=Math.abs(2*e.wrap)-+(e.wrap<0);return t.overscaledZ-e.overscaledZ||n-r||e.canonical.y-t.canonical.y||e.canonical.x-t.canonical.x}function It(t){return\"raster\"===t||\"image\"===t||\"video\"===t}function zt(){return new t.window.Worker(Ya.workerUrl)}Lt.maxOverzooming=10,Lt.maxUnderzooming=3;var Ot=\"mapboxgl_preloaded_worker_pool\",Dt=function(){this.active={}};Dt.prototype.acquire=function(t){if(!this.workers)for(this.workers=[];this.workers.length<Dt.workerCount;)this.workers.push(new zt);return this.active[t]=!0,this.workers.slice()},Dt.prototype.release=function(t){delete this.active[t],0===this.numActive()&&(this.workers.forEach((function(t){t.terminate()})),this.workers=null)},Dt.prototype.isPreloaded=function(){return!!this.active[Ot]},Dt.prototype.numActive=function(){return Object.keys(this.active).length};var Rt,Ft=Math.floor(t.browser.hardwareConcurrency/2);function Bt(){return Rt||(Rt=new Dt),Rt}function Nt(e,r){var n={};for(var a in e)\"ref\"!==a&&(n[a]=e[a]);return t.refProperties.forEach((function(t){t in r&&(n[t]=r[t])})),n}function jt(t){t=t.slice();for(var e=Object.create(null),r=0;r<t.length;r++)e[t[r].id]=t[r];for(var n=0;n<t.length;n++)\"ref\"in t[n]&&(t[n]=Nt(t[n],e[t[n].ref]));return t}Dt.workerCount=Math.max(Math.min(Ft,6),1);var Ut={setStyle:\"setStyle\",addLayer:\"addLayer\",removeLayer:\"removeLayer\",setPaintProperty:\"setPaintProperty\",setLayoutProperty:\"setLayoutProperty\",setFilter:\"setFilter\",addSource:\"addSource\",removeSource:\"removeSource\",setGeoJSONSourceData:\"setGeoJSONSourceData\",setLayerZoomRange:\"setLayerZoomRange\",setLayerProperty:\"setLayerProperty\",setCenter:\"setCenter\",setZoom:\"setZoom\",setBearing:\"setBearing\",setPitch:\"setPitch\",setSprite:\"setSprite\",setGlyphs:\"setGlyphs\",setTransition:\"setTransition\",setLight:\"setLight\"};function Vt(t,e,r){r.push({command:Ut.addSource,args:[t,e[t]]})}function qt(t,e,r){e.push({command:Ut.removeSource,args:[t]}),r[t]=!0}function Ht(t,e,r,n){qt(t,r,n),Vt(t,e,r)}function Gt(e,r,n){var a;for(a in e[n])if(e[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;for(a in r[n])if(r[n].hasOwnProperty(a)&&\"data\"!==a&&!t.deepEqual(e[n][a],r[n][a]))return!1;return!0}function Yt(e,r,n,a,i,o){var s;for(s in r=r||{},e=e||{})e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}));for(s in r)r.hasOwnProperty(s)&&!e.hasOwnProperty(s)&&(t.deepEqual(e[s],r[s])||n.push({command:o,args:[a,s,r[s],i]}))}function Wt(t){return t.id}function Zt(t,e){return t[e.id]=e,t}var Xt=function(t,e){this.reset(t,e)};Xt.prototype.reset=function(t,e){this.points=t||[],this._distances=[0];for(var r=1;r<this.points.length;r++)this._distances[r]=this._distances[r-1]+this.points[r].dist(this.points[r-1]);this.length=this._distances[this._distances.length-1],this.padding=Math.min(e||0,.5*this.length),this.paddedLength=this.length-2*this.padding},Xt.prototype.lerp=function(e){if(1===this.points.length)return this.points[0];e=t.clamp(e,0,1);for(var r=1,n=this._distances[r],a=e*this.paddedLength+this.padding;n<a&&r<this._distances.length;)n=this._distances[++r];var i=r-1,o=this._distances[i],s=n-o,l=s>0?(a-o)/s:0;return this.points[i].mult(1-l).add(this.points[r].mult(l))};var Jt=function(t,e,r){var n=this.boxCells=[],a=this.circleCells=[];this.xCellCount=Math.ceil(t/r),this.yCellCount=Math.ceil(e/r);for(var i=0;i<this.xCellCount*this.yCellCount;i++)n.push([]),a.push([]);this.circleKeys=[],this.boxKeys=[],this.bboxes=[],this.circles=[],this.width=t,this.height=e,this.xScale=this.xCellCount/t,this.yScale=this.yCellCount/e,this.boxUid=0,this.circleUid=0};function Kt(e,r,n,a,i){var o=t.create();return r?(t.scale(o,o,[1/i,1/i,1]),n||t.rotateZ(o,o,a.angle)):t.multiply(o,a.labelPlaneMatrix,e),o}function Qt(e,r,n,a,i){if(r){var o=t.clone(e);return t.scale(o,o,[i,i,1]),n||t.rotateZ(o,o,-a.angle),o}return a.glCoordMatrix}function $t(e,r){var n=[e.x,e.y,0,1];ue(n,n,r);var a=n[3];return{point:new t.Point(n[0]/a,n[1]/a),signedDistanceFromCamera:a}}function te(t,e){return.5+t/e*.5}function ee(t,e){var r=t[0]/t[3],n=t[1]/t[3];return r>=-e[0]&&r<=e[0]&&n>=-e[1]&&n<=e[1]}function re(e,r,n,a,i,o,s,l){var c=a?e.textSizeData:e.iconSizeData,u=t.evaluateSizeForZoom(c,n.transform.zoom),h=[256/n.width*2+1,256/n.height*2+1],f=a?e.text.dynamicLayoutVertexArray:e.icon.dynamicLayoutVertexArray;f.clear();for(var p=e.lineVertexArray,d=a?e.text.placedSymbolArray:e.icon.placedSymbolArray,g=n.transform.width/n.transform.height,m=!1,v=0;v<d.length;v++){var y=d.get(v);if(y.hidden||y.writingMode===t.WritingMode.vertical&&!m)ce(y.numGlyphs,f);else{m=!1;var x=[y.anchorX,y.anchorY,0,1];if(t.transformMat4(x,x,r),ee(x,h)){var b=te(n.transform.cameraToCenterDistance,x[3]),_=t.evaluateSizeForFeature(c,u,y),w=s?_/b:_*b,T=new t.Point(y.anchorX,y.anchorY),k=$t(T,i).point,M={},A=ie(y,w,!1,l,r,i,o,e.glyphOffsetArray,p,f,k,T,M,g);m=A.useVertical,(A.notEnoughRoom||m||A.needsFlipping&&ie(y,w,!0,l,r,i,o,e.glyphOffsetArray,p,f,k,T,M,g).notEnoughRoom)&&ce(y.numGlyphs,f)}else ce(y.numGlyphs,f)}}a?e.text.dynamicLayoutVertexBuffer.updateData(f):e.icon.dynamicLayoutVertexBuffer.updateData(f)}function ne(t,e,r,n,a,i,o,s,l,c,u){var h=s.glyphStartIndex+s.numGlyphs,f=s.lineStartIndex,p=s.lineStartIndex+s.lineLength,d=e.getoffsetX(s.glyphStartIndex),g=e.getoffsetX(h-1),m=se(t*d,r,n,a,i,o,s.segment,f,p,l,c,u);if(!m)return null;var v=se(t*g,r,n,a,i,o,s.segment,f,p,l,c,u);return v?{first:m,last:v}:null}function ae(e,r,n,a){return e===t.WritingMode.horizontal&&Math.abs(n.y-r.y)>Math.abs(n.x-r.x)*a?{useVertical:!0}:(e===t.WritingMode.vertical?r.y<n.y:r.x>n.x)?{needsFlipping:!0}:null}function ie(e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,m=r/24,v=e.lineOffsetX*m,y=e.lineOffsetY*m;if(e.numGlyphs>1){var x=e.glyphStartIndex+e.numGlyphs,b=e.lineStartIndex,_=e.lineStartIndex+e.lineLength,w=ne(m,l,v,y,n,h,f,e,c,o,p);if(!w)return{notEnoughRoom:!0};var T=$t(w.first.point,s).point,k=$t(w.last.point,s).point;if(a&&!n){var M=ae(e.writingMode,T,k,d);if(M)return M}g=[w.first];for(var A=e.glyphStartIndex+1;A<x-1;A++)g.push(se(m*l.getoffsetX(A),v,y,n,h,f,e.segment,b,_,c,o,p));g.push(w.last)}else{if(a&&!n){var S=$t(f,i).point,E=e.lineStartIndex+e.segment+1,C=new t.Point(c.getx(E),c.gety(E)),L=$t(C,i),P=L.signedDistanceFromCamera>0?L.point:oe(f,C,S,1,i),I=ae(e.writingMode,S,P,d);if(I)return I}var z=se(m*l.getoffsetX(e.glyphStartIndex),v,y,n,h,f,e.segment,e.lineStartIndex,e.lineStartIndex+e.lineLength,c,o,p);if(!z)return{notEnoughRoom:!0};g=[z]}for(var O=0,D=g;O<D.length;O+=1){var R=D[O];t.addDynamicAttributes(u,R.point,R.angle)}return{}}function oe(t,e,r,n,a){var i=$t(t.add(t.sub(e)._unit()),a).point,o=r.sub(i);return r.add(o._mult(n/o.mag()))}function se(e,r,n,a,i,o,s,l,c,u,h,f){var p=a?e-r:e+r,d=p>0?1:-1,g=0;a&&(d*=-1,g=Math.PI),d<0&&(g+=Math.PI);for(var m=d>0?l+s:l+s+1,v=i,y=i,x=0,b=0,_=Math.abs(p),w=[];x+b<=_;){if((m+=d)<l||m>=c)return null;if(y=v,w.push(v),void 0===(v=f[m])){var T=new t.Point(u.getx(m),u.gety(m)),k=$t(T,h);if(k.signedDistanceFromCamera>0)v=f[m]=k.point;else{var M=m-d;v=oe(0===x?o:new t.Point(u.getx(M),u.gety(M)),T,y,_-x+1,h)}}x+=b,b=y.dist(v)}var A=(_-x)/b,S=v.sub(y),E=S.mult(A)._add(y);E._add(S._unit()._perp()._mult(n*d));var C=g+Math.atan2(v.y-y.y,v.x-y.x);return w.push(E),{point:E,angle:C,path:w}}Jt.prototype.keysLength=function(){return this.boxKeys.length+this.circleKeys.length},Jt.prototype.insert=function(t,e,r,n,a){this._forEachCell(e,r,n,a,this._insertBoxCell,this.boxUid++),this.boxKeys.push(t),this.bboxes.push(e),this.bboxes.push(r),this.bboxes.push(n),this.bboxes.push(a)},Jt.prototype.insertCircle=function(t,e,r,n){this._forEachCell(e-n,r-n,e+n,r+n,this._insertCircleCell,this.circleUid++),this.circleKeys.push(t),this.circles.push(e),this.circles.push(r),this.circles.push(n)},Jt.prototype._insertBoxCell=function(t,e,r,n,a,i){this.boxCells[a].push(i)},Jt.prototype._insertCircleCell=function(t,e,r,n,a,i){this.circleCells[a].push(i)},Jt.prototype._query=function(t,e,r,n,a,i){if(r<0||t>this.width||n<0||e>this.height)return!a&&[];var o=[];if(t<=0&&e<=0&&this.width<=r&&this.height<=n){if(a)return!0;for(var s=0;s<this.boxKeys.length;s++)o.push({key:this.boxKeys[s],x1:this.bboxes[4*s],y1:this.bboxes[4*s+1],x2:this.bboxes[4*s+2],y2:this.bboxes[4*s+3]});for(var l=0;l<this.circleKeys.length;l++){var c=this.circles[3*l],u=this.circles[3*l+1],h=this.circles[3*l+2];o.push({key:this.circleKeys[l],x1:c-h,y1:u-h,x2:c+h,y2:u+h})}return i?o.filter(i):o}return this._forEachCell(t,e,r,n,this._queryCell,o,{hitTest:a,seenUids:{box:{},circle:{}}},i),a?o.length>0:o},Jt.prototype._queryCircle=function(t,e,r,n,a){var i=t-r,o=t+r,s=e-r,l=e+r;if(o<0||i>this.width||l<0||s>this.height)return!n&&[];var c=[];return this._forEachCell(i,s,o,l,this._queryCellCircle,c,{hitTest:n,circle:{x:t,y:e,radius:r},seenUids:{box:{},circle:{}}},a),n?c.length>0:c},Jt.prototype.query=function(t,e,r,n,a){return this._query(t,e,r,n,!1,a)},Jt.prototype.hitTest=function(t,e,r,n,a){return this._query(t,e,r,n,!0,a)},Jt.prototype.hitTestCircle=function(t,e,r,n){return this._queryCircle(t,e,r,!0,n)},Jt.prototype._queryCell=function(t,e,r,n,a,i,o,s){var l=o.seenUids,c=this.boxCells[a];if(null!==c)for(var u=this.bboxes,h=0,f=c;h<f.length;h+=1){var p=f[h];if(!l.box[p]){l.box[p]=!0;var d=4*p;if(t<=u[d+2]&&e<=u[d+3]&&r>=u[d+0]&&n>=u[d+1]&&(!s||s(this.boxKeys[p]))){if(o.hitTest)return i.push(!0),!0;i.push({key:this.boxKeys[p],x1:u[d],y1:u[d+1],x2:u[d+2],y2:u[d+3]})}}}var g=this.circleCells[a];if(null!==g)for(var m=this.circles,v=0,y=g;v<y.length;v+=1){var x=y[v];if(!l.circle[x]){l.circle[x]=!0;var b=3*x;if(this._circleAndRectCollide(m[b],m[b+1],m[b+2],t,e,r,n)&&(!s||s(this.circleKeys[x]))){if(o.hitTest)return i.push(!0),!0;var _=m[b],w=m[b+1],T=m[b+2];i.push({key:this.circleKeys[x],x1:_-T,y1:w-T,x2:_+T,y2:w+T})}}}},Jt.prototype._queryCellCircle=function(t,e,r,n,a,i,o,s){var l=o.circle,c=o.seenUids,u=this.boxCells[a];if(null!==u)for(var h=this.bboxes,f=0,p=u;f<p.length;f+=1){var d=p[f];if(!c.box[d]){c.box[d]=!0;var g=4*d;if(this._circleAndRectCollide(l.x,l.y,l.radius,h[g+0],h[g+1],h[g+2],h[g+3])&&(!s||s(this.boxKeys[d])))return i.push(!0),!0}}var m=this.circleCells[a];if(null!==m)for(var v=this.circles,y=0,x=m;y<x.length;y+=1){var b=x[y];if(!c.circle[b]){c.circle[b]=!0;var _=3*b;if(this._circlesCollide(v[_],v[_+1],v[_+2],l.x,l.y,l.radius)&&(!s||s(this.circleKeys[b])))return i.push(!0),!0}}},Jt.prototype._forEachCell=function(t,e,r,n,a,i,o,s){for(var l=this._convertToXCellCoord(t),c=this._convertToYCellCoord(e),u=this._convertToXCellCoord(r),h=this._convertToYCellCoord(n),f=l;f<=u;f++)for(var p=c;p<=h;p++)if(a.call(this,t,e,r,n,this.xCellCount*p+f,i,o,s))return},Jt.prototype._convertToXCellCoord=function(t){return Math.max(0,Math.min(this.xCellCount-1,Math.floor(t*this.xScale)))},Jt.prototype._convertToYCellCoord=function(t){return Math.max(0,Math.min(this.yCellCount-1,Math.floor(t*this.yScale)))},Jt.prototype._circlesCollide=function(t,e,r,n,a,i){var o=n-t,s=a-e,l=r+i;return l*l>o*o+s*s},Jt.prototype._circleAndRectCollide=function(t,e,r,n,a,i,o){var s=(i-n)/2,l=Math.abs(t-(n+s));if(l>s+r)return!1;var c=(o-a)/2,u=Math.abs(e-(a+c));if(u>c+r)return!1;if(l<=s||u<=c)return!0;var h=l-s,f=u-c;return h*h+f*f<=r*r};var le=new Float32Array([-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0,-1/0,-1/0,0]);function ce(t,e){for(var r=0;r<t;r++){var n=e.length;e.resize(n+4),e.float32.set(le,3*n)}}function ue(t,e,r){var n=e[0],a=e[1];return t[0]=r[0]*n+r[4]*a+r[12],t[1]=r[1]*n+r[5]*a+r[13],t[3]=r[3]*n+r[7]*a+r[15],t}var he=function(t,e,r){void 0===e&&(e=new Jt(t.width+200,t.height+200,25)),void 0===r&&(r=new Jt(t.width+200,t.height+200,25)),this.transform=t,this.grid=e,this.ignoredGrid=r,this.pitchfactor=Math.cos(t._pitch)*t.cameraToCenterDistance,this.screenRightBoundary=t.width+100,this.screenBottomBoundary=t.height+100,this.gridRightBoundary=t.width+200,this.gridBottomBoundary=t.height+200};function fe(e,r,n){return r*(t.EXTENT/(e.tileSize*Math.pow(2,n-e.tileID.overscaledZ)))}he.prototype.placeCollisionBox=function(t,e,r,n,a){var i=this.projectAndGetPerspectiveRatio(n,t.anchorPointX,t.anchorPointY),o=r*i.perspectiveRatio,s=t.x1*o+i.point.x,l=t.y1*o+i.point.y,c=t.x2*o+i.point.x,u=t.y2*o+i.point.y;return!this.isInsideGrid(s,l,c,u)||!e&&this.grid.hitTest(s,l,c,u,a)?{box:[],offscreen:!1}:{box:[s,l,c,u],offscreen:this.isOffscreen(s,l,c,u)}},he.prototype.placeCollisionCircles=function(e,r,n,a,i,o,s,l,c,u,h,f,p){var d=[],g=new t.Point(r.anchorX,r.anchorY),m=$t(g,o),v=te(this.transform.cameraToCenterDistance,m.signedDistanceFromCamera),y=(u?i/v:i*v)/t.ONE_EM,x=$t(g,s).point,b=ne(y,a,r.lineOffsetX*y,r.lineOffsetY*y,!1,x,g,r,n,s,{}),_=!1,w=!1,T=!0;if(b){for(var k=.5*f*v+p,M=new t.Point(-100,-100),A=new t.Point(this.screenRightBoundary,this.screenBottomBoundary),S=new Xt,E=b.first,C=b.last,L=[],P=E.path.length-1;P>=1;P--)L.push(E.path[P]);for(var I=1;I<C.path.length;I++)L.push(C.path[I]);var z=2.5*k;if(l){var O=L.map((function(t){return $t(t,l)}));L=O.some((function(t){return t.signedDistanceFromCamera<=0}))?[]:O.map((function(t){return t.point}))}var D=[];if(L.length>0){for(var R=L[0].clone(),F=L[0].clone(),B=1;B<L.length;B++)R.x=Math.min(R.x,L[B].x),R.y=Math.min(R.y,L[B].y),F.x=Math.max(F.x,L[B].x),F.y=Math.max(F.y,L[B].y);D=R.x>=M.x&&F.x<=A.x&&R.y>=M.y&&F.y<=A.y?[L]:F.x<M.x||R.x>A.x||F.y<M.y||R.y>A.y?[]:t.clipLine([L],M.x,M.y,A.x,A.y)}for(var N=0,j=D;N<j.length;N+=1){var U;S.reset(j[N],.25*k),U=S.length<=.5*k?1:Math.ceil(S.paddedLength/z)+1;for(var V=0;V<U;V++){var q=V/Math.max(U-1,1),H=S.lerp(q),G=H.x+100,Y=H.y+100;d.push(G,Y,k,0);var W=G-k,Z=Y-k,X=G+k,J=Y+k;if(T=T&&this.isOffscreen(W,Z,X,J),w=w||this.isInsideGrid(W,Z,X,J),!e&&this.grid.hitTestCircle(G,Y,k,h)&&(_=!0,!c))return{circles:[],offscreen:!1,collisionDetected:_}}}}return{circles:!c&&_||!w?[]:d,offscreen:T,collisionDetected:_}},he.prototype.queryRenderedSymbols=function(e){if(0===e.length||0===this.grid.keysLength()&&0===this.ignoredGrid.keysLength())return{};for(var r=[],n=1/0,a=1/0,i=-1/0,o=-1/0,s=0,l=e;s<l.length;s+=1){var c=l[s],u=new t.Point(c.x+100,c.y+100);n=Math.min(n,u.x),a=Math.min(a,u.y),i=Math.max(i,u.x),o=Math.max(o,u.y),r.push(u)}for(var h={},f={},p=0,d=this.grid.query(n,a,i,o).concat(this.ignoredGrid.query(n,a,i,o));p<d.length;p+=1){var g=d[p],m=g.key;if(void 0===h[m.bucketInstanceId]&&(h[m.bucketInstanceId]={}),!h[m.bucketInstanceId][m.featureIndex]){var v=[new t.Point(g.x1,g.y1),new t.Point(g.x2,g.y1),new t.Point(g.x2,g.y2),new t.Point(g.x1,g.y2)];t.polygonIntersectsPolygon(r,v)&&(h[m.bucketInstanceId][m.featureIndex]=!0,void 0===f[m.bucketInstanceId]&&(f[m.bucketInstanceId]=[]),f[m.bucketInstanceId].push(m.featureIndex))}}return f},he.prototype.insertCollisionBox=function(t,e,r,n,a){(e?this.ignoredGrid:this.grid).insert({bucketInstanceId:r,featureIndex:n,collisionGroupID:a},t[0],t[1],t[2],t[3])},he.prototype.insertCollisionCircles=function(t,e,r,n,a){for(var i=e?this.ignoredGrid:this.grid,o={bucketInstanceId:r,featureIndex:n,collisionGroupID:a},s=0;s<t.length;s+=4)i.insertCircle(o,t[s],t[s+1],t[s+2])},he.prototype.projectAndGetPerspectiveRatio=function(e,r,n){var a=[r,n,0,1];return ue(a,a,e),{point:new t.Point((a[0]/a[3]+1)/2*this.transform.width+100,(-a[1]/a[3]+1)/2*this.transform.height+100),perspectiveRatio:.5+this.transform.cameraToCenterDistance/a[3]*.5}},he.prototype.isOffscreen=function(t,e,r,n){return r<100||t>=this.screenRightBoundary||n<100||e>this.screenBottomBoundary},he.prototype.isInsideGrid=function(t,e,r,n){return r>=0&&t<this.gridRightBoundary&&n>=0&&e<this.gridBottomBoundary},he.prototype.getViewportMatrix=function(){var e=t.identity([]);return t.translate(e,e,[-100,-100,0]),e};var pe=function(t,e,r,n){this.opacity=t?Math.max(0,Math.min(1,t.opacity+(t.placed?e:-e))):n&&r?1:0,this.placed=r};pe.prototype.isHidden=function(){return 0===this.opacity&&!this.placed};var de=function(t,e,r,n,a){this.text=new pe(t?t.text:null,e,r,a),this.icon=new pe(t?t.icon:null,e,n,a)};de.prototype.isHidden=function(){return this.text.isHidden()&&this.icon.isHidden()};var ge=function(t,e,r){this.text=t,this.icon=e,this.skipFade=r},me=function(){this.invProjMatrix=t.create(),this.viewportMatrix=t.create(),this.circles=[]},ve=function(t,e,r,n,a){this.bucketInstanceId=t,this.featureIndex=e,this.sourceLayerIndex=r,this.bucketIndex=n,this.tileID=a},ye=function(t){this.crossSourceCollisions=t,this.maxGroupID=0,this.collisionGroups={}};function xe(e,r,n,a,i){var o=t.getAnchorAlignment(e),s=-(o.horizontalAlign-.5)*r,l=-(o.verticalAlign-.5)*n,c=t.evaluateVariableOffset(e,a);return new t.Point(s+c[0]*i,l+c[1]*i)}function be(e,r,n,a,i,o){var s=e.x1,l=e.x2,c=e.y1,u=e.y2,h=e.anchorPointX,f=e.anchorPointY,p=new t.Point(r,n);return a&&p._rotate(i?o:-o),{x1:s+p.x,y1:c+p.y,x2:l+p.x,y2:u+p.y,anchorPointX:h,anchorPointY:f}}ye.prototype.get=function(t){if(this.crossSourceCollisions)return{ID:0,predicate:null};if(!this.collisionGroups[t]){var e=++this.maxGroupID;this.collisionGroups[t]={ID:e,predicate:function(t){return t.collisionGroupID===e}}}return this.collisionGroups[t]};var _e=function(t,e,r,n){this.transform=t.clone(),this.collisionIndex=new he(this.transform),this.placements={},this.opacities={},this.variableOffsets={},this.stale=!1,this.commitTime=0,this.fadeDuration=e,this.retainedQueryData={},this.collisionGroups=new ye(r),this.collisionCircleArrays={},this.prevPlacement=n,n&&(n.prevPlacement=void 0),this.placedOrientations={}};function we(t,e,r,n,a){t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0),t.emplaceBack(e?1:0,r?1:0,n||0,a||0)}_e.prototype.getBucketParts=function(e,r,n,a){var i=n.getBucket(r),o=n.latestFeatureIndex;if(i&&o&&r.id===i.layerIds[0]){var s=n.collisionBoxArray,l=i.layers[0].layout,c=Math.pow(2,this.transform.zoom-n.tileID.overscaledZ),u=n.tileSize/t.EXTENT,h=this.transform.calculatePosMatrix(n.tileID.toUnwrapped()),f=\"map\"===l.get(\"text-pitch-alignment\"),p=\"map\"===l.get(\"text-rotation-alignment\"),d=fe(n,1,this.transform.zoom),g=Kt(h,f,p,this.transform,d),m=null;if(f){var v=Qt(h,f,p,this.transform,d);m=t.multiply([],this.transform.labelPlaneMatrix,v)}this.retainedQueryData[i.bucketInstanceId]=new ve(i.bucketInstanceId,o,i.sourceLayerIndex,i.index,n.tileID);var y={bucket:i,layout:l,posMatrix:h,textLabelPlaneMatrix:g,labelToScreenMatrix:m,scale:c,textPixelRatio:u,holdingForFade:n.holdingForFade(),collisionBoxArray:s,partiallyEvaluatedTextSize:t.evaluateSizeForZoom(i.textSizeData,this.transform.zoom),collisionGroup:this.collisionGroups.get(i.sourceID)};if(a)for(var x=0,b=i.sortKeyRanges;x<b.length;x+=1){var _=b[x];e.push({sortKey:_.sortKey,symbolInstanceStart:_.symbolInstanceStart,symbolInstanceEnd:_.symbolInstanceEnd,parameters:y})}else e.push({symbolInstanceStart:0,symbolInstanceEnd:i.symbolInstances.length,parameters:y})}},_e.prototype.attemptAnchorPlacement=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d){var g,m=[h.textOffset0,h.textOffset1],v=xe(t,r,n,m,a),y=this.collisionIndex.placeCollisionBox(be(e,v.x,v.y,i,o,this.transform.angle),u,s,l,c.predicate);if(!d||0!==this.collisionIndex.placeCollisionBox(be(d,v.x,v.y,i,o,this.transform.angle),u,s,l,c.predicate).box.length)return y.box.length>0?(this.prevPlacement&&this.prevPlacement.variableOffsets[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID]&&this.prevPlacement.placements[h.crossTileID].text&&(g=this.prevPlacement.variableOffsets[h.crossTileID].anchor),this.variableOffsets[h.crossTileID]={textOffset:m,width:r,height:n,anchor:t,textBoxScale:a,prevAnchor:g},this.markUsedJustification(f,t,h,p),f.allowVerticalPlacement&&(this.markUsedOrientation(f,p,h),this.placedOrientations[h.crossTileID]=p),{shift:v,placedGlyphBoxes:y}):void 0},_e.prototype.placeLayerBucketPart=function(e,r,n){var a=this,i=e.parameters,o=i.bucket,s=i.layout,l=i.posMatrix,c=i.textLabelPlaneMatrix,u=i.labelToScreenMatrix,h=i.textPixelRatio,f=i.holdingForFade,p=i.collisionBoxArray,d=i.partiallyEvaluatedTextSize,g=i.collisionGroup,m=s.get(\"text-optional\"),v=s.get(\"icon-optional\"),y=s.get(\"text-allow-overlap\"),x=s.get(\"icon-allow-overlap\"),b=\"map\"===s.get(\"text-rotation-alignment\"),_=\"map\"===s.get(\"text-pitch-alignment\"),w=\"none\"!==s.get(\"icon-text-fit\"),T=\"viewport-y\"===s.get(\"symbol-z-order\"),k=y&&(x||!o.hasIconData()||v),M=x&&(y||!o.hasTextData()||m);!o.collisionArrays&&p&&o.deserializeCollisionBoxes(p);var A=function(e,i){if(!r[e.crossTileID])if(f)a.placements[e.crossTileID]=new ge(!1,!1,!1);else{var p,T=!1,A=!1,S=!0,E=null,C={box:null,offscreen:null},L={box:null,offscreen:null},P=null,I=null,z=0,O=0,D=0;i.textFeatureIndex?z=i.textFeatureIndex:e.useRuntimeCollisionCircles&&(z=e.featureIndex),i.verticalTextFeatureIndex&&(O=i.verticalTextFeatureIndex);var R=i.textBox;if(R){var F=function(r){var n=t.WritingMode.horizontal;if(o.allowVerticalPlacement&&!r&&a.prevPlacement){var i=a.prevPlacement.placedOrientations[e.crossTileID];i&&(a.placedOrientations[e.crossTileID]=i,a.markUsedOrientation(o,n=i,e))}return n},B=function(r,n){if(o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&i.verticalTextBox)for(var a=0,s=o.writingModes;a<s.length&&(s[a]===t.WritingMode.vertical?(C=n(),L=C):C=r(),!(C&&C.box&&C.box.length));a+=1);else C=r()};if(s.get(\"text-variable-anchor\")){var N=s.get(\"text-variable-anchor\");if(a.prevPlacement&&a.prevPlacement.variableOffsets[e.crossTileID]){var j=a.prevPlacement.variableOffsets[e.crossTileID];N.indexOf(j.anchor)>0&&(N=N.filter((function(t){return t!==j.anchor}))).unshift(j.anchor)}var U=function(t,r,n){for(var i=t.x2-t.x1,s=t.y2-t.y1,c=e.textBoxScale,u=w&&!x?r:null,f={box:[],offscreen:!1},p=y?2*N.length:N.length,d=0;d<p;++d){var m=a.attemptAnchorPlacement(N[d%N.length],t,i,s,c,b,_,h,l,g,d>=N.length,e,o,n,u);if(m&&(f=m.placedGlyphBoxes)&&f.box&&f.box.length){T=!0,E=m.shift;break}}return f};B((function(){return U(R,i.iconBox,t.WritingMode.horizontal)}),(function(){var r=i.verticalTextBox;return o.allowVerticalPlacement&&!(C&&C.box&&C.box.length)&&e.numVerticalGlyphVertices>0&&r?U(r,i.verticalIconBox,t.WritingMode.vertical):{box:null,offscreen:null}})),C&&(T=C.box,S=C.offscreen);var V=F(C&&C.box);if(!T&&a.prevPlacement){var q=a.prevPlacement.variableOffsets[e.crossTileID];q&&(a.variableOffsets[e.crossTileID]=q,a.markUsedJustification(o,q.anchor,e,V))}}else{var H=function(t,r){var n=a.collisionIndex.placeCollisionBox(t,y,h,l,g.predicate);return n&&n.box&&n.box.length&&(a.markUsedOrientation(o,r,e),a.placedOrientations[e.crossTileID]=r),n};B((function(){return H(R,t.WritingMode.horizontal)}),(function(){var r=i.verticalTextBox;return o.allowVerticalPlacement&&e.numVerticalGlyphVertices>0&&r?H(r,t.WritingMode.vertical):{box:null,offscreen:null}})),F(C&&C.box&&C.box.length)}}if(T=(p=C)&&p.box&&p.box.length>0,S=p&&p.offscreen,e.useRuntimeCollisionCircles){var G=o.text.placedSymbolArray.get(e.centerJustifiedTextSymbolIndex),Y=t.evaluateSizeForFeature(o.textSizeData,d,G),W=s.get(\"text-padding\");P=a.collisionIndex.placeCollisionCircles(y,G,o.lineVertexArray,o.glyphOffsetArray,Y,l,c,u,n,_,g.predicate,e.collisionCircleDiameter,W),T=y||P.circles.length>0&&!P.collisionDetected,S=S&&P.offscreen}if(i.iconFeatureIndex&&(D=i.iconFeatureIndex),i.iconBox){var Z=function(t){var e=w&&E?be(t,E.x,E.y,b,_,a.transform.angle):t;return a.collisionIndex.placeCollisionBox(e,x,h,l,g.predicate)};A=L&&L.box&&L.box.length&&i.verticalIconBox?(I=Z(i.verticalIconBox)).box.length>0:(I=Z(i.iconBox)).box.length>0,S=S&&I.offscreen}var X=m||0===e.numHorizontalGlyphVertices&&0===e.numVerticalGlyphVertices,J=v||0===e.numIconVertices;if(X||J?J?X||(A=A&&T):T=A&&T:A=T=A&&T,T&&p&&p.box&&a.collisionIndex.insertCollisionBox(p.box,s.get(\"text-ignore-placement\"),o.bucketInstanceId,L&&L.box&&O?O:z,g.ID),A&&I&&a.collisionIndex.insertCollisionBox(I.box,s.get(\"icon-ignore-placement\"),o.bucketInstanceId,D,g.ID),P&&(T&&a.collisionIndex.insertCollisionCircles(P.circles,s.get(\"text-ignore-placement\"),o.bucketInstanceId,z,g.ID),n)){var K=o.bucketInstanceId,Q=a.collisionCircleArrays[K];void 0===Q&&(Q=a.collisionCircleArrays[K]=new me);for(var $=0;$<P.circles.length;$+=4)Q.circles.push(P.circles[$+0]),Q.circles.push(P.circles[$+1]),Q.circles.push(P.circles[$+2]),Q.circles.push(P.collisionDetected?1:0)}a.placements[e.crossTileID]=new ge(T||k,A||M,S||o.justReloaded),r[e.crossTileID]=!0}};if(T)for(var S=o.getSortedSymbolIndexes(this.transform.angle),E=S.length-1;E>=0;--E){var C=S[E];A(o.symbolInstances.get(C),o.collisionArrays[C])}else for(var L=e.symbolInstanceStart;L<e.symbolInstanceEnd;L++)A(o.symbolInstances.get(L),o.collisionArrays[L]);if(n&&o.bucketInstanceId in this.collisionCircleArrays){var P=this.collisionCircleArrays[o.bucketInstanceId];t.invert(P.invProjMatrix,l),P.viewportMatrix=this.collisionIndex.getViewportMatrix()}o.justReloaded=!1},_e.prototype.markUsedJustification=function(e,r,n,a){var i;i=a===t.WritingMode.vertical?n.verticalPlacedTextSymbolIndex:{left:n.leftJustifiedTextSymbolIndex,center:n.centerJustifiedTextSymbolIndex,right:n.rightJustifiedTextSymbolIndex}[t.getAnchorJustification(r)];for(var o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex,n.verticalPlacedTextSymbolIndex];o<s.length;o+=1){var l=s[o];l>=0&&(e.text.placedSymbolArray.get(l).crossTileID=i>=0&&l!==i?0:n.crossTileID)}},_e.prototype.markUsedOrientation=function(e,r,n){for(var a=r===t.WritingMode.horizontal||r===t.WritingMode.horizontalOnly?r:0,i=r===t.WritingMode.vertical?r:0,o=0,s=[n.leftJustifiedTextSymbolIndex,n.centerJustifiedTextSymbolIndex,n.rightJustifiedTextSymbolIndex];o<s.length;o+=1)e.text.placedSymbolArray.get(s[o]).placedOrientation=a;n.verticalPlacedTextSymbolIndex&&(e.text.placedSymbolArray.get(n.verticalPlacedTextSymbolIndex).placedOrientation=i)},_e.prototype.commit=function(t){this.commitTime=t,this.zoomAtLastRecencyCheck=this.transform.zoom;var e=this.prevPlacement,r=!1;this.prevZoomAdjustment=e?e.zoomAdjustment(this.transform.zoom):0;var n=e?e.symbolFadeChange(t):1,a=e?e.opacities:{},i=e?e.variableOffsets:{},o=e?e.placedOrientations:{};for(var s in this.placements){var l=this.placements[s],c=a[s];c?(this.opacities[s]=new de(c,n,l.text,l.icon),r=r||l.text!==c.text.placed||l.icon!==c.icon.placed):(this.opacities[s]=new de(null,n,l.text,l.icon,l.skipFade),r=r||l.text||l.icon)}for(var u in a){var h=a[u];if(!this.opacities[u]){var f=new de(h,n,!1,!1);f.isHidden()||(this.opacities[u]=f,r=r||h.text.placed||h.icon.placed)}}for(var p in i)this.variableOffsets[p]||!this.opacities[p]||this.opacities[p].isHidden()||(this.variableOffsets[p]=i[p]);for(var d in o)this.placedOrientations[d]||!this.opacities[d]||this.opacities[d].isHidden()||(this.placedOrientations[d]=o[d]);r?this.lastPlacementChangeTime=t:\"number\"!=typeof this.lastPlacementChangeTime&&(this.lastPlacementChangeTime=e?e.lastPlacementChangeTime:t)},_e.prototype.updateLayerOpacities=function(t,e){for(var r={},n=0,a=e;n<a.length;n+=1){var i=a[n],o=i.getBucket(t);o&&i.latestFeatureIndex&&t.id===o.layerIds[0]&&this.updateBucketOpacities(o,r,i.collisionBoxArray)}},_e.prototype.updateBucketOpacities=function(e,r,n){var a=this;e.hasTextData()&&e.text.opacityVertexArray.clear(),e.hasIconData()&&e.icon.opacityVertexArray.clear(),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexArray.clear(),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexArray.clear();var i=e.layers[0].layout,o=new de(null,0,!1,!1,!0),s=i.get(\"text-allow-overlap\"),l=i.get(\"icon-allow-overlap\"),c=i.get(\"text-variable-anchor\"),u=\"map\"===i.get(\"text-rotation-alignment\"),h=\"map\"===i.get(\"text-pitch-alignment\"),f=\"none\"!==i.get(\"icon-text-fit\"),p=new de(null,0,s&&(l||!e.hasIconData()||i.get(\"icon-optional\")),l&&(s||!e.hasTextData()||i.get(\"text-optional\")),!0);!e.collisionArrays&&n&&(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData())&&e.deserializeCollisionBoxes(n);for(var d=function(t,e,r){for(var n=0;n<e/4;n++)t.opacityVertexArray.emplaceBack(r)},g=function(n){var i=e.symbolInstances.get(n),s=i.numHorizontalGlyphVertices,l=i.numVerticalGlyphVertices,g=i.crossTileID,m=a.opacities[g];r[g]?m=o:m||(a.opacities[g]=m=p),r[g]=!0;var v=i.numIconVertices>0,y=a.placedOrientations[i.crossTileID],x=y===t.WritingMode.vertical,b=y===t.WritingMode.horizontal||y===t.WritingMode.horizontalOnly;if(s>0||l>0){var _=Le(m.text);d(e.text,s,x?Pe:_),d(e.text,l,b?Pe:_);var w=m.text.isHidden();[i.rightJustifiedTextSymbolIndex,i.centerJustifiedTextSymbolIndex,i.leftJustifiedTextSymbolIndex].forEach((function(t){t>=0&&(e.text.placedSymbolArray.get(t).hidden=w||x?1:0)})),i.verticalPlacedTextSymbolIndex>=0&&(e.text.placedSymbolArray.get(i.verticalPlacedTextSymbolIndex).hidden=w||b?1:0);var T=a.variableOffsets[i.crossTileID];T&&a.markUsedJustification(e,T.anchor,i,y);var k=a.placedOrientations[i.crossTileID];k&&(a.markUsedJustification(e,\"left\",i,k),a.markUsedOrientation(e,k,i))}if(v){var M=Le(m.icon),A=!(f&&i.verticalPlacedIconSymbolIndex&&x);i.placedIconSymbolIndex>=0&&(d(e.icon,i.numIconVertices,A?M:Pe),e.icon.placedSymbolArray.get(i.placedIconSymbolIndex).hidden=m.icon.isHidden()),i.verticalPlacedIconSymbolIndex>=0&&(d(e.icon,i.numVerticalIconVertices,A?Pe:M),e.icon.placedSymbolArray.get(i.verticalPlacedIconSymbolIndex).hidden=m.icon.isHidden())}if(e.hasIconCollisionBoxData()||e.hasTextCollisionBoxData()){var S=e.collisionArrays[n];if(S){var E=new t.Point(0,0);if(S.textBox||S.verticalTextBox){var C=!0;if(c){var L=a.variableOffsets[g];L?(E=xe(L.anchor,L.width,L.height,L.textOffset,L.textBoxScale),u&&E._rotate(h?a.transform.angle:-a.transform.angle)):C=!1}S.textBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||x,E.x,E.y),S.verticalTextBox&&we(e.textCollisionBox.collisionVertexArray,m.text.placed,!C||b,E.x,E.y)}var P=Boolean(!b&&S.verticalIconBox);S.iconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,P,f?E.x:0,f?E.y:0),S.verticalIconBox&&we(e.iconCollisionBox.collisionVertexArray,m.icon.placed,!P,f?E.x:0,f?E.y:0)}}},m=0;m<e.symbolInstances.length;m++)g(m);if(e.sortFeatures(this.transform.angle),this.retainedQueryData[e.bucketInstanceId]&&(this.retainedQueryData[e.bucketInstanceId].featureSortOrder=e.featureSortOrder),e.hasTextData()&&e.text.opacityVertexBuffer&&e.text.opacityVertexBuffer.updateData(e.text.opacityVertexArray),e.hasIconData()&&e.icon.opacityVertexBuffer&&e.icon.opacityVertexBuffer.updateData(e.icon.opacityVertexArray),e.hasIconCollisionBoxData()&&e.iconCollisionBox.collisionVertexBuffer&&e.iconCollisionBox.collisionVertexBuffer.updateData(e.iconCollisionBox.collisionVertexArray),e.hasTextCollisionBoxData()&&e.textCollisionBox.collisionVertexBuffer&&e.textCollisionBox.collisionVertexBuffer.updateData(e.textCollisionBox.collisionVertexArray),e.bucketInstanceId in this.collisionCircleArrays){var v=this.collisionCircleArrays[e.bucketInstanceId];e.placementInvProjMatrix=v.invProjMatrix,e.placementViewportMatrix=v.viewportMatrix,e.collisionCircleArray=v.circles,delete this.collisionCircleArrays[e.bucketInstanceId]}},_e.prototype.symbolFadeChange=function(t){return 0===this.fadeDuration?1:(t-this.commitTime)/this.fadeDuration+this.prevZoomAdjustment},_e.prototype.zoomAdjustment=function(t){return Math.max(0,(this.transform.zoom-t)/1.5)},_e.prototype.hasTransitions=function(t){return this.stale||t-this.lastPlacementChangeTime<this.fadeDuration},_e.prototype.stillRecent=function(t,e){var r=this.zoomAtLastRecencyCheck===e?1-this.zoomAdjustment(e):1;return this.zoomAtLastRecencyCheck=e,this.commitTime+this.fadeDuration*r>t},_e.prototype.setStale=function(){this.stale=!0};var Te=Math.pow(2,25),ke=Math.pow(2,24),Me=Math.pow(2,17),Ae=Math.pow(2,16),Se=Math.pow(2,9),Ee=Math.pow(2,8),Ce=Math.pow(2,1);function Le(t){if(0===t.opacity&&!t.placed)return 0;if(1===t.opacity&&t.placed)return 4294967295;var e=t.placed?1:0,r=Math.floor(127*t.opacity);return r*Te+e*ke+r*Me+e*Ae+r*Se+e*Ee+r*Ce+e}var Pe=0,Ie=function(t){this._sortAcrossTiles=\"viewport-y\"!==t.layout.get(\"symbol-z-order\")&&void 0!==t.layout.get(\"symbol-sort-key\").constantOr(1),this._currentTileIndex=0,this._currentPartIndex=0,this._seenCrossTileIDs={},this._bucketParts=[]};Ie.prototype.continuePlacement=function(t,e,r,n,a){for(var i=this._bucketParts;this._currentTileIndex<t.length;)if(e.getBucketParts(i,n,t[this._currentTileIndex],this._sortAcrossTiles),this._currentTileIndex++,a())return!0;for(this._sortAcrossTiles&&(this._sortAcrossTiles=!1,i.sort((function(t,e){return t.sortKey-e.sortKey})));this._currentPartIndex<i.length;)if(e.placeLayerBucketPart(i[this._currentPartIndex],this._seenCrossTileIDs,r),this._currentPartIndex++,a())return!0;return!1};var ze=function(t,e,r,n,a,i,o){this.placement=new _e(t,a,i,o),this._currentPlacementIndex=e.length-1,this._forceFullPlacement=r,this._showCollisionBoxes=n,this._done=!1};ze.prototype.isDone=function(){return this._done},ze.prototype.continuePlacement=function(e,r,n){for(var a=this,i=t.browser.now(),o=function(){var e=t.browser.now()-i;return!a._forceFullPlacement&&e>2};this._currentPlacementIndex>=0;){var s=r[e[this._currentPlacementIndex]],l=this.placement.collisionIndex.transform.zoom;if(\"symbol\"===s.type&&(!s.minzoom||s.minzoom<=l)&&(!s.maxzoom||s.maxzoom>l)){if(this._inProgressLayer||(this._inProgressLayer=new Ie(s)),this._inProgressLayer.continuePlacement(n[s.source],this.placement,this._showCollisionBoxes,s,o))return;delete this._inProgressLayer}this._currentPlacementIndex--}this._done=!0},ze.prototype.commit=function(t){return this.placement.commit(t),this.placement};var Oe=512/t.EXTENT/2,De=function(t,e,r){this.tileID=t,this.indexedSymbolInstances={},this.bucketInstanceId=r;for(var n=0;n<e.length;n++){var a=e.get(n),i=a.key;this.indexedSymbolInstances[i]||(this.indexedSymbolInstances[i]=[]),this.indexedSymbolInstances[i].push({crossTileID:a.crossTileID,coord:this.getScaledCoordinates(a,t)})}};De.prototype.getScaledCoordinates=function(e,r){var n=Oe/Math.pow(2,r.canonical.z-this.tileID.canonical.z);return{x:Math.floor((r.canonical.x*t.EXTENT+e.anchorX)*n),y:Math.floor((r.canonical.y*t.EXTENT+e.anchorY)*n)}},De.prototype.findMatches=function(t,e,r){for(var n=this.tileID.canonical.z<e.canonical.z?1:Math.pow(2,this.tileID.canonical.z-e.canonical.z),a=0;a<t.length;a++){var i=t.get(a);if(!i.crossTileID){var o=this.indexedSymbolInstances[i.key];if(o)for(var s=this.getScaledCoordinates(i,e),l=0,c=o;l<c.length;l+=1){var u=c[l];if(Math.abs(u.coord.x-s.x)<=n&&Math.abs(u.coord.y-s.y)<=n&&!r[u.crossTileID]){r[u.crossTileID]=!0,i.crossTileID=u.crossTileID;break}}}}};var Re=function(){this.maxCrossTileID=0};Re.prototype.generate=function(){return++this.maxCrossTileID};var Fe=function(){this.indexes={},this.usedCrossTileIDs={},this.lng=0};Fe.prototype.handleWrapJump=function(t){var e=Math.round((t-this.lng)/360);if(0!==e)for(var r in this.indexes){var n=this.indexes[r],a={};for(var i in n){var o=n[i];o.tileID=o.tileID.unwrapTo(o.tileID.wrap+e),a[o.tileID.key]=o}this.indexes[r]=a}this.lng=t},Fe.prototype.addBucket=function(t,e,r){if(this.indexes[t.overscaledZ]&&this.indexes[t.overscaledZ][t.key]){if(this.indexes[t.overscaledZ][t.key].bucketInstanceId===e.bucketInstanceId)return!1;this.removeBucketCrossTileIDs(t.overscaledZ,this.indexes[t.overscaledZ][t.key])}for(var n=0;n<e.symbolInstances.length;n++)e.symbolInstances.get(n).crossTileID=0;this.usedCrossTileIDs[t.overscaledZ]||(this.usedCrossTileIDs[t.overscaledZ]={});var a=this.usedCrossTileIDs[t.overscaledZ];for(var i in this.indexes){var o=this.indexes[i];if(Number(i)>t.overscaledZ)for(var s in o){var l=o[s];l.tileID.isChildOf(t)&&l.findMatches(e.symbolInstances,t,a)}else{var c=o[t.scaledTo(Number(i)).key];c&&c.findMatches(e.symbolInstances,t,a)}}for(var u=0;u<e.symbolInstances.length;u++){var h=e.symbolInstances.get(u);h.crossTileID||(h.crossTileID=r.generate(),a[h.crossTileID]=!0)}return void 0===this.indexes[t.overscaledZ]&&(this.indexes[t.overscaledZ]={}),this.indexes[t.overscaledZ][t.key]=new De(t,e.symbolInstances,e.bucketInstanceId),!0},Fe.prototype.removeBucketCrossTileIDs=function(t,e){for(var r in e.indexedSymbolInstances)for(var n=0,a=e.indexedSymbolInstances[r];n<a.length;n+=1)delete this.usedCrossTileIDs[t][a[n].crossTileID]},Fe.prototype.removeStaleBuckets=function(t){var e=!1;for(var r in this.indexes){var n=this.indexes[r];for(var a in n)t[n[a].bucketInstanceId]||(this.removeBucketCrossTileIDs(r,n[a]),delete n[a],e=!0)}return e};var Be=function(){this.layerIndexes={},this.crossTileIDs=new Re,this.maxBucketInstanceId=0,this.bucketsInCurrentPlacement={}};Be.prototype.addLayer=function(t,e,r){var n=this.layerIndexes[t.id];void 0===n&&(n=this.layerIndexes[t.id]=new Fe);var a=!1,i={};n.handleWrapJump(r);for(var o=0,s=e;o<s.length;o+=1){var l=s[o],c=l.getBucket(t);c&&t.id===c.layerIds[0]&&(c.bucketInstanceId||(c.bucketInstanceId=++this.maxBucketInstanceId),n.addBucket(l.tileID,c,this.crossTileIDs)&&(a=!0),i[c.bucketInstanceId]=!0)}return n.removeStaleBuckets(i)&&(a=!0),a},Be.prototype.pruneUnusedLayers=function(t){var e={};for(var r in t.forEach((function(t){e[t]=!0})),this.layerIndexes)e[r]||delete this.layerIndexes[r]};var Ne=function(e,r){return t.emitValidationErrors(e,r&&r.filter((function(t){return\"source.canvas\"!==t.identifier})))},je=t.pick(Ut,[\"addLayer\",\"removeLayer\",\"setPaintProperty\",\"setLayoutProperty\",\"setFilter\",\"addSource\",\"removeSource\",\"setLayerZoomRange\",\"setLight\",\"setTransition\",\"setGeoJSONSourceData\"]),Ue=t.pick(Ut,[\"setCenter\",\"setZoom\",\"setBearing\",\"setPitch\"]),Ve=function(){var e={},r=t.styleSpec.$version;for(var n in t.styleSpec.$root){var a,i=t.styleSpec.$root[n];i.required&&null!=(a=\"version\"===n?r:\"array\"===i.type?[]:{})&&(e[n]=a)}return e}(),qe=function(e){function r(n,a){var i=this;void 0===a&&(a={}),e.call(this),this.map=n,this.dispatcher=new k(Bt(),this),this.imageManager=new f,this.imageManager.setEventedParent(this),this.glyphManager=new x(n._requestManager,a.localIdeographFontFamily),this.lineAtlas=new T(256,512),this.crossTileSymbolIndex=new Be,this._layers={},this._serializedLayers={},this._order=[],this.sourceCaches={},this.zoomHistory=new t.ZoomHistory,this._loaded=!1,this._availableImages=[],this._resetUpdates(),this.dispatcher.broadcast(\"setReferrer\",t.getReferrer());var o=this;this._rtlTextPluginCallback=r.registerForPluginStateChange((function(e){o.dispatcher.broadcast(\"syncRTLPluginState\",{pluginStatus:e.pluginStatus,pluginURL:e.pluginURL},(function(e,r){if(t.triggerPluginCompletionEvent(e),r&&r.every((function(t){return t})))for(var n in o.sourceCaches)o.sourceCaches[n].reload()}))})),this.on(\"data\",(function(t){if(\"source\"===t.dataType&&\"metadata\"===t.sourceDataType){var e=i.sourceCaches[t.sourceId];if(e){var r=e.getSource();if(r&&r.vectorLayerIds)for(var n in i._layers){var a=i._layers[n];a.source===r.id&&i._validateLayer(a)}}}}))}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.loadURL=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"}));var a=\"boolean\"==typeof r.validate?r.validate:!t.isMapboxURL(e);e=this.map._requestManager.normalizeStyleURL(e,r.accessToken);var i=this.map._requestManager.transformRequest(e,t.ResourceType.Style);this._request=t.getJSON(i,(function(e,r){n._request=null,e?n.fire(new t.ErrorEvent(e)):r&&n._load(r,a)}))},r.prototype.loadJSON=function(e,r){var n=this;void 0===r&&(r={}),this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._request=t.browser.frame((function(){n._request=null,n._load(e,!1!==r.validate)}))},r.prototype.loadEmpty=function(){this.fire(new t.Event(\"dataloading\",{dataType:\"style\"})),this._load(Ve,!1)},r.prototype._load=function(e,r){if(!r||!Ne(this,t.validateStyle(e))){for(var n in this._loaded=!0,this.stylesheet=e,e.sources)this.addSource(n,e.sources[n],{validate:!1});e.sprite?this._loadSprite(e.sprite):this.imageManager.setLoaded(!0),this.glyphManager.setURL(e.glyphs);var a=jt(this.stylesheet.layers);this._order=a.map((function(t){return t.id})),this._layers={},this._serializedLayers={};for(var i=0,o=a;i<o.length;i+=1){var s=o[i];(s=t.createStyleLayer(s)).setEventedParent(this,{layer:{id:s.id}}),this._layers[s.id]=s,this._serializedLayers[s.id]=s.serialize()}this.dispatcher.broadcast(\"setLayers\",this._serializeLayers(this._order)),this.light=new w(this.stylesheet.light),this.fire(new t.Event(\"data\",{dataType:\"style\"})),this.fire(new t.Event(\"style.load\"))}},r.prototype._loadSprite=function(e){var r=this;this._spriteRequest=function(e,r,n){var a,i,o,s=t.browser.devicePixelRatio>1?\"@2x\":\"\",l=t.getJSON(r.transformRequest(r.normalizeSpriteURL(e,s,\".json\"),t.ResourceType.SpriteJSON),(function(t,e){l=null,o||(o=t,a=e,u())})),c=t.getImage(r.transformRequest(r.normalizeSpriteURL(e,s,\".png\"),t.ResourceType.SpriteImage),(function(t,e){c=null,o||(o=t,i=e,u())}));function u(){if(o)n(o);else if(a&&i){var e=t.browser.getImageData(i),r={};for(var s in a){var l=a[s],c=l.width,u=l.height,h=l.x,f=l.y,p=l.sdf,d=l.pixelRatio,g=l.stretchX,m=l.stretchY,v=l.content,y=new t.RGBAImage({width:c,height:u});t.RGBAImage.copy(e,y,{x:h,y:f},{x:0,y:0},{width:c,height:u}),r[s]={data:y,pixelRatio:d,sdf:p,stretchX:g,stretchY:m,content:v}}n(null,r)}}return{cancel:function(){l&&(l.cancel(),l=null),c&&(c.cancel(),c=null)}}}(e,this.map._requestManager,(function(e,n){if(r._spriteRequest=null,e)r.fire(new t.ErrorEvent(e));else if(n)for(var a in n)r.imageManager.addImage(a,n[a]);r.imageManager.setLoaded(!0),r._availableImages=r.imageManager.listImages(),r.dispatcher.broadcast(\"setImages\",r._availableImages),r.fire(new t.Event(\"data\",{dataType:\"style\"}))}))},r.prototype._validateLayer=function(e){var r=this.sourceCaches[e.source];if(r){var n=e.sourceLayer;if(n){var a=r.getSource();(\"geojson\"===a.type||a.vectorLayerIds&&-1===a.vectorLayerIds.indexOf(n))&&this.fire(new t.ErrorEvent(new Error('Source layer \"'+n+'\" does not exist on source \"'+a.id+'\" as specified by style layer \"'+e.id+'\"')))}}},r.prototype.loaded=function(){if(!this._loaded)return!1;if(Object.keys(this._updatedSources).length)return!1;for(var t in this.sourceCaches)if(!this.sourceCaches[t].loaded())return!1;return!!this.imageManager.isLoaded()},r.prototype._serializeLayers=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var a=this._layers[n[r]];\"custom\"!==a.type&&e.push(a.serialize())}return e},r.prototype.hasTransitions=function(){if(this.light&&this.light.hasTransition())return!0;for(var t in this.sourceCaches)if(this.sourceCaches[t].hasTransition())return!0;for(var e in this._layers)if(this._layers[e].hasTransition())return!0;return!1},r.prototype._checkLoaded=function(){if(!this._loaded)throw new Error(\"Style is not done loading\")},r.prototype.update=function(e){if(this._loaded){var r=this._changed;if(this._changed){var n=Object.keys(this._updatedLayers),a=Object.keys(this._removedLayers);for(var i in(n.length||a.length)&&this._updateWorkerLayers(n,a),this._updatedSources){var o=this._updatedSources[i];\"reload\"===o?this._reloadSource(i):\"clear\"===o&&this._clearSource(i)}for(var s in this._updateTilesForChangedImages(),this._updatedPaintProps)this._layers[s].updateTransitions(e);this.light.updateTransitions(e),this._resetUpdates()}for(var l in this.sourceCaches)this.sourceCaches[l].used=!1;for(var c=0,u=this._order;c<u.length;c+=1){var h=this._layers[u[c]];h.recalculate(e,this._availableImages),!h.isHidden(e.zoom)&&h.source&&(this.sourceCaches[h.source].used=!0)}this.light.recalculate(e),this.z=e.zoom,r&&this.fire(new t.Event(\"data\",{dataType:\"style\"}))}},r.prototype._updateTilesForChangedImages=function(){var t=Object.keys(this._changedImages);if(t.length){for(var e in this.sourceCaches)this.sourceCaches[e].reloadTilesForDependencies([\"icons\",\"patterns\"],t);this._changedImages={}}},r.prototype._updateWorkerLayers=function(t,e){this.dispatcher.broadcast(\"updateLayers\",{layers:this._serializeLayers(t),removedIds:e})},r.prototype._resetUpdates=function(){this._changed=!1,this._updatedLayers={},this._removedLayers={},this._updatedSources={},this._updatedPaintProps={},this._changedImages={}},r.prototype.setState=function(e){var r=this;if(this._checkLoaded(),Ne(this,t.validateStyle(e)))return!1;(e=t.clone$1(e)).layers=jt(e.layers);var n=function(e,r){if(!e)return[{command:Ut.setStyle,args:[r]}];var n=[];try{if(!t.deepEqual(e.version,r.version))return[{command:Ut.setStyle,args:[r]}];t.deepEqual(e.center,r.center)||n.push({command:Ut.setCenter,args:[r.center]}),t.deepEqual(e.zoom,r.zoom)||n.push({command:Ut.setZoom,args:[r.zoom]}),t.deepEqual(e.bearing,r.bearing)||n.push({command:Ut.setBearing,args:[r.bearing]}),t.deepEqual(e.pitch,r.pitch)||n.push({command:Ut.setPitch,args:[r.pitch]}),t.deepEqual(e.sprite,r.sprite)||n.push({command:Ut.setSprite,args:[r.sprite]}),t.deepEqual(e.glyphs,r.glyphs)||n.push({command:Ut.setGlyphs,args:[r.glyphs]}),t.deepEqual(e.transition,r.transition)||n.push({command:Ut.setTransition,args:[r.transition]}),t.deepEqual(e.light,r.light)||n.push({command:Ut.setLight,args:[r.light]});var a={},i=[];!function(e,r,n,a){var i;for(i in r=r||{},e=e||{})e.hasOwnProperty(i)&&(r.hasOwnProperty(i)||qt(i,n,a));for(i in r)r.hasOwnProperty(i)&&(e.hasOwnProperty(i)?t.deepEqual(e[i],r[i])||(\"geojson\"===e[i].type&&\"geojson\"===r[i].type&&Gt(e,r,i)?n.push({command:Ut.setGeoJSONSourceData,args:[i,r[i].data]}):Ht(i,r,n,a)):Vt(i,r,n))}(e.sources,r.sources,i,a);var o=[];e.layers&&e.layers.forEach((function(t){a[t.source]?n.push({command:Ut.removeLayer,args:[t.id]}):o.push(t)})),n=n.concat(i),function(e,r,n){r=r||[];var a,i,o,s,l,c,u,h=(e=e||[]).map(Wt),f=r.map(Wt),p=e.reduce(Zt,{}),d=r.reduce(Zt,{}),g=h.slice(),m=Object.create(null);for(a=0,i=0;a<h.length;a++)d.hasOwnProperty(o=h[a])?i++:(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.indexOf(o,i),1));for(a=0,i=0;a<f.length;a++)g[g.length-1-a]!==(o=f[f.length-1-a])&&(p.hasOwnProperty(o)?(n.push({command:Ut.removeLayer,args:[o]}),g.splice(g.lastIndexOf(o,g.length-i),1)):i++,n.push({command:Ut.addLayer,args:[d[o],c=g[g.length-a]]}),g.splice(g.length-a,0,o),m[o]=!0);for(a=0;a<f.length;a++)if(s=p[o=f[a]],l=d[o],!m[o]&&!t.deepEqual(s,l))if(t.deepEqual(s.source,l.source)&&t.deepEqual(s[\"source-layer\"],l[\"source-layer\"])&&t.deepEqual(s.type,l.type)){for(u in Yt(s.layout,l.layout,n,o,null,Ut.setLayoutProperty),Yt(s.paint,l.paint,n,o,null,Ut.setPaintProperty),t.deepEqual(s.filter,l.filter)||n.push({command:Ut.setFilter,args:[o,l.filter]}),t.deepEqual(s.minzoom,l.minzoom)&&t.deepEqual(s.maxzoom,l.maxzoom)||n.push({command:Ut.setLayerZoomRange,args:[o,l.minzoom,l.maxzoom]}),s)s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}));for(u in l)l.hasOwnProperty(u)&&!s.hasOwnProperty(u)&&\"layout\"!==u&&\"paint\"!==u&&\"filter\"!==u&&\"metadata\"!==u&&\"minzoom\"!==u&&\"maxzoom\"!==u&&(0===u.indexOf(\"paint.\")?Yt(s[u],l[u],n,o,u.slice(6),Ut.setPaintProperty):t.deepEqual(s[u],l[u])||n.push({command:Ut.setLayerProperty,args:[o,u,l[u]]}))}else n.push({command:Ut.removeLayer,args:[o]}),c=g[g.lastIndexOf(o)+1],n.push({command:Ut.addLayer,args:[l,c]})}(o,r.layers,n)}catch(t){console.warn(\"Unable to compute style diff:\",t),n=[{command:Ut.setStyle,args:[r]}]}return n}(this.serialize(),e).filter((function(t){return!(t.command in Ue)}));if(0===n.length)return!1;var a=n.filter((function(t){return!(t.command in je)}));if(a.length>0)throw new Error(\"Unimplemented: \"+a.map((function(t){return t.command})).join(\", \")+\".\");return n.forEach((function(t){\"setTransition\"!==t.command&&r[t.command].apply(r,t.args)})),this.stylesheet=e,!0},r.prototype.addImage=function(e,r){if(this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"An image with this name already exists.\")));this.imageManager.addImage(e,r),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.updateImage=function(t,e){this.imageManager.updateImage(t,e)},r.prototype.getImage=function(t){return this.imageManager.getImage(t)},r.prototype.removeImage=function(e){if(!this.getImage(e))return this.fire(new t.ErrorEvent(new Error(\"No image with this name exists.\")));this.imageManager.removeImage(e),this._availableImages=this.imageManager.listImages(),this._changedImages[e]=!0,this._changed=!0,this.fire(new t.Event(\"data\",{dataType:\"style\"}))},r.prototype.listImages=function(){return this._checkLoaded(),this.imageManager.listImages()},r.prototype.addSource=function(e,r,n){var a=this;if(void 0===n&&(n={}),this._checkLoaded(),void 0!==this.sourceCaches[e])throw new Error(\"There is already a source with this ID\");if(!r.type)throw new Error(\"The type property must be defined, but the only the following properties were given: \"+Object.keys(r).join(\", \")+\".\");if(!([\"vector\",\"raster\",\"geojson\",\"video\",\"image\"].indexOf(r.type)>=0&&this._validate(t.validateStyle.source,\"sources.\"+e,r,null,n))){this.map&&this.map._collectResourceTiming&&(r.collectResourceTiming=!0);var i=this.sourceCaches[e]=new Lt(e,r,this.dispatcher);i.style=this,i.setEventedParent(this,(function(){return{isSourceLoaded:a.loaded(),source:i.serialize(),sourceId:e}})),i.onAdd(this.map),this._changed=!0}},r.prototype.removeSource=function(e){if(this._checkLoaded(),void 0===this.sourceCaches[e])throw new Error(\"There is no source with this ID\");for(var r in this._layers)if(this._layers[r].source===e)return this.fire(new t.ErrorEvent(new Error('Source \"'+e+'\" cannot be removed while layer \"'+r+'\" is using it.')));var n=this.sourceCaches[e];delete this.sourceCaches[e],delete this._updatedSources[e],n.fire(new t.Event(\"data\",{sourceDataType:\"metadata\",dataType:\"source\",sourceId:e})),n.setEventedParent(null),n.clearTiles(),n.onRemove&&n.onRemove(this.map),this._changed=!0},r.prototype.setGeoJSONSourceData=function(t,e){this._checkLoaded(),this.sourceCaches[t].getSource().setData(e),this._changed=!0},r.prototype.getSource=function(t){return this.sourceCaches[t]&&this.sourceCaches[t].getSource()},r.prototype.addLayer=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=e.id;if(this.getLayer(a))this.fire(new t.ErrorEvent(new Error('Layer with id \"'+a+'\" already exists on this map')));else{var i;if(\"custom\"===e.type){if(Ne(this,t.validateCustomStyleLayer(e)))return;i=t.createStyleLayer(e)}else{if(\"object\"==typeof e.source&&(this.addSource(a,e.source),e=t.clone$1(e),e=t.extend(e,{source:a})),this._validate(t.validateStyle.layer,\"layers.\"+a,e,{arrayIndex:-1},n))return;i=t.createStyleLayer(e),this._validateLayer(i),i.setEventedParent(this,{layer:{id:a}}),this._serializedLayers[i.id]=i.serialize()}var o=r?this._order.indexOf(r):this._order.length;if(r&&-1===o)this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.')));else{if(this._order.splice(o,0,a),this._layerOrderChanged=!0,this._layers[a]=i,this._removedLayers[a]&&i.source&&\"custom\"!==i.type){var s=this._removedLayers[a];delete this._removedLayers[a],s.type!==i.type?this._updatedSources[i.source]=\"clear\":(this._updatedSources[i.source]=\"reload\",this.sourceCaches[i.source].pause())}this._updateLayer(i),i.onAdd&&i.onAdd(this.map)}}},r.prototype.moveLayer=function(e,r){if(this._checkLoaded(),this._changed=!0,this._layers[e]){if(e!==r){var n=this._order.indexOf(e);this._order.splice(n,1);var a=r?this._order.indexOf(r):this._order.length;r&&-1===a?this.fire(new t.ErrorEvent(new Error('Layer with id \"'+r+'\" does not exist on this map.'))):(this._order.splice(a,0,e),this._layerOrderChanged=!0)}}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be moved.\")))},r.prototype.removeLayer=function(e){this._checkLoaded();var r=this._layers[e];if(r){r.setEventedParent(null);var n=this._order.indexOf(e);this._order.splice(n,1),this._layerOrderChanged=!0,this._changed=!0,this._removedLayers[e]=r,delete this._layers[e],delete this._serializedLayers[e],delete this._updatedLayers[e],delete this._updatedPaintProps[e],r.onRemove&&r.onRemove(this.map)}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be removed.\")))},r.prototype.getLayer=function(t){return this._layers[t]},r.prototype.hasLayer=function(t){return t in this._layers},r.prototype.setLayerZoomRange=function(e,r,n){this._checkLoaded();var a=this.getLayer(e);a?a.minzoom===r&&a.maxzoom===n||(null!=r&&(a.minzoom=r),null!=n&&(a.maxzoom=n),this._updateLayer(a)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot have zoom extent.\")))},r.prototype.setFilter=function(e,r,n){void 0===n&&(n={}),this._checkLoaded();var a=this.getLayer(e);if(a){if(!t.deepEqual(a.filter,r))return null==r?(a.filter=void 0,void this._updateLayer(a)):void(this._validate(t.validateStyle.filter,\"layers.\"+a.id+\".filter\",r,null,n)||(a.filter=t.clone$1(r),this._updateLayer(a)))}else this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be filtered.\")))},r.prototype.getFilter=function(e){return t.clone$1(this.getLayer(e).filter)},r.prototype.setLayoutProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getLayoutProperty(r),n)||(i.setLayoutProperty(r,n,a),this._updateLayer(i)):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getLayoutProperty=function(e,r){var n=this.getLayer(e);if(n)return n.getLayoutProperty(r);this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style.\")))},r.prototype.setPaintProperty=function(e,r,n,a){void 0===a&&(a={}),this._checkLoaded();var i=this.getLayer(e);i?t.deepEqual(i.getPaintProperty(r),n)||(i.setPaintProperty(r,n,a)&&this._updateLayer(i),this._changed=!0,this._updatedPaintProps[e]=!0):this.fire(new t.ErrorEvent(new Error(\"The layer '\"+e+\"' does not exist in the map's style and cannot be styled.\")))},r.prototype.getPaintProperty=function(t,e){return this.getLayer(t).getPaintProperty(e)},r.prototype.setFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=e.sourceLayer,i=this.sourceCaches[n];if(void 0!==i){var o=i.getSource().type;\"geojson\"===o&&a?this.fire(new t.ErrorEvent(new Error(\"GeoJSON sources cannot have a sourceLayer parameter.\"))):\"vector\"!==o||a?(void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),i.setFeatureState(a,e.id,r)):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.removeFeatureState=function(e,r){this._checkLoaded();var n=e.source,a=this.sourceCaches[n];if(void 0!==a){var i=a.getSource().type,o=\"vector\"===i?e.sourceLayer:void 0;\"vector\"!==i||o?r&&\"string\"!=typeof e.id&&\"number\"!=typeof e.id?this.fire(new t.ErrorEvent(new Error(\"A feature id is requred to remove its specific state property.\"))):a.removeFeatureState(o,e.id,r):this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+n+\"' does not exist in the map's style.\")))},r.prototype.getFeatureState=function(e){this._checkLoaded();var r=e.source,n=e.sourceLayer,a=this.sourceCaches[r];if(void 0!==a){if(\"vector\"!==a.getSource().type||n)return void 0===e.id&&this.fire(new t.ErrorEvent(new Error(\"The feature id parameter must be provided.\"))),a.getFeatureState(n,e.id);this.fire(new t.ErrorEvent(new Error(\"The sourceLayer parameter must be provided for vector source types.\")))}else this.fire(new t.ErrorEvent(new Error(\"The source '\"+r+\"' does not exist in the map's style.\")))},r.prototype.getTransition=function(){return t.extend({duration:300,delay:0},this.stylesheet&&this.stylesheet.transition)},r.prototype.serialize=function(){return t.filterObject({version:this.stylesheet.version,name:this.stylesheet.name,metadata:this.stylesheet.metadata,light:this.stylesheet.light,center:this.stylesheet.center,zoom:this.stylesheet.zoom,bearing:this.stylesheet.bearing,pitch:this.stylesheet.pitch,sprite:this.stylesheet.sprite,glyphs:this.stylesheet.glyphs,transition:this.stylesheet.transition,sources:t.mapObject(this.sourceCaches,(function(t){return t.serialize()})),layers:this._serializeLayers(this._order)},(function(t){return void 0!==t}))},r.prototype._updateLayer=function(t){this._updatedLayers[t.id]=!0,t.source&&!this._updatedSources[t.source]&&\"raster\"!==this.sourceCaches[t.source].getSource().type&&(this._updatedSources[t.source]=\"reload\",this.sourceCaches[t.source].pause()),this._changed=!0},r.prototype._flattenAndSortRenderedFeatures=function(t){for(var e=this,r=function(t){return\"fill-extrusion\"===e._layers[t].type},n={},a=[],i=this._order.length-1;i>=0;i--){var o=this._order[i];if(r(o)){n[o]=i;for(var s=0,l=t;s<l.length;s+=1){var c=l[s][o];if(c)for(var u=0,h=c;u<h.length;u+=1)a.push(h[u])}}}a.sort((function(t,e){return e.intersectionZ-t.intersectionZ}));for(var f=[],p=this._order.length-1;p>=0;p--){var d=this._order[p];if(r(d))for(var g=a.length-1;g>=0;g--){var m=a[g].feature;if(n[m.layer.id]<p)break;f.push(m),a.pop()}else for(var v=0,y=t;v<y.length;v+=1){var x=y[v][d];if(x)for(var b=0,_=x;b<_.length;b+=1)f.push(_[b].feature)}}return f},r.prototype.queryRenderedFeatures=function(e,r,n){r&&r.filter&&this._validate(t.validateStyle.filter,\"queryRenderedFeatures.filter\",r.filter,null,r);var a={};if(r&&r.layers){if(!Array.isArray(r.layers))return this.fire(new t.ErrorEvent(new Error(\"parameters.layers must be an Array.\"))),[];for(var i=0,o=r.layers;i<o.length;i+=1){var s=o[i],l=this._layers[s];if(!l)return this.fire(new t.ErrorEvent(new Error(\"The layer '\"+s+\"' does not exist in the map's style and cannot be queried for features.\"))),[];a[l.source]=!0}}var c=[];for(var u in r.availableImages=this._availableImages,this.sourceCaches)r.layers&&!a[u]||c.push(F(this.sourceCaches[u],this._layers,this._serializedLayers,e,r,n));return this.placement&&c.push(function(t,e,r,n,a,i,o){for(var s={},l=i.queryRenderedSymbols(n),c=[],u=0,h=Object.keys(l).map(Number);u<h.length;u+=1)c.push(o[h[u]]);c.sort(B);for(var f=function(){var r=d[p],n=r.featureIndex.lookupSymbolFeatures(l[r.bucketInstanceId],e,r.bucketIndex,r.sourceLayerIndex,a.filter,a.layers,a.availableImages,t);for(var i in n){var o=s[i]=s[i]||[],c=n[i];c.sort((function(t,e){var n=r.featureSortOrder;if(n){var a=n.indexOf(t.featureIndex);return n.indexOf(e.featureIndex)-a}return e.featureIndex-t.featureIndex}));for(var u=0,h=c;u<h.length;u+=1)o.push(h[u])}},p=0,d=c;p<d.length;p+=1)f();var g=function(e){s[e].forEach((function(n){var a=n.feature,i=r[t[e].source].getFeatureState(a.layer[\"source-layer\"],a.id);a.source=a.layer.source,a.layer[\"source-layer\"]&&(a.sourceLayer=a.layer[\"source-layer\"]),a.state=i}))};for(var m in s)g(m);return s}(this._layers,this._serializedLayers,this.sourceCaches,e,r,this.placement.collisionIndex,this.placement.retainedQueryData)),this._flattenAndSortRenderedFeatures(c)},r.prototype.querySourceFeatures=function(e,r){r&&r.filter&&this._validate(t.validateStyle.filter,\"querySourceFeatures.filter\",r.filter,null,r);var n=this.sourceCaches[e];return n?function(t,e){for(var r=t.getRenderableIds().map((function(e){return t.getTileByID(e)})),n=[],a={},i=0;i<r.length;i++){var o=r[i],s=o.tileID.canonical.key;a[s]||(a[s]=!0,o.querySourceFeatures(n,e))}return n}(n,r):[]},r.prototype.addSourceType=function(t,e,n){return r.getSourceType(t)?n(new Error('A source type called \"'+t+'\" already exists.')):(r.setSourceType(t,e),e.workerSourceURL?void this.dispatcher.broadcast(\"loadWorkerSource\",{name:t,url:e.workerSourceURL},n):n(null,null))},r.prototype.getLight=function(){return this.light.getLight()},r.prototype.setLight=function(e,r){void 0===r&&(r={}),this._checkLoaded();var n=this.light.getLight(),a=!1;for(var i in e)if(!t.deepEqual(e[i],n[i])){a=!0;break}if(a){var o={now:t.browser.now(),transition:t.extend({duration:300,delay:0},this.stylesheet.transition)};this.light.setLight(e,r),this.light.updateTransitions(o)}},r.prototype._validate=function(e,r,n,a,i){return void 0===i&&(i={}),(!i||!1!==i.validate)&&Ne(this,e.call(t.validateStyle,t.extend({key:r,style:this.serialize(),value:n,styleSpec:t.styleSpec},a)))},r.prototype._remove=function(){for(var e in this._request&&(this._request.cancel(),this._request=null),this._spriteRequest&&(this._spriteRequest.cancel(),this._spriteRequest=null),t.evented.off(\"pluginStateChange\",this._rtlTextPluginCallback),this._layers)this._layers[e].setEventedParent(null);for(var r in this.sourceCaches)this.sourceCaches[r].clearTiles(),this.sourceCaches[r].setEventedParent(null);this.imageManager.setEventedParent(null),this.setEventedParent(null),this.dispatcher.remove()},r.prototype._clearSource=function(t){this.sourceCaches[t].clearTiles()},r.prototype._reloadSource=function(t){this.sourceCaches[t].resume(),this.sourceCaches[t].reload()},r.prototype._updateSources=function(t){for(var e in this.sourceCaches)this.sourceCaches[e].update(t)},r.prototype._generateCollisionBoxes=function(){for(var t in this.sourceCaches)this._reloadSource(t)},r.prototype._updatePlacement=function(e,r,n,a,i){void 0===i&&(i=!1);for(var o=!1,s=!1,l={},c=0,u=this._order;c<u.length;c+=1){var h=this._layers[u[c]];if(\"symbol\"===h.type){if(!l[h.source]){var f=this.sourceCaches[h.source];l[h.source]=f.getRenderableIds(!0).map((function(t){return f.getTileByID(t)})).sort((function(t,e){return e.tileID.overscaledZ-t.tileID.overscaledZ||(t.tileID.isLessThan(e.tileID)?-1:1)}))}var p=this.crossTileSymbolIndex.addLayer(h,l[h.source],e.center.lng);o=o||p}}if(this.crossTileSymbolIndex.pruneUnusedLayers(this._order),((i=i||this._layerOrderChanged||0===n)||!this.pauseablePlacement||this.pauseablePlacement.isDone()&&!this.placement.stillRecent(t.browser.now(),e.zoom))&&(this.pauseablePlacement=new ze(e,this._order,i,r,n,a,this.placement),this._layerOrderChanged=!1),this.pauseablePlacement.isDone()?this.placement.setStale():(this.pauseablePlacement.continuePlacement(this._order,this._layers,l),this.pauseablePlacement.isDone()&&(this.placement=this.pauseablePlacement.commit(t.browser.now()),s=!0),o&&this.pauseablePlacement.placement.setStale()),s||o)for(var d=0,g=this._order;d<g.length;d+=1){var m=this._layers[g[d]];\"symbol\"===m.type&&this.placement.updateLayerOpacities(m,l[m.source])}return!this.pauseablePlacement.isDone()||this.placement.hasTransitions(t.browser.now())},r.prototype._releaseSymbolFadeTiles=function(){for(var t in this.sourceCaches)this.sourceCaches[t].releaseSymbolFadeTiles()},r.prototype.getImages=function(t,e,r){this.imageManager.getImages(e.icons,r),this._updateTilesForChangedImages();var n=this.sourceCaches[e.source];n&&n.setDependencies(e.tileID.key,e.type,e.icons)},r.prototype.getGlyphs=function(t,e,r){this.glyphManager.getGlyphs(e.stacks,r)},r.prototype.getResource=function(e,r,n){return t.makeRequest(r,n)},r}(t.Evented);qe.getSourceType=function(t){return D[t]},qe.setSourceType=function(t,e){D[t]=e},qe.registerForPluginStateChange=t.registerForPluginStateChange;var He=t.createLayout([{name:\"a_pos\",type:\"Int16\",components:2}]),Ge=vr(\"#ifdef GL_ES\\nprecision mediump float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\",\"#ifdef GL_ES\\nprecision highp float;\\n#else\\n#if !defined(lowp)\\n#define lowp\\n#endif\\n#if !defined(mediump)\\n#define mediump\\n#endif\\n#if !defined(highp)\\n#define highp\\n#endif\\n#endif\\nvec2 unpack_float(const float packedValue) {int packedIntValue=int(packedValue);int v0=packedIntValue/256;return vec2(v0,packedIntValue-v0*256);}vec2 unpack_opacity(const float packedOpacity) {int intOpacity=int(packedOpacity)/2;return vec2(float(intOpacity)/127.0,mod(packedOpacity,2.0));}vec4 decode_color(const vec2 encodedColor) {return vec4(unpack_float(encodedColor[0])/255.0,unpack_float(encodedColor[1])/255.0\\n);}float unpack_mix_vec2(const vec2 packedValue,const float t) {return mix(packedValue[0],packedValue[1],t);}vec4 unpack_mix_color(const vec4 packedColors,const float t) {vec4 minColor=decode_color(vec2(packedColors[0],packedColors[1]));vec4 maxColor=decode_color(vec2(packedColors[2],packedColors[3]));return mix(minColor,maxColor,t);}vec2 get_pattern_pos(const vec2 pixel_coord_upper,const vec2 pixel_coord_lower,const vec2 pattern_size,const float tile_units_to_pixels,const vec2 pos) {vec2 offset=mod(mod(mod(pixel_coord_upper,pattern_size)*256.0,pattern_size)*256.0+pixel_coord_lower,pattern_size);return (tile_units_to_pixels*pos+offset)/pattern_size;}\"),Ye=vr(\"uniform vec4 u_color;uniform float u_opacity;void main() {gl_FragColor=u_color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),We=vr(\"uniform vec2 u_pattern_tl_a;uniform vec2 u_pattern_br_a;uniform vec2 u_pattern_tl_b;uniform vec2 u_pattern_br_b;uniform vec2 u_texsize;uniform float u_mix;uniform float u_opacity;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(u_pattern_tl_a/u_texsize,u_pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(u_pattern_tl_b/u_texsize,u_pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_mix)*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pattern_size_a;uniform vec2 u_pattern_size_b;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_scale_a;uniform float u_scale_b;uniform float u_tile_units_to_pixels;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_a*u_pattern_size_a,u_tile_units_to_pixels,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,u_scale_b*u_pattern_size_b,u_tile_units_to_pixels,a_pos);}\"),Ze=vr(\"varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=v_data.xy;float extrude_length=length(extrude);lowp float antialiasblur=v_data.z;float antialiased_blur=-max(blur,antialiasblur);float opacity_t=smoothstep(0.0,antialiased_blur,extrude_length-1.0);float color_t=stroke_width < 0.01 ? 0.0 : smoothstep(antialiased_blur,0.0,extrude_length-radius/(radius+stroke_width));gl_FragColor=opacity_t*mix(color*opacity,stroke_color*stroke_opacity,color_t);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform bool u_scale_with_map;uniform bool u_pitch_with_map;uniform vec2 u_extrude_scale;uniform lowp float u_device_pixel_ratio;uniform highp float u_camera_to_center_distance;attribute vec2 a_pos;varying vec3 v_data;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define mediump float radius\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define highp vec4 stroke_color\\n#pragma mapbox: define mediump float stroke_width\\n#pragma mapbox: define lowp float stroke_opacity\\nvoid main(void) {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize mediump float radius\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize highp vec4 stroke_color\\n#pragma mapbox: initialize mediump float stroke_width\\n#pragma mapbox: initialize lowp float stroke_opacity\\nvec2 extrude=vec2(mod(a_pos,2.0)*2.0-1.0);vec2 circle_center=floor(a_pos*0.5);if (u_pitch_with_map) {vec2 corner_position=circle_center;if (u_scale_with_map) {corner_position+=extrude*(radius+stroke_width)*u_extrude_scale;} else {vec4 projected_center=u_matrix*vec4(circle_center,0,1);corner_position+=extrude*(radius+stroke_width)*u_extrude_scale*(projected_center.w/u_camera_to_center_distance);}gl_Position=u_matrix*vec4(corner_position,0,1);} else {gl_Position=u_matrix*vec4(circle_center,0,1);if (u_scale_with_map) {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*u_camera_to_center_distance;} else {gl_Position.xy+=extrude*(radius+stroke_width)*u_extrude_scale*gl_Position.w;}}lowp float antialiasblur=1.0/u_device_pixel_ratio/(radius+stroke_width);v_data=vec3(extrude.x,extrude.y,antialiasblur);}\"),Xe=vr(\"void main() {gl_FragColor=vec4(1.0);}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);}\"),Je=vr(\"uniform highp float u_intensity;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main() {\\n#pragma mapbox: initialize highp float weight\\nfloat d=-0.5*3.0*3.0*dot(v_extrude,v_extrude);float val=weight*u_intensity*GAUSS_COEF*exp(d);gl_FragColor=vec4(val,1.0,1.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform float u_extrude_scale;uniform float u_opacity;uniform float u_intensity;attribute vec2 a_pos;varying vec2 v_extrude;\\n#pragma mapbox: define highp float weight\\n#pragma mapbox: define mediump float radius\\nconst highp float ZERO=1.0/255.0/16.0;\\n#define GAUSS_COEF 0.3989422804014327\\nvoid main(void) {\\n#pragma mapbox: initialize highp float weight\\n#pragma mapbox: initialize mediump float radius\\nvec2 unscaled_extrude=vec2(mod(a_pos,2.0)*2.0-1.0);float S=sqrt(-2.0*log(ZERO/weight/u_intensity/GAUSS_COEF))/3.0;v_extrude=S*unscaled_extrude;vec2 extrude=v_extrude*radius*u_extrude_scale;vec4 pos=vec4(floor(a_pos*0.5)+extrude,0,1);gl_Position=u_matrix*pos;}\"),Ke=vr(\"uniform sampler2D u_image;uniform sampler2D u_color_ramp;uniform float u_opacity;varying vec2 v_pos;void main() {float t=texture2D(u_image,v_pos).r;vec4 color=texture2D(u_color_ramp,vec2(t,0.5));gl_FragColor=color*u_opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(0.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;attribute vec2 a_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos*u_world,0,1);v_pos.x=a_pos.x;v_pos.y=1.0-a_pos.y;}\"),Qe=vr(\"varying float v_placed;varying float v_notUsed;void main() {float alpha=0.5;gl_FragColor=vec4(1.0,0.0,0.0,1.0)*alpha;if (v_placed > 0.5) {gl_FragColor=vec4(0.0,0.0,1.0,0.5)*alpha;}if (v_notUsed > 0.5) {gl_FragColor*=.1;}}\",\"attribute vec2 a_pos;attribute vec2 a_anchor_pos;attribute vec2 a_extrude;attribute vec2 a_placed;attribute vec2 a_shift;uniform mat4 u_matrix;uniform vec2 u_extrude_scale;uniform float u_camera_to_center_distance;varying float v_placed;varying float v_notUsed;void main() {vec4 projectedPoint=u_matrix*vec4(a_anchor_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);gl_Position=u_matrix*vec4(a_pos,0.0,1.0);gl_Position.xy+=(a_extrude+a_shift)*u_extrude_scale*gl_Position.w*collision_perspective_ratio;v_placed=a_placed.x;v_notUsed=a_placed.y;}\"),$e=vr(\"varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;void main() {float alpha=0.5*min(v_perspective_ratio,1.0);float stroke_radius=0.9*max(v_perspective_ratio,1.0);float distance_to_center=length(v_extrude);float distance_to_edge=abs(distance_to_center-v_radius);float opacity_t=smoothstep(-stroke_radius,0.0,-distance_to_edge);vec4 color=mix(vec4(0.0,0.0,1.0,0.5),vec4(1.0,0.0,0.0,1.0),v_collision);gl_FragColor=color*alpha*opacity_t;}\",\"attribute vec2 a_pos;attribute float a_radius;attribute vec2 a_flags;uniform mat4 u_matrix;uniform mat4 u_inv_matrix;uniform vec2 u_viewport_size;uniform float u_camera_to_center_distance;varying float v_radius;varying vec2 v_extrude;varying float v_perspective_ratio;varying float v_collision;vec3 toTilePosition(vec2 screenPos) {vec4 rayStart=u_inv_matrix*vec4(screenPos,-1.0,1.0);vec4 rayEnd  =u_inv_matrix*vec4(screenPos, 1.0,1.0);rayStart.xyz/=rayStart.w;rayEnd.xyz  /=rayEnd.w;highp float t=(0.0-rayStart.z)/(rayEnd.z-rayStart.z);return mix(rayStart.xyz,rayEnd.xyz,t);}void main() {vec2 quadCenterPos=a_pos;float radius=a_radius;float collision=a_flags.x;float vertexIdx=a_flags.y;vec2 quadVertexOffset=vec2(mix(-1.0,1.0,float(vertexIdx >=2.0)),mix(-1.0,1.0,float(vertexIdx >=1.0 && vertexIdx <=2.0)));vec2 quadVertexExtent=quadVertexOffset*radius;vec3 tilePos=toTilePosition(quadCenterPos);vec4 clipPos=u_matrix*vec4(tilePos,1.0);highp float camera_to_anchor_distance=clipPos.w;highp float collision_perspective_ratio=clamp(0.5+0.5*(u_camera_to_center_distance/camera_to_anchor_distance),0.0,4.0);float padding_factor=1.2;v_radius=radius;v_extrude=quadVertexExtent*padding_factor;v_perspective_ratio=collision_perspective_ratio;v_collision=collision;gl_Position=vec4(clipPos.xyz/clipPos.w,1.0)+vec4(quadVertexExtent*padding_factor/u_viewport_size*2.0,0.0,0.0);}\"),tr=vr(\"uniform highp vec4 u_color;uniform sampler2D u_overlay;varying vec2 v_uv;void main() {vec4 overlay_color=texture2D(u_overlay,v_uv);gl_FragColor=mix(u_color,overlay_color,overlay_color.a);}\",\"attribute vec2 a_pos;varying vec2 v_uv;uniform mat4 u_matrix;uniform float u_overlay_scale;void main() {v_uv=a_pos/8192.0;gl_Position=u_matrix*vec4(a_pos*u_overlay_scale,0,1);}\"),er=vr(\"#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_FragColor=color*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);}\"),rr=vr(\"varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=outline_color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"attribute vec2 a_pos;uniform mat4 u_matrix;uniform vec2 u_world;varying vec2 v_pos;\\n#pragma mapbox: define highp vec4 outline_color\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 outline_color\\n#pragma mapbox: initialize lowp float opacity\\ngl_Position=u_matrix*vec4(a_pos,0,1);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),nr=vr(\"uniform vec2 u_texsize;uniform sampler2D u_image;uniform float u_fade;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);float dist=length(v_pos-gl_FragCoord.xy);float alpha=1.0-smoothstep(0.0,1.0,dist);gl_FragColor=mix(color1,color2,u_fade)*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_world;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec2 v_pos;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;gl_Position=u_matrix*vec4(a_pos,0,1);vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,a_pos);v_pos=(gl_Position.xy/gl_Position.w+1.0)/2.0*u_world;}\"),ar=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);gl_FragColor=mix(color1,color2,u_fade)*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform vec3 u_scale;attribute vec2 a_pos;varying vec2 v_pos_a;varying vec2 v_pos_b;\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;gl_Position=u_matrix*vec4(a_pos,0,1);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileZoomRatio,a_pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileZoomRatio,a_pos);}\"),ir=vr(\"varying vec4 v_color;void main() {gl_FragColor=v_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;uniform float u_vertical_gradient;uniform lowp float u_opacity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec4 v_color;\\n#pragma mapbox: define highp float base\\n#pragma mapbox: define highp float height\\n#pragma mapbox: define highp vec4 color\\nvoid main() {\\n#pragma mapbox: initialize highp float base\\n#pragma mapbox: initialize highp float height\\n#pragma mapbox: initialize highp vec4 color\\nvec3 normal=a_normal_ed.xyz;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);gl_Position=u_matrix*vec4(a_pos,t > 0.0 ? height : base,1);float colorvalue=color.r*0.2126+color.g*0.7152+color.b*0.0722;v_color=vec4(0.0,0.0,0.0,1.0);vec4 ambientlight=vec4(0.03,0.03,0.03,1.0);color+=ambientlight;float directional=clamp(dot(normal/16384.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((1.0-colorvalue+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_color.r+=clamp(color.r*directional*u_lightcolor.r,mix(0.0,0.3,1.0-u_lightcolor.r),1.0);v_color.g+=clamp(color.g*directional*u_lightcolor.g,mix(0.0,0.3,1.0-u_lightcolor.g),1.0);v_color.b+=clamp(color.b*directional*u_lightcolor.b,mix(0.0,0.3,1.0-u_lightcolor.b),1.0);v_color*=u_opacity;}\"),or=vr(\"uniform vec2 u_texsize;uniform float u_fade;uniform sampler2D u_image;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;vec2 imagecoord=mod(v_pos_a,1.0);vec2 pos=mix(pattern_tl_a/u_texsize,pattern_br_a/u_texsize,imagecoord);vec4 color1=texture2D(u_image,pos);vec2 imagecoord_b=mod(v_pos_b,1.0);vec2 pos2=mix(pattern_tl_b/u_texsize,pattern_br_b/u_texsize,imagecoord_b);vec4 color2=texture2D(u_image,pos2);vec4 mixedColor=mix(color1,color2,u_fade);gl_FragColor=mixedColor*v_lighting;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_pixel_coord_upper;uniform vec2 u_pixel_coord_lower;uniform float u_height_factor;uniform vec3 u_scale;uniform float u_vertical_gradient;uniform lowp float u_opacity;uniform vec3 u_lightcolor;uniform lowp vec3 u_lightpos;uniform lowp float u_lightintensity;attribute vec2 a_pos;attribute vec4 a_normal_ed;varying vec2 v_pos_a;varying vec2 v_pos_b;varying vec4 v_lighting;\\n#pragma mapbox: define lowp float base\\n#pragma mapbox: define lowp float height\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float base\\n#pragma mapbox: initialize lowp float height\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec3 normal=a_normal_ed.xyz;float edgedistance=a_normal_ed.w;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;base=max(0.0,base);height=max(0.0,height);float t=mod(normal.x,2.0);float z=t > 0.0 ? height : base;gl_Position=u_matrix*vec4(a_pos,z,1);vec2 pos=normal.x==1.0 && normal.y==0.0 && normal.z==16384.0\\n? a_pos\\n: vec2(edgedistance,z*u_height_factor);v_pos_a=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,fromScale*display_size_a,tileRatio,pos);v_pos_b=get_pattern_pos(u_pixel_coord_upper,u_pixel_coord_lower,toScale*display_size_b,tileRatio,pos);v_lighting=vec4(0.0,0.0,0.0,1.0);float directional=clamp(dot(normal/16383.0,u_lightpos),0.0,1.0);directional=mix((1.0-u_lightintensity),max((0.5+u_lightintensity),1.0),directional);if (normal.y !=0.0) {directional*=((1.0-u_vertical_gradient)+(u_vertical_gradient*clamp((t+base)*pow(height/150.0,0.5),mix(0.7,0.98,1.0-u_lightintensity),1.0)));}v_lighting.rgb+=clamp(directional*u_lightcolor,mix(vec3(0.0),vec3(0.3),1.0-u_lightcolor),vec3(1.0));v_lighting*=u_opacity;}\"),sr=vr(\"#ifdef GL_ES\\nprecision highp float;\\n#endif\\nuniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_dimension;uniform float u_zoom;uniform float u_maxzoom;uniform vec4 u_unpack;float getElevation(vec2 coord,float bias) {vec4 data=texture2D(u_image,coord)*255.0;data.a=-1.0;return dot(data,u_unpack)/4.0;}void main() {vec2 epsilon=1.0/u_dimension;float a=getElevation(v_pos+vec2(-epsilon.x,-epsilon.y),0.0);float b=getElevation(v_pos+vec2(0,-epsilon.y),0.0);float c=getElevation(v_pos+vec2(epsilon.x,-epsilon.y),0.0);float d=getElevation(v_pos+vec2(-epsilon.x,0),0.0);float e=getElevation(v_pos,0.0);float f=getElevation(v_pos+vec2(epsilon.x,0),0.0);float g=getElevation(v_pos+vec2(-epsilon.x,epsilon.y),0.0);float h=getElevation(v_pos+vec2(0,epsilon.y),0.0);float i=getElevation(v_pos+vec2(epsilon.x,epsilon.y),0.0);float exaggeration=u_zoom < 2.0 ? 0.4 : u_zoom < 4.5 ? 0.35 : 0.3;vec2 deriv=vec2((c+f+f+i)-(a+d+d+g),(g+h+h+i)-(a+b+b+c))/ pow(2.0,(u_zoom-u_maxzoom)*exaggeration+19.2562-u_zoom);gl_FragColor=clamp(vec4(deriv.x/2.0+0.5,deriv.y/2.0+0.5,1.0,1.0),0.0,1.0);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_dimension;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);highp vec2 epsilon=1.0/u_dimension;float scale=(u_dimension.x-2.0)/u_dimension.x;v_pos=(a_texture_pos/8192.0)*scale+epsilon;}\"),lr=vr(\"uniform sampler2D u_image;varying vec2 v_pos;uniform vec2 u_latrange;uniform vec2 u_light;uniform vec4 u_shadow;uniform vec4 u_highlight;uniform vec4 u_accent;\\n#define PI 3.141592653589793\\nvoid main() {vec4 pixel=texture2D(u_image,v_pos);vec2 deriv=((pixel.rg*2.0)-1.0);float scaleFactor=cos(radians((u_latrange[0]-u_latrange[1])*(1.0-v_pos.y)+u_latrange[1]));float slope=atan(1.25*length(deriv)/scaleFactor);float aspect=deriv.x !=0.0 ? atan(deriv.y,-deriv.x) : PI/2.0*(deriv.y > 0.0 ? 1.0 :-1.0);float intensity=u_light.x;float azimuth=u_light.y+PI;float base=1.875-intensity*1.75;float maxValue=0.5*PI;float scaledSlope=intensity !=0.5 ? ((pow(base,slope)-1.0)/(pow(base,maxValue)-1.0))*maxValue : slope;float accent=cos(scaledSlope);vec4 accent_color=(1.0-accent)*u_accent*clamp(intensity*2.0,0.0,1.0);float shade=abs(mod((aspect+azimuth)/PI+0.5,2.0)-1.0);vec4 shade_color=mix(u_shadow,u_highlight,shade)*sin(scaledSlope)*clamp(intensity*2.0,0.0,1.0);gl_FragColor=accent_color*(1.0-shade_color.a)+shade_color;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos=a_texture_pos/8192.0;}\"),cr=vr(\"uniform lowp float u_device_pixel_ratio;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform vec2 u_units_to_pixels;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_linesofar;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),ur=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;varying vec2 v_width2;varying vec2 v_normal;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);vec4 color=texture2D(u_image,vec2(v_lineprogress,0.5));gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define MAX_LINE_DISTANCE 32767.0\\n#define scale 0.015873016\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying float v_gamma_scale;varying highp float v_lineprogress;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;v_lineprogress=(floor(a_data.z/4.0)+a_data.w*64.0)*2.0/MAX_LINE_DISTANCE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_width2=vec2(outset,inset);}\"),hr=vr(\"uniform lowp float u_device_pixel_ratio;uniform vec2 u_texsize;uniform float u_fade;uniform mediump vec3 u_scale;uniform sampler2D u_image;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\nvec2 pattern_tl_a=pattern_from.xy;vec2 pattern_br_a=pattern_from.zw;vec2 pattern_tl_b=pattern_to.xy;vec2 pattern_br_b=pattern_to.zw;float tileZoomRatio=u_scale.x;float fromScale=u_scale.y;float toScale=u_scale.z;vec2 display_size_a=(pattern_br_a-pattern_tl_a)/pixel_ratio_from;vec2 display_size_b=(pattern_br_b-pattern_tl_b)/pixel_ratio_to;vec2 pattern_size_a=vec2(display_size_a.x*fromScale/tileZoomRatio,display_size_a.y);vec2 pattern_size_b=vec2(display_size_b.x*toScale/tileZoomRatio,display_size_b.y);float aspect_a=display_size_a.y/v_width;float aspect_b=display_size_b.y/v_width;float dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float x_a=mod(v_linesofar/pattern_size_a.x*aspect_a,1.0);float x_b=mod(v_linesofar/pattern_size_b.x*aspect_b,1.0);float y=0.5*v_normal.y+0.5;vec2 texel_size=1.0/u_texsize;vec2 pos_a=mix(pattern_tl_a*texel_size-texel_size,pattern_br_a*texel_size+texel_size,vec2(x_a,y));vec2 pos_b=mix(pattern_tl_b*texel_size-texel_size,pattern_br_b*texel_size+texel_size,vec2(x_b,y));vec4 color=mix(texture2D(u_image,pos_a),texture2D(u_image,pos_b),u_fade);gl_FragColor=color*alpha*opacity;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform vec2 u_units_to_pixels;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;varying vec2 v_normal;varying vec2 v_width2;varying float v_linesofar;varying float v_gamma_scale;varying float v_width;\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\n#pragma mapbox: define lowp vec4 pattern_from\\n#pragma mapbox: define lowp vec4 pattern_to\\n#pragma mapbox: define lowp float pixel_ratio_from\\n#pragma mapbox: define lowp float pixel_ratio_to\\nvoid main() {\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\n#pragma mapbox: initialize mediump vec4 pattern_from\\n#pragma mapbox: initialize mediump vec4 pattern_to\\n#pragma mapbox: initialize lowp float pixel_ratio_from\\n#pragma mapbox: initialize lowp float pixel_ratio_to\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_linesofar=a_linesofar;v_width2=vec2(outset,inset);v_width=floorwidth;}\"),fr=vr(\"uniform lowp float u_device_pixel_ratio;uniform sampler2D u_image;uniform float u_sdfgamma;uniform float u_mix;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat dist=length(v_normal)*v_width2.s;float blur2=(blur+1.0/u_device_pixel_ratio)*v_gamma_scale;float alpha=clamp(min(dist-(v_width2.t-blur2),v_width2.s-dist)/blur2,0.0,1.0);float sdfdist_a=texture2D(u_image,v_tex_a).a;float sdfdist_b=texture2D(u_image,v_tex_b).a;float sdfdist=mix(sdfdist_a,sdfdist_b,u_mix);alpha*=smoothstep(0.5-u_sdfgamma/floorwidth,0.5+u_sdfgamma/floorwidth,sdfdist);gl_FragColor=color*(alpha*opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"\\n#define scale 0.015873016\\n#define LINE_DISTANCE_SCALE 2.0\\nattribute vec2 a_pos_normal;attribute vec4 a_data;uniform mat4 u_matrix;uniform mediump float u_ratio;uniform lowp float u_device_pixel_ratio;uniform vec2 u_patternscale_a;uniform float u_tex_y_a;uniform vec2 u_patternscale_b;uniform float u_tex_y_b;uniform vec2 u_units_to_pixels;varying vec2 v_normal;varying vec2 v_width2;varying vec2 v_tex_a;varying vec2 v_tex_b;varying float v_gamma_scale;\\n#pragma mapbox: define highp vec4 color\\n#pragma mapbox: define lowp float blur\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define mediump float gapwidth\\n#pragma mapbox: define lowp float offset\\n#pragma mapbox: define mediump float width\\n#pragma mapbox: define lowp float floorwidth\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 color\\n#pragma mapbox: initialize lowp float blur\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize mediump float gapwidth\\n#pragma mapbox: initialize lowp float offset\\n#pragma mapbox: initialize mediump float width\\n#pragma mapbox: initialize lowp float floorwidth\\nfloat ANTIALIASING=1.0/u_device_pixel_ratio/2.0;vec2 a_extrude=a_data.xy-128.0;float a_direction=mod(a_data.z,4.0)-1.0;float a_linesofar=(floor(a_data.z/4.0)+a_data.w*64.0)*LINE_DISTANCE_SCALE;vec2 pos=floor(a_pos_normal*0.5);mediump vec2 normal=a_pos_normal-2.0*pos;normal.y=normal.y*2.0-1.0;v_normal=normal;gapwidth=gapwidth/2.0;float halfwidth=width/2.0;offset=-1.0*offset;float inset=gapwidth+(gapwidth > 0.0 ? ANTIALIASING : 0.0);float outset=gapwidth+halfwidth*(gapwidth > 0.0 ? 2.0 : 1.0)+(halfwidth==0.0 ? 0.0 : ANTIALIASING);mediump vec2 dist=outset*a_extrude*scale;mediump float u=0.5*a_direction;mediump float t=1.0-abs(u);mediump vec2 offset2=offset*a_extrude*scale*normal.y*mat2(t,-u,u,t);vec4 projected_extrude=u_matrix*vec4(dist/u_ratio,0.0,0.0);gl_Position=u_matrix*vec4(pos+offset2/u_ratio,0.0,1.0)+projected_extrude;float extrude_length_without_perspective=length(dist);float extrude_length_with_perspective=length(projected_extrude.xy/gl_Position.w*u_units_to_pixels);v_gamma_scale=extrude_length_without_perspective/extrude_length_with_perspective;v_tex_a=vec2(a_linesofar*u_patternscale_a.x/floorwidth,normal.y*u_patternscale_a.y+u_tex_y_a);v_tex_b=vec2(a_linesofar*u_patternscale_b.x/floorwidth,normal.y*u_patternscale_b.y+u_tex_y_b);v_width2=vec2(outset,inset);}\"),pr=vr(\"uniform float u_fade_t;uniform float u_opacity;uniform sampler2D u_image0;uniform sampler2D u_image1;varying vec2 v_pos0;varying vec2 v_pos1;uniform float u_brightness_low;uniform float u_brightness_high;uniform float u_saturation_factor;uniform float u_contrast_factor;uniform vec3 u_spin_weights;void main() {vec4 color0=texture2D(u_image0,v_pos0);vec4 color1=texture2D(u_image1,v_pos1);if (color0.a > 0.0) {color0.rgb=color0.rgb/color0.a;}if (color1.a > 0.0) {color1.rgb=color1.rgb/color1.a;}vec4 color=mix(color0,color1,u_fade_t);color.a*=u_opacity;vec3 rgb=color.rgb;rgb=vec3(dot(rgb,u_spin_weights.xyz),dot(rgb,u_spin_weights.zxy),dot(rgb,u_spin_weights.yzx));float average=(color.r+color.g+color.b)/3.0;rgb+=(average-rgb)*u_saturation_factor;rgb=(rgb-0.5)*u_contrast_factor+0.5;vec3 u_high_vec=vec3(u_brightness_low,u_brightness_low,u_brightness_low);vec3 u_low_vec=vec3(u_brightness_high,u_brightness_high,u_brightness_high);gl_FragColor=vec4(mix(u_high_vec,u_low_vec,rgb)*color.a,color.a);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"uniform mat4 u_matrix;uniform vec2 u_tl_parent;uniform float u_scale_parent;uniform float u_buffer_scale;attribute vec2 a_pos;attribute vec2 a_texture_pos;varying vec2 v_pos0;varying vec2 v_pos1;void main() {gl_Position=u_matrix*vec4(a_pos,0,1);v_pos0=(((a_texture_pos/8192.0)-0.5)/u_buffer_scale )+0.5;v_pos1=(v_pos0*u_scale_parent)+u_tl_parent;}\"),dr=vr(\"uniform sampler2D u_texture;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nlowp float alpha=opacity*v_fade_opacity;gl_FragColor=texture2D(u_texture,v_tex)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform highp float u_camera_to_center_distance;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform float u_fade_change;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform vec2 u_texsize;varying vec2 v_tex;varying float v_fade_opacity;\\n#pragma mapbox: define lowp float opacity\\nvoid main() {\\n#pragma mapbox: initialize lowp float opacity\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;vec2 a_minFontScale=a_pixeloffset.zw/256.0;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*max(a_minFontScale,fontScale)+a_pxoffset/16.0),0.0,1.0);v_tex=a_tex/u_texsize;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;v_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));}\"),gr=vr(\"#define SDF_PX 8.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;uniform bool u_is_text;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat EDGE_GAMMA=0.105/u_device_pixel_ratio;vec2 tex=v_data0.xy;float gamma_scale=v_data1.x;float size=v_data1.y;float fade_opacity=v_data1[2];float fontScale=u_is_text ? size/24.0 : size;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec4 a_pixeloffset;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;varying vec2 v_data0;varying vec3 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);vec2 a_pxoffset=a_pixeloffset.xy;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=u_is_text ? size/24.0 : size;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale+a_pxoffset),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0=a_tex/u_texsize;v_data1=vec3(gamma_scale,size,interpolated_fade_opacity);}\"),mr=vr(\"#define SDF_PX 8.0\\n#define SDF 1.0\\n#define ICON 0.0\\nuniform bool u_is_halo;uniform sampler2D u_texture;uniform sampler2D u_texture_icon;uniform highp float u_gamma_scale;uniform lowp float u_device_pixel_ratio;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nfloat fade_opacity=v_data1[2];if (v_data1.w==ICON) {vec2 tex_icon=v_data0.zw;lowp float alpha=opacity*fade_opacity;gl_FragColor=texture2D(u_texture_icon,tex_icon)*alpha;\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\nreturn;}vec2 tex=v_data0.xy;float EDGE_GAMMA=0.105/u_device_pixel_ratio;float gamma_scale=v_data1.x;float size=v_data1.y;float fontScale=size/24.0;lowp vec4 color=fill_color;highp float gamma=EDGE_GAMMA/(fontScale*u_gamma_scale);lowp float buff=(256.0-64.0)/256.0;if (u_is_halo) {color=halo_color;gamma=(halo_blur*1.19/SDF_PX+EDGE_GAMMA)/(fontScale*u_gamma_scale);buff=(6.0-halo_width/fontScale)/SDF_PX;}lowp float dist=texture2D(u_texture,tex).a;highp float gamma_scaled=gamma*gamma_scale;highp float alpha=smoothstep(buff-gamma_scaled,buff+gamma_scaled,dist);gl_FragColor=color*(alpha*opacity*fade_opacity);\\n#ifdef OVERDRAW_INSPECTOR\\ngl_FragColor=vec4(1.0);\\n#endif\\n}\",\"const float PI=3.141592653589793;attribute vec4 a_pos_offset;attribute vec4 a_data;attribute vec3 a_projected_pos;attribute float a_fade_opacity;uniform bool u_is_size_zoom_constant;uniform bool u_is_size_feature_constant;uniform highp float u_size_t;uniform highp float u_size;uniform mat4 u_matrix;uniform mat4 u_label_plane_matrix;uniform mat4 u_coord_matrix;uniform bool u_is_text;uniform bool u_pitch_with_map;uniform highp float u_pitch;uniform bool u_rotate_symbol;uniform highp float u_aspect_ratio;uniform highp float u_camera_to_center_distance;uniform float u_fade_change;uniform vec2 u_texsize;uniform vec2 u_texsize_icon;varying vec4 v_data0;varying vec4 v_data1;\\n#pragma mapbox: define highp vec4 fill_color\\n#pragma mapbox: define highp vec4 halo_color\\n#pragma mapbox: define lowp float opacity\\n#pragma mapbox: define lowp float halo_width\\n#pragma mapbox: define lowp float halo_blur\\nvoid main() {\\n#pragma mapbox: initialize highp vec4 fill_color\\n#pragma mapbox: initialize highp vec4 halo_color\\n#pragma mapbox: initialize lowp float opacity\\n#pragma mapbox: initialize lowp float halo_width\\n#pragma mapbox: initialize lowp float halo_blur\\nvec2 a_pos=a_pos_offset.xy;vec2 a_offset=a_pos_offset.zw;vec2 a_tex=a_data.xy;vec2 a_size=a_data.zw;float a_size_min=floor(a_size[0]*0.5);float is_sdf=a_size[0]-2.0*a_size_min;highp float segment_angle=-a_projected_pos[2];float size;if (!u_is_size_zoom_constant && !u_is_size_feature_constant) {size=mix(a_size_min,a_size[1],u_size_t)/128.0;} else if (u_is_size_zoom_constant && !u_is_size_feature_constant) {size=a_size_min/128.0;} else {size=u_size;}vec4 projectedPoint=u_matrix*vec4(a_pos,0,1);highp float camera_to_anchor_distance=projectedPoint.w;highp float distance_ratio=u_pitch_with_map ?\\ncamera_to_anchor_distance/u_camera_to_center_distance :\\nu_camera_to_center_distance/camera_to_anchor_distance;highp float perspective_ratio=clamp(0.5+0.5*distance_ratio,0.0,4.0);size*=perspective_ratio;float fontScale=size/24.0;highp float symbol_rotation=0.0;if (u_rotate_symbol) {vec4 offsetProjectedPoint=u_matrix*vec4(a_pos+vec2(1,0),0,1);vec2 a=projectedPoint.xy/projectedPoint.w;vec2 b=offsetProjectedPoint.xy/offsetProjectedPoint.w;symbol_rotation=atan((b.y-a.y)/u_aspect_ratio,b.x-a.x);}highp float angle_sin=sin(segment_angle+symbol_rotation);highp float angle_cos=cos(segment_angle+symbol_rotation);mat2 rotation_matrix=mat2(angle_cos,-1.0*angle_sin,angle_sin,angle_cos);vec4 projected_pos=u_label_plane_matrix*vec4(a_projected_pos.xy,0.0,1.0);gl_Position=u_coord_matrix*vec4(projected_pos.xy/projected_pos.w+rotation_matrix*(a_offset/32.0*fontScale),0.0,1.0);float gamma_scale=gl_Position.w;vec2 fade_opacity=unpack_opacity(a_fade_opacity);float fade_change=fade_opacity[1] > 0.5 ? u_fade_change :-u_fade_change;float interpolated_fade_opacity=max(0.0,min(1.0,fade_opacity[0]+fade_change));v_data0.xy=a_tex/u_texsize;v_data0.zw=a_tex/u_texsize_icon;v_data1=vec4(gamma_scale,size,interpolated_fade_opacity,is_sdf);}\");function vr(t,e){var r=/#pragma mapbox: ([\\w]+) ([\\w]+) ([\\w]+) ([\\w]+)/g,n={};return{fragmentSource:t=t.replace(r,(function(t,e,r,a,i){return n[i]=!0,\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"\\n#ifdef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"})),vertexSource:e=e.replace(r,(function(t,e,r,a,i){var o=\"float\"===a?\"vec2\":\"vec4\",s=i.match(/color/)?\"color\":o;return n[i]?\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\nvarying \"+r+\" \"+a+\" \"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"define\"===e?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\nuniform lowp float u_\"+i+\"_t;\\nattribute \"+r+\" \"+o+\" a_\"+i+\";\\n#else\\nuniform \"+r+\" \"+a+\" u_\"+i+\";\\n#endif\\n\":\"vec4\"===s?\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = a_\"+i+\";\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\":\"\\n#ifndef HAS_UNIFORM_u_\"+i+\"\\n    \"+r+\" \"+a+\" \"+i+\" = unpack_mix_\"+s+\"(a_\"+i+\", u_\"+i+\"_t);\\n#else\\n    \"+r+\" \"+a+\" \"+i+\" = u_\"+i+\";\\n#endif\\n\"}))}}var yr=Object.freeze({__proto__:null,prelude:Ge,background:Ye,backgroundPattern:We,circle:Ze,clippingMask:Xe,heatmap:Je,heatmapTexture:Ke,collisionBox:Qe,collisionCircle:$e,debug:tr,fill:er,fillOutline:rr,fillOutlinePattern:nr,fillPattern:ar,fillExtrusion:ir,fillExtrusionPattern:or,hillshadePrepare:sr,hillshade:lr,line:cr,lineGradient:ur,linePattern:hr,lineSDF:fr,raster:pr,symbolIcon:dr,symbolSDF:gr,symbolTextAndIcon:mr}),xr=function(){this.boundProgram=null,this.boundLayoutVertexBuffer=null,this.boundPaintVertexBuffers=[],this.boundIndexBuffer=null,this.boundVertexOffset=null,this.boundDynamicVertexBuffer=null,this.vao=null};xr.prototype.bind=function(t,e,r,n,a,i,o,s){this.context=t;for(var l=this.boundPaintVertexBuffers.length!==n.length,c=0;!l&&c<n.length;c++)this.boundPaintVertexBuffers[c]!==n[c]&&(l=!0);t.extVertexArrayObject&&this.vao&&this.boundProgram===e&&this.boundLayoutVertexBuffer===r&&!l&&this.boundIndexBuffer===a&&this.boundVertexOffset===i&&this.boundDynamicVertexBuffer===o&&this.boundDynamicVertexBuffer2===s?(t.bindVertexArrayOES.set(this.vao),o&&o.bind(),a&&a.dynamicDraw&&a.bind(),s&&s.bind()):this.freshBind(e,r,n,a,i,o,s)},xr.prototype.freshBind=function(t,e,r,n,a,i,o){var s,l=t.numAttributes,c=this.context,u=c.gl;if(c.extVertexArrayObject)this.vao&&this.destroy(),this.vao=c.extVertexArrayObject.createVertexArrayOES(),c.bindVertexArrayOES.set(this.vao),s=0,this.boundProgram=t,this.boundLayoutVertexBuffer=e,this.boundPaintVertexBuffers=r,this.boundIndexBuffer=n,this.boundVertexOffset=a,this.boundDynamicVertexBuffer=i,this.boundDynamicVertexBuffer2=o;else{s=c.currentNumAttributes||0;for(var h=l;h<s;h++)u.disableVertexAttribArray(h)}e.enableAttributes(u,t);for(var f=0,p=r;f<p.length;f+=1)p[f].enableAttributes(u,t);i&&i.enableAttributes(u,t),o&&o.enableAttributes(u,t),e.bind(),e.setVertexAttribPointers(u,t,a);for(var d=0,g=r;d<g.length;d+=1){var m=g[d];m.bind(),m.setVertexAttribPointers(u,t,a)}i&&(i.bind(),i.setVertexAttribPointers(u,t,a)),n&&n.bind(),o&&(o.bind(),o.setVertexAttribPointers(u,t,a)),c.currentNumAttributes=l},xr.prototype.destroy=function(){this.vao&&(this.context.extVertexArrayObject.deleteVertexArrayOES(this.vao),this.vao=null)};var br=function(t,e,r,n,a){var i=t.gl;this.program=i.createProgram();var o=r?r.defines():[];a&&o.push(\"#define OVERDRAW_INSPECTOR;\");var s=o.concat(Ge.fragmentSource,e.fragmentSource).join(\"\\n\"),l=o.concat(Ge.vertexSource,e.vertexSource).join(\"\\n\"),c=i.createShader(i.FRAGMENT_SHADER);if(i.isContextLost())this.failedToCreate=!0;else{i.shaderSource(c,s),i.compileShader(c),i.attachShader(this.program,c);var u=i.createShader(i.VERTEX_SHADER);if(i.isContextLost())this.failedToCreate=!0;else{i.shaderSource(u,l),i.compileShader(u),i.attachShader(this.program,u);for(var h=r?r.layoutAttributes:[],f=0;f<h.length;f++)i.bindAttribLocation(this.program,f,h[f].name);i.linkProgram(this.program),i.deleteShader(u),i.deleteShader(c),this.numAttributes=i.getProgramParameter(this.program,i.ACTIVE_ATTRIBUTES),this.attributes={};for(var p={},d=0;d<this.numAttributes;d++){var g=i.getActiveAttrib(this.program,d);g&&(this.attributes[g.name]=i.getAttribLocation(this.program,g.name))}for(var m=i.getProgramParameter(this.program,i.ACTIVE_UNIFORMS),v=0;v<m;v++){var y=i.getActiveUniform(this.program,v);y&&(p[y.name]=i.getUniformLocation(this.program,y.name))}this.fixedUniforms=n(t,p),this.binderUniforms=r?r.getUniforms(t,p):[]}}};function _r(t,e,r){var n=1/fe(r,1,e.transform.tileZoom),a=Math.pow(2,r.tileID.overscaledZ),i=r.tileSize*Math.pow(2,e.transform.tileZoom)/a,o=i*(r.tileID.canonical.x+r.tileID.wrap*a),s=i*r.tileID.canonical.y;return{u_image:0,u_texsize:r.imageAtlasTexture.size,u_scale:[n,t.fromScale,t.toScale],u_fade:t.t,u_pixel_coord_upper:[o>>16,s>>16],u_pixel_coord_lower:[65535&o,65535&s]}}br.prototype.draw=function(t,e,r,n,a,i,o,s,l,c,u,h,f,p,d,g){var m,v=t.gl;if(!this.failedToCreate){for(var y in t.program.set(this.program),t.setDepthMode(r),t.setStencilMode(n),t.setColorMode(a),t.setCullFace(i),this.fixedUniforms)this.fixedUniforms[y].set(o[y]);p&&p.setUniforms(t,this.binderUniforms,h,{zoom:f});for(var x=(m={},m[v.LINES]=2,m[v.TRIANGLES]=3,m[v.LINE_STRIP]=1,m)[e],b=0,_=u.get();b<_.length;b+=1){var w=_[b],T=w.vaos||(w.vaos={});(T[s]||(T[s]=new xr)).bind(t,this,l,p?p.getPaintVertexBuffers():[],c,w.vertexOffset,d,g),v.drawElements(e,w.primitiveLength*x,v.UNSIGNED_SHORT,w.primitiveOffset*x*2)}}};var wr=function(e,r,n,a){var i=r.style.light,o=i.properties.get(\"position\"),s=[o.x,o.y,o.z],l=t.create$1();\"viewport\"===i.properties.get(\"anchor\")&&t.fromRotation(l,-r.transform.angle),t.transformMat3(s,s,l);var c=i.properties.get(\"color\");return{u_matrix:e,u_lightpos:s,u_lightintensity:i.properties.get(\"intensity\"),u_lightcolor:[c.r,c.g,c.b],u_vertical_gradient:+n,u_opacity:a}},Tr=function(e,r,n,a,i,o,s){return t.extend(wr(e,r,n,a),_r(o,r,s),{u_height_factor:-Math.pow(2,i.overscaledZ)/s.tileSize/8})},kr=function(t){return{u_matrix:t}},Mr=function(e,r,n,a){return t.extend(kr(e),_r(n,r,a))},Ar=function(t,e){return{u_matrix:t,u_world:e}},Sr=function(e,r,n,a,i){return t.extend(Mr(e,r,n,a),{u_world:i})},Er=function(e,r,n,a){var i,o,s=e.transform;if(\"map\"===a.paint.get(\"circle-pitch-alignment\")){var l=fe(n,1,s.zoom);i=!0,o=[l,l]}else i=!1,o=s.pixelsToGLUnits;return{u_camera_to_center_distance:s.cameraToCenterDistance,u_scale_with_map:+(\"map\"===a.paint.get(\"circle-pitch-scale\")),u_matrix:e.translatePosMatrix(r.posMatrix,n,a.paint.get(\"circle-translate\"),a.paint.get(\"circle-translate-anchor\")),u_pitch_with_map:+i,u_device_pixel_ratio:t.browser.devicePixelRatio,u_extrude_scale:o}},Cr=function(t,e,r){var n=fe(r,1,e.zoom),a=Math.pow(2,e.zoom-r.tileID.overscaledZ),i=r.tileID.overscaleFactor();return{u_matrix:t,u_camera_to_center_distance:e.cameraToCenterDistance,u_pixels_to_tile_units:n,u_extrude_scale:[e.pixelsToGLUnits[0]/(n*a),e.pixelsToGLUnits[1]/(n*a)],u_overscale_factor:i}},Lr=function(t,e,r){return{u_matrix:t,u_inv_matrix:e,u_camera_to_center_distance:r.cameraToCenterDistance,u_viewport_size:[r.width,r.height]}},Pr=function(t,e,r){return void 0===r&&(r=1),{u_matrix:t,u_color:e,u_overlay:0,u_overlay_scale:r}},Ir=function(t){return{u_matrix:t}},zr=function(t,e,r,n){return{u_matrix:t,u_extrude_scale:fe(e,1,r),u_intensity:n}},Or=function(e,r,n){var a=e.transform;return{u_matrix:Nr(e,r,n),u_ratio:1/fe(r,1,a.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_units_to_pixels:[1/a.pixelsToGLUnits[0],1/a.pixelsToGLUnits[1]]}},Dr=function(e,r,n){return t.extend(Or(e,r,n),{u_image:0})},Rr=function(e,r,n,a){var i=e.transform,o=Br(r,i);return{u_matrix:Nr(e,r,n),u_texsize:r.imageAtlasTexture.size,u_ratio:1/fe(r,1,i.zoom),u_device_pixel_ratio:t.browser.devicePixelRatio,u_image:0,u_scale:[o,a.fromScale,a.toScale],u_fade:a.t,u_units_to_pixels:[1/i.pixelsToGLUnits[0],1/i.pixelsToGLUnits[1]]}},Fr=function(e,r,n,a,i){var o=e.lineAtlas,s=Br(r,e.transform),l=\"round\"===n.layout.get(\"line-cap\"),c=o.getDash(a.from,l),u=o.getDash(a.to,l),h=c.width*i.fromScale,f=u.width*i.toScale;return t.extend(Or(e,r,n),{u_patternscale_a:[s/h,-c.height/2],u_patternscale_b:[s/f,-u.height/2],u_sdfgamma:o.width/(256*Math.min(h,f)*t.browser.devicePixelRatio)/2,u_image:0,u_tex_y_a:c.y,u_tex_y_b:u.y,u_mix:i.t})};function Br(t,e){return 1/fe(t,1,e.tileZoom)}function Nr(t,e,r){return t.translatePosMatrix(e.tileID.posMatrix,e,r.paint.get(\"line-translate\"),r.paint.get(\"line-translate-anchor\"))}var jr=function(t,e,r,n,a){return{u_matrix:t,u_tl_parent:e,u_scale_parent:r,u_buffer_scale:1,u_fade_t:n.mix,u_opacity:n.opacity*a.paint.get(\"raster-opacity\"),u_image0:0,u_image1:1,u_brightness_low:a.paint.get(\"raster-brightness-min\"),u_brightness_high:a.paint.get(\"raster-brightness-max\"),u_saturation_factor:(o=a.paint.get(\"raster-saturation\"),o>0?1-1/(1.001-o):-o),u_contrast_factor:(i=a.paint.get(\"raster-contrast\"),i>0?1/(1-i):1+i),u_spin_weights:Ur(a.paint.get(\"raster-hue-rotate\"))};var i,o};function Ur(t){t*=Math.PI/180;var e=Math.sin(t),r=Math.cos(t);return[(2*r+1)/3,(-Math.sqrt(3)*e-r+1)/3,(Math.sqrt(3)*e-r+1)/3]}var Vr,qr=function(t,e,r,n,a,i,o,s,l,c){var u=a.transform;return{u_is_size_zoom_constant:+(\"constant\"===t||\"source\"===t),u_is_size_feature_constant:+(\"constant\"===t||\"camera\"===t),u_size_t:e?e.uSizeT:0,u_size:e?e.uSize:0,u_camera_to_center_distance:u.cameraToCenterDistance,u_pitch:u.pitch/360*2*Math.PI,u_rotate_symbol:+r,u_aspect_ratio:u.width/u.height,u_fade_change:a.options.fadeDuration?a.symbolFadeChange:1,u_matrix:i,u_label_plane_matrix:o,u_coord_matrix:s,u_is_text:+l,u_pitch_with_map:+n,u_texsize:c,u_texture:0}},Hr=function(e,r,n,a,i,o,s,l,c,u,h){var f=i.transform;return t.extend(qr(e,r,n,a,i,o,s,l,c,u),{u_gamma_scale:a?Math.cos(f._pitch)*f.cameraToCenterDistance:1,u_device_pixel_ratio:t.browser.devicePixelRatio,u_is_halo:+h})},Gr=function(e,r,n,a,i,o,s,l,c,u){return t.extend(Hr(e,r,n,a,i,o,s,l,!0,c,!0),{u_texsize_icon:u,u_texture_icon:1})},Yr=function(t,e,r){return{u_matrix:t,u_opacity:e,u_color:r}},Wr=function(e,r,n,a,i,o){return t.extend(function(t,e,r,n){var a=r.imageManager.getPattern(t.from.toString()),i=r.imageManager.getPattern(t.to.toString()),o=r.imageManager.getPixelSize(),s=o.width,l=o.height,c=Math.pow(2,n.tileID.overscaledZ),u=n.tileSize*Math.pow(2,r.transform.tileZoom)/c,h=u*(n.tileID.canonical.x+n.tileID.wrap*c),f=u*n.tileID.canonical.y;return{u_image:0,u_pattern_tl_a:a.tl,u_pattern_br_a:a.br,u_pattern_tl_b:i.tl,u_pattern_br_b:i.br,u_texsize:[s,l],u_mix:e.t,u_pattern_size_a:a.displaySize,u_pattern_size_b:i.displaySize,u_scale_a:e.fromScale,u_scale_b:e.toScale,u_tile_units_to_pixels:1/fe(n,1,r.transform.tileZoom),u_pixel_coord_upper:[h>>16,f>>16],u_pixel_coord_lower:[65535&h,65535&f]}}(a,o,n,i),{u_matrix:e,u_opacity:r})},Zr={fillExtrusion:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fillExtrusionPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_lightpos:new t.Uniform3f(e,r.u_lightpos),u_lightintensity:new t.Uniform1f(e,r.u_lightintensity),u_lightcolor:new t.Uniform3f(e,r.u_lightcolor),u_vertical_gradient:new t.Uniform1f(e,r.u_vertical_gradient),u_height_factor:new t.Uniform1f(e,r.u_height_factor),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade),u_opacity:new t.Uniform1f(e,r.u_opacity)}},fill:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},fillPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},fillOutline:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world)}},fillOutlinePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_texsize:new t.Uniform2f(e,r.u_texsize),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},circle:function(e,r){return{u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_scale_with_map:new t.Uniform1i(e,r.u_scale_with_map),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},collisionBox:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pixels_to_tile_units:new t.Uniform1f(e,r.u_pixels_to_tile_units),u_extrude_scale:new t.Uniform2f(e,r.u_extrude_scale),u_overscale_factor:new t.Uniform1f(e,r.u_overscale_factor)}},collisionCircle:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_inv_matrix:new t.UniformMatrix4f(e,r.u_inv_matrix),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_viewport_size:new t.Uniform2f(e,r.u_viewport_size)}},debug:function(e,r){return{u_color:new t.UniformColor(e,r.u_color),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_overlay:new t.Uniform1i(e,r.u_overlay),u_overlay_scale:new t.Uniform1f(e,r.u_overlay_scale)}},clippingMask:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmap:function(e,r){return{u_extrude_scale:new t.Uniform1f(e,r.u_extrude_scale),u_intensity:new t.Uniform1f(e,r.u_intensity),u_matrix:new t.UniformMatrix4f(e,r.u_matrix)}},heatmapTexture:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_world:new t.Uniform2f(e,r.u_world),u_image:new t.Uniform1i(e,r.u_image),u_color_ramp:new t.Uniform1i(e,r.u_color_ramp),u_opacity:new t.Uniform1f(e,r.u_opacity)}},hillshade:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_latrange:new t.Uniform2f(e,r.u_latrange),u_light:new t.Uniform2f(e,r.u_light),u_shadow:new t.UniformColor(e,r.u_shadow),u_highlight:new t.UniformColor(e,r.u_highlight),u_accent:new t.UniformColor(e,r.u_accent)}},hillshadePrepare:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_image:new t.Uniform1i(e,r.u_image),u_dimension:new t.Uniform2f(e,r.u_dimension),u_zoom:new t.Uniform1f(e,r.u_zoom),u_maxzoom:new t.Uniform1f(e,r.u_maxzoom),u_unpack:new t.Uniform4f(e,r.u_unpack)}},line:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels)}},lineGradient:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_image:new t.Uniform1i(e,r.u_image)}},linePattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_texsize:new t.Uniform2f(e,r.u_texsize),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_image:new t.Uniform1i(e,r.u_image),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_scale:new t.Uniform3f(e,r.u_scale),u_fade:new t.Uniform1f(e,r.u_fade)}},lineSDF:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_ratio:new t.Uniform1f(e,r.u_ratio),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_units_to_pixels:new t.Uniform2f(e,r.u_units_to_pixels),u_patternscale_a:new t.Uniform2f(e,r.u_patternscale_a),u_patternscale_b:new t.Uniform2f(e,r.u_patternscale_b),u_sdfgamma:new t.Uniform1f(e,r.u_sdfgamma),u_image:new t.Uniform1i(e,r.u_image),u_tex_y_a:new t.Uniform1f(e,r.u_tex_y_a),u_tex_y_b:new t.Uniform1f(e,r.u_tex_y_b),u_mix:new t.Uniform1f(e,r.u_mix)}},raster:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_tl_parent:new t.Uniform2f(e,r.u_tl_parent),u_scale_parent:new t.Uniform1f(e,r.u_scale_parent),u_buffer_scale:new t.Uniform1f(e,r.u_buffer_scale),u_fade_t:new t.Uniform1f(e,r.u_fade_t),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image0:new t.Uniform1i(e,r.u_image0),u_image1:new t.Uniform1i(e,r.u_image1),u_brightness_low:new t.Uniform1f(e,r.u_brightness_low),u_brightness_high:new t.Uniform1f(e,r.u_brightness_high),u_saturation_factor:new t.Uniform1f(e,r.u_saturation_factor),u_contrast_factor:new t.Uniform1f(e,r.u_contrast_factor),u_spin_weights:new t.Uniform3f(e,r.u_spin_weights)}},symbolIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture)}},symbolSDF:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texture:new t.Uniform1i(e,r.u_texture),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},symbolTextAndIcon:function(e,r){return{u_is_size_zoom_constant:new t.Uniform1i(e,r.u_is_size_zoom_constant),u_is_size_feature_constant:new t.Uniform1i(e,r.u_is_size_feature_constant),u_size_t:new t.Uniform1f(e,r.u_size_t),u_size:new t.Uniform1f(e,r.u_size),u_camera_to_center_distance:new t.Uniform1f(e,r.u_camera_to_center_distance),u_pitch:new t.Uniform1f(e,r.u_pitch),u_rotate_symbol:new t.Uniform1i(e,r.u_rotate_symbol),u_aspect_ratio:new t.Uniform1f(e,r.u_aspect_ratio),u_fade_change:new t.Uniform1f(e,r.u_fade_change),u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_label_plane_matrix:new t.UniformMatrix4f(e,r.u_label_plane_matrix),u_coord_matrix:new t.UniformMatrix4f(e,r.u_coord_matrix),u_is_text:new t.Uniform1i(e,r.u_is_text),u_pitch_with_map:new t.Uniform1i(e,r.u_pitch_with_map),u_texsize:new t.Uniform2f(e,r.u_texsize),u_texsize_icon:new t.Uniform2f(e,r.u_texsize_icon),u_texture:new t.Uniform1i(e,r.u_texture),u_texture_icon:new t.Uniform1i(e,r.u_texture_icon),u_gamma_scale:new t.Uniform1f(e,r.u_gamma_scale),u_device_pixel_ratio:new t.Uniform1f(e,r.u_device_pixel_ratio),u_is_halo:new t.Uniform1i(e,r.u_is_halo)}},background:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_color:new t.UniformColor(e,r.u_color)}},backgroundPattern:function(e,r){return{u_matrix:new t.UniformMatrix4f(e,r.u_matrix),u_opacity:new t.Uniform1f(e,r.u_opacity),u_image:new t.Uniform1i(e,r.u_image),u_pattern_tl_a:new t.Uniform2f(e,r.u_pattern_tl_a),u_pattern_br_a:new t.Uniform2f(e,r.u_pattern_br_a),u_pattern_tl_b:new t.Uniform2f(e,r.u_pattern_tl_b),u_pattern_br_b:new t.Uniform2f(e,r.u_pattern_br_b),u_texsize:new t.Uniform2f(e,r.u_texsize),u_mix:new t.Uniform1f(e,r.u_mix),u_pattern_size_a:new t.Uniform2f(e,r.u_pattern_size_a),u_pattern_size_b:new t.Uniform2f(e,r.u_pattern_size_b),u_scale_a:new t.Uniform1f(e,r.u_scale_a),u_scale_b:new t.Uniform1f(e,r.u_scale_b),u_pixel_coord_upper:new t.Uniform2f(e,r.u_pixel_coord_upper),u_pixel_coord_lower:new t.Uniform2f(e,r.u_pixel_coord_lower),u_tile_units_to_pixels:new t.Uniform1f(e,r.u_tile_units_to_pixels)}}};function Xr(e,r,n,a,i,o,s){for(var l=e.context,c=l.gl,u=e.useProgram(\"collisionBox\"),h=[],f=0,p=0,d=0;d<a.length;d++){var g=a[d],m=r.getTile(g),v=m.getBucket(n);if(v){var y=g.posMatrix;0===i[0]&&0===i[1]||(y=e.translatePosMatrix(g.posMatrix,m,i,o));var x=s?v.textCollisionBox:v.iconCollisionBox,b=v.collisionCircleArray;if(b.length>0){var _=t.create(),w=y;t.mul(_,v.placementInvProjMatrix,e.transform.glCoordMatrix),t.mul(_,_,v.placementViewportMatrix),h.push({circleArray:b,circleOffset:p,transform:w,invTransform:_}),p=f+=b.length/4}x&&u.draw(l,c.LINES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,Cr(y,e.transform,m),n.id,x.layoutVertexBuffer,x.indexBuffer,x.segments,null,e.transform.zoom,null,null,x.collisionVertexBuffer)}}if(s&&h.length){var T=e.useProgram(\"collisionCircle\"),k=new t.StructArrayLayout2f1f2i16;k.resize(4*f),k._trim();for(var M=0,A=0,S=h;A<S.length;A+=1)for(var E=S[A],C=0;C<E.circleArray.length/4;C++){var L=4*C,P=E.circleArray[L+0],I=E.circleArray[L+1],z=E.circleArray[L+2],O=E.circleArray[L+3];k.emplace(M++,P,I,z,O,0),k.emplace(M++,P,I,z,O,1),k.emplace(M++,P,I,z,O,2),k.emplace(M++,P,I,z,O,3)}(!Vr||Vr.length<2*f)&&(Vr=function(e){var r=2*e,n=new t.StructArrayLayout3ui6;n.resize(r),n._trim();for(var a=0;a<r;a++){var i=6*a;n.uint16[i+0]=4*a+0,n.uint16[i+1]=4*a+1,n.uint16[i+2]=4*a+2,n.uint16[i+3]=4*a+2,n.uint16[i+4]=4*a+3,n.uint16[i+5]=4*a+0}return n}(f));for(var D=l.createIndexBuffer(Vr,!0),R=l.createVertexBuffer(k,t.collisionCircleLayout.members,!0),F=0,B=h;F<B.length;F+=1){var N=B[F],j=Lr(N.transform,N.invTransform,e.transform);T.draw(l,c.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,j,n.id,R,D,t.SegmentVector.simpleSegment(0,2*N.circleOffset,N.circleArray.length,N.circleArray.length/2),null,e.transform.zoom,null,null,null)}R.destroy(),D.destroy()}}var Jr=t.identity(new Float32Array(16));function Kr(e,r,n,a,i,o){var s=t.getAnchorAlignment(e),l=-(s.horizontalAlign-.5)*r,c=-(s.verticalAlign-.5)*n,u=t.evaluateVariableOffset(e,a);return new t.Point((l/i+u[0])*o,(c/i+u[1])*o)}function Qr(e,r,n,a,i,o,s,l,c,u,h){var f=e.text.placedSymbolArray,p=e.text.dynamicLayoutVertexArray,d=e.icon.dynamicLayoutVertexArray,g={};p.clear();for(var m=0;m<f.length;m++){var v=f.get(m),y=v.hidden||!v.crossTileID||e.allowVerticalPlacement&&!v.placedOrientation?null:a[v.crossTileID];if(y){var x=new t.Point(v.anchorX,v.anchorY),b=$t(x,n?l:s),_=te(o.cameraToCenterDistance,b.signedDistanceFromCamera),w=i.evaluateSizeForFeature(e.textSizeData,u,v)*_/t.ONE_EM;n&&(w*=e.tilePixelRatio/c);for(var T=Kr(y.anchor,y.width,y.height,y.textOffset,y.textBoxScale,w),k=n?$t(x.add(T),s).point:b.point.add(r?T.rotate(-o.angle):T),M=e.allowVerticalPlacement&&v.placedOrientation===t.WritingMode.vertical?Math.PI/2:0,A=0;A<v.numGlyphs;A++)t.addDynamicAttributes(p,k,M);h&&v.associatedIconIndex>=0&&(g[v.associatedIconIndex]={shiftedAnchor:k,angle:M})}else ce(v.numGlyphs,p)}if(h){d.clear();for(var S=e.icon.placedSymbolArray,E=0;E<S.length;E++){var C=S.get(E);if(C.hidden)ce(C.numGlyphs,d);else{var L=g[E];if(L)for(var P=0;P<C.numGlyphs;P++)t.addDynamicAttributes(d,L.shiftedAnchor,L.angle);else ce(C.numGlyphs,d)}}e.icon.dynamicLayoutVertexBuffer.updateData(d)}e.text.dynamicLayoutVertexBuffer.updateData(p)}function $r(t,e,r){return r.iconsInText&&e?\"symbolTextAndIcon\":t?\"symbolSDF\":\"symbolIcon\"}function tn(e,r,n,a,i,o,s,l,c,u,h,f){for(var p=e.context,d=p.gl,g=e.transform,m=\"map\"===l,v=\"map\"===c,y=m&&\"point\"!==n.layout.get(\"symbol-placement\"),x=m&&!v&&!y,b=void 0!==n.layout.get(\"symbol-sort-key\").constantOr(1),_=e.depthModeForSublayer(0,Mt.ReadOnly),w=n.layout.get(\"text-variable-anchor\"),T=[],k=0,M=a;k<M.length;k+=1){var A=M[k],S=r.getTile(A),E=S.getBucket(n);if(E){var C=i?E.text:E.icon;if(C&&C.segments.get().length){var L=C.programConfigurations.get(n.id),P=i||E.sdfIcons,I=i?E.textSizeData:E.iconSizeData,z=v||0!==g.pitch,O=e.useProgram($r(P,i,E),L),D=t.evaluateSizeForZoom(I,g.zoom),R=void 0,F=[0,0],B=void 0,N=void 0,j=null,U=void 0;if(i)B=S.glyphAtlasTexture,N=d.LINEAR,R=S.glyphAtlasTexture.size,E.iconsInText&&(F=S.imageAtlasTexture.size,j=S.imageAtlasTexture,U=z||e.options.rotating||e.options.zooming||\"composite\"===I.kind||\"camera\"===I.kind?d.LINEAR:d.NEAREST);else{var V=1!==n.layout.get(\"icon-size\").constantOr(0)||E.iconsNeedLinear;B=S.imageAtlasTexture,N=P||e.options.rotating||e.options.zooming||V||z?d.LINEAR:d.NEAREST,R=S.imageAtlasTexture.size}var q=fe(S,1,e.transform.zoom),H=Kt(A.posMatrix,v,m,e.transform,q),G=Qt(A.posMatrix,v,m,e.transform,q),Y=w&&E.hasTextData(),W=\"none\"!==n.layout.get(\"icon-text-fit\")&&Y&&E.hasIconData();y&&re(E,A.posMatrix,e,i,H,G,v,u);var Z=e.translatePosMatrix(A.posMatrix,S,o,s),X=y||i&&w||W?Jr:H,J=e.translatePosMatrix(G,S,o,s,!0),K=P&&0!==n.paint.get(i?\"text-halo-width\":\"icon-halo-width\").constantOr(1),Q={program:O,buffers:C,uniformValues:P?E.iconsInText?Gr(I.kind,D,x,v,e,Z,X,J,R,F):Hr(I.kind,D,x,v,e,Z,X,J,i,R,!0):qr(I.kind,D,x,v,e,Z,X,J,i,R),atlasTexture:B,atlasTextureIcon:j,atlasInterpolation:N,atlasInterpolationIcon:U,isSDF:P,hasHalo:K};if(b)for(var $=0,tt=C.segments.get();$<tt.length;$+=1){var et=tt[$];T.push({segments:new t.SegmentVector([et]),sortKey:et.sortKey,state:Q})}else T.push({segments:C.segments,sortKey:0,state:Q})}}}b&&T.sort((function(t,e){return t.sortKey-e.sortKey}));for(var rt=0,nt=T;rt<nt.length;rt+=1){var at=nt[rt],it=at.state;if(p.activeTexture.set(d.TEXTURE0),it.atlasTexture.bind(it.atlasInterpolation,d.CLAMP_TO_EDGE),it.atlasTextureIcon&&(p.activeTexture.set(d.TEXTURE1),it.atlasTextureIcon&&it.atlasTextureIcon.bind(it.atlasInterpolationIcon,d.CLAMP_TO_EDGE)),it.isSDF){var ot=it.uniformValues;it.hasHalo&&(ot.u_is_halo=1,en(it.buffers,at.segments,n,e,it.program,_,h,f,ot)),ot.u_is_halo=0}en(it.buffers,at.segments,n,e,it.program,_,h,f,it.uniformValues)}}function en(t,e,r,n,a,i,o,s,l){var c=n.context;a.draw(c,c.gl.TRIANGLES,i,o,s,Et.disabled,l,r.id,t.layoutVertexBuffer,t.indexBuffer,e,r.paint,n.transform.zoom,t.programConfigurations.get(r.id),t.dynamicLayoutVertexBuffer,t.opacityVertexBuffer)}function rn(t,e,r,n,a,i,o){var s,l,c,u,h,f=t.context.gl,p=r.paint.get(\"fill-pattern\"),d=p&&p.constantOr(1),g=r.getCrossfadeParameters();o?(l=d&&!r.getPaintProperty(\"fill-outline-color\")?\"fillOutlinePattern\":\"fillOutline\",s=f.LINES):(l=d?\"fillPattern\":\"fill\",s=f.TRIANGLES);for(var m=0,v=n;m<v.length;m+=1){var y=v[m],x=e.getTile(y);if(!d||x.patternsLoaded()){var b=x.getBucket(r);if(b){var _=b.programConfigurations.get(r.id),w=t.useProgram(l,_);d&&(t.context.activeTexture.set(f.TEXTURE0),x.imageAtlasTexture.bind(f.LINEAR,f.CLAMP_TO_EDGE),_.updatePaintBuffers(g));var T=p.constantOr(null);if(T&&x.imageAtlas){var k=x.imageAtlas,M=k.patternPositions[T.to.toString()],A=k.patternPositions[T.from.toString()];M&&A&&_.setConstantPatternPositions(M,A)}var S=t.translatePosMatrix(y.posMatrix,x,r.paint.get(\"fill-translate\"),r.paint.get(\"fill-translate-anchor\"));if(o){u=b.indexBuffer2,h=b.segments2;var E=[f.drawingBufferWidth,f.drawingBufferHeight];c=\"fillOutlinePattern\"===l&&d?Sr(S,t,g,x,E):Ar(S,E)}else u=b.indexBuffer,h=b.segments,c=d?Mr(S,t,g,x):kr(S);w.draw(t.context,s,a,t.stencilModeForClipping(y),i,Et.disabled,c,r.id,b.layoutVertexBuffer,u,h,r.paint,t.transform.zoom,_)}}}}function nn(t,e,r,n,a,i,o){for(var s=t.context,l=s.gl,c=r.paint.get(\"fill-extrusion-pattern\"),u=c.constantOr(1),h=r.getCrossfadeParameters(),f=r.paint.get(\"fill-extrusion-opacity\"),p=0,d=n;p<d.length;p+=1){var g=d[p],m=e.getTile(g),v=m.getBucket(r);if(v){var y=v.programConfigurations.get(r.id),x=t.useProgram(u?\"fillExtrusionPattern\":\"fillExtrusion\",y);u&&(t.context.activeTexture.set(l.TEXTURE0),m.imageAtlasTexture.bind(l.LINEAR,l.CLAMP_TO_EDGE),y.updatePaintBuffers(h));var b=c.constantOr(null);if(b&&m.imageAtlas){var _=m.imageAtlas,w=_.patternPositions[b.to.toString()],T=_.patternPositions[b.from.toString()];w&&T&&y.setConstantPatternPositions(w,T)}var k=t.translatePosMatrix(g.posMatrix,m,r.paint.get(\"fill-extrusion-translate\"),r.paint.get(\"fill-extrusion-translate-anchor\")),M=r.paint.get(\"fill-extrusion-vertical-gradient\"),A=u?Tr(k,t,M,f,g,h,m):wr(k,t,M,f);x.draw(s,s.gl.TRIANGLES,a,i,o,Et.backCCW,A,r.id,v.layoutVertexBuffer,v.indexBuffer,v.segments,r.paint,t.transform.zoom,y)}}}function an(e,r,n,a,i,o){var s=e.context,l=s.gl,c=r.fbo;if(c){var u=e.useProgram(\"hillshade\");s.activeTexture.set(l.TEXTURE0),l.bindTexture(l.TEXTURE_2D,c.colorAttachment.get());var h=function(e,r,n){var a=n.paint.get(\"hillshade-shadow-color\"),i=n.paint.get(\"hillshade-highlight-color\"),o=n.paint.get(\"hillshade-accent-color\"),s=n.paint.get(\"hillshade-illumination-direction\")*(Math.PI/180);\"viewport\"===n.paint.get(\"hillshade-illumination-anchor\")&&(s-=e.transform.angle);var l,c,u,h=!e.options.moving;return{u_matrix:e.transform.calculatePosMatrix(r.tileID.toUnwrapped(),h),u_image:0,u_latrange:(l=r.tileID,c=Math.pow(2,l.canonical.z),u=l.canonical.y,[new t.MercatorCoordinate(0,u/c).toLngLat().lat,new t.MercatorCoordinate(0,(u+1)/c).toLngLat().lat]),u_light:[n.paint.get(\"hillshade-exaggeration\"),s],u_shadow:a,u_highlight:i,u_accent:o}}(e,r,n);u.draw(s,l.TRIANGLES,a,i,o,Et.disabled,h,n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments)}}function on(e,r,n,a,i,o,s){var l=e.context,c=l.gl,u=r.dem;if(u&&u.data){var h=u.dim,f=u.stride,p=u.getPixels();if(l.activeTexture.set(c.TEXTURE1),l.pixelStoreUnpackPremultiplyAlpha.set(!1),r.demTexture=r.demTexture||e.getTileTexture(f),r.demTexture){var d=r.demTexture;d.update(p,{premultiply:!1}),d.bind(c.NEAREST,c.CLAMP_TO_EDGE)}else r.demTexture=new t.Texture(l,p,c.RGBA,{premultiply:!1}),r.demTexture.bind(c.NEAREST,c.CLAMP_TO_EDGE);l.activeTexture.set(c.TEXTURE0);var g=r.fbo;if(!g){var m=new t.Texture(l,{width:h,height:h,data:null},c.RGBA);m.bind(c.LINEAR,c.CLAMP_TO_EDGE),(g=r.fbo=l.createFramebuffer(h,h,!0)).colorAttachment.set(m.texture)}l.bindFramebuffer.set(g.framebuffer),l.viewport.set([0,0,h,h]),e.useProgram(\"hillshadePrepare\").draw(l,c.TRIANGLES,i,o,s,Et.disabled,function(e,r,n){var a=r.stride,i=t.create();return t.ortho(i,0,t.EXTENT,-t.EXTENT,0,0,1),t.translate(i,i,[0,-t.EXTENT,0]),{u_matrix:i,u_image:1,u_dimension:[a,a],u_zoom:e.overscaledZ,u_maxzoom:n,u_unpack:r.getUnpackVector()}}(r.tileID,u,a),n.id,e.rasterBoundsBuffer,e.quadTriangleIndexBuffer,e.rasterBoundsSegments),r.needsHillshadePrepare=!1}}function sn(e,r,n,a,i){var o=a.paint.get(\"raster-fade-duration\");if(o>0){var s=t.browser.now(),l=(s-e.timeAdded)/o,c=r?(s-r.timeAdded)/o:-1,u=n.getSource(),h=i.coveringZoomLevel({tileSize:u.tileSize,roundZoom:u.roundZoom}),f=!r||Math.abs(r.tileID.overscaledZ-h)>Math.abs(e.tileID.overscaledZ-h),p=f&&e.refreshedUponExpiration?1:t.clamp(f?l:1-c,0,1);return e.refreshedUponExpiration&&l>=1&&(e.refreshedUponExpiration=!1),r?{opacity:1,mix:1-p}:{opacity:p,mix:0}}return{opacity:1,mix:0}}var ln=new t.Color(1,0,0,1),cn=new t.Color(0,1,0,1),un=new t.Color(0,0,1,1),hn=new t.Color(1,0,1,1),fn=new t.Color(0,1,1,1);function pn(t,e,r,n){gn(t,0,e+r/2,t.transform.width,r,n)}function dn(t,e,r,n){gn(t,e-r/2,0,r,t.transform.height,n)}function gn(e,r,n,a,i,o){var s=e.context,l=s.gl;l.enable(l.SCISSOR_TEST),l.scissor(r*t.browser.devicePixelRatio,n*t.browser.devicePixelRatio,a*t.browser.devicePixelRatio,i*t.browser.devicePixelRatio),s.clear({color:o}),l.disable(l.SCISSOR_TEST)}function mn(e,r,n){var a=e.context,i=a.gl,o=n.posMatrix,s=e.useProgram(\"debug\"),l=Mt.disabled,c=At.disabled,u=e.colorModeForRenderPass();a.activeTexture.set(i.TEXTURE0),e.emptyTexture.bind(i.LINEAR,i.CLAMP_TO_EDGE),s.draw(a,i.LINE_STRIP,l,c,u,Et.disabled,Pr(o,t.Color.red),\"$debug\",e.debugBuffer,e.tileBorderIndexBuffer,e.debugSegments);var h=r.getTileByID(n.key).latestRawTileData,f=Math.floor((h&&h.byteLength||0)/1024),p=r.getTile(n).tileSize,d=512/Math.min(p,512)*(n.overscaledZ/e.transform.zoom)*.5,g=n.canonical.toString();n.overscaledZ!==n.canonical.z&&(g+=\" => \"+n.overscaledZ),function(t,e){t.initDebugOverlayCanvas();var r=t.debugOverlayCanvas,n=t.context.gl,a=t.debugOverlayCanvas.getContext(\"2d\");a.clearRect(0,0,r.width,r.height),a.shadowColor=\"white\",a.shadowBlur=2,a.lineWidth=1.5,a.strokeStyle=\"white\",a.textBaseline=\"top\",a.font=\"bold 36px Open Sans, sans-serif\",a.fillText(e,5,5),a.strokeText(e,5,5),t.debugOverlayTexture.update(r),t.debugOverlayTexture.bind(n.LINEAR,n.CLAMP_TO_EDGE)}(e,g+\" \"+f+\"kb\"),s.draw(a,i.TRIANGLES,l,c,St.alphaBlended,Et.disabled,Pr(o,t.Color.transparent,d),\"$debug\",e.debugBuffer,e.quadTriangleIndexBuffer,e.debugSegments)}var vn={symbol:function(e,r,n,a,i){if(\"translucent\"===e.renderPass){var o=At.disabled,s=e.colorModeForRenderPass();n.layout.get(\"text-variable-anchor\")&&function(e,r,n,a,i,o,s){for(var l=r.transform,c=\"map\"===i,u=\"map\"===o,h=0,f=e;h<f.length;h+=1){var p=f[h],d=a.getTile(p),g=d.getBucket(n);if(g&&g.text&&g.text.segments.get().length){var m=t.evaluateSizeForZoom(g.textSizeData,l.zoom),v=fe(d,1,r.transform.zoom),y=Kt(p.posMatrix,u,c,r.transform,v),x=\"none\"!==n.layout.get(\"icon-text-fit\")&&g.hasIconData();if(m){var b=Math.pow(2,l.zoom-d.tileID.overscaledZ);Qr(g,c,u,s,t.symbolSize,l,y,p.posMatrix,b,m,x)}}}}(a,e,n,r,n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),i),0!==n.paint.get(\"icon-opacity\").constantOr(1)&&tn(e,r,n,a,!1,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),n.layout.get(\"icon-rotation-alignment\"),n.layout.get(\"icon-pitch-alignment\"),n.layout.get(\"icon-keep-upright\"),o,s),0!==n.paint.get(\"text-opacity\").constantOr(1)&&tn(e,r,n,a,!0,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),n.layout.get(\"text-rotation-alignment\"),n.layout.get(\"text-pitch-alignment\"),n.layout.get(\"text-keep-upright\"),o,s),r.map.showCollisionBoxes&&(Xr(e,r,n,a,n.paint.get(\"text-translate\"),n.paint.get(\"text-translate-anchor\"),!0),Xr(e,r,n,a,n.paint.get(\"icon-translate\"),n.paint.get(\"icon-translate-anchor\"),!1))}},circle:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"circle-opacity\"),o=n.paint.get(\"circle-stroke-width\"),s=n.paint.get(\"circle-stroke-opacity\"),l=void 0!==n.layout.get(\"circle-sort-key\").constantOr(1);if(0!==i.constantOr(1)||0!==o.constantOr(1)&&0!==s.constantOr(1)){for(var c=e.context,u=c.gl,h=e.depthModeForSublayer(0,Mt.ReadOnly),f=At.disabled,p=e.colorModeForRenderPass(),d=[],g=0;g<a.length;g++){var m=a[g],v=r.getTile(m),y=v.getBucket(n);if(y){var x=y.programConfigurations.get(n.id),b={programConfiguration:x,program:e.useProgram(\"circle\",x),layoutVertexBuffer:y.layoutVertexBuffer,indexBuffer:y.indexBuffer,uniformValues:Er(e,m,v,n)};if(l)for(var _=0,w=y.segments.get();_<w.length;_+=1){var T=w[_];d.push({segments:new t.SegmentVector([T]),sortKey:T.sortKey,state:b})}else d.push({segments:y.segments,sortKey:0,state:b})}}l&&d.sort((function(t,e){return t.sortKey-e.sortKey}));for(var k=0,M=d;k<M.length;k+=1){var A=M[k],S=A.state;S.program.draw(c,u.TRIANGLES,h,f,p,Et.disabled,S.uniformValues,n.id,S.layoutVertexBuffer,S.indexBuffer,A.segments,n.paint,e.transform.zoom,S.programConfiguration)}}}},heatmap:function(e,r,n,a){if(0!==n.paint.get(\"heatmap-opacity\"))if(\"offscreen\"===e.renderPass){var i=e.context,o=i.gl,s=At.disabled,l=new St([o.ONE,o.ONE],t.Color.transparent,[!0,!0,!0,!0]);!function(t,e,r){var n=t.gl;t.activeTexture.set(n.TEXTURE1),t.viewport.set([0,0,e.width/4,e.height/4]);var a=r.heatmapFbo;if(a)n.bindTexture(n.TEXTURE_2D,a.colorAttachment.get()),t.bindFramebuffer.set(a.framebuffer);else{var i=n.createTexture();n.bindTexture(n.TEXTURE_2D,i),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_S,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_WRAP_T,n.CLAMP_TO_EDGE),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MIN_FILTER,n.LINEAR),n.texParameteri(n.TEXTURE_2D,n.TEXTURE_MAG_FILTER,n.LINEAR),a=r.heatmapFbo=t.createFramebuffer(e.width/4,e.height/4,!1),function(t,e,r,n){var a=t.gl;a.texImage2D(a.TEXTURE_2D,0,a.RGBA,e.width/4,e.height/4,0,a.RGBA,t.extRenderToTextureHalfFloat?t.extTextureHalfFloat.HALF_FLOAT_OES:a.UNSIGNED_BYTE,null),n.colorAttachment.set(r)}(t,e,i,a)}}(i,e,n),i.clear({color:t.Color.transparent});for(var c=0;c<a.length;c++){var u=a[c];if(!r.hasRenderableParent(u)){var h=r.getTile(u),f=h.getBucket(n);if(f){var p=f.programConfigurations.get(n.id);e.useProgram(\"heatmap\",p).draw(i,o.TRIANGLES,Mt.disabled,s,l,Et.disabled,zr(u.posMatrix,h,e.transform.zoom,n.paint.get(\"heatmap-intensity\")),n.id,f.layoutVertexBuffer,f.indexBuffer,f.segments,n.paint,e.transform.zoom,p)}}}i.viewport.set([0,0,e.width,e.height])}else\"translucent\"===e.renderPass&&(e.context.setColorMode(e.colorModeForRenderPass()),function(e,r){var n=e.context,a=n.gl,i=r.heatmapFbo;if(i){n.activeTexture.set(a.TEXTURE0),a.bindTexture(a.TEXTURE_2D,i.colorAttachment.get()),n.activeTexture.set(a.TEXTURE1);var o=r.colorRampTexture;o||(o=r.colorRampTexture=new t.Texture(n,r.colorRamp,a.RGBA)),o.bind(a.LINEAR,a.CLAMP_TO_EDGE),e.useProgram(\"heatmapTexture\").draw(n,a.TRIANGLES,Mt.disabled,At.disabled,e.colorModeForRenderPass(),Et.disabled,function(e,r,n,a){var i=t.create();t.ortho(i,0,e.width,e.height,0,0,1);var o=e.context.gl;return{u_matrix:i,u_world:[o.drawingBufferWidth,o.drawingBufferHeight],u_image:0,u_color_ramp:1,u_opacity:r.paint.get(\"heatmap-opacity\")}}(e,r),r.id,e.viewportBuffer,e.quadTriangleIndexBuffer,e.viewportSegments,r.paint,e.transform.zoom)}}(e,n))},line:function(e,r,n,a){if(\"translucent\"===e.renderPass){var i=n.paint.get(\"line-opacity\"),o=n.paint.get(\"line-width\");if(0!==i.constantOr(1)&&0!==o.constantOr(1)){var s=e.depthModeForSublayer(0,Mt.ReadOnly),l=e.colorModeForRenderPass(),c=n.paint.get(\"line-dasharray\"),u=n.paint.get(\"line-pattern\"),h=u.constantOr(1),f=n.paint.get(\"line-gradient\"),p=n.getCrossfadeParameters(),d=h?\"linePattern\":c?\"lineSDF\":f?\"lineGradient\":\"line\",g=e.context,m=g.gl,v=!0;if(f){g.activeTexture.set(m.TEXTURE0);var y=n.gradientTexture;if(!n.gradient)return;y||(y=n.gradientTexture=new t.Texture(g,n.gradient,m.RGBA)),y.bind(m.LINEAR,m.CLAMP_TO_EDGE)}for(var x=0,b=a;x<b.length;x+=1){var _=b[x],w=r.getTile(_);if(!h||w.patternsLoaded()){var T=w.getBucket(n);if(T){var k=T.programConfigurations.get(n.id),M=e.context.program.get(),A=e.useProgram(d,k),S=v||A.program!==M,E=u.constantOr(null);if(E&&w.imageAtlas){var C=w.imageAtlas,L=C.patternPositions[E.to.toString()],P=C.patternPositions[E.from.toString()];L&&P&&k.setConstantPatternPositions(L,P)}var I=h?Rr(e,w,n,p):c?Fr(e,w,n,c,p):f?Dr(e,w,n):Or(e,w,n);h?(g.activeTexture.set(m.TEXTURE0),w.imageAtlasTexture.bind(m.LINEAR,m.CLAMP_TO_EDGE),k.updatePaintBuffers(p)):c&&(S||e.lineAtlas.dirty)&&(g.activeTexture.set(m.TEXTURE0),e.lineAtlas.bind(g)),A.draw(g,m.TRIANGLES,s,e.stencilModeForClipping(_),l,Et.disabled,I,n.id,T.layoutVertexBuffer,T.indexBuffer,T.segments,n.paint,e.transform.zoom,k),v=!1}}}}}},fill:function(e,r,n,a){var i=n.paint.get(\"fill-color\"),o=n.paint.get(\"fill-opacity\");if(0!==o.constantOr(1)){var s=e.colorModeForRenderPass(),l=n.paint.get(\"fill-pattern\"),c=e.opaquePassEnabledForLayer()&&!l.constantOr(1)&&1===i.constantOr(t.Color.transparent).a&&1===o.constantOr(0)?\"opaque\":\"translucent\";if(e.renderPass===c){var u=e.depthModeForSublayer(1,\"opaque\"===e.renderPass?Mt.ReadWrite:Mt.ReadOnly);rn(e,r,n,a,u,s,!1)}if(\"translucent\"===e.renderPass&&n.paint.get(\"fill-antialias\")){var h=e.depthModeForSublayer(n.getPaintProperty(\"fill-outline-color\")?2:0,Mt.ReadOnly);rn(e,r,n,a,h,s,!0)}}},\"fill-extrusion\":function(t,e,r,n){var a=r.paint.get(\"fill-extrusion-opacity\");if(0!==a&&\"translucent\"===t.renderPass){var i=new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D);if(1!==a||r.paint.get(\"fill-extrusion-pattern\").constantOr(1))nn(t,e,r,n,i,At.disabled,St.disabled),nn(t,e,r,n,i,t.stencilModeFor3D(),t.colorModeForRenderPass());else{var o=t.colorModeForRenderPass();nn(t,e,r,n,i,At.disabled,o)}}},hillshade:function(t,e,r,n){if(\"offscreen\"===t.renderPass||\"translucent\"===t.renderPass){for(var a=t.context,i=e.getSource().maxzoom,o=t.depthModeForSublayer(0,Mt.ReadOnly),s=t.colorModeForRenderPass(),l=\"translucent\"===t.renderPass?t.stencilConfigForOverlap(n):[{},n],c=l[0],u=0,h=l[1];u<h.length;u+=1){var f=h[u],p=e.getTile(f);p.needsHillshadePrepare&&\"offscreen\"===t.renderPass?on(t,p,r,i,o,At.disabled,s):\"translucent\"===t.renderPass&&an(t,p,r,o,c[f.overscaledZ],s)}a.viewport.set([0,0,t.width,t.height])}},raster:function(t,e,r,n){if(\"translucent\"===t.renderPass&&0!==r.paint.get(\"raster-opacity\")&&n.length)for(var a=t.context,i=a.gl,o=e.getSource(),s=t.useProgram(\"raster\"),l=t.colorModeForRenderPass(),c=o instanceof I?[{},n]:t.stencilConfigForOverlap(n),u=c[0],h=c[1],f=h[h.length-1].overscaledZ,p=!t.options.moving,d=0,g=h;d<g.length;d+=1){var m=g[d],v=t.depthModeForSublayer(m.overscaledZ-f,1===r.paint.get(\"raster-opacity\")?Mt.ReadWrite:Mt.ReadOnly,i.LESS),y=e.getTile(m),x=t.transform.calculatePosMatrix(m.toUnwrapped(),p);y.registerFadeDuration(r.paint.get(\"raster-fade-duration\"));var b=e.findLoadedParent(m,0),_=sn(y,b,e,r,t.transform),w=void 0,T=void 0,k=\"nearest\"===r.paint.get(\"raster-resampling\")?i.NEAREST:i.LINEAR;a.activeTexture.set(i.TEXTURE0),y.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),a.activeTexture.set(i.TEXTURE1),b?(b.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST),w=Math.pow(2,b.tileID.overscaledZ-y.tileID.overscaledZ),T=[y.tileID.canonical.x*w%1,y.tileID.canonical.y*w%1]):y.texture.bind(k,i.CLAMP_TO_EDGE,i.LINEAR_MIPMAP_NEAREST);var M=jr(x,T||[0,0],w||1,_,r);o instanceof I?s.draw(a,i.TRIANGLES,v,At.disabled,l,Et.disabled,M,r.id,o.boundsBuffer,t.quadTriangleIndexBuffer,o.boundsSegments):s.draw(a,i.TRIANGLES,v,u[m.overscaledZ],l,Et.disabled,M,r.id,t.rasterBoundsBuffer,t.quadTriangleIndexBuffer,t.rasterBoundsSegments)}},background:function(t,e,r){var n=r.paint.get(\"background-color\"),a=r.paint.get(\"background-opacity\");if(0!==a){var i=t.context,o=i.gl,s=t.transform,l=s.tileSize,c=r.paint.get(\"background-pattern\");if(!t.isPatternMissing(c)){var u=!c&&1===n.a&&1===a&&t.opaquePassEnabledForLayer()?\"opaque\":\"translucent\";if(t.renderPass===u){var h=At.disabled,f=t.depthModeForSublayer(0,\"opaque\"===u?Mt.ReadWrite:Mt.ReadOnly),p=t.colorModeForRenderPass(),d=t.useProgram(c?\"backgroundPattern\":\"background\"),g=s.coveringTiles({tileSize:l});c&&(i.activeTexture.set(o.TEXTURE0),t.imageManager.bind(t.context));for(var m=r.getCrossfadeParameters(),v=0,y=g;v<y.length;v+=1){var x=y[v],b=t.transform.calculatePosMatrix(x.toUnwrapped()),_=c?Wr(b,a,t,c,{tileID:x,tileSize:l},m):Yr(b,a,n);d.draw(i,o.TRIANGLES,f,h,p,Et.disabled,_,r.id,t.tileExtentBuffer,t.quadTriangleIndexBuffer,t.tileExtentSegments)}}}}},debug:function(t,e,r){for(var n=0;n<r.length;n++)mn(t,e,r[n])},custom:function(t,e,r){var n=t.context,a=r.implementation;if(\"offscreen\"===t.renderPass){var i=a.prerender;i&&(t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),i.call(a,n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState())}else if(\"translucent\"===t.renderPass){t.setCustomLayerDefaults(),n.setColorMode(t.colorModeForRenderPass()),n.setStencilMode(At.disabled);var o=\"3d\"===a.renderingMode?new Mt(t.context.gl.LEQUAL,Mt.ReadWrite,t.depthRangeFor3D):t.depthModeForSublayer(0,Mt.ReadOnly);n.setDepthMode(o),a.render(n.gl,t.transform.customLayerMatrix()),n.setDirty(),t.setBaseState(),n.bindFramebuffer.set(null)}}},yn=function(t,e){this.context=new Ct(t),this.transform=e,this._tileTextures={},this.setup(),this.numSublayers=Lt.maxUnderzooming+Lt.maxOverzooming+1,this.depthEpsilon=1/Math.pow(2,16),this.crossTileSymbolIndex=new Be,this.gpuTimers={}};yn.prototype.resize=function(e,r){if(this.width=e*t.browser.devicePixelRatio,this.height=r*t.browser.devicePixelRatio,this.context.viewport.set([0,0,this.width,this.height]),this.style)for(var n=0,a=this.style._order;n<a.length;n+=1)this.style._layers[a[n]].resize()},yn.prototype.setup=function(){var e=this.context,r=new t.StructArrayLayout2i4;r.emplaceBack(0,0),r.emplaceBack(t.EXTENT,0),r.emplaceBack(0,t.EXTENT),r.emplaceBack(t.EXTENT,t.EXTENT),this.tileExtentBuffer=e.createVertexBuffer(r,He.members),this.tileExtentSegments=t.SegmentVector.simpleSegment(0,0,4,2);var n=new t.StructArrayLayout2i4;n.emplaceBack(0,0),n.emplaceBack(t.EXTENT,0),n.emplaceBack(0,t.EXTENT),n.emplaceBack(t.EXTENT,t.EXTENT),this.debugBuffer=e.createVertexBuffer(n,He.members),this.debugSegments=t.SegmentVector.simpleSegment(0,0,4,5);var a=new t.StructArrayLayout4i8;a.emplaceBack(0,0,0,0),a.emplaceBack(t.EXTENT,0,t.EXTENT,0),a.emplaceBack(0,t.EXTENT,0,t.EXTENT),a.emplaceBack(t.EXTENT,t.EXTENT,t.EXTENT,t.EXTENT),this.rasterBoundsBuffer=e.createVertexBuffer(a,P.members),this.rasterBoundsSegments=t.SegmentVector.simpleSegment(0,0,4,2);var i=new t.StructArrayLayout2i4;i.emplaceBack(0,0),i.emplaceBack(1,0),i.emplaceBack(0,1),i.emplaceBack(1,1),this.viewportBuffer=e.createVertexBuffer(i,He.members),this.viewportSegments=t.SegmentVector.simpleSegment(0,0,4,2);var o=new t.StructArrayLayout1ui2;o.emplaceBack(0),o.emplaceBack(1),o.emplaceBack(3),o.emplaceBack(2),o.emplaceBack(0),this.tileBorderIndexBuffer=e.createIndexBuffer(o);var s=new t.StructArrayLayout3ui6;s.emplaceBack(0,1,2),s.emplaceBack(2,1,3),this.quadTriangleIndexBuffer=e.createIndexBuffer(s),this.emptyTexture=new t.Texture(e,{width:1,height:1,data:new Uint8Array([0,0,0,0])},e.gl.RGBA);var l=this.context.gl;this.stencilClearMode=new At({func:l.ALWAYS,mask:0},0,255,l.ZERO,l.ZERO,l.ZERO)},yn.prototype.clearStencil=function(){var e=this.context,r=e.gl;this.nextStencilID=1,this.currentStencilSource=void 0;var n=t.create();t.ortho(n,0,this.width,this.height,0,0,1),t.scale(n,n,[r.drawingBufferWidth,r.drawingBufferHeight,0]),this.useProgram(\"clippingMask\").draw(e,r.TRIANGLES,Mt.disabled,this.stencilClearMode,St.disabled,Et.disabled,Ir(n),\"$clipping\",this.viewportBuffer,this.quadTriangleIndexBuffer,this.viewportSegments)},yn.prototype._renderTileClippingMasks=function(t,e){if(this.currentStencilSource!==t.source&&t.isTileClipped()&&e&&e.length){this.currentStencilSource=t.source;var r=this.context,n=r.gl;this.nextStencilID+e.length>256&&this.clearStencil(),r.setColorMode(St.disabled),r.setDepthMode(Mt.disabled);var a=this.useProgram(\"clippingMask\");this._tileClippingMaskIDs={};for(var i=0,o=e;i<o.length;i+=1){var s=o[i],l=this._tileClippingMaskIDs[s.key]=this.nextStencilID++;a.draw(r,n.TRIANGLES,Mt.disabled,new At({func:n.ALWAYS,mask:0},l,255,n.KEEP,n.KEEP,n.REPLACE),St.disabled,Et.disabled,Ir(s.posMatrix),\"$clipping\",this.tileExtentBuffer,this.quadTriangleIndexBuffer,this.tileExtentSegments)}}},yn.prototype.stencilModeFor3D=function(){this.currentStencilSource=void 0,this.nextStencilID+1>256&&this.clearStencil();var t=this.nextStencilID++,e=this.context.gl;return new At({func:e.NOTEQUAL,mask:255},t,255,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilModeForClipping=function(t){var e=this.context.gl;return new At({func:e.EQUAL,mask:255},this._tileClippingMaskIDs[t.key],0,e.KEEP,e.KEEP,e.REPLACE)},yn.prototype.stencilConfigForOverlap=function(t){var e,r=this.context.gl,n=t.sort((function(t,e){return e.overscaledZ-t.overscaledZ})),a=n[n.length-1].overscaledZ,i=n[0].overscaledZ-a+1;if(i>1){this.currentStencilSource=void 0,this.nextStencilID+i>256&&this.clearStencil();for(var o={},s=0;s<i;s++)o[s+a]=new At({func:r.GEQUAL,mask:255},s+this.nextStencilID,255,r.KEEP,r.KEEP,r.REPLACE);return this.nextStencilID+=i,[o,n]}return[(e={},e[a]=At.disabled,e),n]},yn.prototype.colorModeForRenderPass=function(){var e=this.context.gl;return this._showOverdrawInspector?new St([e.CONSTANT_COLOR,e.ONE],new t.Color(1/8,1/8,1/8,0),[!0,!0,!0,!0]):\"opaque\"===this.renderPass?St.unblended:St.alphaBlended},yn.prototype.depthModeForSublayer=function(t,e,r){if(!this.opaquePassEnabledForLayer())return Mt.disabled;var n=1-((1+this.currentLayer)*this.numSublayers+t)*this.depthEpsilon;return new Mt(r||this.context.gl.LEQUAL,e,[n,n])},yn.prototype.opaquePassEnabledForLayer=function(){return this.currentLayer<this.opaquePassCutoff},yn.prototype.render=function(e,r){var n=this;this.style=e,this.options=r,this.lineAtlas=e.lineAtlas,this.imageManager=e.imageManager,this.glyphManager=e.glyphManager,this.symbolFadeChange=e.placement.symbolFadeChange(t.browser.now()),this.imageManager.beginFrame();var a=this.style._order,i=this.style.sourceCaches;for(var o in i){var s=i[o];s.used&&s.prepare(this.context)}var l,c,u={},h={},f={};for(var p in i){var d=i[p];u[p]=d.getVisibleCoordinates(),h[p]=u[p].slice().reverse(),f[p]=d.getVisibleCoordinates(!0).reverse()}this.opaquePassCutoff=1/0;for(var g=0;g<a.length;g++)if(this.style._layers[a[g]].is3D()){this.opaquePassCutoff=g;break}this.renderPass=\"offscreen\";for(var m=0,v=a;m<v.length;m+=1){var y=this.style._layers[v[m]];if(y.hasOffscreenPass()&&!y.isHidden(this.transform.zoom)){var x=h[y.source];(\"custom\"===y.type||x.length)&&this.renderLayer(this,i[y.source],y,x)}}for(this.context.bindFramebuffer.set(null),this.context.clear({color:r.showOverdrawInspector?t.Color.black:t.Color.transparent,depth:1}),this.clearStencil(),this._showOverdrawInspector=r.showOverdrawInspector,this.depthRangeFor3D=[0,1-(e._order.length+2)*this.numSublayers*this.depthEpsilon],this.renderPass=\"opaque\",this.currentLayer=a.length-1;this.currentLayer>=0;this.currentLayer--){var b=this.style._layers[a[this.currentLayer]],_=i[b.source],w=u[b.source];this._renderTileClippingMasks(b,w),this.renderLayer(this,_,b,w)}for(this.renderPass=\"translucent\",this.currentLayer=0;this.currentLayer<a.length;this.currentLayer++){var T=this.style._layers[a[this.currentLayer]],k=i[T.source],M=(\"symbol\"===T.type?f:h)[T.source];this._renderTileClippingMasks(T,u[T.source]),this.renderLayer(this,k,T,M)}this.options.showTileBoundaries&&(t.values(this.style._layers).forEach((function(t){t.source&&!t.isHidden(n.transform.zoom)&&(t.source!==(c&&c.id)&&(c=n.style.sourceCaches[t.source]),(!l||l.getSource().maxzoom<c.getSource().maxzoom)&&(l=c))})),l&&vn.debug(this,l,l.getVisibleCoordinates())),this.options.showPadding&&function(t){var e=t.transform.padding;pn(t,t.transform.height-(e.top||0),3,ln),pn(t,e.bottom||0,3,cn),dn(t,e.left||0,3,un),dn(t,t.transform.width-(e.right||0),3,hn);var r=t.transform.centerPoint;!function(t,e,r,n){gn(t,e-1,r-10,2,20,n),gn(t,e-10,r-1,20,2,n)}(t,r.x,t.transform.height-r.y,fn)}(this),this.context.setDefault()},yn.prototype.renderLayer=function(t,e,r,n){r.isHidden(this.transform.zoom)||(\"background\"===r.type||\"custom\"===r.type||n.length)&&(this.id=r.id,this.gpuTimingStart(r),vn[r.type](t,e,r,n,this.style.placement.variableOffsets),this.gpuTimingEnd())},yn.prototype.gpuTimingStart=function(t){if(this.options.gpuTiming){var e=this.context.extTimerQuery,r=this.gpuTimers[t.id];r||(r=this.gpuTimers[t.id]={calls:0,cpuTime:0,query:e.createQueryEXT()}),r.calls++,e.beginQueryEXT(e.TIME_ELAPSED_EXT,r.query)}},yn.prototype.gpuTimingEnd=function(){if(this.options.gpuTiming){var t=this.context.extTimerQuery;t.endQueryEXT(t.TIME_ELAPSED_EXT)}},yn.prototype.collectGpuTimers=function(){var t=this.gpuTimers;return this.gpuTimers={},t},yn.prototype.queryGpuTimers=function(t){var e={};for(var r in t){var n=t[r],a=this.context.extTimerQuery,i=a.getQueryObjectEXT(n.query,a.QUERY_RESULT_EXT)/1e6;a.deleteQueryEXT(n.query),e[r]=i}return e},yn.prototype.translatePosMatrix=function(e,r,n,a,i){if(!n[0]&&!n[1])return e;var o=i?\"map\"===a?this.transform.angle:0:\"viewport\"===a?-this.transform.angle:0;if(o){var s=Math.sin(o),l=Math.cos(o);n=[n[0]*l-n[1]*s,n[0]*s+n[1]*l]}var c=[i?n[0]:fe(r,n[0],this.transform.zoom),i?n[1]:fe(r,n[1],this.transform.zoom),0],u=new Float32Array(16);return t.translate(u,e,c),u},yn.prototype.saveTileTexture=function(t){var e=this._tileTextures[t.size[0]];e?e.push(t):this._tileTextures[t.size[0]]=[t]},yn.prototype.getTileTexture=function(t){var e=this._tileTextures[t];return e&&e.length>0?e.pop():null},yn.prototype.isPatternMissing=function(t){if(!t)return!1;if(!t.from||!t.to)return!0;var e=this.imageManager.getPattern(t.from.toString()),r=this.imageManager.getPattern(t.to.toString());return!e||!r},yn.prototype.useProgram=function(t,e){this.cache=this.cache||{};var r=\"\"+t+(e?e.cacheKey:\"\")+(this._showOverdrawInspector?\"/overdraw\":\"\");return this.cache[r]||(this.cache[r]=new br(this.context,yr[t],e,Zr[t],this._showOverdrawInspector)),this.cache[r]},yn.prototype.setCustomLayerDefaults=function(){this.context.unbindVAO(),this.context.cullFace.setDefault(),this.context.activeTexture.setDefault(),this.context.pixelStoreUnpack.setDefault(),this.context.pixelStoreUnpackPremultiplyAlpha.setDefault(),this.context.pixelStoreUnpackFlipY.setDefault()},yn.prototype.setBaseState=function(){var t=this.context.gl;this.context.cullFace.set(!1),this.context.viewport.set([0,0,this.width,this.height]),this.context.blendEquation.set(t.FUNC_ADD)},yn.prototype.initDebugOverlayCanvas=function(){null==this.debugOverlayCanvas&&(this.debugOverlayCanvas=t.window.document.createElement(\"canvas\"),this.debugOverlayCanvas.width=512,this.debugOverlayCanvas.height=512,this.debugOverlayTexture=new t.Texture(this.context,this.debugOverlayCanvas,this.context.gl.RGBA))},yn.prototype.destroy=function(){this.emptyTexture.destroy(),this.debugOverlayTexture&&this.debugOverlayTexture.destroy()};var xn=function(t,e){this.points=t,this.planes=e};xn.fromInvProjectionMatrix=function(e,r,n){var a=Math.pow(2,n),i=[[-1,1,-1,1],[1,1,-1,1],[1,-1,-1,1],[-1,-1,-1,1],[-1,1,1,1],[1,1,1,1],[1,-1,1,1],[-1,-1,1,1]].map((function(r){return t.transformMat4([],r,e)})).map((function(e){return t.scale$1([],e,1/e[3]/r*a)})),o=[[0,1,2],[6,5,4],[0,3,7],[2,1,5],[3,2,6],[0,4,5]].map((function(e){var r=t.sub([],i[e[0]],i[e[1]]),n=t.sub([],i[e[2]],i[e[1]]),a=t.normalize([],t.cross([],r,n)),o=-t.dot(a,i[e[1]]);return a.concat(o)}));return new xn(i,o)};var bn=function(e,r){this.min=e,this.max=r,this.center=t.scale$2([],t.add([],this.min,this.max),.5)};bn.prototype.quadrant=function(e){for(var r=[e%2==0,e<2],n=t.clone$2(this.min),a=t.clone$2(this.max),i=0;i<r.length;i++)n[i]=r[i]?this.min[i]:this.center[i],a[i]=r[i]?this.center[i]:this.max[i];return a[2]=this.max[2],new bn(n,a)},bn.prototype.distanceX=function(t){return Math.max(Math.min(this.max[0],t[0]),this.min[0])-t[0]},bn.prototype.distanceY=function(t){return Math.max(Math.min(this.max[1],t[1]),this.min[1])-t[1]},bn.prototype.intersects=function(e){for(var r=[[this.min[0],this.min[1],0,1],[this.max[0],this.min[1],0,1],[this.max[0],this.max[1],0,1],[this.min[0],this.max[1],0,1]],n=!0,a=0;a<e.planes.length;a++){for(var i=e.planes[a],o=0,s=0;s<r.length;s++)o+=t.dot$1(i,r[s])>=0;if(0===o)return 0;o!==r.length&&(n=!1)}if(n)return 2;for(var l=0;l<3;l++){for(var c=Number.MAX_VALUE,u=-Number.MAX_VALUE,h=0;h<e.points.length;h++){var f=e.points[h][l]-this.min[l];c=Math.min(c,f),u=Math.max(u,f)}if(u<0||c>this.max[l]-this.min[l])return 0}return 1};var _n=function(t,e,r,n){if(void 0===t&&(t=0),void 0===e&&(e=0),void 0===r&&(r=0),void 0===n&&(n=0),isNaN(t)||t<0||isNaN(e)||e<0||isNaN(r)||r<0||isNaN(n)||n<0)throw new Error(\"Invalid value for edge-insets, top, bottom, left and right must all be numbers\");this.top=t,this.bottom=e,this.left=r,this.right=n};_n.prototype.interpolate=function(e,r,n){return null!=r.top&&null!=e.top&&(this.top=t.number(e.top,r.top,n)),null!=r.bottom&&null!=e.bottom&&(this.bottom=t.number(e.bottom,r.bottom,n)),null!=r.left&&null!=e.left&&(this.left=t.number(e.left,r.left,n)),null!=r.right&&null!=e.right&&(this.right=t.number(e.right,r.right,n)),this},_n.prototype.getCenter=function(e,r){var n=t.clamp((this.left+e-this.right)/2,0,e),a=t.clamp((this.top+r-this.bottom)/2,0,r);return new t.Point(n,a)},_n.prototype.equals=function(t){return this.top===t.top&&this.bottom===t.bottom&&this.left===t.left&&this.right===t.right},_n.prototype.clone=function(){return new _n(this.top,this.bottom,this.left,this.right)},_n.prototype.toJSON=function(){return{top:this.top,bottom:this.bottom,left:this.left,right:this.right}};var wn=function(e,r,n,a,i){this.tileSize=512,this.maxValidLatitude=85.051129,this._renderWorldCopies=void 0===i||i,this._minZoom=e||0,this._maxZoom=r||22,this._minPitch=null==n?0:n,this._maxPitch=null==a?60:a,this.setMaxBounds(),this.width=0,this.height=0,this._center=new t.LngLat(0,0),this.zoom=0,this.angle=0,this._fov=.6435011087932844,this._pitch=0,this._unmodified=!0,this._edgeInsets=new _n,this._posMatrixCache={},this._alignedPosMatrixCache={}},Tn={minZoom:{configurable:!0},maxZoom:{configurable:!0},minPitch:{configurable:!0},maxPitch:{configurable:!0},renderWorldCopies:{configurable:!0},worldSize:{configurable:!0},centerOffset:{configurable:!0},size:{configurable:!0},bearing:{configurable:!0},pitch:{configurable:!0},fov:{configurable:!0},zoom:{configurable:!0},center:{configurable:!0},padding:{configurable:!0},centerPoint:{configurable:!0},unmodified:{configurable:!0},point:{configurable:!0}};wn.prototype.clone=function(){var t=new wn(this._minZoom,this._maxZoom,this._minPitch,this.maxPitch,this._renderWorldCopies);return t.tileSize=this.tileSize,t.latRange=this.latRange,t.width=this.width,t.height=this.height,t._center=this._center,t.zoom=this.zoom,t.angle=this.angle,t._fov=this._fov,t._pitch=this._pitch,t._unmodified=this._unmodified,t._edgeInsets=this._edgeInsets.clone(),t._calcMatrices(),t},Tn.minZoom.get=function(){return this._minZoom},Tn.minZoom.set=function(t){this._minZoom!==t&&(this._minZoom=t,this.zoom=Math.max(this.zoom,t))},Tn.maxZoom.get=function(){return this._maxZoom},Tn.maxZoom.set=function(t){this._maxZoom!==t&&(this._maxZoom=t,this.zoom=Math.min(this.zoom,t))},Tn.minPitch.get=function(){return this._minPitch},Tn.minPitch.set=function(t){this._minPitch!==t&&(this._minPitch=t,this.pitch=Math.max(this.pitch,t))},Tn.maxPitch.get=function(){return this._maxPitch},Tn.maxPitch.set=function(t){this._maxPitch!==t&&(this._maxPitch=t,this.pitch=Math.min(this.pitch,t))},Tn.renderWorldCopies.get=function(){return this._renderWorldCopies},Tn.renderWorldCopies.set=function(t){void 0===t?t=!0:null===t&&(t=!1),this._renderWorldCopies=t},Tn.worldSize.get=function(){return this.tileSize*this.scale},Tn.centerOffset.get=function(){return this.centerPoint._sub(this.size._div(2))},Tn.size.get=function(){return new t.Point(this.width,this.height)},Tn.bearing.get=function(){return-this.angle/Math.PI*180},Tn.bearing.set=function(e){var r=-t.wrap(e,-180,180)*Math.PI/180;this.angle!==r&&(this._unmodified=!1,this.angle=r,this._calcMatrices(),this.rotationMatrix=t.create$2(),t.rotate(this.rotationMatrix,this.rotationMatrix,this.angle))},Tn.pitch.get=function(){return this._pitch/Math.PI*180},Tn.pitch.set=function(e){var r=t.clamp(e,this.minPitch,this.maxPitch)/180*Math.PI;this._pitch!==r&&(this._unmodified=!1,this._pitch=r,this._calcMatrices())},Tn.fov.get=function(){return this._fov/Math.PI*180},Tn.fov.set=function(t){t=Math.max(.01,Math.min(60,t)),this._fov!==t&&(this._unmodified=!1,this._fov=t/180*Math.PI,this._calcMatrices())},Tn.zoom.get=function(){return this._zoom},Tn.zoom.set=function(t){var e=Math.min(Math.max(t,this.minZoom),this.maxZoom);this._zoom!==e&&(this._unmodified=!1,this._zoom=e,this.scale=this.zoomScale(e),this.tileZoom=Math.floor(e),this.zoomFraction=e-this.tileZoom,this._constrain(),this._calcMatrices())},Tn.center.get=function(){return this._center},Tn.center.set=function(t){t.lat===this._center.lat&&t.lng===this._center.lng||(this._unmodified=!1,this._center=t,this._constrain(),this._calcMatrices())},Tn.padding.get=function(){return this._edgeInsets.toJSON()},Tn.padding.set=function(t){this._edgeInsets.equals(t)||(this._unmodified=!1,this._edgeInsets.interpolate(this._edgeInsets,t,1),this._calcMatrices())},Tn.centerPoint.get=function(){return this._edgeInsets.getCenter(this.width,this.height)},wn.prototype.isPaddingEqual=function(t){return this._edgeInsets.equals(t)},wn.prototype.interpolatePadding=function(t,e,r){this._unmodified=!1,this._edgeInsets.interpolate(t,e,r),this._constrain(),this._calcMatrices()},wn.prototype.coveringZoomLevel=function(t){var e=(t.roundZoom?Math.round:Math.floor)(this.zoom+this.scaleZoom(this.tileSize/t.tileSize));return Math.max(0,e)},wn.prototype.getVisibleUnwrappedCoordinates=function(e){var r=[new t.UnwrappedTileID(0,e)];if(this._renderWorldCopies)for(var n=this.pointCoordinate(new t.Point(0,0)),a=this.pointCoordinate(new t.Point(this.width,0)),i=this.pointCoordinate(new t.Point(this.width,this.height)),o=this.pointCoordinate(new t.Point(0,this.height)),s=Math.floor(Math.min(n.x,a.x,i.x,o.x)),l=Math.floor(Math.max(n.x,a.x,i.x,o.x)),c=s-1;c<=l+1;c++)0!==c&&r.push(new t.UnwrappedTileID(c,e));return r},wn.prototype.coveringTiles=function(e){var r=this.coveringZoomLevel(e),n=r;if(void 0!==e.minzoom&&r<e.minzoom)return[];void 0!==e.maxzoom&&r>e.maxzoom&&(r=e.maxzoom);var a=t.MercatorCoordinate.fromLngLat(this.center),i=Math.pow(2,r),o=[i*a.x,i*a.y,0],s=xn.fromInvProjectionMatrix(this.invProjMatrix,this.worldSize,r),l=e.minzoom||0;this.pitch<=60&&this._edgeInsets.top<.1&&(l=r);var c=function(t){return{aabb:new bn([t*i,0,0],[(t+1)*i,i,0]),zoom:0,x:0,y:0,wrap:t,fullyVisible:!1}},u=[],h=[],f=r,p=e.reparseOverscaled?n:r;if(this._renderWorldCopies)for(var d=1;d<=3;d++)u.push(c(-d)),u.push(c(d));for(u.push(c(0));u.length>0;){var g=u.pop(),m=g.x,v=g.y,y=g.fullyVisible;if(!y){var x=g.aabb.intersects(s);if(0===x)continue;y=2===x}var b=g.aabb.distanceX(o),_=g.aabb.distanceY(o),w=Math.max(Math.abs(b),Math.abs(_));if(g.zoom===f||w>3+(1<<f-g.zoom)-2&&g.zoom>=l)h.push({tileID:new t.OverscaledTileID(g.zoom===f?p:g.zoom,g.wrap,g.zoom,m,v),distanceSq:t.sqrLen([o[0]-.5-m,o[1]-.5-v])});else for(var T=0;T<4;T++){var k=(m<<1)+T%2,M=(v<<1)+(T>>1);u.push({aabb:g.aabb.quadrant(T),zoom:g.zoom+1,x:k,y:M,wrap:g.wrap,fullyVisible:y})}}return h.sort((function(t,e){return t.distanceSq-e.distanceSq})).map((function(t){return t.tileID}))},wn.prototype.resize=function(t,e){this.width=t,this.height=e,this.pixelsToGLUnits=[2/t,-2/e],this._constrain(),this._calcMatrices()},Tn.unmodified.get=function(){return this._unmodified},wn.prototype.zoomScale=function(t){return Math.pow(2,t)},wn.prototype.scaleZoom=function(t){return Math.log(t)/Math.LN2},wn.prototype.project=function(e){var r=t.clamp(e.lat,-this.maxValidLatitude,this.maxValidLatitude);return new t.Point(t.mercatorXfromLng(e.lng)*this.worldSize,t.mercatorYfromLat(r)*this.worldSize)},wn.prototype.unproject=function(e){return new t.MercatorCoordinate(e.x/this.worldSize,e.y/this.worldSize).toLngLat()},Tn.point.get=function(){return this.project(this.center)},wn.prototype.setLocationAtPoint=function(e,r){var n=this.pointCoordinate(r),a=this.pointCoordinate(this.centerPoint),i=this.locationCoordinate(e),o=new t.MercatorCoordinate(i.x-(n.x-a.x),i.y-(n.y-a.y));this.center=this.coordinateLocation(o),this._renderWorldCopies&&(this.center=this.center.wrap())},wn.prototype.locationPoint=function(t){return this.coordinatePoint(this.locationCoordinate(t))},wn.prototype.pointLocation=function(t){return this.coordinateLocation(this.pointCoordinate(t))},wn.prototype.locationCoordinate=function(e){return t.MercatorCoordinate.fromLngLat(e)},wn.prototype.coordinateLocation=function(t){return t.toLngLat()},wn.prototype.pointCoordinate=function(e){var r=[e.x,e.y,0,1],n=[e.x,e.y,1,1];t.transformMat4(r,r,this.pixelMatrixInverse),t.transformMat4(n,n,this.pixelMatrixInverse);var a=r[3],i=n[3],o=r[1]/a,s=n[1]/i,l=r[2]/a,c=n[2]/i,u=l===c?0:(0-l)/(c-l);return new t.MercatorCoordinate(t.number(r[0]/a,n[0]/i,u)/this.worldSize,t.number(o,s,u)/this.worldSize)},wn.prototype.coordinatePoint=function(e){var r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix),new t.Point(r[0]/r[3],r[1]/r[3])},wn.prototype.getBounds=function(){return(new t.LngLatBounds).extend(this.pointLocation(new t.Point(0,0))).extend(this.pointLocation(new t.Point(this.width,0))).extend(this.pointLocation(new t.Point(this.width,this.height))).extend(this.pointLocation(new t.Point(0,this.height)))},wn.prototype.getMaxBounds=function(){return this.latRange&&2===this.latRange.length&&this.lngRange&&2===this.lngRange.length?new t.LngLatBounds([this.lngRange[0],this.latRange[0]],[this.lngRange[1],this.latRange[1]]):null},wn.prototype.setMaxBounds=function(t){t?(this.lngRange=[t.getWest(),t.getEast()],this.latRange=[t.getSouth(),t.getNorth()],this._constrain()):(this.lngRange=null,this.latRange=[-this.maxValidLatitude,this.maxValidLatitude])},wn.prototype.calculatePosMatrix=function(e,r){void 0===r&&(r=!1);var n=e.key,a=r?this._alignedPosMatrixCache:this._posMatrixCache;if(a[n])return a[n];var i=e.canonical,o=this.worldSize/this.zoomScale(i.z),s=i.x+Math.pow(2,i.z)*e.wrap,l=t.identity(new Float64Array(16));return t.translate(l,l,[s*o,i.y*o,0]),t.scale(l,l,[o/t.EXTENT,o/t.EXTENT,1]),t.multiply(l,r?this.alignedProjMatrix:this.projMatrix,l),a[n]=new Float32Array(l),a[n]},wn.prototype.customLayerMatrix=function(){return this.mercatorMatrix.slice()},wn.prototype._constrain=function(){if(this.center&&this.width&&this.height&&!this._constraining){this._constraining=!0;var e,r,n,a,i=-90,o=90,s=-180,l=180,c=this.size,u=this._unmodified;if(this.latRange){var h=this.latRange;i=t.mercatorYfromLat(h[1])*this.worldSize,e=(o=t.mercatorYfromLat(h[0])*this.worldSize)-i<c.y?c.y/(o-i):0}if(this.lngRange){var f=this.lngRange;s=t.mercatorXfromLng(f[0])*this.worldSize,r=(l=t.mercatorXfromLng(f[1])*this.worldSize)-s<c.x?c.x/(l-s):0}var p=this.point,d=Math.max(r||0,e||0);if(d)return this.center=this.unproject(new t.Point(r?(l+s)/2:p.x,e?(o+i)/2:p.y)),this.zoom+=this.scaleZoom(d),this._unmodified=u,void(this._constraining=!1);if(this.latRange){var g=p.y,m=c.y/2;g-m<i&&(a=i+m),g+m>o&&(a=o-m)}if(this.lngRange){var v=p.x,y=c.x/2;v-y<s&&(n=s+y),v+y>l&&(n=l-y)}void 0===n&&void 0===a||(this.center=this.unproject(new t.Point(void 0!==n?n:p.x,void 0!==a?a:p.y))),this._unmodified=u,this._constraining=!1}},wn.prototype._calcMatrices=function(){if(this.height){var e=this.centerOffset;this.cameraToCenterDistance=.5/Math.tan(this._fov/2)*this.height;var r=Math.PI/2+this._pitch,n=this._fov*(.5+e.y/this.height),a=Math.sin(n)*this.cameraToCenterDistance/Math.sin(t.clamp(Math.PI-r-n,.01,Math.PI-.01)),i=this.point,o=i.x,s=i.y,l=1.01*(Math.cos(Math.PI/2-this._pitch)*a+this.cameraToCenterDistance),c=this.height/50,u=new Float64Array(16);t.perspective(u,this._fov,this.width/this.height,c,l),u[8]=2*-e.x/this.width,u[9]=2*e.y/this.height,t.scale(u,u,[1,-1,1]),t.translate(u,u,[0,0,-this.cameraToCenterDistance]),t.rotateX(u,u,this._pitch),t.rotateZ(u,u,this.angle),t.translate(u,u,[-o,-s,0]),this.mercatorMatrix=t.scale([],u,[this.worldSize,this.worldSize,this.worldSize]),t.scale(u,u,[1,1,t.mercatorZfromAltitude(1,this.center.lat)*this.worldSize,1]),this.projMatrix=u,this.invProjMatrix=t.invert([],this.projMatrix);var h=this.width%2/2,f=this.height%2/2,p=Math.cos(this.angle),d=Math.sin(this.angle),g=o-Math.round(o)+p*h+d*f,m=s-Math.round(s)+p*f+d*h,v=new Float64Array(u);if(t.translate(v,v,[g>.5?g-1:g,m>.5?m-1:m,0]),this.alignedProjMatrix=v,u=t.create(),t.scale(u,u,[this.width/2,-this.height/2,1]),t.translate(u,u,[1,-1,0]),this.labelPlaneMatrix=u,u=t.create(),t.scale(u,u,[1,-1,1]),t.translate(u,u,[-1,-1,0]),t.scale(u,u,[2/this.width,2/this.height,1]),this.glCoordMatrix=u,this.pixelMatrix=t.multiply(new Float64Array(16),this.labelPlaneMatrix,this.projMatrix),!(u=t.invert(new Float64Array(16),this.pixelMatrix)))throw new Error(\"failed to invert matrix\");this.pixelMatrixInverse=u,this._posMatrixCache={},this._alignedPosMatrixCache={}}},wn.prototype.maxPitchScaleFactor=function(){if(!this.pixelMatrixInverse)return 1;var e=this.pointCoordinate(new t.Point(0,0)),r=[e.x*this.worldSize,e.y*this.worldSize,0,1];return t.transformMat4(r,r,this.pixelMatrix)[3]/this.cameraToCenterDistance},wn.prototype.getCameraPoint=function(){var e=Math.tan(this._pitch)*(this.cameraToCenterDistance||1);return this.centerPoint.add(new t.Point(0,e))},wn.prototype.getCameraQueryGeometry=function(e){var r=this.getCameraPoint();if(1===e.length)return[e[0],r];for(var n=r.x,a=r.y,i=r.x,o=r.y,s=0,l=e;s<l.length;s+=1){var c=l[s];n=Math.min(n,c.x),a=Math.min(a,c.y),i=Math.max(i,c.x),o=Math.max(o,c.y)}return[new t.Point(n,a),new t.Point(i,a),new t.Point(i,o),new t.Point(n,o),new t.Point(n,a)]},Object.defineProperties(wn.prototype,Tn);var kn=function(e){var r,n,a,i;this._hashName=e&&encodeURIComponent(e),t.bindAll([\"_getCurrentHash\",\"_onHashChange\",\"_updateHash\"],this),this._updateHash=(r=this._updateHashUnthrottled.bind(this),n=!1,a=null,i=function(){a=null,n&&(r(),a=setTimeout(i,300),n=!1)},function(){return n=!0,a||i(),a})};kn.prototype.addTo=function(e){return this._map=e,t.window.addEventListener(\"hashchange\",this._onHashChange,!1),this._map.on(\"moveend\",this._updateHash),this},kn.prototype.remove=function(){return t.window.removeEventListener(\"hashchange\",this._onHashChange,!1),this._map.off(\"moveend\",this._updateHash),clearTimeout(this._updateHash()),delete this._map,this},kn.prototype.getHashString=function(e){var r=this._map.getCenter(),n=Math.round(100*this._map.getZoom())/100,a=Math.ceil((n*Math.LN2+Math.log(512/360/.5))/Math.LN10),i=Math.pow(10,a),o=Math.round(r.lng*i)/i,s=Math.round(r.lat*i)/i,l=this._map.getBearing(),c=this._map.getPitch(),u=\"\";if(u+=e?\"/\"+o+\"/\"+s+\"/\"+n:n+\"/\"+s+\"/\"+o,(l||c)&&(u+=\"/\"+Math.round(10*l)/10),c&&(u+=\"/\"+Math.round(c)),this._hashName){var h=this._hashName,f=!1,p=t.window.location.hash.slice(1).split(\"&\").map((function(t){var e=t.split(\"=\")[0];return e===h?(f=!0,e+\"=\"+u):t})).filter((function(t){return t}));return f||p.push(h+\"=\"+u),\"#\"+p.join(\"&\")}return\"#\"+u},kn.prototype._getCurrentHash=function(){var e,r=this,n=t.window.location.hash.replace(\"#\",\"\");return this._hashName?(n.split(\"&\").map((function(t){return t.split(\"=\")})).forEach((function(t){t[0]===r._hashName&&(e=t)})),(e&&e[1]||\"\").split(\"/\")):n.split(\"/\")},kn.prototype._onHashChange=function(){var t=this._getCurrentHash();if(t.length>=3&&!t.some((function(t){return isNaN(t)}))){var e=this._map.dragRotate.isEnabled()&&this._map.touchZoomRotate.isEnabled()?+(t[3]||0):this._map.getBearing();return this._map.jumpTo({center:[+t[2],+t[1]],zoom:+t[0],bearing:e,pitch:+(t[4]||0)}),!0}return!1},kn.prototype._updateHashUnthrottled=function(){var e=this.getHashString();try{t.window.history.replaceState(t.window.history.state,\"\",e)}catch(t){}};var Mn={linearity:.3,easing:t.bezier(0,0,.3,1)},An=t.extend({deceleration:2500,maxSpeed:1400},Mn),Sn=t.extend({deceleration:20,maxSpeed:1400},Mn),En=t.extend({deceleration:1e3,maxSpeed:360},Mn),Cn=t.extend({deceleration:1e3,maxSpeed:90},Mn),Ln=function(t){this._map=t,this.clear()};function Pn(t,e){(!t.duration||t.duration<e.duration)&&(t.duration=e.duration,t.easing=e.easing)}function In(e,r,n){var a=n.maxSpeed,i=n.linearity,o=n.deceleration,s=t.clamp(e*i/(r/1e3),-a,a),l=Math.abs(s)/(o*i);return{easing:n.easing,duration:1e3*l,amount:s*(l/2)}}Ln.prototype.clear=function(){this._inertiaBuffer=[]},Ln.prototype.record=function(e){this._drainInertiaBuffer(),this._inertiaBuffer.push({time:t.browser.now(),settings:e})},Ln.prototype._drainInertiaBuffer=function(){for(var e=this._inertiaBuffer,r=t.browser.now();e.length>0&&r-e[0].time>160;)e.shift()},Ln.prototype._onMoveEnd=function(e){if(this._drainInertiaBuffer(),!(this._inertiaBuffer.length<2)){for(var r={zoom:0,bearing:0,pitch:0,pan:new t.Point(0,0),pinchAround:void 0,around:void 0},n=0,a=this._inertiaBuffer;n<a.length;n+=1){var i=a[n].settings;r.zoom+=i.zoomDelta||0,r.bearing+=i.bearingDelta||0,r.pitch+=i.pitchDelta||0,i.panDelta&&r.pan._add(i.panDelta),i.around&&(r.around=i.around),i.pinchAround&&(r.pinchAround=i.pinchAround)}var o=this._inertiaBuffer[this._inertiaBuffer.length-1].time-this._inertiaBuffer[0].time,s={};if(r.pan.mag()){var l=In(r.pan.mag(),o,t.extend({},An,e||{}));s.offset=r.pan.mult(l.amount/r.pan.mag()),s.center=this._map.transform.center,Pn(s,l)}if(r.zoom){var c=In(r.zoom,o,Sn);s.zoom=this._map.transform.zoom+c.amount,Pn(s,c)}if(r.bearing){var u=In(r.bearing,o,En);s.bearing=this._map.transform.bearing+t.clamp(u.amount,-179,179),Pn(s,u)}if(r.pitch){var h=In(r.pitch,o,Cn);s.pitch=this._map.transform.pitch+h.amount,Pn(s,h)}if(s.zoom||s.bearing){var f=void 0===r.pinchAround?r.around:r.pinchAround;s.around=f?this._map.unproject(f):this._map.getCenter()}return this.clear(),t.extend(s,{noMoveStart:!0})}};var zn=function(e){function n(n,a,i,o){void 0===o&&(o={});var s=r.mousePos(a.getCanvasContainer(),i),l=a.unproject(s);e.call(this,n,t.extend({point:s,lngLat:l,originalEvent:i},o)),this._defaultPrevented=!1,this.target=a}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),On=function(e){function n(n,a,i){var o=\"touchend\"===n?i.changedTouches:i.touches,s=r.touchPos(a.getCanvasContainer(),o),l=s.map((function(t){return a.unproject(t)})),c=s.reduce((function(t,e,r,n){return t.add(e.div(n.length))}),new t.Point(0,0)),u=a.unproject(c);e.call(this,n,{points:s,point:c,lngLats:l,lngLat:u,originalEvent:i}),this._defaultPrevented=!1}e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n;var a={defaultPrevented:{configurable:!0}};return n.prototype.preventDefault=function(){this._defaultPrevented=!0},a.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(n.prototype,a),n}(t.Event),Dn=function(t){function e(e,r,n){t.call(this,e,{originalEvent:n}),this._defaultPrevented=!1}t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e;var r={defaultPrevented:{configurable:!0}};return e.prototype.preventDefault=function(){this._defaultPrevented=!0},r.defaultPrevented.get=function(){return this._defaultPrevented},Object.defineProperties(e.prototype,r),e}(t.Event),Rn=function(t,e){this._map=t,this._clickTolerance=e.clickTolerance};Rn.prototype.reset=function(){delete this._mousedownPos},Rn.prototype.wheel=function(t){return this._firePreventable(new Dn(t.type,this._map,t))},Rn.prototype.mousedown=function(t,e){return this._mousedownPos=e,this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseup=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.click=function(t,e){this._mousedownPos&&this._mousedownPos.dist(e)>=this._clickTolerance||this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.dblclick=function(t){return this._firePreventable(new zn(t.type,this._map,t))},Rn.prototype.mouseover=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.mouseout=function(t){this._map.fire(new zn(t.type,this._map,t))},Rn.prototype.touchstart=function(t){return this._firePreventable(new On(t.type,this._map,t))},Rn.prototype.touchmove=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchend=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype.touchcancel=function(t){this._map.fire(new On(t.type,this._map,t))},Rn.prototype._firePreventable=function(t){if(this._map.fire(t),t.defaultPrevented)return{}},Rn.prototype.isEnabled=function(){return!0},Rn.prototype.isActive=function(){return!1},Rn.prototype.enable=function(){},Rn.prototype.disable=function(){};var Fn=function(t){this._map=t};Fn.prototype.reset=function(){this._delayContextMenu=!1,delete this._contextMenuEvent},Fn.prototype.mousemove=function(t){this._map.fire(new zn(t.type,this._map,t))},Fn.prototype.mousedown=function(){this._delayContextMenu=!0},Fn.prototype.mouseup=function(){this._delayContextMenu=!1,this._contextMenuEvent&&(this._map.fire(new zn(\"contextmenu\",this._map,this._contextMenuEvent)),delete this._contextMenuEvent)},Fn.prototype.contextmenu=function(t){this._delayContextMenu?this._contextMenuEvent=t:this._map.fire(new zn(t.type,this._map,t)),this._map.listens(\"contextmenu\")&&t.preventDefault()},Fn.prototype.isEnabled=function(){return!0},Fn.prototype.isActive=function(){return!1},Fn.prototype.enable=function(){},Fn.prototype.disable=function(){};var Bn=function(t,e){this._map=t,this._el=t.getCanvasContainer(),this._container=t.getContainer(),this._clickTolerance=e.clickTolerance||1};function Nn(t,e){for(var r={},n=0;n<t.length;n++)r[t[n].identifier]=e[n];return r}Bn.prototype.isEnabled=function(){return!!this._enabled},Bn.prototype.isActive=function(){return!!this._active},Bn.prototype.enable=function(){this.isEnabled()||(this._enabled=!0)},Bn.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},Bn.prototype.mousedown=function(t,e){this.isEnabled()&&t.shiftKey&&0===t.button&&(r.disableDrag(),this._startPos=this._lastPos=e,this._active=!0)},Bn.prototype.mousemoveWindow=function(t,e){if(this._active){var n=e;if(!(this._lastPos.equals(n)||!this._box&&n.dist(this._startPos)<this._clickTolerance)){var a=this._startPos;this._lastPos=n,this._box||(this._box=r.create(\"div\",\"mapboxgl-boxzoom\",this._container),this._container.classList.add(\"mapboxgl-crosshair\"),this._fireEvent(\"boxzoomstart\",t));var i=Math.min(a.x,n.x),o=Math.max(a.x,n.x),s=Math.min(a.y,n.y),l=Math.max(a.y,n.y);r.setTransform(this._box,\"translate(\"+i+\"px,\"+s+\"px)\"),this._box.style.width=o-i+\"px\",this._box.style.height=l-s+\"px\"}}},Bn.prototype.mouseupWindow=function(e,n){var a=this;if(this._active&&0===e.button){var i=this._startPos,o=n;if(this.reset(),r.suppressClick(),i.x!==o.x||i.y!==o.y)return this._map.fire(new t.Event(\"boxzoomend\",{originalEvent:e})),{cameraAnimation:function(t){return t.fitScreenCoordinates(i,o,a._map.getBearing(),{linear:!0})}};this._fireEvent(\"boxzoomcancel\",e)}},Bn.prototype.keydown=function(t){this._active&&27===t.keyCode&&(this.reset(),this._fireEvent(\"boxzoomcancel\",t))},Bn.prototype.reset=function(){this._active=!1,this._container.classList.remove(\"mapboxgl-crosshair\"),this._box&&(r.remove(this._box),this._box=null),r.enableDrag(),delete this._startPos,delete this._lastPos},Bn.prototype._fireEvent=function(e,r){return this._map.fire(new t.Event(e,{originalEvent:r}))};var jn=function(t){this.reset(),this.numTouches=t.numTouches};jn.prototype.reset=function(){delete this.centroid,delete this.startTime,delete this.touches,this.aborted=!1},jn.prototype.touchstart=function(e,r,n){(this.centroid||n.length>this.numTouches)&&(this.aborted=!0),this.aborted||(void 0===this.startTime&&(this.startTime=e.timeStamp),n.length===this.numTouches&&(this.centroid=function(e){for(var r=new t.Point(0,0),n=0,a=e;n<a.length;n+=1)r._add(a[n]);return r.div(e.length)}(r),this.touches=Nn(n,r)))},jn.prototype.touchmove=function(t,e,r){if(!this.aborted&&this.centroid){var n=Nn(r,e);for(var a in this.touches){var i=n[a];(!i||i.dist(this.touches[a])>30)&&(this.aborted=!0)}}},jn.prototype.touchend=function(t,e,r){if((!this.centroid||t.timeStamp-this.startTime>500)&&(this.aborted=!0),0===r.length){var n=!this.aborted&&this.centroid;if(this.reset(),n)return n}};var Un=function(t){this.singleTap=new jn(t),this.numTaps=t.numTaps,this.reset()};Un.prototype.reset=function(){this.lastTime=1/0,delete this.lastTap,this.count=0,this.singleTap.reset()},Un.prototype.touchstart=function(t,e,r){this.singleTap.touchstart(t,e,r)},Un.prototype.touchmove=function(t,e,r){this.singleTap.touchmove(t,e,r)},Un.prototype.touchend=function(t,e,r){var n=this.singleTap.touchend(t,e,r);if(n){var a=t.timeStamp-this.lastTime<500,i=!this.lastTap||this.lastTap.dist(n)<30;if(a&&i||this.reset(),this.count++,this.lastTime=t.timeStamp,this.lastTap=n,this.count===this.numTaps)return this.reset(),n}};var Vn=function(){this._zoomIn=new Un({numTouches:1,numTaps:2}),this._zoomOut=new Un({numTouches:2,numTaps:1}),this.reset()};Vn.prototype.reset=function(){this._active=!1,this._zoomIn.reset(),this._zoomOut.reset()},Vn.prototype.touchstart=function(t,e,r){this._zoomIn.touchstart(t,e,r),this._zoomOut.touchstart(t,e,r)},Vn.prototype.touchmove=function(t,e,r){this._zoomIn.touchmove(t,e,r),this._zoomOut.touchmove(t,e,r)},Vn.prototype.touchend=function(t,e,r){var n=this,a=this._zoomIn.touchend(t,e,r),i=this._zoomOut.touchend(t,e,r);return a?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()+1,around:e.unproject(a)},{originalEvent:t})}}):i?(this._active=!0,t.preventDefault(),setTimeout((function(){return n.reset()}),0),{cameraAnimation:function(e){return e.easeTo({duration:300,zoom:e.getZoom()-1,around:e.unproject(i)},{originalEvent:t})}}):void 0},Vn.prototype.touchcancel=function(){this.reset()},Vn.prototype.enable=function(){this._enabled=!0},Vn.prototype.disable=function(){this._enabled=!1,this.reset()},Vn.prototype.isEnabled=function(){return this._enabled},Vn.prototype.isActive=function(){return this._active};var qn=function(t){this.reset(),this._clickTolerance=t.clickTolerance||1};qn.prototype.reset=function(){this._active=!1,this._moved=!1,delete this._lastPoint,delete this._eventButton},qn.prototype._correctButton=function(t,e){return!1},qn.prototype._move=function(t,e){return{}},qn.prototype.mousedown=function(t,e){if(!this._lastPoint){var n=r.mouseButton(t);this._correctButton(t,n)&&(this._lastPoint=e,this._eventButton=n)}},qn.prototype.mousemoveWindow=function(t,e){var r=this._lastPoint;if(r&&(t.preventDefault(),this._moved||!(e.dist(r)<this._clickTolerance)))return this._moved=!0,this._lastPoint=e,this._move(r,e)},qn.prototype.mouseupWindow=function(t){r.mouseButton(t)===this._eventButton&&(this._moved&&r.suppressClick(),this.reset())},qn.prototype.enable=function(){this._enabled=!0},qn.prototype.disable=function(){this._enabled=!1,this.reset()},qn.prototype.isEnabled=function(){return this._enabled},qn.prototype.isActive=function(){return this._active};var Hn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.mousedown=function(e,r){t.prototype.mousedown.call(this,e,r),this._lastPoint&&(this._active=!0)},e.prototype._correctButton=function(t,e){return 0===e&&!t.ctrlKey},e.prototype._move=function(t,e){return{around:e,panDelta:e.sub(t)}},e}(qn),Gn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=.8*(e.x-t.x);if(r)return this._active=!0,{bearingDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Yn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype._correctButton=function(t,e){return 0===e&&t.ctrlKey||2===e},e.prototype._move=function(t,e){var r=-.5*(e.y-t.y);if(r)return this._active=!0,{pitchDelta:r}},e.prototype.contextmenu=function(t){t.preventDefault()},e}(qn),Wn=function(t){this._minTouches=1,this._clickTolerance=t.clickTolerance||1,this.reset()};Wn.prototype.reset=function(){this._active=!1,this._touches={},this._sum=new t.Point(0,0)},Wn.prototype.touchstart=function(t,e,r){return this._calculateTransform(t,e,r)},Wn.prototype.touchmove=function(t,e,r){if(this._active)return t.preventDefault(),this._calculateTransform(t,e,r)},Wn.prototype.touchend=function(t,e,r){this._calculateTransform(t,e,r),this._active&&r.length<this._minTouches&&this.reset()},Wn.prototype.touchcancel=function(){this.reset()},Wn.prototype._calculateTransform=function(e,r,n){n.length>0&&(this._active=!0);var a=Nn(n,r),i=new t.Point(0,0),o=new t.Point(0,0),s=0;for(var l in a){var c=a[l],u=this._touches[l];u&&(i._add(c),o._add(c.sub(u)),s++,a[l]=c)}if(this._touches=a,!(s<this._minTouches)&&o.mag()){var h=o.div(s);if(this._sum._add(h),!(this._sum.mag()<this._clickTolerance))return{around:i.div(s),panDelta:h}}},Wn.prototype.enable=function(){this._enabled=!0},Wn.prototype.disable=function(){this._enabled=!1,this.reset()},Wn.prototype.isEnabled=function(){return this._enabled},Wn.prototype.isActive=function(){return this._active};var Zn=function(){this.reset()};function Xn(t,e,r){for(var n=0;n<t.length;n++)if(t[n].identifier===r)return e[n]}function Jn(t,e){return Math.log(t/e)/Math.LN2}Zn.prototype.reset=function(){this._active=!1,delete this._firstTwoTouches},Zn.prototype._start=function(t){},Zn.prototype._move=function(t,e,r){return{}},Zn.prototype.touchstart=function(t,e,r){this._firstTwoTouches||r.length<2||(this._firstTwoTouches=[r[0].identifier,r[1].identifier],this._start([e[0],e[1]]))},Zn.prototype.touchmove=function(t,e,r){if(this._firstTwoTouches){t.preventDefault();var n=this._firstTwoTouches,a=n[1],i=Xn(r,e,n[0]),o=Xn(r,e,a);if(i&&o){var s=this._aroundCenter?null:i.add(o).div(2);return this._move([i,o],s,t)}}},Zn.prototype.touchend=function(t,e,n){if(this._firstTwoTouches){var a=this._firstTwoTouches,i=a[1],o=Xn(n,e,a[0]),s=Xn(n,e,i);o&&s||(this._active&&r.suppressClick(),this.reset())}},Zn.prototype.touchcancel=function(){this.reset()},Zn.prototype.enable=function(t){this._enabled=!0,this._aroundCenter=!!t&&\"center\"===t.around},Zn.prototype.disable=function(){this._enabled=!1,this.reset()},Zn.prototype.isEnabled=function(){return this._enabled},Zn.prototype.isActive=function(){return this._active};var Kn=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._distance,delete this._startDistance},e.prototype._start=function(t){this._startDistance=this._distance=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._distance;if(this._distance=t[0].dist(t[1]),this._active||!(Math.abs(Jn(this._distance,this._startDistance))<.1))return this._active=!0,{zoomDelta:Jn(this._distance,r),pinchAround:e}},e}(Zn);function Qn(t,e){return 180*t.angleWith(e)/Math.PI}var $n=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),delete this._minDiameter,delete this._startVector,delete this._vector},e.prototype._start=function(t){this._startVector=this._vector=t[0].sub(t[1]),this._minDiameter=t[0].dist(t[1])},e.prototype._move=function(t,e){var r=this._vector;if(this._vector=t[0].sub(t[1]),this._active||!this._isBelowThreshold(this._vector))return this._active=!0,{bearingDelta:Qn(this._vector,r),pinchAround:e}},e.prototype._isBelowThreshold=function(t){this._minDiameter=Math.min(this._minDiameter,t.mag());var e=25/(Math.PI*this._minDiameter)*360,r=Qn(t,this._startVector);return Math.abs(r)<e},e}(Zn);function ta(t){return Math.abs(t.y)>Math.abs(t.x)}var ea=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e.prototype.reset=function(){t.prototype.reset.call(this),this._valid=void 0,delete this._firstMove,delete this._lastPoints},e.prototype._start=function(t){this._lastPoints=t,ta(t[0].sub(t[1]))&&(this._valid=!1)},e.prototype._move=function(t,e,r){var n=t[0].sub(this._lastPoints[0]),a=t[1].sub(this._lastPoints[1]);if(this._valid=this.gestureBeginsVertically(n,a,r.timeStamp),this._valid)return this._lastPoints=t,this._active=!0,{pitchDelta:(n.y+a.y)/2*-.5}},e.prototype.gestureBeginsVertically=function(t,e,r){if(void 0!==this._valid)return this._valid;var n=t.mag()>=2,a=e.mag()>=2;if(n||a){if(!n||!a)return void 0===this._firstMove&&(this._firstMove=r),r-this._firstMove<100&&void 0;var i=t.y>0==e.y>0;return ta(t)&&ta(e)&&i}},e}(Zn),ra={panStep:100,bearingStep:15,pitchStep:10},na=function(){var t=ra;this._panStep=t.panStep,this._bearingStep=t.bearingStep,this._pitchStep=t.pitchStep};function aa(t){return t*(2-t)}na.prototype.reset=function(){this._active=!1},na.prototype.keydown=function(t){var e=this;if(!(t.altKey||t.ctrlKey||t.metaKey)){var r=0,n=0,a=0,i=0,o=0;switch(t.keyCode){case 61:case 107:case 171:case 187:r=1;break;case 189:case 109:case 173:r=-1;break;case 37:t.shiftKey?n=-1:(t.preventDefault(),i=-1);break;case 39:t.shiftKey?n=1:(t.preventDefault(),i=1);break;case 38:t.shiftKey?a=1:(t.preventDefault(),o=-1);break;case 40:t.shiftKey?a=-1:(t.preventDefault(),o=1);break;default:return}return{cameraAnimation:function(s){var l=s.getZoom();s.easeTo({duration:300,easeId:\"keyboardHandler\",easing:aa,zoom:r?Math.round(l)+r*(t.shiftKey?2:1):l,bearing:s.getBearing()+n*e._bearingStep,pitch:s.getPitch()+a*e._pitchStep,offset:[-i*e._panStep,-o*e._panStep],center:s.getCenter()},{originalEvent:t})}}}},na.prototype.enable=function(){this._enabled=!0},na.prototype.disable=function(){this._enabled=!1,this.reset()},na.prototype.isEnabled=function(){return this._enabled},na.prototype.isActive=function(){return this._active};var ia=function(e,r){this._map=e,this._el=e.getCanvasContainer(),this._handler=r,this._delta=0,this._defaultZoomRate=.01,this._wheelZoomRate=1/450,t.bindAll([\"_onWheel\",\"_onTimeout\",\"_onScrollFrame\",\"_onScrollFinished\"],this)};ia.prototype.setZoomRate=function(t){this._defaultZoomRate=t},ia.prototype.setWheelZoomRate=function(t){this._wheelZoomRate=t},ia.prototype.isEnabled=function(){return!!this._enabled},ia.prototype.isActive=function(){return!!this._active||void 0!==this._finishTimeout},ia.prototype.isZooming=function(){return!!this._zooming},ia.prototype.enable=function(t){this.isEnabled()||(this._enabled=!0,this._aroundCenter=t&&\"center\"===t.around)},ia.prototype.disable=function(){this.isEnabled()&&(this._enabled=!1)},ia.prototype.wheel=function(e){if(this.isEnabled()){var r=e.deltaMode===t.window.WheelEvent.DOM_DELTA_LINE?40*e.deltaY:e.deltaY,n=t.browser.now(),a=n-(this._lastWheelEventTime||0);this._lastWheelEventTime=n,0!==r&&r%4.000244140625==0?this._type=\"wheel\":0!==r&&Math.abs(r)<4?this._type=\"trackpad\":a>400?(this._type=null,this._lastValue=r,this._timeout=setTimeout(this._onTimeout,40,e)):this._type||(this._type=Math.abs(a*r)<200?\"trackpad\":\"wheel\",this._timeout&&(clearTimeout(this._timeout),this._timeout=null,r+=this._lastValue)),e.shiftKey&&r&&(r/=4),this._type&&(this._lastWheelEvent=e,this._delta-=r,this._active||this._start(e)),e.preventDefault()}},ia.prototype._onTimeout=function(t){this._type=\"wheel\",this._delta-=this._lastValue,this._active||this._start(t)},ia.prototype._start=function(e){if(this._delta){this._frameId&&(this._frameId=null),this._active=!0,this.isZooming()||(this._zooming=!0),this._finishTimeout&&(clearTimeout(this._finishTimeout),delete this._finishTimeout);var n=r.mousePos(this._el,e);this._around=t.LngLat.convert(this._aroundCenter?this._map.getCenter():this._map.unproject(n)),this._aroundPoint=this._map.transform.locationPoint(this._around),this._frameId||(this._frameId=!0,this._handler._triggerRenderFrame())}},ia.prototype.renderFrame=function(){return this._onScrollFrame()},ia.prototype._onScrollFrame=function(){var e=this;if(this._frameId&&(this._frameId=null,this.isActive())){var r=this._map.transform;if(0!==this._delta){var n=\"wheel\"===this._type&&Math.abs(this._delta)>4.000244140625?this._wheelZoomRate:this._defaultZoomRate,a=2/(1+Math.exp(-Math.abs(this._delta*n)));this._delta<0&&0!==a&&(a=1/a);var i=\"number\"==typeof this._targetZoom?r.zoomScale(this._targetZoom):r.scale;this._targetZoom=Math.min(r.maxZoom,Math.max(r.minZoom,r.scaleZoom(i*a))),\"wheel\"===this._type&&(this._startZoom=r.zoom,this._easing=this._smoothOutEasing(200)),this._delta=0}var o,s=\"number\"==typeof this._targetZoom?this._targetZoom:r.zoom,l=this._startZoom,c=this._easing,u=!1;if(\"wheel\"===this._type&&l&&c){var h=Math.min((t.browser.now()-this._lastWheelEventTime)/200,1),f=c(h);o=t.number(l,s,f),h<1?this._frameId||(this._frameId=!0):u=!0}else o=s,u=!0;return this._active=!0,u&&(this._active=!1,this._finishTimeout=setTimeout((function(){e._zooming=!1,e._handler._triggerRenderFrame(),delete e._targetZoom,delete e._finishTimeout}),200)),{noInertia:!0,needsRenderFrame:!u,zoomDelta:o-r.zoom,around:this._aroundPoint,originalEvent:this._lastWheelEvent}}},ia.prototype._smoothOutEasing=function(e){var r=t.ease;if(this._prevEase){var n=this._prevEase,a=(t.browser.now()-n.start)/n.duration,i=n.easing(a+.01)-n.easing(a),o=.27/Math.sqrt(i*i+1e-4)*.01,s=Math.sqrt(.0729-o*o);r=t.bezier(o,s,.25,1)}return this._prevEase={start:t.browser.now(),duration:e,easing:r},r},ia.prototype.reset=function(){this._active=!1};var oa=function(t,e){this._clickZoom=t,this._tapZoom=e};oa.prototype.enable=function(){this._clickZoom.enable(),this._tapZoom.enable()},oa.prototype.disable=function(){this._clickZoom.disable(),this._tapZoom.disable()},oa.prototype.isEnabled=function(){return this._clickZoom.isEnabled()&&this._tapZoom.isEnabled()},oa.prototype.isActive=function(){return this._clickZoom.isActive()||this._tapZoom.isActive()};var sa=function(){this.reset()};sa.prototype.reset=function(){this._active=!1},sa.prototype.dblclick=function(t,e){return t.preventDefault(),{cameraAnimation:function(r){r.easeTo({duration:300,zoom:r.getZoom()+(t.shiftKey?-1:1),around:r.unproject(e)},{originalEvent:t})}}},sa.prototype.enable=function(){this._enabled=!0},sa.prototype.disable=function(){this._enabled=!1,this.reset()},sa.prototype.isEnabled=function(){return this._enabled},sa.prototype.isActive=function(){return this._active};var la=function(){this._tap=new Un({numTouches:1,numTaps:1}),this.reset()};la.prototype.reset=function(){this._active=!1,delete this._swipePoint,delete this._swipeTouch,delete this._tapTime,this._tap.reset()},la.prototype.touchstart=function(t,e,r){this._swipePoint||(this._tapTime&&t.timeStamp-this._tapTime>500&&this.reset(),this._tapTime?r.length>0&&(this._swipePoint=e[0],this._swipeTouch=r[0].identifier):this._tap.touchstart(t,e,r))},la.prototype.touchmove=function(t,e,r){if(this._tapTime){if(this._swipePoint){if(r[0].identifier!==this._swipeTouch)return;var n=e[0],a=n.y-this._swipePoint.y;return this._swipePoint=n,t.preventDefault(),this._active=!0,{zoomDelta:a/128}}}else this._tap.touchmove(t,e,r)},la.prototype.touchend=function(t,e,r){this._tapTime?this._swipePoint&&0===r.length&&this.reset():this._tap.touchend(t,e,r)&&(this._tapTime=t.timeStamp)},la.prototype.touchcancel=function(){this.reset()},la.prototype.enable=function(){this._enabled=!0},la.prototype.disable=function(){this._enabled=!1,this.reset()},la.prototype.isEnabled=function(){return this._enabled},la.prototype.isActive=function(){return this._active};var ca=function(t,e,r){this._el=t,this._mousePan=e,this._touchPan=r};ca.prototype.enable=function(t){this._inertiaOptions=t||{},this._mousePan.enable(),this._touchPan.enable(),this._el.classList.add(\"mapboxgl-touch-drag-pan\")},ca.prototype.disable=function(){this._mousePan.disable(),this._touchPan.disable(),this._el.classList.remove(\"mapboxgl-touch-drag-pan\")},ca.prototype.isEnabled=function(){return this._mousePan.isEnabled()&&this._touchPan.isEnabled()},ca.prototype.isActive=function(){return this._mousePan.isActive()||this._touchPan.isActive()};var ua=function(t,e,r){this._pitchWithRotate=t.pitchWithRotate,this._mouseRotate=e,this._mousePitch=r};ua.prototype.enable=function(){this._mouseRotate.enable(),this._pitchWithRotate&&this._mousePitch.enable()},ua.prototype.disable=function(){this._mouseRotate.disable(),this._mousePitch.disable()},ua.prototype.isEnabled=function(){return this._mouseRotate.isEnabled()&&(!this._pitchWithRotate||this._mousePitch.isEnabled())},ua.prototype.isActive=function(){return this._mouseRotate.isActive()||this._mousePitch.isActive()};var ha=function(t,e,r,n){this._el=t,this._touchZoom=e,this._touchRotate=r,this._tapDragZoom=n,this._rotationDisabled=!1,this._enabled=!0};ha.prototype.enable=function(t){this._touchZoom.enable(t),this._rotationDisabled||this._touchRotate.enable(t),this._tapDragZoom.enable(),this._el.classList.add(\"mapboxgl-touch-zoom-rotate\")},ha.prototype.disable=function(){this._touchZoom.disable(),this._touchRotate.disable(),this._tapDragZoom.disable(),this._el.classList.remove(\"mapboxgl-touch-zoom-rotate\")},ha.prototype.isEnabled=function(){return this._touchZoom.isEnabled()&&(this._rotationDisabled||this._touchRotate.isEnabled())&&this._tapDragZoom.isEnabled()},ha.prototype.isActive=function(){return this._touchZoom.isActive()||this._touchRotate.isActive()||this._tapDragZoom.isActive()},ha.prototype.disableRotation=function(){this._rotationDisabled=!0,this._touchRotate.disable()},ha.prototype.enableRotation=function(){this._rotationDisabled=!1,this._touchZoom.isEnabled()&&this._touchRotate.enable()};var fa=function(t){return t.zoom||t.drag||t.pitch||t.rotate},pa=function(t){function e(){t.apply(this,arguments)}return t&&(e.__proto__=t),(e.prototype=Object.create(t&&t.prototype)).constructor=e,e}(t.Event);function da(t){return t.panDelta&&t.panDelta.mag()||t.zoomDelta||t.bearingDelta||t.pitchDelta}var ga=function(e,n){this._map=e,this._el=this._map.getCanvasContainer(),this._handlers=[],this._handlersById={},this._changes=[],this._inertia=new Ln(e),this._bearingSnap=n.bearingSnap,this._previousActiveHandlers={},this._eventsInProgress={},this._addDefaultHandlers(n),t.bindAll([\"handleEvent\",\"handleWindowEvent\"],this);var a=this._el;this._listeners=[[a,\"touchstart\",{passive:!1}],[a,\"touchmove\",{passive:!1}],[a,\"touchend\",void 0],[a,\"touchcancel\",void 0],[a,\"mousedown\",void 0],[a,\"mousemove\",void 0],[a,\"mouseup\",void 0],[t.window.document,\"mousemove\",{capture:!0}],[t.window.document,\"mouseup\",void 0],[a,\"mouseover\",void 0],[a,\"mouseout\",void 0],[a,\"dblclick\",void 0],[a,\"click\",void 0],[a,\"keydown\",{capture:!1}],[a,\"keyup\",void 0],[a,\"wheel\",{passive:!1}],[a,\"contextmenu\",void 0],[t.window,\"blur\",void 0]];for(var i=0,o=this._listeners;i<o.length;i+=1){var s=o[i],l=s[0];r.addEventListener(l,s[1],l===t.window.document?this.handleWindowEvent:this.handleEvent,s[2])}};ga.prototype.destroy=function(){for(var e=0,n=this._listeners;e<n.length;e+=1){var a=n[e],i=a[0];r.removeEventListener(i,a[1],i===t.window.document?this.handleWindowEvent:this.handleEvent,a[2])}},ga.prototype._addDefaultHandlers=function(t){var e=this._map,r=e.getCanvasContainer();this._add(\"mapEvent\",new Rn(e,t));var n=e.boxZoom=new Bn(e,t);this._add(\"boxZoom\",n);var a=new Vn,i=new sa;e.doubleClickZoom=new oa(i,a),this._add(\"tapZoom\",a),this._add(\"clickZoom\",i);var o=new la;this._add(\"tapDragZoom\",o);var s=e.touchPitch=new ea;this._add(\"touchPitch\",s);var l=new Gn(t),c=new Yn(t);e.dragRotate=new ua(t,l,c),this._add(\"mouseRotate\",l,[\"mousePitch\"]),this._add(\"mousePitch\",c,[\"mouseRotate\"]);var u=new Hn(t),h=new Wn(t);e.dragPan=new ca(r,u,h),this._add(\"mousePan\",u),this._add(\"touchPan\",h,[\"touchZoom\",\"touchRotate\"]);var f=new $n,p=new Kn;e.touchZoomRotate=new ha(r,p,f,o),this._add(\"touchRotate\",f,[\"touchPan\",\"touchZoom\"]),this._add(\"touchZoom\",p,[\"touchPan\",\"touchRotate\"]);var d=e.scrollZoom=new ia(e,this);this._add(\"scrollZoom\",d,[\"mousePan\"]);var g=e.keyboard=new na;this._add(\"keyboard\",g),this._add(\"blockableMapEvent\",new Fn(e));for(var m=0,v=[\"boxZoom\",\"doubleClickZoom\",\"tapDragZoom\",\"touchPitch\",\"dragRotate\",\"dragPan\",\"touchZoomRotate\",\"scrollZoom\",\"keyboard\"];m<v.length;m+=1){var y=v[m];t.interactive&&t[y]&&e[y].enable(t[y])}},ga.prototype._add=function(t,e,r){this._handlers.push({handlerName:t,handler:e,allowed:r}),this._handlersById[t]=e},ga.prototype.stop=function(){if(!this._updatingCamera){for(var t=0,e=this._handlers;t<e.length;t+=1)e[t].handler.reset();this._inertia.clear(),this._fireEvents({},{}),this._changes=[]}},ga.prototype.isActive=function(){for(var t=0,e=this._handlers;t<e.length;t+=1)if(e[t].handler.isActive())return!0;return!1},ga.prototype.isZooming=function(){return!!this._eventsInProgress.zoom||this._map.scrollZoom.isZooming()},ga.prototype.isRotating=function(){return!!this._eventsInProgress.rotate},ga.prototype.isMoving=function(){return Boolean(fa(this._eventsInProgress))||this.isZooming()},ga.prototype._blockedByActive=function(t,e,r){for(var n in t)if(n!==r&&(!e||e.indexOf(n)<0))return!0;return!1},ga.prototype.handleWindowEvent=function(t){this.handleEvent(t,t.type+\"Window\")},ga.prototype._getMapTouches=function(t){for(var e=[],r=0,n=t;r<n.length;r+=1){var a=n[r];this._el.contains(a.target)&&e.push(a)}return e},ga.prototype.handleEvent=function(t,e){if(\"blur\"!==t.type){this._updatingCamera=!0;for(var n=\"renderFrame\"===t.type?void 0:t,a={needsRenderFrame:!1},i={},o={},s=t.touches?this._getMapTouches(t.touches):void 0,l=s?r.touchPos(this._el,s):r.mousePos(this._el,t),c=0,u=this._handlers;c<u.length;c+=1){var h=u[c],f=h.handlerName,p=h.handler,d=h.allowed;if(p.isEnabled()){var g=void 0;this._blockedByActive(o,d,f)?p.reset():p[e||t.type]&&(g=p[e||t.type](t,l,s),this.mergeHandlerResult(a,i,g,f,n),g&&g.needsRenderFrame&&this._triggerRenderFrame()),(g||p.isActive())&&(o[f]=p)}}var m={};for(var v in this._previousActiveHandlers)o[v]||(m[v]=n);this._previousActiveHandlers=o,(Object.keys(m).length||da(a))&&(this._changes.push([a,i,m]),this._triggerRenderFrame()),(Object.keys(o).length||da(a))&&this._map._stop(!0),this._updatingCamera=!1;var y=a.cameraAnimation;y&&(this._inertia.clear(),this._fireEvents({},{}),this._changes=[],y(this._map))}else this.stop()},ga.prototype.mergeHandlerResult=function(e,r,n,a,i){if(n){t.extend(e,n);var o={handlerName:a,originalEvent:n.originalEvent||i};void 0!==n.zoomDelta&&(r.zoom=o),void 0!==n.panDelta&&(r.drag=o),void 0!==n.pitchDelta&&(r.pitch=o),void 0!==n.bearingDelta&&(r.rotate=o)}},ga.prototype._applyChanges=function(){for(var e={},r={},n={},a=0,i=this._changes;a<i.length;a+=1){var o=i[a],s=o[0],l=o[1],c=o[2];s.panDelta&&(e.panDelta=(e.panDelta||new t.Point(0,0))._add(s.panDelta)),s.zoomDelta&&(e.zoomDelta=(e.zoomDelta||0)+s.zoomDelta),s.bearingDelta&&(e.bearingDelta=(e.bearingDelta||0)+s.bearingDelta),s.pitchDelta&&(e.pitchDelta=(e.pitchDelta||0)+s.pitchDelta),void 0!==s.around&&(e.around=s.around),void 0!==s.pinchAround&&(e.pinchAround=s.pinchAround),s.noInertia&&(e.noInertia=s.noInertia),t.extend(r,l),t.extend(n,c)}this._updateMapTransform(e,r,n),this._changes=[]},ga.prototype._updateMapTransform=function(t,e,r){var n=this._map,a=n.transform;if(!da(t))return this._fireEvents(e,r);var i=t.panDelta,o=t.zoomDelta,s=t.bearingDelta,l=t.pitchDelta,c=t.around,u=t.pinchAround;void 0!==u&&(c=u),n._stop(!0),c=c||n.transform.centerPoint;var h=a.pointLocation(i?c.sub(i):c);s&&(a.bearing+=s),l&&(a.pitch+=l),o&&(a.zoom+=o),a.setLocationAtPoint(h,c),this._map._update(),t.noInertia||this._inertia.record(t),this._fireEvents(e,r)},ga.prototype._fireEvents=function(e,r){var n=this,a=fa(this._eventsInProgress),i=fa(e),o={};for(var s in e)this._eventsInProgress[s]||(o[s+\"start\"]=e[s].originalEvent),this._eventsInProgress[s]=e[s];for(var l in!a&&i&&this._fireEvent(\"movestart\",i.originalEvent),o)this._fireEvent(l,o[l]);for(var c in e.rotate&&(this._bearingChanged=!0),i&&this._fireEvent(\"move\",i.originalEvent),e)this._fireEvent(c,e[c].originalEvent);var u,h={};for(var f in this._eventsInProgress){var p=this._eventsInProgress[f],d=p.handlerName,g=p.originalEvent;this._handlersById[d].isActive()||(delete this._eventsInProgress[f],h[f+\"end\"]=u=r[d]||g)}for(var m in h)this._fireEvent(m,h[m]);var v=fa(this._eventsInProgress);if((a||i)&&!v){this._updatingCamera=!0;var y=this._inertia._onMoveEnd(this._map.dragPan._inertiaOptions),x=function(t){return 0!==t&&-n._bearingSnap<t&&t<n._bearingSnap};y?(x(y.bearing||this._map.getBearing())&&(y.bearing=0),this._map.easeTo(y,{originalEvent:u})):(this._map.fire(new t.Event(\"moveend\",{originalEvent:u})),x(this._map.getBearing())&&this._map.resetNorth()),this._bearingChanged=!1,this._updatingCamera=!1}},ga.prototype._fireEvent=function(e,r){this._map.fire(new t.Event(e,r?{originalEvent:r}:{}))},ga.prototype._triggerRenderFrame=function(){var t=this;void 0===this._frameId&&(this._frameId=this._map._requestRenderFrame((function(e){delete t._frameId,t.handleEvent(new pa(\"renderFrame\",{timeStamp:e})),t._applyChanges()})))};var ma=function(e){function r(r,n){e.call(this),this._moving=!1,this._zooming=!1,this.transform=r,this._bearingSnap=n.bearingSnap,t.bindAll([\"_renderFrameCallback\"],this)}return e&&(r.__proto__=e),(r.prototype=Object.create(e&&e.prototype)).constructor=r,r.prototype.getCenter=function(){return new t.LngLat(this.transform.center.lng,this.transform.center.lat)},r.prototype.setCenter=function(t,e){return this.jumpTo({center:t},e)},r.prototype.panBy=function(e,r,n){return e=t.Point.convert(e).mult(-1),this.panTo(this.transform.center,t.extend({offset:e},r),n)},r.prototype.panTo=function(e,r,n){return this.easeTo(t.extend({center:e},r),n)},r.prototype.getZoom=function(){return this.transform.zoom},r.prototype.setZoom=function(t,e){return this.jumpTo({zoom:t},e),this},r.prototype.zoomTo=function(e,r,n){return this.easeTo(t.extend({zoom:e},r),n)},r.prototype.zoomIn=function(t,e){return this.zoomTo(this.getZoom()+1,t,e),this},r.prototype.zoomOut=function(t,e){return this.zoomTo(this.getZoom()-1,t,e),this},r.prototype.getBearing=function(){return this.transform.bearing},r.prototype.setBearing=function(t,e){return this.jumpTo({bearing:t},e),this},r.prototype.getPadding=function(){return this.transform.padding},r.prototype.setPadding=function(t,e){return this.jumpTo({padding:t},e),this},r.prototype.rotateTo=function(e,r,n){return this.easeTo(t.extend({bearing:e},r),n)},r.prototype.resetNorth=function(e,r){return this.rotateTo(0,t.extend({duration:1e3},e),r),this},r.prototype.resetNorthPitch=function(e,r){return this.easeTo(t.extend({bearing:0,pitch:0,duration:1e3},e),r),this},r.prototype.snapToNorth=function(t,e){return Math.abs(this.getBearing())<this._bearingSnap?this.resetNorth(t,e):this},r.prototype.getPitch=function(){return this.transform.pitch},r.prototype.setPitch=function(t,e){return this.jumpTo({pitch:t},e),this},r.prototype.cameraForBounds=function(e,r){return e=t.LngLatBounds.convert(e),this._cameraForBoxAndBearing(e.getNorthWest(),e.getSouthEast(),0,r)},r.prototype._cameraForBoxAndBearing=function(e,r,n,a){var i={top:0,bottom:0,right:0,left:0};if(\"number\"==typeof(a=t.extend({padding:i,offset:[0,0],maxZoom:this.transform.maxZoom},a)).padding){var o=a.padding;a.padding={top:o,bottom:o,right:o,left:o}}a.padding=t.extend(i,a.padding);var s=this.transform,l=s.padding,c=s.project(t.LngLat.convert(e)),u=s.project(t.LngLat.convert(r)),h=c.rotate(-n*Math.PI/180),f=u.rotate(-n*Math.PI/180),p=new t.Point(Math.max(h.x,f.x),Math.max(h.y,f.y)),d=new t.Point(Math.min(h.x,f.x),Math.min(h.y,f.y)),g=p.sub(d),m=(s.width-(l.left+l.right+a.padding.left+a.padding.right))/g.x,v=(s.height-(l.top+l.bottom+a.padding.top+a.padding.bottom))/g.y;if(!(v<0||m<0)){var y=Math.min(s.scaleZoom(s.scale*Math.min(m,v)),a.maxZoom),x=t.Point.convert(a.offset),b=new t.Point(x.x+(a.padding.left-a.padding.right)/2,x.y+(a.padding.top-a.padding.bottom)/2).mult(s.scale/s.zoomScale(y));return{center:s.unproject(c.add(u).div(2).sub(b)),zoom:y,bearing:n}}t.warnOnce(\"Map cannot fit within canvas with the given bounds, padding, and/or offset.\")},r.prototype.fitBounds=function(t,e,r){return this._fitInternal(this.cameraForBounds(t,e),e,r)},r.prototype.fitScreenCoordinates=function(e,r,n,a,i){return this._fitInternal(this._cameraForBoxAndBearing(this.transform.pointLocation(t.Point.convert(e)),this.transform.pointLocation(t.Point.convert(r)),n,a),a,i)},r.prototype._fitInternal=function(e,r,n){return e?(delete(r=t.extend(e,r)).padding,r.linear?this.easeTo(r,n):this.flyTo(r,n)):this},r.prototype.jumpTo=function(e,r){this.stop();var n=this.transform,a=!1,i=!1,o=!1;return\"zoom\"in e&&n.zoom!==+e.zoom&&(a=!0,n.zoom=+e.zoom),void 0!==e.center&&(n.center=t.LngLat.convert(e.center)),\"bearing\"in e&&n.bearing!==+e.bearing&&(i=!0,n.bearing=+e.bearing),\"pitch\"in e&&n.pitch!==+e.pitch&&(o=!0,n.pitch=+e.pitch),null==e.padding||n.isPaddingEqual(e.padding)||(n.padding=e.padding),this.fire(new t.Event(\"movestart\",r)).fire(new t.Event(\"move\",r)),a&&this.fire(new t.Event(\"zoomstart\",r)).fire(new t.Event(\"zoom\",r)).fire(new t.Event(\"zoomend\",r)),i&&this.fire(new t.Event(\"rotatestart\",r)).fire(new t.Event(\"rotate\",r)).fire(new t.Event(\"rotateend\",r)),o&&this.fire(new t.Event(\"pitchstart\",r)).fire(new t.Event(\"pitch\",r)).fire(new t.Event(\"pitchend\",r)),this.fire(new t.Event(\"moveend\",r))},r.prototype.easeTo=function(e,r){var n=this;this._stop(!1,e.easeId),(!1===(e=t.extend({offset:[0,0],duration:500,easing:t.ease},e)).animate||!e.essential&&t.browser.prefersReducedMotion)&&(e.duration=0);var a=this.transform,i=this.getZoom(),o=this.getBearing(),s=this.getPitch(),l=this.getPadding(),c=\"zoom\"in e?+e.zoom:i,u=\"bearing\"in e?this._normalizeBearing(e.bearing,o):o,h=\"pitch\"in e?+e.pitch:s,f=\"padding\"in e?e.padding:a.padding,p=t.Point.convert(e.offset),d=a.centerPoint.add(p),g=a.pointLocation(d),m=t.LngLat.convert(e.center||g);this._normalizeCenter(m);var v,y,x=a.project(g),b=a.project(m).sub(x),_=a.zoomScale(c-i);e.around&&(v=t.LngLat.convert(e.around),y=a.locationPoint(v));var w={moving:this._moving,zooming:this._zooming,rotating:this._rotating,pitching:this._pitching};return this._zooming=this._zooming||c!==i,this._rotating=this._rotating||o!==u,this._pitching=this._pitching||h!==s,this._padding=!a.isPaddingEqual(f),this._easeId=e.easeId,this._prepareEase(r,e.noMoveStart,w),clearTimeout(this._easeEndTimeoutID),this._ease((function(e){if(n._zooming&&(a.zoom=t.number(i,c,e)),n._rotating&&(a.bearing=t.number(o,u,e)),n._pitching&&(a.pitch=t.number(s,h,e)),n._padding&&(a.interpolatePadding(l,f,e),d=a.centerPoint.add(p)),v)a.setLocationAtPoint(v,y);else{var g=a.zoomScale(a.zoom-i),m=c>i?Math.min(2,_):Math.max(.5,_),w=Math.pow(m,1-e),T=a.unproject(x.add(b.mult(e*w)).mult(g));a.setLocationAtPoint(a.renderWorldCopies?T.wrap():T,d)}n._fireMoveEvents(r)}),(function(t){n._afterEase(r,t)}),e),this},r.prototype._prepareEase=function(e,r,n){void 0===n&&(n={}),this._moving=!0,r||n.moving||this.fire(new t.Event(\"movestart\",e)),this._zooming&&!n.zooming&&this.fire(new t.Event(\"zoomstart\",e)),this._rotating&&!n.rotating&&this.fire(new t.Event(\"rotatestart\",e)),this._pitching&&!n.pitching&&this.fire(new t.Event(\"pitchstart\",e))},r.prototype._fireMoveEvents=function(e){this.fire(new t.Event(\"move\",e)),this._zooming&&this.fire(new t.Event(\"zoom\",e)),this._rotating&&this.fire(new t.Event(\"rotate\",e)),this._pitching&&this.fire(new t.Event(\"pitch\",e))},r.prototype._afterEase=function(e,r){if(!this._easeId||!r||this._easeId!==r){delete this._easeId;var n=this._zooming,a=this._rotating,i=this._pitching;this._moving=!1,this._zooming=!1,this._rotating=!1,this._pitching=!1,this._padding=!1,n&&this.fire(new t.Event(\"zoomend\",e)),a&&this.fire(new t.Event(\"rotateend\",e)),i&&this.fire(new t.Event(\"pitchend\",e)),this.fire(new t.Event(\"moveend\",e))}},r.prototype.flyTo=function(e,r){var n=this;if(!e.essential&&t.browser.prefersReducedMotion){var a=t.pick(e,[\"center\",\"zoom\",\"bearing\",\"pitch\",\"around\"]);return this.jumpTo(a,r)}this.stop(),e=t.extend({offset:[0,0],speed:1.2,curve:1.42,easing:t.ease},e);var i=this.transform,o=this.getZoom(),s=this.getBearing(),l=this.getPitch(),c=this.getPadding(),u=\"zoom\"in e?t.clamp(+e.zoom,i.minZoom,i.maxZoom):o,h=\"bearing\"in e?this._normalizeBearing(e.bearing,s):s,f=\"pitch\"in e?+e.pitch:l,p=\"padding\"in e?e.padding:i.padding,d=i.zoomScale(u-o),g=t.Point.convert(e.offset),m=i.centerPoint.add(g),v=i.pointLocation(m),y=t.LngLat.convert(e.center||v);this._normalizeCenter(y);var x=i.project(v),b=i.project(y).sub(x),_=e.curve,w=Math.max(i.width,i.height),T=w/d,k=b.mag();if(\"minZoom\"in e){var M=t.clamp(Math.min(e.minZoom,o,u),i.minZoom,i.maxZoom),A=w/i.zoomScale(M-o);_=Math.sqrt(A/k*2)}var S=_*_;function E(t){var e=(T*T-w*w+(t?-1:1)*S*S*k*k)/(2*(t?T:w)*S*k);return Math.log(Math.sqrt(e*e+1)-e)}function C(t){return(Math.exp(t)-Math.exp(-t))/2}function L(t){return(Math.exp(t)+Math.exp(-t))/2}var P=E(0),I=function(t){return L(P)/L(P+_*t)},z=function(t){return w*((L(P)*(C(e=P+_*t)/L(e))-C(P))/S)/k;var e},O=(E(1)-P)/_;if(Math.abs(k)<1e-6||!isFinite(O)){if(Math.abs(w-T)<1e-6)return this.easeTo(e,r);var D=T<w?-1:1;O=Math.abs(Math.log(T/w))/_,z=function(){return 0},I=function(t){return Math.exp(D*_*t)}}return e.duration=\"duration\"in e?+e.duration:1e3*O/(\"screenSpeed\"in e?+e.screenSpeed/_:+e.speed),e.maxDuration&&e.duration>e.maxDuration&&(e.duration=0),this._zooming=!0,this._rotating=s!==h,this._pitching=f!==l,this._padding=!i.isPaddingEqual(p),this._prepareEase(r,!1),this._ease((function(e){var a=e*O,d=1/I(a);i.zoom=1===e?u:o+i.scaleZoom(d),n._rotating&&(i.bearing=t.number(s,h,e)),n._pitching&&(i.pitch=t.number(l,f,e)),n._padding&&(i.interpolatePadding(c,p,e),m=i.centerPoint.add(g));var v=1===e?y:i.unproject(x.add(b.mult(z(a))).mult(d));i.setLocationAtPoint(i.renderWorldCopies?v.wrap():v,m),n._fireMoveEvents(r)}),(function(){return n._afterEase(r)}),e),this},r.prototype.isEasing=function(){return!!this._easeFrameId},r.prototype.stop=function(){return this._stop()},r.prototype._stop=function(t,e){if(this._easeFrameId&&(this._cancelRenderFrame(this._easeFrameId),delete this._easeFrameId,delete this._onEaseFrame),this._onEaseEnd){var r=this._onEaseEnd;delete this._onEaseEnd,r.call(this,e)}if(!t){var n=this.handlers;n&&n.stop()}return this},r.prototype._ease=function(e,r,n){!1===n.animate||0===n.duration?(e(1),r()):(this._easeStart=t.browser.now(),this._easeOptions=n,this._onEaseFrame=e,this._onEaseEnd=r,this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback))},r.prototype._renderFrameCallback=function(){var e=Math.min((t.browser.now()-this._easeStart)/this._easeOptions.duration,1);this._onEaseFrame(this._easeOptions.easing(e)),e<1?this._easeFrameId=this._requestRenderFrame(this._renderFrameCallback):this.stop()},r.prototype._normalizeBearing=function(e,r){e=t.wrap(e,-180,180);var n=Math.abs(e-r);return Math.abs(e-360-r)<n&&(e-=360),Math.abs(e+360-r)<n&&(e+=360),e},r.prototype._normalizeCenter=function(t){var e=this.transform;if(e.renderWorldCopies&&!e.lngRange){var r=t.lng-e.center.lng;t.lng+=r>180?-360:r<-180?360:0}},r}(t.Evented),va=function(e){void 0===e&&(e={}),this.options=e,t.bindAll([\"_updateEditLink\",\"_updateData\",\"_updateCompact\"],this)};va.prototype.getDefaultPosition=function(){return\"bottom-right\"},va.prototype.onAdd=function(t){var e=this.options&&this.options.compact;return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-attrib\"),this._innerContainer=r.create(\"div\",\"mapboxgl-ctrl-attrib-inner\",this._container),e&&this._container.classList.add(\"mapboxgl-compact\"),this._updateAttributions(),this._updateEditLink(),this._map.on(\"styledata\",this._updateData),this._map.on(\"sourcedata\",this._updateData),this._map.on(\"moveend\",this._updateEditLink),void 0===e&&(this._map.on(\"resize\",this._updateCompact),this._updateCompact()),this._container},va.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"styledata\",this._updateData),this._map.off(\"sourcedata\",this._updateData),this._map.off(\"moveend\",this._updateEditLink),this._map.off(\"resize\",this._updateCompact),this._map=void 0,this._attribHTML=void 0},va.prototype._updateEditLink=function(){var e=this._editLink;e||(e=this._editLink=this._container.querySelector(\".mapbox-improve-map\"));var r=[{key:\"owner\",value:this.styleOwner},{key:\"id\",value:this.styleId},{key:\"access_token\",value:this._map._requestManager._customAccessToken||t.config.ACCESS_TOKEN}];if(e){var n=r.reduce((function(t,e,n){return e.value&&(t+=e.key+\"=\"+e.value+(n<r.length-1?\"&\":\"\")),t}),\"?\");e.href=t.config.FEEDBACK_URL+\"/\"+n+(this._map._hash?this._map._hash.getHashString(!0):\"\"),e.rel=\"noopener nofollow\"}},va.prototype._updateData=function(t){!t||\"metadata\"!==t.sourceDataType&&\"style\"!==t.dataType||(this._updateAttributions(),this._updateEditLink())},va.prototype._updateAttributions=function(){if(this._map.style){var t=[];if(this.options.customAttribution&&(Array.isArray(this.options.customAttribution)?t=t.concat(this.options.customAttribution.map((function(t){return\"string\"!=typeof t?\"\":t}))):\"string\"==typeof this.options.customAttribution&&t.push(this.options.customAttribution)),this._map.style.stylesheet){var e=this._map.style.stylesheet;this.styleOwner=e.owner,this.styleId=e.id}var r=this._map.style.sourceCaches;for(var n in r){var a=r[n];if(a.used){var i=a.getSource();i.attribution&&t.indexOf(i.attribution)<0&&t.push(i.attribution)}}t.sort((function(t,e){return t.length-e.length}));var o=(t=t.filter((function(e,r){for(var n=r+1;n<t.length;n++)if(t[n].indexOf(e)>=0)return!1;return!0}))).join(\" | \");o!==this._attribHTML&&(this._attribHTML=o,t.length?(this._innerContainer.innerHTML=o,this._container.classList.remove(\"mapboxgl-attrib-empty\")):this._container.classList.add(\"mapboxgl-attrib-empty\"),this._editLink=null)}},va.prototype._updateCompact=function(){this._map.getCanvasContainer().offsetWidth<=640?this._container.classList.add(\"mapboxgl-compact\"):this._container.classList.remove(\"mapboxgl-compact\")};var ya=function(){t.bindAll([\"_updateLogo\"],this),t.bindAll([\"_updateCompact\"],this)};ya.prototype.onAdd=function(t){this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl\");var e=r.create(\"a\",\"mapboxgl-ctrl-logo\");return e.target=\"_blank\",e.rel=\"noopener nofollow\",e.href=\"https://www.mapbox.com/\",e.setAttribute(\"aria-label\",this._map._getUIString(\"LogoControl.Title\")),e.setAttribute(\"rel\",\"noopener nofollow\"),this._container.appendChild(e),this._container.style.display=\"none\",this._map.on(\"sourcedata\",this._updateLogo),this._updateLogo(),this._map.on(\"resize\",this._updateCompact),this._updateCompact(),this._container},ya.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"sourcedata\",this._updateLogo),this._map.off(\"resize\",this._updateCompact)},ya.prototype.getDefaultPosition=function(){return\"bottom-left\"},ya.prototype._updateLogo=function(t){t&&\"metadata\"!==t.sourceDataType||(this._container.style.display=this._logoRequired()?\"block\":\"none\")},ya.prototype._logoRequired=function(){if(this._map.style){var t=this._map.style.sourceCaches;for(var e in t)if(t[e].getSource().mapbox_logo)return!0;return!1}},ya.prototype._updateCompact=function(){var t=this._container.children;if(t.length){var e=t[0];this._map.getCanvasContainer().offsetWidth<250?e.classList.add(\"mapboxgl-compact\"):e.classList.remove(\"mapboxgl-compact\")}};var xa=function(){this._queue=[],this._id=0,this._cleared=!1,this._currentlyRunning=!1};xa.prototype.add=function(t){var e=++this._id;return this._queue.push({callback:t,id:e,cancelled:!1}),e},xa.prototype.remove=function(t){for(var e=this._currentlyRunning,r=0,n=e?this._queue.concat(e):this._queue;r<n.length;r+=1){var a=n[r];if(a.id===t)return void(a.cancelled=!0)}},xa.prototype.run=function(t){void 0===t&&(t=0);var e=this._currentlyRunning=this._queue;this._queue=[];for(var r=0,n=e;r<n.length;r+=1){var a=n[r];if(!a.cancelled&&(a.callback(t),this._cleared))break}this._cleared=!1,this._currentlyRunning=!1},xa.prototype.clear=function(){this._currentlyRunning&&(this._cleared=!0),this._queue=[]};var ba={\"FullscreenControl.Enter\":\"Enter fullscreen\",\"FullscreenControl.Exit\":\"Exit fullscreen\",\"GeolocateControl.FindMyLocation\":\"Find my location\",\"GeolocateControl.LocationNotAvailable\":\"Location not available\",\"LogoControl.Title\":\"Mapbox logo\",\"NavigationControl.ResetBearing\":\"Reset bearing to north\",\"NavigationControl.ZoomIn\":\"Zoom in\",\"NavigationControl.ZoomOut\":\"Zoom out\",\"ScaleControl.Feet\":\"ft\",\"ScaleControl.Meters\":\"m\",\"ScaleControl.Kilometers\":\"km\",\"ScaleControl.Miles\":\"mi\",\"ScaleControl.NauticalMiles\":\"nm\"},_a=t.window.HTMLImageElement,wa=t.window.HTMLElement,Ta=t.window.ImageBitmap,ka={center:[0,0],zoom:0,bearing:0,pitch:0,minZoom:-2,maxZoom:22,minPitch:0,maxPitch:60,interactive:!0,scrollZoom:!0,boxZoom:!0,dragRotate:!0,dragPan:!0,keyboard:!0,doubleClickZoom:!0,touchZoomRotate:!0,touchPitch:!0,bearingSnap:7,clickTolerance:3,pitchWithRotate:!0,hash:!1,attributionControl:!0,failIfMajorPerformanceCaveat:!1,preserveDrawingBuffer:!1,trackResize:!0,renderWorldCopies:!0,refreshExpiredTiles:!0,maxTileCacheSize:null,localIdeographFontFamily:\"sans-serif\",transformRequest:null,accessToken:null,fadeDuration:300,crossSourceCollisions:!0},Ma=function(n){function a(e){var r=this;if(null!=(e=t.extend({},ka,e)).minZoom&&null!=e.maxZoom&&e.minZoom>e.maxZoom)throw new Error(\"maxZoom must be greater than or equal to minZoom\");if(null!=e.minPitch&&null!=e.maxPitch&&e.minPitch>e.maxPitch)throw new Error(\"maxPitch must be greater than or equal to minPitch\");if(null!=e.minPitch&&e.minPitch<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(null!=e.maxPitch&&e.maxPitch>60)throw new Error(\"maxPitch must be less than or equal to 60\");var a=new wn(e.minZoom,e.maxZoom,e.minPitch,e.maxPitch,e.renderWorldCopies);if(n.call(this,a,e),this._interactive=e.interactive,this._maxTileCacheSize=e.maxTileCacheSize,this._failIfMajorPerformanceCaveat=e.failIfMajorPerformanceCaveat,this._preserveDrawingBuffer=e.preserveDrawingBuffer,this._antialias=e.antialias,this._trackResize=e.trackResize,this._bearingSnap=e.bearingSnap,this._refreshExpiredTiles=e.refreshExpiredTiles,this._fadeDuration=e.fadeDuration,this._crossSourceCollisions=e.crossSourceCollisions,this._crossFadingFactor=1,this._collectResourceTiming=e.collectResourceTiming,this._renderTaskQueue=new xa,this._controls=[],this._mapId=t.uniqueId(),this._locale=t.extend({},ba,e.locale),this._requestManager=new t.RequestManager(e.transformRequest,e.accessToken),\"string\"==typeof e.container){if(this._container=t.window.document.getElementById(e.container),!this._container)throw new Error(\"Container '\"+e.container+\"' not found.\")}else{if(!(e.container instanceof wa))throw new Error(\"Invalid type: 'container' must be a String or HTMLElement.\");this._container=e.container}if(e.maxBounds&&this.setMaxBounds(e.maxBounds),t.bindAll([\"_onWindowOnline\",\"_onWindowResize\",\"_contextLost\",\"_contextRestored\"],this),this._setupContainer(),this._setupPainter(),void 0===this.painter)throw new Error(\"Failed to initialize WebGL.\");this.on(\"move\",(function(){return r._update(!1)})),this.on(\"moveend\",(function(){return r._update(!1)})),this.on(\"zoom\",(function(){return r._update(!0)})),void 0!==t.window&&(t.window.addEventListener(\"online\",this._onWindowOnline,!1),t.window.addEventListener(\"resize\",this._onWindowResize,!1)),this.handlers=new ga(this,e),this._hash=e.hash&&new kn(\"string\"==typeof e.hash&&e.hash||void 0).addTo(this),this._hash&&this._hash._onHashChange()||(this.jumpTo({center:e.center,zoom:e.zoom,bearing:e.bearing,pitch:e.pitch}),e.bounds&&(this.resize(),this.fitBounds(e.bounds,t.extend({},e.fitBoundsOptions,{duration:0})))),this.resize(),this._localIdeographFontFamily=e.localIdeographFontFamily,e.style&&this.setStyle(e.style,{localIdeographFontFamily:e.localIdeographFontFamily}),e.attributionControl&&this.addControl(new va({customAttribution:e.customAttribution})),this.addControl(new ya,e.logoPosition),this.on(\"style.load\",(function(){r.transform.unmodified&&r.jumpTo(r.style.stylesheet)})),this.on(\"data\",(function(e){r._update(\"style\"===e.dataType),r.fire(new t.Event(e.dataType+\"data\",e))})),this.on(\"dataloading\",(function(e){r.fire(new t.Event(e.dataType+\"dataloading\",e))}))}n&&(a.__proto__=n),(a.prototype=Object.create(n&&n.prototype)).constructor=a;var i={showTileBoundaries:{configurable:!0},showPadding:{configurable:!0},showCollisionBoxes:{configurable:!0},showOverdrawInspector:{configurable:!0},repaint:{configurable:!0},vertices:{configurable:!0},version:{configurable:!0}};return a.prototype._getMapId=function(){return this._mapId},a.prototype.addControl=function(e,r){if(void 0===r&&e.getDefaultPosition&&(r=e.getDefaultPosition()),void 0===r&&(r=\"top-right\"),!e||!e.onAdd)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.addControl(). Argument must be a control with onAdd and onRemove methods.\")));var n=e.onAdd(this);this._controls.push(e);var a=this._controlPositions[r];return-1!==r.indexOf(\"bottom\")?a.insertBefore(n,a.firstChild):a.appendChild(n),this},a.prototype.removeControl=function(e){if(!e||!e.onRemove)return this.fire(new t.ErrorEvent(new Error(\"Invalid argument to map.removeControl(). Argument must be a control with onAdd and onRemove methods.\")));var r=this._controls.indexOf(e);return r>-1&&this._controls.splice(r,1),e.onRemove(this),this},a.prototype.resize=function(e){var r=this._containerDimensions(),n=r[0],a=r[1];this._resizeCanvas(n,a),this.transform.resize(n,a),this.painter.resize(n,a);var i=!this._moving;return i&&(this.stop(),this.fire(new t.Event(\"movestart\",e)).fire(new t.Event(\"move\",e))),this.fire(new t.Event(\"resize\",e)),i&&this.fire(new t.Event(\"moveend\",e)),this},a.prototype.getBounds=function(){return this.transform.getBounds()},a.prototype.getMaxBounds=function(){return this.transform.getMaxBounds()},a.prototype.setMaxBounds=function(e){return this.transform.setMaxBounds(t.LngLatBounds.convert(e)),this._update()},a.prototype.setMinZoom=function(t){if((t=null==t?-2:t)>=-2&&t<=this.transform.maxZoom)return this.transform.minZoom=t,this._update(),this.getZoom()<t&&this.setZoom(t),this;throw new Error(\"minZoom must be between -2 and the current maxZoom, inclusive\")},a.prototype.getMinZoom=function(){return this.transform.minZoom},a.prototype.setMaxZoom=function(t){if((t=null==t?22:t)>=this.transform.minZoom)return this.transform.maxZoom=t,this._update(),this.getZoom()>t&&this.setZoom(t),this;throw new Error(\"maxZoom must be greater than the current minZoom\")},a.prototype.getMaxZoom=function(){return this.transform.maxZoom},a.prototype.setMinPitch=function(t){if((t=null==t?0:t)<0)throw new Error(\"minPitch must be greater than or equal to 0\");if(t>=0&&t<=this.transform.maxPitch)return this.transform.minPitch=t,this._update(),this.getPitch()<t&&this.setPitch(t),this;throw new Error(\"minPitch must be between 0 and the current maxPitch, inclusive\")},a.prototype.getMinPitch=function(){return this.transform.minPitch},a.prototype.setMaxPitch=function(t){if((t=null==t?60:t)>60)throw new Error(\"maxPitch must be less than or equal to 60\");if(t>=this.transform.minPitch)return this.transform.maxPitch=t,this._update(),this.getPitch()>t&&this.setPitch(t),this;throw new Error(\"maxPitch must be greater than the current minPitch\")},a.prototype.getMaxPitch=function(){return this.transform.maxPitch},a.prototype.getRenderWorldCopies=function(){return this.transform.renderWorldCopies},a.prototype.setRenderWorldCopies=function(t){return this.transform.renderWorldCopies=t,this._update()},a.prototype.project=function(e){return this.transform.locationPoint(t.LngLat.convert(e))},a.prototype.unproject=function(e){return this.transform.pointLocation(t.Point.convert(e))},a.prototype.isMoving=function(){return this._moving||this.handlers.isMoving()},a.prototype.isZooming=function(){return this._zooming||this.handlers.isZooming()},a.prototype.isRotating=function(){return this._rotating||this.handlers.isRotating()},a.prototype._createDelegatedListener=function(t,e,r){var n,a=this;if(\"mouseenter\"===t||\"mouseover\"===t){var i=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){var o=a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[];o.length?i||(i=!0,r.call(a,new zn(t,a,n.originalEvent,{features:o}))):i=!1},mouseout:function(){i=!1}}}}if(\"mouseleave\"===t||\"mouseout\"===t){var o=!1;return{layer:e,listener:r,delegates:{mousemove:function(n){(a.getLayer(e)?a.queryRenderedFeatures(n.point,{layers:[e]}):[]).length?o=!0:o&&(o=!1,r.call(a,new zn(t,a,n.originalEvent)))},mouseout:function(e){o&&(o=!1,r.call(a,new zn(t,a,e.originalEvent)))}}}}return{layer:e,listener:r,delegates:(n={},n[t]=function(t){var n=a.getLayer(e)?a.queryRenderedFeatures(t.point,{layers:[e]}):[];n.length&&(t.features=n,r.call(a,t),delete t.features)},n)}},a.prototype.on=function(t,e,r){if(void 0===r)return n.prototype.on.call(this,t,e);var a=this._createDelegatedListener(t,e,r);for(var i in this._delegatedListeners=this._delegatedListeners||{},this._delegatedListeners[t]=this._delegatedListeners[t]||[],this._delegatedListeners[t].push(a),a.delegates)this.on(i,a.delegates[i]);return this},a.prototype.once=function(t,e,r){if(void 0===r)return n.prototype.once.call(this,t,e);var a=this._createDelegatedListener(t,e,r);for(var i in a.delegates)this.once(i,a.delegates[i]);return this},a.prototype.off=function(t,e,r){var a=this;return void 0===r?n.prototype.off.call(this,t,e):(this._delegatedListeners&&this._delegatedListeners[t]&&function(n){for(var i=n[t],o=0;o<i.length;o++){var s=i[o];if(s.layer===e&&s.listener===r){for(var l in s.delegates)a.off(l,s.delegates[l]);return i.splice(o,1),a}}}(this._delegatedListeners),this)},a.prototype.queryRenderedFeatures=function(e,r){if(!this.style)return[];var n;if(void 0!==r||void 0===e||e instanceof t.Point||Array.isArray(e)||(r=e,e=void 0),r=r||{},(e=e||[[0,0],[this.transform.width,this.transform.height]])instanceof t.Point||\"number\"==typeof e[0])n=[t.Point.convert(e)];else{var a=t.Point.convert(e[0]),i=t.Point.convert(e[1]);n=[a,new t.Point(i.x,a.y),i,new t.Point(a.x,i.y),a]}return this.style.queryRenderedFeatures(n,r,this.transform)},a.prototype.querySourceFeatures=function(t,e){return this.style.querySourceFeatures(t,e)},a.prototype.setStyle=function(e,r){return!1!==(r=t.extend({},{localIdeographFontFamily:this._localIdeographFontFamily},r)).diff&&r.localIdeographFontFamily===this._localIdeographFontFamily&&this.style&&e?(this._diffStyle(e,r),this):(this._localIdeographFontFamily=r.localIdeographFontFamily,this._updateStyle(e,r))},a.prototype._getUIString=function(t){var e=this._locale[t];if(null==e)throw new Error(\"Missing UI string '\"+t+\"'\");return e},a.prototype._updateStyle=function(t,e){return this.style&&(this.style.setEventedParent(null),this.style._remove()),t?(this.style=new qe(this,e||{}),this.style.setEventedParent(this,{style:this.style}),\"string\"==typeof t?this.style.loadURL(t):this.style.loadJSON(t),this):(delete this.style,this)},a.prototype._lazyInitEmptyStyle=function(){this.style||(this.style=new qe(this,{}),this.style.setEventedParent(this,{style:this.style}),this.style.loadEmpty())},a.prototype._diffStyle=function(e,r){var n=this;if(\"string\"==typeof e){var a=this._requestManager.normalizeStyleURL(e),i=this._requestManager.transformRequest(a,t.ResourceType.Style);t.getJSON(i,(function(e,a){e?n.fire(new t.ErrorEvent(e)):a&&n._updateDiff(a,r)}))}else\"object\"==typeof e&&this._updateDiff(e,r)},a.prototype._updateDiff=function(e,r){try{this.style.setState(e)&&this._update(!0)}catch(n){t.warnOnce(\"Unable to perform style diff: \"+(n.message||n.error||n)+\".  Rebuilding the style from scratch.\"),this._updateStyle(e,r)}},a.prototype.getStyle=function(){if(this.style)return this.style.serialize()},a.prototype.isStyleLoaded=function(){return this.style?this.style.loaded():t.warnOnce(\"There is no style added to the map.\")},a.prototype.addSource=function(t,e){return this._lazyInitEmptyStyle(),this.style.addSource(t,e),this._update(!0)},a.prototype.isSourceLoaded=function(e){var r=this.style&&this.style.sourceCaches[e];if(void 0!==r)return r.loaded();this.fire(new t.ErrorEvent(new Error(\"There is no source with ID '\"+e+\"'\")))},a.prototype.areTilesLoaded=function(){var t=this.style&&this.style.sourceCaches;for(var e in t){var r=t[e]._tiles;for(var n in r){var a=r[n];if(\"loaded\"!==a.state&&\"errored\"!==a.state)return!1}}return!0},a.prototype.addSourceType=function(t,e,r){return this._lazyInitEmptyStyle(),this.style.addSourceType(t,e,r)},a.prototype.removeSource=function(t){return this.style.removeSource(t),this._update(!0)},a.prototype.getSource=function(t){return this.style.getSource(t)},a.prototype.addImage=function(e,r,n){void 0===n&&(n={});var a=n.pixelRatio;void 0===a&&(a=1);var i=n.sdf;void 0===i&&(i=!1);var o=n.stretchX,s=n.stretchY,l=n.content;if(this._lazyInitEmptyStyle(),r instanceof _a||Ta&&r instanceof Ta){var c=t.browser.getImageData(r);this.style.addImage(e,{data:new t.RGBAImage({width:c.width,height:c.height},c.data),pixelRatio:a,stretchX:o,stretchY:s,content:l,sdf:i,version:0})}else{if(void 0===r.width||void 0===r.height)return this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.addImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\")));var u=r;this.style.addImage(e,{data:new t.RGBAImage({width:r.width,height:r.height},new Uint8Array(r.data)),pixelRatio:a,stretchX:o,stretchY:s,content:l,sdf:i,version:0,userImage:u}),u.onAdd&&u.onAdd(this,e)}},a.prototype.updateImage=function(e,r){var n=this.style.getImage(e);if(!n)return this.fire(new t.ErrorEvent(new Error(\"The map has no image with that id. If you are adding a new image use `map.addImage(...)` instead.\")));var a=r instanceof _a||Ta&&r instanceof Ta?t.browser.getImageData(r):r,i=a.width,o=a.height,s=a.data;return void 0===i||void 0===o?this.fire(new t.ErrorEvent(new Error(\"Invalid arguments to map.updateImage(). The second argument must be an `HTMLImageElement`, `ImageData`, `ImageBitmap`, or object with `width`, `height`, and `data` properties with the same format as `ImageData`\"))):i!==n.data.width||o!==n.data.height?this.fire(new t.ErrorEvent(new Error(\"The width and height of the updated image must be that same as the previous version of the image\"))):(n.data.replace(s,!(r instanceof _a||Ta&&r instanceof Ta)),void this.style.updateImage(e,n))},a.prototype.hasImage=function(e){return e?!!this.style.getImage(e):(this.fire(new t.ErrorEvent(new Error(\"Missing required image id\"))),!1)},a.prototype.removeImage=function(t){this.style.removeImage(t)},a.prototype.loadImage=function(e,r){t.getImage(this._requestManager.transformRequest(e,t.ResourceType.Image),r)},a.prototype.listImages=function(){return this.style.listImages()},a.prototype.addLayer=function(t,e){return this._lazyInitEmptyStyle(),this.style.addLayer(t,e),this._update(!0)},a.prototype.moveLayer=function(t,e){return this.style.moveLayer(t,e),this._update(!0)},a.prototype.removeLayer=function(t){return this.style.removeLayer(t),this._update(!0)},a.prototype.getLayer=function(t){return this.style.getLayer(t)},a.prototype.setLayerZoomRange=function(t,e,r){return this.style.setLayerZoomRange(t,e,r),this._update(!0)},a.prototype.setFilter=function(t,e,r){return void 0===r&&(r={}),this.style.setFilter(t,e,r),this._update(!0)},a.prototype.getFilter=function(t){return this.style.getFilter(t)},a.prototype.setPaintProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setPaintProperty(t,e,r,n),this._update(!0)},a.prototype.getPaintProperty=function(t,e){return this.style.getPaintProperty(t,e)},a.prototype.setLayoutProperty=function(t,e,r,n){return void 0===n&&(n={}),this.style.setLayoutProperty(t,e,r,n),this._update(!0)},a.prototype.getLayoutProperty=function(t,e){return this.style.getLayoutProperty(t,e)},a.prototype.setLight=function(t,e){return void 0===e&&(e={}),this._lazyInitEmptyStyle(),this.style.setLight(t,e),this._update(!0)},a.prototype.getLight=function(){return this.style.getLight()},a.prototype.setFeatureState=function(t,e){return this.style.setFeatureState(t,e),this._update()},a.prototype.removeFeatureState=function(t,e){return this.style.removeFeatureState(t,e),this._update()},a.prototype.getFeatureState=function(t){return this.style.getFeatureState(t)},a.prototype.getContainer=function(){return this._container},a.prototype.getCanvasContainer=function(){return this._canvasContainer},a.prototype.getCanvas=function(){return this._canvas},a.prototype._containerDimensions=function(){var t=0,e=0;return this._container&&(t=this._container.clientWidth||400,e=this._container.clientHeight||300),[t,e]},a.prototype._detectMissingCSS=function(){\"rgb(250, 128, 114)\"!==t.window.getComputedStyle(this._missingCSSCanary).getPropertyValue(\"background-color\")&&t.warnOnce(\"This page appears to be missing CSS declarations for Mapbox GL JS, which may cause the map to display incorrectly. Please ensure your page includes mapbox-gl.css, as described in https://www.mapbox.com/mapbox-gl-js/api/.\")},a.prototype._setupContainer=function(){var t=this._container;t.classList.add(\"mapboxgl-map\"),(this._missingCSSCanary=r.create(\"div\",\"mapboxgl-canary\",t)).style.visibility=\"hidden\",this._detectMissingCSS();var e=this._canvasContainer=r.create(\"div\",\"mapboxgl-canvas-container\",t);this._interactive&&e.classList.add(\"mapboxgl-interactive\"),this._canvas=r.create(\"canvas\",\"mapboxgl-canvas\",e),this._canvas.addEventListener(\"webglcontextlost\",this._contextLost,!1),this._canvas.addEventListener(\"webglcontextrestored\",this._contextRestored,!1),this._canvas.setAttribute(\"tabindex\",\"0\"),this._canvas.setAttribute(\"aria-label\",\"Map\");var n=this._containerDimensions();this._resizeCanvas(n[0],n[1]);var a=this._controlContainer=r.create(\"div\",\"mapboxgl-control-container\",t),i=this._controlPositions={};[\"top-left\",\"top-right\",\"bottom-left\",\"bottom-right\"].forEach((function(t){i[t]=r.create(\"div\",\"mapboxgl-ctrl-\"+t,a)}))},a.prototype._resizeCanvas=function(e,r){var n=t.browser.devicePixelRatio||1;this._canvas.width=n*e,this._canvas.height=n*r,this._canvas.style.width=e+\"px\",this._canvas.style.height=r+\"px\"},a.prototype._setupPainter=function(){var r=t.extend({},e.webGLContextAttributes,{failIfMajorPerformanceCaveat:this._failIfMajorPerformanceCaveat,preserveDrawingBuffer:this._preserveDrawingBuffer,antialias:this._antialias||!1}),n=this._canvas.getContext(\"webgl\",r)||this._canvas.getContext(\"experimental-webgl\",r);n?(this.painter=new yn(n,this.transform),t.webpSupported.testSupport(n)):this.fire(new t.ErrorEvent(new Error(\"Failed to initialize WebGL\")))},a.prototype._contextLost=function(e){e.preventDefault(),this._frame&&(this._frame.cancel(),this._frame=null),this.fire(new t.Event(\"webglcontextlost\",{originalEvent:e}))},a.prototype._contextRestored=function(e){this._setupPainter(),this.resize(),this._update(),this.fire(new t.Event(\"webglcontextrestored\",{originalEvent:e}))},a.prototype.loaded=function(){return!this._styleDirty&&!this._sourcesDirty&&!!this.style&&this.style.loaded()},a.prototype._update=function(t){return this.style?(this._styleDirty=this._styleDirty||t,this._sourcesDirty=!0,this.triggerRepaint(),this):this},a.prototype._requestRenderFrame=function(t){return this._update(),this._renderTaskQueue.add(t)},a.prototype._cancelRenderFrame=function(t){this._renderTaskQueue.remove(t)},a.prototype._render=function(e){var r,n=this,a=0,i=this.painter.context.extTimerQuery;if(this.listens(\"gpu-timing-frame\")&&(r=i.createQueryEXT(),i.beginQueryEXT(i.TIME_ELAPSED_EXT,r),a=t.browser.now()),this.painter.context.setDirty(),this.painter.setBaseState(),this._renderTaskQueue.run(e),!this._removed){var o=!1;if(this.style&&this._styleDirty){this._styleDirty=!1;var s=this.transform.zoom,l=t.browser.now();this.style.zoomHistory.update(s,l);var c=new t.EvaluationParameters(s,{now:l,fadeDuration:this._fadeDuration,zoomHistory:this.style.zoomHistory,transition:this.style.getTransition()}),u=c.crossFadingFactor();1===u&&u===this._crossFadingFactor||(o=!0,this._crossFadingFactor=u),this.style.update(c)}if(this.style&&this._sourcesDirty&&(this._sourcesDirty=!1,this.style._updateSources(this.transform)),this._placementDirty=this.style&&this.style._updatePlacement(this.painter.transform,this.showCollisionBoxes,this._fadeDuration,this._crossSourceCollisions),this.painter.render(this.style,{showTileBoundaries:this.showTileBoundaries,showOverdrawInspector:this._showOverdrawInspector,rotating:this.isRotating(),zooming:this.isZooming(),moving:this.isMoving(),fadeDuration:this._fadeDuration,showPadding:this.showPadding,gpuTiming:!!this.listens(\"gpu-timing-layer\")}),this.fire(new t.Event(\"render\")),this.loaded()&&!this._loaded&&(this._loaded=!0,this.fire(new t.Event(\"load\"))),this.style&&(this.style.hasTransitions()||o)&&(this._styleDirty=!0),this.style&&!this._placementDirty&&this.style._releaseSymbolFadeTiles(),this.listens(\"gpu-timing-frame\")){var h=t.browser.now()-a;i.endQueryEXT(i.TIME_ELAPSED_EXT,r),setTimeout((function(){var e=i.getQueryObjectEXT(r,i.QUERY_RESULT_EXT)/1e6;i.deleteQueryEXT(r),n.fire(new t.Event(\"gpu-timing-frame\",{cpuTime:h,gpuTime:e}))}),50)}if(this.listens(\"gpu-timing-layer\")){var f=this.painter.collectGpuTimers();setTimeout((function(){var e=n.painter.queryGpuTimers(f);n.fire(new t.Event(\"gpu-timing-layer\",{layerTimes:e}))}),50)}return this._sourcesDirty||this._styleDirty||this._placementDirty||this._repaint?this.triggerRepaint():!this.isMoving()&&this.loaded()&&(this._fullyLoaded||(this._fullyLoaded=!0),this.fire(new t.Event(\"idle\"))),this}},a.prototype.remove=function(){this._hash&&this._hash.remove();for(var e=0,r=this._controls;e<r.length;e+=1)r[e].onRemove(this);this._controls=[],this._frame&&(this._frame.cancel(),this._frame=null),this._renderTaskQueue.clear(),this.painter.destroy(),this.handlers.destroy(),delete this.handlers,this.setStyle(null),void 0!==t.window&&(t.window.removeEventListener(\"resize\",this._onWindowResize,!1),t.window.removeEventListener(\"online\",this._onWindowOnline,!1));var n=this.painter.context.gl.getExtension(\"WEBGL_lose_context\");n&&n.loseContext(),Aa(this._canvasContainer),Aa(this._controlContainer),Aa(this._missingCSSCanary),this._container.classList.remove(\"mapboxgl-map\"),this._removed=!0,this.fire(new t.Event(\"remove\"))},a.prototype.triggerRepaint=function(){var e=this;this.style&&!this._frame&&(this._frame=t.browser.frame((function(t){e._frame=null,e._render(t)})))},a.prototype._onWindowOnline=function(){this._update()},a.prototype._onWindowResize=function(t){this._trackResize&&this.resize({originalEvent:t})._update()},i.showTileBoundaries.get=function(){return!!this._showTileBoundaries},i.showTileBoundaries.set=function(t){this._showTileBoundaries!==t&&(this._showTileBoundaries=t,this._update())},i.showPadding.get=function(){return!!this._showPadding},i.showPadding.set=function(t){this._showPadding!==t&&(this._showPadding=t,this._update())},i.showCollisionBoxes.get=function(){return!!this._showCollisionBoxes},i.showCollisionBoxes.set=function(t){this._showCollisionBoxes!==t&&(this._showCollisionBoxes=t,t?this.style._generateCollisionBoxes():this._update())},i.showOverdrawInspector.get=function(){return!!this._showOverdrawInspector},i.showOverdrawInspector.set=function(t){this._showOverdrawInspector!==t&&(this._showOverdrawInspector=t,this._update())},i.repaint.get=function(){return!!this._repaint},i.repaint.set=function(t){this._repaint!==t&&(this._repaint=t,this.triggerRepaint())},i.vertices.get=function(){return!!this._vertices},i.vertices.set=function(t){this._vertices=t,this._update()},a.prototype._setCacheLimits=function(e,r){t.setCacheLimits(e,r)},i.version.get=function(){return t.version},Object.defineProperties(a.prototype,i),a}(ma);function Aa(t){t.parentNode&&t.parentNode.removeChild(t)}var Sa={showCompass:!0,showZoom:!0,visualizePitch:!1},Ea=function(e){var n=this;this.options=t.extend({},Sa,e),this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this.options.showZoom&&(t.bindAll([\"_setButtonTitle\",\"_updateZoomButtons\"],this),this._zoomInButton=this._createButton(\"mapboxgl-ctrl-zoom-in\",(function(t){return n._map.zoomIn({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomInButton).setAttribute(\"aria-hidden\",!0),this._zoomOutButton=this._createButton(\"mapboxgl-ctrl-zoom-out\",(function(t){return n._map.zoomOut({},{originalEvent:t})})),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._zoomOutButton).setAttribute(\"aria-hidden\",!0)),this.options.showCompass&&(t.bindAll([\"_rotateCompassArrow\"],this),this._compass=this._createButton(\"mapboxgl-ctrl-compass\",(function(t){n.options.visualizePitch?n._map.resetNorthPitch({},{originalEvent:t}):n._map.resetNorth({},{originalEvent:t})})),this._compassIcon=r.create(\"span\",\"mapboxgl-ctrl-icon\",this._compass),this._compassIcon.setAttribute(\"aria-hidden\",!0))};Ea.prototype._updateZoomButtons=function(){var t=this._map.getZoom();this._zoomInButton.disabled=t===this._map.getMaxZoom(),this._zoomOutButton.disabled=t===this._map.getMinZoom()},Ea.prototype._rotateCompassArrow=function(){var t=this.options.visualizePitch?\"scale(\"+1/Math.pow(Math.cos(this._map.transform.pitch*(Math.PI/180)),.5)+\") rotateX(\"+this._map.transform.pitch+\"deg) rotateZ(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\":\"rotate(\"+this._map.transform.angle*(180/Math.PI)+\"deg)\";this._compassIcon.style.transform=t},Ea.prototype.onAdd=function(t){return this._map=t,this.options.showZoom&&(this._setButtonTitle(this._zoomInButton,\"ZoomIn\"),this._setButtonTitle(this._zoomOutButton,\"ZoomOut\"),this._map.on(\"zoom\",this._updateZoomButtons),this._updateZoomButtons()),this.options.showCompass&&(this._setButtonTitle(this._compass,\"ResetBearing\"),this.options.visualizePitch&&this._map.on(\"pitch\",this._rotateCompassArrow),this._map.on(\"rotate\",this._rotateCompassArrow),this._rotateCompassArrow(),this._handler=new Ca(this._map,this._compass,this.options.visualizePitch)),this._container},Ea.prototype.onRemove=function(){r.remove(this._container),this.options.showZoom&&this._map.off(\"zoom\",this._updateZoomButtons),this.options.showCompass&&(this.options.visualizePitch&&this._map.off(\"pitch\",this._rotateCompassArrow),this._map.off(\"rotate\",this._rotateCompassArrow),this._handler.off(),delete this._handler),delete this._map},Ea.prototype._createButton=function(t,e){var n=r.create(\"button\",t,this._container);return n.type=\"button\",n.addEventListener(\"click\",e),n},Ea.prototype._setButtonTitle=function(t,e){var r=this._map._getUIString(\"NavigationControl.\"+e);t.title=r,t.setAttribute(\"aria-label\",r)};var Ca=function(e,n,a){void 0===a&&(a=!1),this._clickTolerance=10,this.element=n,this.mouseRotate=new Gn({clickTolerance:e.dragRotate._mouseRotate._clickTolerance}),this.map=e,a&&(this.mousePitch=new Yn({clickTolerance:e.dragRotate._mousePitch._clickTolerance})),t.bindAll([\"mousedown\",\"mousemove\",\"mouseup\",\"touchstart\",\"touchmove\",\"touchend\",\"reset\"],this),r.addEventListener(n,\"mousedown\",this.mousedown),r.addEventListener(n,\"touchstart\",this.touchstart,{passive:!1}),r.addEventListener(n,\"touchmove\",this.touchmove),r.addEventListener(n,\"touchend\",this.touchend),r.addEventListener(n,\"touchcancel\",this.reset)};function La(e,r,n){if(e=new t.LngLat(e.lng,e.lat),r){var a=new t.LngLat(e.lng-360,e.lat),i=new t.LngLat(e.lng+360,e.lat),o=n.locationPoint(e).distSqr(r);n.locationPoint(a).distSqr(r)<o?e=a:n.locationPoint(i).distSqr(r)<o&&(e=i)}for(;Math.abs(e.lng-n.center.lng)>180;){var s=n.locationPoint(e);if(s.x>=0&&s.y>=0&&s.x<=n.width&&s.y<=n.height)break;e.lng>n.center.lng?e.lng-=360:e.lng+=360}return e}Ca.prototype.down=function(t,e){this.mouseRotate.mousedown(t,e),this.mousePitch&&this.mousePitch.mousedown(t,e),r.disableDrag()},Ca.prototype.move=function(t,e){var r=this.map,n=this.mouseRotate.mousemoveWindow(t,e);if(n&&n.bearingDelta&&r.setBearing(r.getBearing()+n.bearingDelta),this.mousePitch){var a=this.mousePitch.mousemoveWindow(t,e);a&&a.pitchDelta&&r.setPitch(r.getPitch()+a.pitchDelta)}},Ca.prototype.off=function(){var t=this.element;r.removeEventListener(t,\"mousedown\",this.mousedown),r.removeEventListener(t,\"touchstart\",this.touchstart,{passive:!1}),r.removeEventListener(t,\"touchmove\",this.touchmove),r.removeEventListener(t,\"touchend\",this.touchend),r.removeEventListener(t,\"touchcancel\",this.reset),this.offTemp()},Ca.prototype.offTemp=function(){r.enableDrag(),r.removeEventListener(t.window,\"mousemove\",this.mousemove),r.removeEventListener(t.window,\"mouseup\",this.mouseup)},Ca.prototype.mousedown=function(e){this.down(t.extend({},e,{ctrlKey:!0,preventDefault:function(){return e.preventDefault()}}),r.mousePos(this.element,e)),r.addEventListener(t.window,\"mousemove\",this.mousemove),r.addEventListener(t.window,\"mouseup\",this.mouseup)},Ca.prototype.mousemove=function(t){this.move(t,r.mousePos(this.element,t))},Ca.prototype.mouseup=function(t){this.mouseRotate.mouseupWindow(t),this.mousePitch&&this.mousePitch.mouseupWindow(t),this.offTemp()},Ca.prototype.touchstart=function(t){1!==t.targetTouches.length?this.reset():(this._startPos=this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.down({type:\"mousedown\",button:0,ctrlKey:!0,preventDefault:function(){return t.preventDefault()}},this._startPos))},Ca.prototype.touchmove=function(t){1!==t.targetTouches.length?this.reset():(this._lastPos=r.touchPos(this.element,t.targetTouches)[0],this.move({preventDefault:function(){return t.preventDefault()}},this._lastPos))},Ca.prototype.touchend=function(t){0===t.targetTouches.length&&this._startPos&&this._lastPos&&this._startPos.dist(this._lastPos)<this._clickTolerance&&this.element.click(),this.reset()},Ca.prototype.reset=function(){this.mouseRotate.reset(),this.mousePitch&&this.mousePitch.reset(),delete this._startPos,delete this._lastPos,this.offTemp()};var Pa={center:\"translate(-50%,-50%)\",top:\"translate(-50%,0)\",\"top-left\":\"translate(0,0)\",\"top-right\":\"translate(-100%,0)\",bottom:\"translate(-50%,-100%)\",\"bottom-left\":\"translate(0,-100%)\",\"bottom-right\":\"translate(-100%,-100%)\",left:\"translate(0,-50%)\",right:\"translate(-100%,-50%)\"};function Ia(t,e,r){var n=t.classList;for(var a in Pa)n.remove(\"mapboxgl-\"+r+\"-anchor-\"+a);n.add(\"mapboxgl-\"+r+\"-anchor-\"+e)}var za,Oa=function(e){function n(n,a){var i=this;if(e.call(this),(n instanceof t.window.HTMLElement||a)&&(n=t.extend({element:n},a)),t.bindAll([\"_update\",\"_onMove\",\"_onUp\",\"_addDragHandler\",\"_onMapClick\",\"_onKeyPress\"],this),this._anchor=n&&n.anchor||\"center\",this._color=n&&n.color||\"#3FB1CE\",this._draggable=n&&n.draggable||!1,this._state=\"inactive\",this._rotation=n&&n.rotation||0,this._rotationAlignment=n&&n.rotationAlignment||\"auto\",this._pitchAlignment=n&&n.pitchAlignment&&\"auto\"!==n.pitchAlignment?n.pitchAlignment:this._rotationAlignment,n&&n.element)this._element=n.element,this._offset=t.Point.convert(n&&n.offset||[0,0]);else{this._defaultMarker=!0,this._element=r.create(\"div\"),this._element.setAttribute(\"aria-label\",\"Map marker\");var o=r.createNS(\"http://www.w3.org/2000/svg\",\"svg\");o.setAttributeNS(null,\"display\",\"block\"),o.setAttributeNS(null,\"height\",\"41px\"),o.setAttributeNS(null,\"width\",\"27px\"),o.setAttributeNS(null,\"viewBox\",\"0 0 27 41\");var s=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");s.setAttributeNS(null,\"stroke\",\"none\"),s.setAttributeNS(null,\"stroke-width\",\"1\"),s.setAttributeNS(null,\"fill\",\"none\"),s.setAttributeNS(null,\"fill-rule\",\"evenodd\");var l=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");l.setAttributeNS(null,\"fill-rule\",\"nonzero\");var c=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");c.setAttributeNS(null,\"transform\",\"translate(3.0, 29.0)\"),c.setAttributeNS(null,\"fill\",\"#000000\");for(var u=0,h=[{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"10.5\",ry:\"5.25002273\"},{rx:\"9.5\",ry:\"4.77275007\"},{rx:\"8.5\",ry:\"4.29549936\"},{rx:\"7.5\",ry:\"3.81822308\"},{rx:\"6.5\",ry:\"3.34094679\"},{rx:\"5.5\",ry:\"2.86367051\"},{rx:\"4.5\",ry:\"2.38636864\"}];u<h.length;u+=1){var f=h[u],p=r.createNS(\"http://www.w3.org/2000/svg\",\"ellipse\");p.setAttributeNS(null,\"opacity\",\"0.04\"),p.setAttributeNS(null,\"cx\",\"10.5\"),p.setAttributeNS(null,\"cy\",\"5.80029008\"),p.setAttributeNS(null,\"rx\",f.rx),p.setAttributeNS(null,\"ry\",f.ry),c.appendChild(p)}var d=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");d.setAttributeNS(null,\"fill\",this._color);var g=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");g.setAttributeNS(null,\"d\",\"M27,13.5 C27,19.074644 20.250001,27.000002 14.75,34.500002 C14.016665,35.500004 12.983335,35.500004 12.25,34.500002 C6.7499993,27.000002 0,19.222562 0,13.5 C0,6.0441559 6.0441559,0 13.5,0 C20.955844,0 27,6.0441559 27,13.5 Z\"),d.appendChild(g);var m=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");m.setAttributeNS(null,\"opacity\",\"0.25\"),m.setAttributeNS(null,\"fill\",\"#000000\");var v=r.createNS(\"http://www.w3.org/2000/svg\",\"path\");v.setAttributeNS(null,\"d\",\"M13.5,0 C6.0441559,0 0,6.0441559 0,13.5 C0,19.222562 6.7499993,27 12.25,34.5 C13,35.522727 14.016664,35.500004 14.75,34.5 C20.250001,27 27,19.074644 27,13.5 C27,6.0441559 20.955844,0 13.5,0 Z M13.5,1 C20.415404,1 26,6.584596 26,13.5 C26,15.898657 24.495584,19.181431 22.220703,22.738281 C19.945823,26.295132 16.705119,30.142167 13.943359,33.908203 C13.743445,34.180814 13.612715,34.322738 13.5,34.441406 C13.387285,34.322738 13.256555,34.180814 13.056641,33.908203 C10.284481,30.127985 7.4148684,26.314159 5.015625,22.773438 C2.6163816,19.232715 1,15.953538 1,13.5 C1,6.584596 6.584596,1 13.5,1 Z\"),m.appendChild(v);var y=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");y.setAttributeNS(null,\"transform\",\"translate(6.0, 7.0)\"),y.setAttributeNS(null,\"fill\",\"#FFFFFF\");var x=r.createNS(\"http://www.w3.org/2000/svg\",\"g\");x.setAttributeNS(null,\"transform\",\"translate(8.0, 8.0)\");var b=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");b.setAttributeNS(null,\"fill\",\"#000000\"),b.setAttributeNS(null,\"opacity\",\"0.25\"),b.setAttributeNS(null,\"cx\",\"5.5\"),b.setAttributeNS(null,\"cy\",\"5.5\"),b.setAttributeNS(null,\"r\",\"5.4999962\");var _=r.createNS(\"http://www.w3.org/2000/svg\",\"circle\");_.setAttributeNS(null,\"fill\",\"#FFFFFF\"),_.setAttributeNS(null,\"cx\",\"5.5\"),_.setAttributeNS(null,\"cy\",\"5.5\"),_.setAttributeNS(null,\"r\",\"5.4999962\"),x.appendChild(b),x.appendChild(_),l.appendChild(c),l.appendChild(d),l.appendChild(m),l.appendChild(y),l.appendChild(x),o.appendChild(l),this._element.appendChild(o),this._offset=t.Point.convert(n&&n.offset||[0,-14])}this._element.classList.add(\"mapboxgl-marker\"),this._element.addEventListener(\"dragstart\",(function(t){t.preventDefault()})),this._element.addEventListener(\"mousedown\",(function(t){t.preventDefault()})),this._element.addEventListener(\"focus\",(function(){var t=i._map.getContainer();t.scrollTop=0,t.scrollLeft=0})),Ia(this._element,this._anchor,\"marker\"),this._popup=null}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(t){return this.remove(),this._map=t,t.getCanvasContainer().appendChild(this._element),t.on(\"move\",this._update),t.on(\"moveend\",this._update),this.setDraggable(this._draggable),this._update(),this._map.on(\"click\",this._onMapClick),this},n.prototype.remove=function(){return this._map&&(this._map.off(\"click\",this._onMapClick),this._map.off(\"move\",this._update),this._map.off(\"moveend\",this._update),this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler),this._map.off(\"mouseup\",this._onUp),this._map.off(\"touchend\",this._onUp),this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),delete this._map),r.remove(this._element),this._popup&&this._popup.remove(),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._popup&&this._popup.setLngLat(this._lngLat),this._update(),this},n.prototype.getElement=function(){return this._element},n.prototype.setPopup=function(t){if(this._popup&&(this._popup.remove(),this._popup=null,this._element.removeEventListener(\"keypress\",this._onKeyPress),this._originalTabIndex||this._element.removeAttribute(\"tabindex\")),t){if(!(\"offset\"in t.options)){var e=Math.sqrt(Math.pow(13.5,2)/2);t.options.offset=this._defaultMarker?{top:[0,0],\"top-left\":[0,0],\"top-right\":[0,0],bottom:[0,-38.1],\"bottom-left\":[e,-1*(24.6+e)],\"bottom-right\":[-e,-1*(24.6+e)],left:[13.5,-24.6],right:[-13.5,-24.6]}:this._offset}this._popup=t,this._lngLat&&this._popup.setLngLat(this._lngLat),this._originalTabIndex=this._element.getAttribute(\"tabindex\"),this._originalTabIndex||this._element.setAttribute(\"tabindex\",\"0\"),this._element.addEventListener(\"keypress\",this._onKeyPress)}return this},n.prototype._onKeyPress=function(t){var e=t.code,r=t.charCode||t.keyCode;\"Space\"!==e&&\"Enter\"!==e&&32!==r&&13!==r||this.togglePopup()},n.prototype._onMapClick=function(t){var e=t.originalEvent.target,r=this._element;this._popup&&(e===r||r.contains(e))&&this.togglePopup()},n.prototype.getPopup=function(){return this._popup},n.prototype.togglePopup=function(){var t=this._popup;return t?(t.isOpen()?t.remove():t.addTo(this._map),this):this},n.prototype._update=function(t){if(this._map){this._map.transform.renderWorldCopies&&(this._lngLat=La(this._lngLat,this._pos,this._map.transform)),this._pos=this._map.project(this._lngLat)._add(this._offset);var e=\"\";\"viewport\"===this._rotationAlignment||\"auto\"===this._rotationAlignment?e=\"rotateZ(\"+this._rotation+\"deg)\":\"map\"===this._rotationAlignment&&(e=\"rotateZ(\"+(this._rotation-this._map.getBearing())+\"deg)\");var n=\"\";\"viewport\"===this._pitchAlignment||\"auto\"===this._pitchAlignment?n=\"rotateX(0deg)\":\"map\"===this._pitchAlignment&&(n=\"rotateX(\"+this._map.getPitch()+\"deg)\"),t&&\"moveend\"!==t.type||(this._pos=this._pos.round()),r.setTransform(this._element,Pa[this._anchor]+\" translate(\"+this._pos.x+\"px, \"+this._pos.y+\"px) \"+n+\" \"+e)}},n.prototype.getOffset=function(){return this._offset},n.prototype.setOffset=function(e){return this._offset=t.Point.convert(e),this._update(),this},n.prototype._onMove=function(e){this._pos=e.point.sub(this._positionDelta),this._lngLat=this._map.unproject(this._pos),this.setLngLat(this._lngLat),this._element.style.pointerEvents=\"none\",\"pending\"===this._state&&(this._state=\"active\",this.fire(new t.Event(\"dragstart\"))),this.fire(new t.Event(\"drag\"))},n.prototype._onUp=function(){this._element.style.pointerEvents=\"auto\",this._positionDelta=null,this._map.off(\"mousemove\",this._onMove),this._map.off(\"touchmove\",this._onMove),\"active\"===this._state&&this.fire(new t.Event(\"dragend\")),this._state=\"inactive\"},n.prototype._addDragHandler=function(t){this._element.contains(t.originalEvent.target)&&(t.preventDefault(),this._positionDelta=t.point.sub(this._pos).add(this._offset),this._state=\"pending\",this._map.on(\"mousemove\",this._onMove),this._map.on(\"touchmove\",this._onMove),this._map.once(\"mouseup\",this._onUp),this._map.once(\"touchend\",this._onUp))},n.prototype.setDraggable=function(t){return this._draggable=!!t,this._map&&(t?(this._map.on(\"mousedown\",this._addDragHandler),this._map.on(\"touchstart\",this._addDragHandler)):(this._map.off(\"mousedown\",this._addDragHandler),this._map.off(\"touchstart\",this._addDragHandler))),this},n.prototype.isDraggable=function(){return this._draggable},n.prototype.setRotation=function(t){return this._rotation=t||0,this._update(),this},n.prototype.getRotation=function(){return this._rotation},n.prototype.setRotationAlignment=function(t){return this._rotationAlignment=t||\"auto\",this._update(),this},n.prototype.getRotationAlignment=function(){return this._rotationAlignment},n.prototype.setPitchAlignment=function(t){return this._pitchAlignment=t&&\"auto\"!==t?t:this._rotationAlignment,this._update(),this},n.prototype.getPitchAlignment=function(){return this._pitchAlignment},n}(t.Evented),Da={positionOptions:{enableHighAccuracy:!1,maximumAge:0,timeout:6e3},fitBoundsOptions:{maxZoom:15},trackUserLocation:!1,showAccuracyCircle:!0,showUserLocation:!0},Ra=0,Fa=!1,Ba=function(e){function n(r){e.call(this),this.options=t.extend({},Da,r),t.bindAll([\"_onSuccess\",\"_onError\",\"_onZoom\",\"_finish\",\"_setupUI\",\"_updateCamera\",\"_updateMarker\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.onAdd=function(e){var n;return this._map=e,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),n=this._setupUI,void 0!==za?n(za):void 0!==t.window.navigator.permissions?t.window.navigator.permissions.query({name:\"geolocation\"}).then((function(t){n(za=\"denied\"!==t.state)})):n(za=!!t.window.navigator.geolocation),this._container},n.prototype.onRemove=function(){void 0!==this._geolocationWatchID&&(t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0),this.options.showUserLocation&&this._userLocationDotMarker&&this._userLocationDotMarker.remove(),this.options.showAccuracyCircle&&this._accuracyCircleMarker&&this._accuracyCircleMarker.remove(),r.remove(this._container),this._map.off(\"zoom\",this._onZoom),this._map=void 0,Ra=0,Fa=!1},n.prototype._isOutOfMapMaxBounds=function(t){var e=this._map.getMaxBounds(),r=t.coords;return e&&(r.longitude<e.getWest()||r.longitude>e.getEast()||r.latitude<e.getSouth()||r.latitude>e.getNorth())},n.prototype._setErrorState=function(){switch(this._watchState){case\"WAITING_ACTIVE\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"ACTIVE_LOCK\":this._watchState=\"ACTIVE_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\");break;case\"BACKGROUND\":this._watchState=\"BACKGROUND_ERROR\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\")}},n.prototype._onSuccess=function(e){if(this._map){if(this._isOutOfMapMaxBounds(e))return this._setErrorState(),this.fire(new t.Event(\"outofmaxbounds\",e)),this._updateMarker(),void this._finish();if(this.options.trackUserLocation)switch(this._lastKnownPosition=e,this._watchState){case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"BACKGROUND\":case\"BACKGROUND_ERROR\":this._watchState=\"BACKGROUND\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\")}this.options.showUserLocation&&\"OFF\"!==this._watchState&&this._updateMarker(e),this.options.trackUserLocation&&\"ACTIVE_LOCK\"!==this._watchState||this._updateCamera(e),this.options.showUserLocation&&this._dotElement.classList.remove(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"geolocate\",e)),this._finish()}},n.prototype._updateCamera=function(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude),n=e.coords.accuracy,a=this._map.getBearing(),i=t.extend({bearing:a},this.options.fitBoundsOptions);this._map.fitBounds(r.toBounds(n),i,{geolocateSource:!0})},n.prototype._updateMarker=function(e){if(e){var r=new t.LngLat(e.coords.longitude,e.coords.latitude);this._accuracyCircleMarker.setLngLat(r).addTo(this._map),this._userLocationDotMarker.setLngLat(r).addTo(this._map),this._accuracy=e.coords.accuracy,this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()}else this._userLocationDotMarker.remove(),this._accuracyCircleMarker.remove()},n.prototype._updateCircleRadius=function(){var t=this._map._container.clientHeight/2,e=this._map.unproject([0,t]),r=this._map.unproject([1,t]),n=e.distanceTo(r),a=Math.ceil(2*this._accuracy/n);this._circleElement.style.width=a+\"px\",this._circleElement.style.height=a+\"px\"},n.prototype._onZoom=function(){this.options.showUserLocation&&this.options.showAccuracyCircle&&this._updateCircleRadius()},n.prototype._onError=function(e){if(this._map){if(this.options.trackUserLocation)if(1===e.code){this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this._geolocateButton.disabled=!0;var r=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.title=r,this._geolocateButton.setAttribute(\"aria-label\",r),void 0!==this._geolocationWatchID&&this._clearWatch()}else{if(3===e.code&&Fa)return;this._setErrorState()}\"OFF\"!==this._watchState&&this.options.showUserLocation&&this._dotElement.classList.add(\"mapboxgl-user-location-dot-stale\"),this.fire(new t.Event(\"error\",e)),this._finish()}},n.prototype._finish=function(){this._timeoutId&&clearTimeout(this._timeoutId),this._timeoutId=void 0},n.prototype._setupUI=function(e){var n=this;if(this._container.addEventListener(\"contextmenu\",(function(t){return t.preventDefault()})),this._geolocateButton=r.create(\"button\",\"mapboxgl-ctrl-geolocate\",this._container),r.create(\"span\",\"mapboxgl-ctrl-icon\",this._geolocateButton).setAttribute(\"aria-hidden\",!0),this._geolocateButton.type=\"button\",!1===e){t.warnOnce(\"Geolocation support is not available so the GeolocateControl will be disabled.\");var a=this._map._getUIString(\"GeolocateControl.LocationNotAvailable\");this._geolocateButton.disabled=!0,this._geolocateButton.title=a,this._geolocateButton.setAttribute(\"aria-label\",a)}else{var i=this._map._getUIString(\"GeolocateControl.FindMyLocation\");this._geolocateButton.title=i,this._geolocateButton.setAttribute(\"aria-label\",i)}this.options.trackUserLocation&&(this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this._watchState=\"OFF\"),this.options.showUserLocation&&(this._dotElement=r.create(\"div\",\"mapboxgl-user-location-dot\"),this._userLocationDotMarker=new Oa(this._dotElement),this._circleElement=r.create(\"div\",\"mapboxgl-user-location-accuracy-circle\"),this._accuracyCircleMarker=new Oa({element:this._circleElement,pitchAlignment:\"map\"}),this.options.trackUserLocation&&(this._watchState=\"OFF\"),this._map.on(\"zoom\",this._onZoom)),this._geolocateButton.addEventListener(\"click\",this.trigger.bind(this)),this._setup=!0,this.options.trackUserLocation&&this._map.on(\"movestart\",(function(e){e.geolocateSource||\"ACTIVE_LOCK\"!==n._watchState||e.originalEvent&&\"resize\"===e.originalEvent.type||(n._watchState=\"BACKGROUND\",n._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\"),n._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),n.fire(new t.Event(\"trackuserlocationend\")))}))},n.prototype.trigger=function(){if(!this._setup)return t.warnOnce(\"Geolocate control triggered before added to a map\"),!1;if(this.options.trackUserLocation){switch(this._watchState){case\"OFF\":this._watchState=\"WAITING_ACTIVE\",this.fire(new t.Event(\"trackuserlocationstart\"));break;case\"WAITING_ACTIVE\":case\"ACTIVE_LOCK\":case\"ACTIVE_ERROR\":case\"BACKGROUND_ERROR\":Ra--,Fa=!1,this._watchState=\"OFF\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-active-error\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background-error\"),this.fire(new t.Event(\"trackuserlocationend\"));break;case\"BACKGROUND\":this._watchState=\"ACTIVE_LOCK\",this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-background\"),this._lastKnownPosition&&this._updateCamera(this._lastKnownPosition),this.fire(new t.Event(\"trackuserlocationstart\"))}switch(this._watchState){case\"WAITING_ACTIVE\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_LOCK\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active\");break;case\"ACTIVE_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-active-error\");break;case\"BACKGROUND\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background\");break;case\"BACKGROUND_ERROR\":this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-background-error\")}if(\"OFF\"===this._watchState&&void 0!==this._geolocationWatchID)this._clearWatch();else if(void 0===this._geolocationWatchID){var e;this._geolocateButton.classList.add(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"true\"),++Ra>1?(e={maximumAge:6e5,timeout:0},Fa=!0):(e=this.options.positionOptions,Fa=!1),this._geolocationWatchID=t.window.navigator.geolocation.watchPosition(this._onSuccess,this._onError,e)}}else t.window.navigator.geolocation.getCurrentPosition(this._onSuccess,this._onError,this.options.positionOptions),this._timeoutId=setTimeout(this._finish,1e4);return!0},n.prototype._clearWatch=function(){t.window.navigator.geolocation.clearWatch(this._geolocationWatchID),this._geolocationWatchID=void 0,this._geolocateButton.classList.remove(\"mapboxgl-ctrl-geolocate-waiting\"),this._geolocateButton.setAttribute(\"aria-pressed\",\"false\"),this.options.showUserLocation&&this._updateMarker(null)},n}(t.Evented),Na={maxWidth:100,unit:\"metric\"},ja=function(e){this.options=t.extend({},Na,e),t.bindAll([\"_onMove\",\"setUnit\"],this)};function Ua(t,e,r){var n=r&&r.maxWidth||100,a=t._container.clientHeight/2,i=t.unproject([0,a]),o=t.unproject([n,a]),s=i.distanceTo(o);if(r&&\"imperial\"===r.unit){var l=3.2808*s;l>5280?Va(e,n,l/5280,t._getUIString(\"ScaleControl.Miles\")):Va(e,n,l,t._getUIString(\"ScaleControl.Feet\"))}else r&&\"nautical\"===r.unit?Va(e,n,s/1852,t._getUIString(\"ScaleControl.NauticalMiles\")):s>=1e3?Va(e,n,s/1e3,t._getUIString(\"ScaleControl.Kilometers\")):Va(e,n,s,t._getUIString(\"ScaleControl.Meters\"))}function Va(t,e,r,n){var a,i,o,s=(a=r,(i=Math.pow(10,(\"\"+Math.floor(a)).length-1))*(o=(o=a/i)>=10?10:o>=5?5:o>=3?3:o>=2?2:o>=1?1:function(t){var e=Math.pow(10,Math.ceil(-Math.log(t)/Math.LN10));return Math.round(t*e)/e}(o)));t.style.width=e*(s/r)+\"px\",t.innerHTML=s+\"&nbsp;\"+n}ja.prototype.getDefaultPosition=function(){return\"bottom-left\"},ja.prototype._onMove=function(){Ua(this._map,this._container,this.options)},ja.prototype.onAdd=function(t){return this._map=t,this._container=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-scale\",t.getContainer()),this._map.on(\"move\",this._onMove),this._onMove(),this._container},ja.prototype.onRemove=function(){r.remove(this._container),this._map.off(\"move\",this._onMove),this._map=void 0},ja.prototype.setUnit=function(t){this.options.unit=t,Ua(this._map,this._container,this.options)};var qa=function(e){this._fullscreen=!1,e&&e.container&&(e.container instanceof t.window.HTMLElement?this._container=e.container:t.warnOnce(\"Full screen control 'container' must be a DOM element.\")),t.bindAll([\"_onClickFullscreen\",\"_changeIcon\"],this),\"onfullscreenchange\"in t.window.document?this._fullscreenchange=\"fullscreenchange\":\"onmozfullscreenchange\"in t.window.document?this._fullscreenchange=\"mozfullscreenchange\":\"onwebkitfullscreenchange\"in t.window.document?this._fullscreenchange=\"webkitfullscreenchange\":\"onmsfullscreenchange\"in t.window.document&&(this._fullscreenchange=\"MSFullscreenChange\")};qa.prototype.onAdd=function(e){return this._map=e,this._container||(this._container=this._map.getContainer()),this._controlContainer=r.create(\"div\",\"mapboxgl-ctrl mapboxgl-ctrl-group\"),this._checkFullscreenSupport()?this._setupUI():(this._controlContainer.style.display=\"none\",t.warnOnce(\"This device does not support fullscreen mode.\")),this._controlContainer},qa.prototype.onRemove=function(){r.remove(this._controlContainer),this._map=null,t.window.document.removeEventListener(this._fullscreenchange,this._changeIcon)},qa.prototype._checkFullscreenSupport=function(){return!!(t.window.document.fullscreenEnabled||t.window.document.mozFullScreenEnabled||t.window.document.msFullscreenEnabled||t.window.document.webkitFullscreenEnabled)},qa.prototype._setupUI=function(){var e=this._fullscreenButton=r.create(\"button\",\"mapboxgl-ctrl-fullscreen\",this._controlContainer);r.create(\"span\",\"mapboxgl-ctrl-icon\",e).setAttribute(\"aria-hidden\",!0),e.type=\"button\",this._updateTitle(),this._fullscreenButton.addEventListener(\"click\",this._onClickFullscreen),t.window.document.addEventListener(this._fullscreenchange,this._changeIcon)},qa.prototype._updateTitle=function(){var t=this._getTitle();this._fullscreenButton.setAttribute(\"aria-label\",t),this._fullscreenButton.title=t},qa.prototype._getTitle=function(){return this._map._getUIString(this._isFullscreen()?\"FullscreenControl.Exit\":\"FullscreenControl.Enter\")},qa.prototype._isFullscreen=function(){return this._fullscreen},qa.prototype._changeIcon=function(){(t.window.document.fullscreenElement||t.window.document.mozFullScreenElement||t.window.document.webkitFullscreenElement||t.window.document.msFullscreenElement)===this._container!==this._fullscreen&&(this._fullscreen=!this._fullscreen,this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-shrink\"),this._fullscreenButton.classList.toggle(\"mapboxgl-ctrl-fullscreen\"),this._updateTitle())},qa.prototype._onClickFullscreen=function(){this._isFullscreen()?t.window.document.exitFullscreen?t.window.document.exitFullscreen():t.window.document.mozCancelFullScreen?t.window.document.mozCancelFullScreen():t.window.document.msExitFullscreen?t.window.document.msExitFullscreen():t.window.document.webkitCancelFullScreen&&t.window.document.webkitCancelFullScreen():this._container.requestFullscreen?this._container.requestFullscreen():this._container.mozRequestFullScreen?this._container.mozRequestFullScreen():this._container.msRequestFullscreen?this._container.msRequestFullscreen():this._container.webkitRequestFullscreen&&this._container.webkitRequestFullscreen()};var Ha={closeButton:!0,closeOnClick:!0,className:\"\",maxWidth:\"240px\"},Ga=function(e){function n(r){e.call(this),this.options=t.extend(Object.create(Ha),r),t.bindAll([\"_update\",\"_onClose\",\"remove\",\"_onMouseMove\",\"_onMouseUp\",\"_onDrag\"],this)}return e&&(n.__proto__=e),(n.prototype=Object.create(e&&e.prototype)).constructor=n,n.prototype.addTo=function(e){return this._map&&this.remove(),this._map=e,this.options.closeOnClick&&this._map.on(\"click\",this._onClose),this.options.closeOnMove&&this._map.on(\"move\",this._onClose),this._map.on(\"remove\",this.remove),this._update(),this._trackPointer?(this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"mouseup\",this._onMouseUp),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")):this._map.on(\"move\",this._update),this.fire(new t.Event(\"open\")),this},n.prototype.isOpen=function(){return!!this._map},n.prototype.remove=function(){return this._content&&r.remove(this._content),this._container&&(r.remove(this._container),delete this._container),this._map&&(this._map.off(\"move\",this._update),this._map.off(\"move\",this._onClose),this._map.off(\"click\",this._onClose),this._map.off(\"remove\",this.remove),this._map.off(\"mousemove\",this._onMouseMove),this._map.off(\"mouseup\",this._onMouseUp),this._map.off(\"drag\",this._onDrag),delete this._map),this.fire(new t.Event(\"close\")),this},n.prototype.getLngLat=function(){return this._lngLat},n.prototype.setLngLat=function(e){return this._lngLat=t.LngLat.convert(e),this._pos=null,this._trackPointer=!1,this._update(),this._map&&(this._map.on(\"move\",this._update),this._map.off(\"mousemove\",this._onMouseMove),this._container&&this._container.classList.remove(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.remove(\"mapboxgl-track-pointer\")),this},n.prototype.trackPointer=function(){return this._trackPointer=!0,this._pos=null,this._update(),this._map&&(this._map.off(\"move\",this._update),this._map.on(\"mousemove\",this._onMouseMove),this._map.on(\"drag\",this._onDrag),this._container&&this._container.classList.add(\"mapboxgl-popup-track-pointer\"),this._map._canvasContainer.classList.add(\"mapboxgl-track-pointer\")),this},n.prototype.getElement=function(){return this._container},n.prototype.setText=function(e){return this.setDOMContent(t.window.document.createTextNode(e))},n.prototype.setHTML=function(e){var r,n=t.window.document.createDocumentFragment(),a=t.window.document.createElement(\"body\");for(a.innerHTML=e;r=a.firstChild;)n.appendChild(r);return this.setDOMContent(n)},n.prototype.getMaxWidth=function(){return this._container&&this._container.style.maxWidth},n.prototype.setMaxWidth=function(t){return this.options.maxWidth=t,this._update(),this},n.prototype.setDOMContent=function(t){return this._createContent(),this._content.appendChild(t),this._update(),this},n.prototype.addClassName=function(t){this._container&&this._container.classList.add(t)},n.prototype.removeClassName=function(t){this._container&&this._container.classList.remove(t)},n.prototype.toggleClassName=function(t){if(this._container)return this._container.classList.toggle(t)},n.prototype._createContent=function(){this._content&&r.remove(this._content),this._content=r.create(\"div\",\"mapboxgl-popup-content\",this._container),this.options.closeButton&&(this._closeButton=r.create(\"button\",\"mapboxgl-popup-close-button\",this._content),this._closeButton.type=\"button\",this._closeButton.setAttribute(\"aria-label\",\"Close popup\"),this._closeButton.innerHTML=\"&#215;\",this._closeButton.addEventListener(\"click\",this._onClose))},n.prototype._onMouseUp=function(t){this._update(t.point)},n.prototype._onMouseMove=function(t){this._update(t.point)},n.prototype._onDrag=function(t){this._update(t.point)},n.prototype._update=function(e){var n=this;if(this._map&&(this._lngLat||this._trackPointer)&&this._content&&(this._container||(this._container=r.create(\"div\",\"mapboxgl-popup\",this._map.getContainer()),this._tip=r.create(\"div\",\"mapboxgl-popup-tip\",this._container),this._container.appendChild(this._content),this.options.className&&this.options.className.split(\" \").forEach((function(t){return n._container.classList.add(t)})),this._trackPointer&&this._container.classList.add(\"mapboxgl-popup-track-pointer\")),this.options.maxWidth&&this._container.style.maxWidth!==this.options.maxWidth&&(this._container.style.maxWidth=this.options.maxWidth),this._map.transform.renderWorldCopies&&!this._trackPointer&&(this._lngLat=La(this._lngLat,this._pos,this._map.transform)),!this._trackPointer||e)){var a=this._pos=this._trackPointer&&e?e:this._map.project(this._lngLat),i=this.options.anchor,o=function e(r){if(r){if(\"number\"==typeof r){var n=Math.round(Math.sqrt(.5*Math.pow(r,2)));return{center:new t.Point(0,0),top:new t.Point(0,r),\"top-left\":new t.Point(n,n),\"top-right\":new t.Point(-n,n),bottom:new t.Point(0,-r),\"bottom-left\":new t.Point(n,-n),\"bottom-right\":new t.Point(-n,-n),left:new t.Point(r,0),right:new t.Point(-r,0)}}if(r instanceof t.Point||Array.isArray(r)){var a=t.Point.convert(r);return{center:a,top:a,\"top-left\":a,\"top-right\":a,bottom:a,\"bottom-left\":a,\"bottom-right\":a,left:a,right:a}}return{center:t.Point.convert(r.center||[0,0]),top:t.Point.convert(r.top||[0,0]),\"top-left\":t.Point.convert(r[\"top-left\"]||[0,0]),\"top-right\":t.Point.convert(r[\"top-right\"]||[0,0]),bottom:t.Point.convert(r.bottom||[0,0]),\"bottom-left\":t.Point.convert(r[\"bottom-left\"]||[0,0]),\"bottom-right\":t.Point.convert(r[\"bottom-right\"]||[0,0]),left:t.Point.convert(r.left||[0,0]),right:t.Point.convert(r.right||[0,0])}}return e(new t.Point(0,0))}(this.options.offset);if(!i){var s,l=this._container.offsetWidth,c=this._container.offsetHeight;s=a.y+o.bottom.y<c?[\"top\"]:a.y>this._map.transform.height-c?[\"bottom\"]:[],a.x<l/2?s.push(\"left\"):a.x>this._map.transform.width-l/2&&s.push(\"right\"),i=0===s.length?\"bottom\":s.join(\"-\")}var u=a.add(o[i]).round();r.setTransform(this._container,Pa[i]+\" translate(\"+u.x+\"px,\"+u.y+\"px)\"),Ia(this._container,i,\"popup\")}},n.prototype._onClose=function(){this.remove()},n}(t.Evented),Ya={version:t.version,supported:e,setRTLTextPlugin:t.setRTLTextPlugin,getRTLTextPluginStatus:t.getRTLTextPluginStatus,Map:Ma,NavigationControl:Ea,GeolocateControl:Ba,AttributionControl:va,ScaleControl:ja,FullscreenControl:qa,Popup:Ga,Marker:Oa,Style:qe,LngLat:t.LngLat,LngLatBounds:t.LngLatBounds,Point:t.Point,MercatorCoordinate:t.MercatorCoordinate,Evented:t.Evented,config:t.config,prewarm:function(){Bt().acquire(Ot)},clearPrewarmedResources:function(){var t=Rt;t&&(t.isPreloaded()&&1===t.numActive()?(t.release(Ot),Rt=null):console.warn(\"Could not clear WebWorkers since there are active Map instances that still reference it. The pre-warmed WebWorker pool can only be cleared when all map instances have been removed with map.remove()\"))},get accessToken(){return t.config.ACCESS_TOKEN},set accessToken(e){t.config.ACCESS_TOKEN=e},get baseApiUrl(){return t.config.API_URL},set baseApiUrl(e){t.config.API_URL=e},get workerCount(){return Dt.workerCount},set workerCount(t){Dt.workerCount=t},get maxParallelImageRequests(){return t.config.MAX_PARALLEL_IMAGE_REQUESTS},set maxParallelImageRequests(e){t.config.MAX_PARALLEL_IMAGE_REQUESTS=e},clearStorage:function(e){t.clearTileCache(e)},workerUrl:\"\"};return Ya})),r}))},{}],448:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=1<<t+1,r=new Array(e),n=0;n<e;++n)r[n]=i(t,n);return r};var n=t(\"convex-hull\");function a(t,e,r){for(var n=new Array(t),a=0;a<t;++a)n[a]=0,a===e&&(n[a]+=.5),a===r&&(n[a]+=.5);return n}function i(t,e){if(0===e||e===(1<<t+1)-1)return[];for(var r=[],i=[],o=0;o<=t;++o)if(e&1<<o){r.push(a(t,o-1,o-1)),i.push(null);for(var s=0;s<=t;++s)~e&1<<s&&(r.push(a(t,o-1,s-1)),i.push([o,s]))}var l=n(r),c=[];t:for(o=0;o<l.length;++o){var u=l[o],h=[];for(s=0;s<u.length;++s){if(!i[u[s]])continue t;h.push(i[u[s]].slice())}c.push(h)}return c}},{\"convex-hull\":135}],449:[function(t,e,r){var n=t(\"./normalize\"),a=t(\"gl-mat4/create\"),i=t(\"gl-mat4/clone\"),o=t(\"gl-mat4/determinant\"),s=t(\"gl-mat4/invert\"),l=t(\"gl-mat4/transpose\"),c={length:t(\"gl-vec3/length\"),normalize:t(\"gl-vec3/normalize\"),dot:t(\"gl-vec3/dot\"),cross:t(\"gl-vec3/cross\")},u=a(),h=a(),f=[0,0,0,0],p=[[0,0,0],[0,0,0],[0,0,0]],d=[0,0,0];function g(t,e,r,n,a){t[0]=e[0]*n+r[0]*a,t[1]=e[1]*n+r[1]*a,t[2]=e[2]*n+r[2]*a}e.exports=function(t,e,r,a,m,v){if(e||(e=[0,0,0]),r||(r=[0,0,0]),a||(a=[0,0,0]),m||(m=[0,0,0,1]),v||(v=[0,0,0,1]),!n(u,t))return!1;if(i(h,u),h[3]=0,h[7]=0,h[11]=0,h[15]=1,Math.abs(o(h)<1e-8))return!1;var y,x,b,_,w,T,k,M=u[3],A=u[7],S=u[11],E=u[12],C=u[13],L=u[14],P=u[15];if(0!==M||0!==A||0!==S){if(f[0]=M,f[1]=A,f[2]=S,f[3]=P,!s(h,h))return!1;l(h,h),y=m,b=h,_=(x=f)[0],w=x[1],T=x[2],k=x[3],y[0]=b[0]*_+b[4]*w+b[8]*T+b[12]*k,y[1]=b[1]*_+b[5]*w+b[9]*T+b[13]*k,y[2]=b[2]*_+b[6]*w+b[10]*T+b[14]*k,y[3]=b[3]*_+b[7]*w+b[11]*T+b[15]*k}else m[0]=m[1]=m[2]=0,m[3]=1;if(e[0]=E,e[1]=C,e[2]=L,function(t,e){t[0][0]=e[0],t[0][1]=e[1],t[0][2]=e[2],t[1][0]=e[4],t[1][1]=e[5],t[1][2]=e[6],t[2][0]=e[8],t[2][1]=e[9],t[2][2]=e[10]}(p,u),r[0]=c.length(p[0]),c.normalize(p[0],p[0]),a[0]=c.dot(p[0],p[1]),g(p[1],p[1],p[0],1,-a[0]),r[1]=c.length(p[1]),c.normalize(p[1],p[1]),a[0]/=r[1],a[1]=c.dot(p[0],p[2]),g(p[2],p[2],p[0],1,-a[1]),a[2]=c.dot(p[1],p[2]),g(p[2],p[2],p[1],1,-a[2]),r[2]=c.length(p[2]),c.normalize(p[2],p[2]),a[1]/=r[2],a[2]/=r[2],c.cross(d,p[1],p[2]),c.dot(p[0],d)<0)for(var I=0;I<3;I++)r[I]*=-1,p[I][0]*=-1,p[I][1]*=-1,p[I][2]*=-1;return v[0]=.5*Math.sqrt(Math.max(1+p[0][0]-p[1][1]-p[2][2],0)),v[1]=.5*Math.sqrt(Math.max(1-p[0][0]+p[1][1]-p[2][2],0)),v[2]=.5*Math.sqrt(Math.max(1-p[0][0]-p[1][1]+p[2][2],0)),v[3]=.5*Math.sqrt(Math.max(1+p[0][0]+p[1][1]+p[2][2],0)),p[2][1]>p[1][2]&&(v[0]=-v[0]),p[0][2]>p[2][0]&&(v[1]=-v[1]),p[1][0]>p[0][1]&&(v[2]=-v[2]),!0}},{\"./normalize\":450,\"gl-mat4/clone\":272,\"gl-mat4/create\":273,\"gl-mat4/determinant\":274,\"gl-mat4/invert\":278,\"gl-mat4/transpose\":289,\"gl-vec3/cross\":339,\"gl-vec3/dot\":344,\"gl-vec3/length\":354,\"gl-vec3/normalize\":361}],450:[function(t,e,r){e.exports=function(t,e){var r=e[15];if(0===r)return!1;for(var n=1/r,a=0;a<16;a++)t[a]=e[a]*n;return!0}},{}],451:[function(t,e,r){var n=t(\"gl-vec3/lerp\"),a=t(\"mat4-recompose\"),i=t(\"mat4-decompose\"),o=t(\"gl-mat4/determinant\"),s=t(\"quat-slerp\"),l=h(),c=h(),u=h();function h(){return{translate:f(),scale:f(1),skew:f(),perspective:[0,0,0,1],quaternion:[0,0,0,1]}}function f(t){return[t||0,t||0,t||0]}e.exports=function(t,e,r,h){if(0===o(e)||0===o(r))return!1;var f=i(e,l.translate,l.scale,l.skew,l.perspective,l.quaternion),p=i(r,c.translate,c.scale,c.skew,c.perspective,c.quaternion);return!(!f||!p)&&(n(u.translate,l.translate,c.translate,h),n(u.skew,l.skew,c.skew,h),n(u.scale,l.scale,c.scale,h),n(u.perspective,l.perspective,c.perspective,h),s(u.quaternion,l.quaternion,c.quaternion,h),a(t,u.translate,u.scale,u.skew,u.perspective,u.quaternion),!0)}},{\"gl-mat4/determinant\":274,\"gl-vec3/lerp\":355,\"mat4-decompose\":449,\"mat4-recompose\":452,\"quat-slerp\":501}],452:[function(t,e,r){var n={identity:t(\"gl-mat4/identity\"),translate:t(\"gl-mat4/translate\"),multiply:t(\"gl-mat4/multiply\"),create:t(\"gl-mat4/create\"),scale:t(\"gl-mat4/scale\"),fromRotationTranslation:t(\"gl-mat4/fromRotationTranslation\")},a=(n.create(),n.create());e.exports=function(t,e,r,i,o,s){return n.identity(t),n.fromRotationTranslation(t,s,e),t[3]=o[0],t[7]=o[1],t[11]=o[2],t[15]=o[3],n.identity(a),0!==i[2]&&(a[9]=i[2],n.multiply(t,t,a)),0!==i[1]&&(a[9]=0,a[8]=i[1],n.multiply(t,t,a)),0!==i[0]&&(a[8]=0,a[4]=i[0],n.multiply(t,t,a)),n.scale(t,t,r),t}},{\"gl-mat4/create\":273,\"gl-mat4/fromRotationTranslation\":276,\"gl-mat4/identity\":277,\"gl-mat4/multiply\":280,\"gl-mat4/scale\":287,\"gl-mat4/translate\":288}],453:[function(t,e,r){\"use strict\";e.exports=Math.log2||function(t){return Math.log(t)*Math.LOG2E}},{}],454:[function(t,e,r){\"use strict\";var n=t(\"binary-search-bounds\"),a=t(\"mat4-interpolate\"),i=t(\"gl-mat4/invert\"),o=t(\"gl-mat4/rotateX\"),s=t(\"gl-mat4/rotateY\"),l=t(\"gl-mat4/rotateZ\"),c=t(\"gl-mat4/lookAt\"),u=t(\"gl-mat4/translate\"),h=(t(\"gl-mat4/scale\"),t(\"gl-vec3/normalize\")),f=[0,0,0];function p(t){this._components=t.slice(),this._time=[0],this.prevMatrix=t.slice(),this.nextMatrix=t.slice(),this.computedMatrix=t.slice(),this.computedInverse=t.slice(),this.computedEye=[0,0,0],this.computedUp=[0,0,0],this.computedCenter=[0,0,0],this.computedRadius=[0],this._limits=[-1/0,1/0]}e.exports=function(t){return new p((t=t||{}).matrix||[1,0,0,0,0,1,0,0,0,0,1,0,0,0,0,1])};var d=p.prototype;d.recalcMatrix=function(t){var e=this._time,r=n.le(e,t),o=this.computedMatrix;if(!(r<0)){var s=this._components;if(r===e.length-1)for(var l=16*r,c=0;c<16;++c)o[c]=s[l++];else{var u=e[r+1]-e[r],f=(l=16*r,this.prevMatrix),p=!0;for(c=0;c<16;++c)f[c]=s[l++];var d=this.nextMatrix;for(c=0;c<16;++c)d[c]=s[l++],p=p&&f[c]===d[c];if(u<1e-6||p)for(c=0;c<16;++c)o[c]=f[c];else a(o,f,d,(t-e[r])/u)}var g=this.computedUp;g[0]=o[1],g[1]=o[5],g[2]=o[9],h(g,g);var m=this.computedInverse;i(m,o);var v=this.computedEye,y=m[15];v[0]=m[12]/y,v[1]=m[13]/y,v[2]=m[14]/y;var x=this.computedCenter,b=Math.exp(this.computedRadius[0]);for(c=0;c<3;++c)x[c]=v[c]-o[2+4*c]*b}},d.idle=function(t){if(!(t<this.lastT())){for(var e=this._components,r=e.length-16,n=0;n<16;++n)e.push(e[r++]);this._time.push(t)}},d.flush=function(t){var e=n.gt(this._time,t)-2;e<0||(this._time.splice(0,e),this._components.splice(0,16*e))},d.lastT=function(){return this._time[this._time.length-1]},d.lookAt=function(t,e,r,n){this.recalcMatrix(t),e=e||this.computedEye,r=r||f,n=n||this.computedUp,this.setMatrix(t,c(this.computedMatrix,e,r,n));for(var a=0,i=0;i<3;++i)a+=Math.pow(r[i]-e[i],2);a=Math.log(Math.sqrt(a)),this.computedRadius[0]=a},d.rotate=function(t,e,r,n){this.recalcMatrix(t);var a=this.computedInverse;e&&s(a,a,e),r&&o(a,a,r),n&&l(a,a,n),this.setMatrix(t,i(this.computedMatrix,a))};var g=[0,0,0];d.pan=function(t,e,r,n){g[0]=-(e||0),g[1]=-(r||0),g[2]=-(n||0),this.recalcMatrix(t);var 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p=o.map((function(t){return\"a\"+t+\"=this.shape[\"+t+\"]\"})),d=o.map((function(t){return\"c\"+t+\"=this.stride[\"+t+\"]\"}));i.push(\"proto.lo=function \"+r+\"_lo(\"+l.join(\",\")+\"){var b=this.offset,d=0,\"+p.join(\",\")+\",\"+d.join(\",\"));for(var g=0;g<e;++g)i.push(\"if(typeof i\"+g+\"==='number'&&i\"+g+\">=0){d=i\"+g+\"|0;b+=c\"+g+\"*d;a\"+g+\"-=d}\");i.push(\"return new \"+r+\"(this.data,\"+o.map((function(t){return\"a\"+t})).join(\",\")+\",\"+o.map((function(t){return\"c\"+t})).join(\",\")+\",b)}\"),i.push(\"proto.step=function \"+r+\"_step(\"+l.join(\",\")+\"){var \"+o.map((function(t){return\"a\"+t+\"=this.shape[\"+t+\"]\"})).join(\",\")+\",\"+o.map((function(t){return\"b\"+t+\"=this.stride[\"+t+\"]\"})).join(\",\")+\",c=this.offset,d=0,ceil=Math.ceil\");for(g=0;g<e;++g)i.push(\"if(typeof i\"+g+\"==='number'){d=i\"+g+\"|0;if(d<0){c+=b\"+g+\"*(a\"+g+\"-1);a\"+g+\"=ceil(-a\"+g+\"/d)}else{a\"+g+\"=ceil(a\"+g+\"/d)}b\"+g+\"*=d}\");i.push(\"return new \"+r+\"(this.data,\"+o.map((function(t){return\"a\"+t})).join(\",\")+\",\"+o.map((function(t){return\"b\"+t})).join(\",\")+\",c)}\");var m=new Array(e),v=new Array(e);for(g=0;g<e;++g)m[g]=\"a[i\"+g+\"]\",v[g]=\"b[i\"+g+\"]\";i.push(\"proto.transpose=function \"+r+\"_transpose(\"+l+\"){\"+l.map((function(t,e){return t+\"=(\"+t+\"===undefined?\"+e+\":\"+t+\"|0)\"})).join(\";\"),\"var a=this.shape,b=this.stride;return new \"+r+\"(this.data,\"+m.join(\",\")+\",\"+v.join(\",\")+\",this.offset)}\"),i.push(\"proto.pick=function \"+r+\"_pick(\"+l+\"){var a=[],b=[],c=this.offset\");for(g=0;g<e;++g)i.push(\"if(typeof i\"+g+\"==='number'&&i\"+g+\">=0){c=(c+this.stride[\"+g+\"]*i\"+g+\")|0}else{a.push(this.shape[\"+g+\"]);b.push(this.stride[\"+g+\"])}\");return i.push(\"var ctor=CTOR_LIST[a.length+1];return ctor(this.data,a,b,c)}\"),i.push(\"return function construct_\"+r+\"(data,shape,stride,offset){return new \"+r+\"(data,\"+o.map((function(t){return\"shape[\"+t+\"]\"})).join(\",\")+\",\"+o.map((function(t){return\"stride[\"+t+\"]\"})).join(\",\")+\",offset)}\"),new Function(\"CTOR_LIST\",\"ORDER\",i.join(\"\\n\"))(c[t],s)}var c={float32:[],float64:[],int8:[],int16:[],int32:[],uint8:[],uint16:[],uint32:[],array:[],uint8_clamped:[],bigint64:[],biguint64:[],buffer:[],generic:[]};e.exports=function(t,e,r,n){if(void 0===t)return(0,c.array[0])([]);\"number\"==typeof t&&(t=[t]),void 0===e&&(e=[t.length]);var o=e.length;if(void 0===r){r=new Array(o);for(var s=o-1,u=1;s>=0;--s)r[s]=u,u*=e[s]}if(void 0===n){n=0;for(s=0;s<o;++s)r[s]<0&&(n-=(e[s]-1)*r[s])}for(var h=function(t){if(a(t))return\"buffer\";if(i)switch(Object.prototype.toString.call(t)){case\"[object Float64Array]\":return\"float64\";case\"[object Float32Array]\":return\"float32\";case\"[object Int8Array]\":return\"int8\";case\"[object Int16Array]\":return\"int16\";case\"[object Int32Array]\":return\"int32\";case\"[object Uint8Array]\":return\"uint8\";case\"[object Uint16Array]\":return\"uint16\";case\"[object Uint32Array]\":return\"uint32\";case\"[object Uint8ClampedArray]\":return\"uint8_clamped\";case\"[object BigInt64Array]\":return\"bigint64\";case\"[object BigUint64Array]\":return\"biguint64\"}return Array.isArray(t)?\"array\":\"generic\"}(t),f=c[h];f.length<=o+1;)f.push(l(h,f.length-1));return(0,f[o+1])(t,e,r,n)}},{\"iota-array\":437,\"is-buffer\":439}],470:[function(t,e,r){\"use strict\";var n=t(\"double-bits\"),a=Math.pow(2,-1074);e.exports=function(t,e){if(isNaN(t)||isNaN(e))return NaN;if(t===e)return t;if(0===t)return e<0?-a:a;var r=n.hi(t),i=n.lo(t);e>t==t>0?i===-1>>>0?(r+=1,i=0):i+=1:0===i?(i=-1>>>0,r-=1):i-=1;return n.pack(i,r)}},{\"double-bits\":173}],471:[function(t,e,r){var n=Math.PI,a=c(120);function i(t,e,r,n){return[\"C\",t,e,r,n,r,n]}function o(t,e,r,n,a,i){return[\"C\",t/3+2/3*r,e/3+2/3*n,a/3+2/3*r,i/3+2/3*n,a,i]}function s(t,e,r,i,o,c,u,h,f,p){if(p)T=p[0],k=p[1],_=p[2],w=p[3];else{var d=l(t,e,-o);t=d.x,e=d.y;var g=(t-(h=(d=l(h,f,-o)).x))/2,m=(e-(f=d.y))/2,v=g*g/(r*r)+m*m/(i*i);v>1&&(r*=v=Math.sqrt(v),i*=v);var y=r*r,x=i*i,b=(c==u?-1:1)*Math.sqrt(Math.abs((y*x-y*m*m-x*g*g)/(y*m*m+x*g*g)));b==1/0&&(b=1);var _=b*r*m/i+(t+h)/2,w=b*-i*g/r+(e+f)/2,T=Math.asin(((e-w)/i).toFixed(9)),k=Math.asin(((f-w)/i).toFixed(9));(T=t<_?n-T:T)<0&&(T=2*n+T),(k=h<_?n-k:k)<0&&(k=2*n+k),u&&T>k&&(T-=2*n),!u&&k>T&&(k-=2*n)}if(Math.abs(k-T)>a){var M=k,A=h,S=f;k=T+a*(u&&k>T?1:-1);var E=s(h=_+r*Math.cos(k),f=w+i*Math.sin(k),r,i,o,0,u,A,S,[k,M,_,w])}var C=Math.tan((k-T)/4),L=4/3*r*C,P=4/3*i*C,I=[2*t-(t+L*Math.sin(T)),2*e-(e-P*Math.cos(T)),h+L*Math.sin(k),f-P*Math.cos(k),h,f];if(p)return I;E&&(I=I.concat(E));for(var z=0;z<I.length;){var O=l(I[z],I[z+1],o);I[z++]=O.x,I[z++]=O.y}return I}function l(t,e,r){return{x:t*Math.cos(r)-e*Math.sin(r),y:t*Math.sin(r)+e*Math.cos(r)}}function c(t){return t*(n/180)}e.exports=function(t){for(var e,r=[],n=0,a=0,l=0,u=0,h=null,f=null,p=0,d=0,g=0,m=t.length;g<m;g++){var v=t[g],y=v[0];switch(y){case\"M\":l=v[1],u=v[2];break;case\"A\":(v=s(p,d,v[1],v[2],c(v[3]),v[4],v[5],v[6],v[7])).unshift(\"C\"),v.length>7&&(r.push(v.splice(0,7)),v.unshift(\"C\"));break;case\"S\":var x=p,b=d;\"C\"!=e&&\"S\"!=e||(x+=x-n,b+=b-a),v=[\"C\",x,b,v[1],v[2],v[3],v[4]];break;case\"T\":\"Q\"==e||\"T\"==e?(h=2*p-h,f=2*d-f):(h=p,f=d),v=o(p,d,h,f,v[1],v[2]);break;case\"Q\":h=v[1],f=v[2],v=o(p,d,v[1],v[2],v[3],v[4]);break;case\"L\":v=i(p,d,v[1],v[2]);break;case\"H\":v=i(p,d,v[1],d);break;case\"V\":v=i(p,d,p,v[1]);break;case\"Z\":v=i(p,d,l,u)}e=y,p=v[v.length-2],d=v[v.length-1],v.length>4?(n=v[v.length-4],a=v[v.length-3]):(n=p,a=d),r.push(v)}return r}},{}],472:[function(t,e,r){r.vertexNormals=function(t,e,r){for(var n=e.length,a=new Array(n),i=void 0===r?1e-6:r,o=0;o<n;++o)a[o]=[0,0,0];for(o=0;o<t.length;++o)for(var s=t[o],l=0,c=s[s.length-1],u=s[0],h=0;h<s.length;++h){l=c,c=u,u=s[(h+1)%s.length];for(var f=e[l],p=e[c],d=e[u],g=new Array(3),m=0,v=new Array(3),y=0,x=0;x<3;++x)g[x]=f[x]-p[x],m+=g[x]*g[x],v[x]=d[x]-p[x],y+=v[x]*v[x];if(m*y>i){var b=a[c],_=1/Math.sqrt(m*y);for(x=0;x<3;++x){var w=(x+1)%3,T=(x+2)%3;b[x]+=_*(v[w]*g[T]-v[T]*g[w])}}}for(o=0;o<n;++o){b=a[o];var k=0;for(x=0;x<3;++x)k+=b[x]*b[x];if(k>i)for(_=1/Math.sqrt(k),x=0;x<3;++x)b[x]*=_;else for(x=0;x<3;++x)b[x]=0}return a},r.faceNormals=function(t,e,r){for(var n=t.length,a=new Array(n),i=void 0===r?1e-6:r,o=0;o<n;++o){for(var s=t[o],l=new Array(3),c=0;c<3;++c)l[c]=e[s[c]];var u=new Array(3),h=new Array(3);for(c=0;c<3;++c)u[c]=l[1][c]-l[0][c],h[c]=l[2][c]-l[0][c];var f=new Array(3),p=0;for(c=0;c<3;++c){var d=(c+1)%3,g=(c+2)%3;f[c]=u[d]*h[g]-u[g]*h[d],p+=f[c]*f[c]}p=p>i?1/Math.sqrt(p):0;for(c=0;c<3;++c)f[c]*=p;a[o]=f}return a}},{}],473:[function(t,e,r){\n",
       "/*\n",
       "object-assign\n",
       "(c) Sindre Sorhus\n",
       "@license MIT\n",
       "*/\n",
       "\"use strict\";var n=Object.getOwnPropertySymbols,a=Object.prototype.hasOwnProperty,i=Object.prototype.propertyIsEnumerable;function o(t){if(null==t)throw new TypeError(\"Object.assign cannot be called with null or undefined\");return Object(t)}e.exports=function(){try{if(!Object.assign)return!1;var t=new String(\"abc\");if(t[5]=\"de\",\"5\"===Object.getOwnPropertyNames(t)[0])return!1;for(var e={},r=0;r<10;r++)e[\"_\"+String.fromCharCode(r)]=r;if(\"0123456789\"!==Object.getOwnPropertyNames(e).map((function(t){return e[t]})).join(\"\"))return!1;var n={};return\"abcdefghijklmnopqrst\".split(\"\").forEach((function(t){n[t]=t})),\"abcdefghijklmnopqrst\"===Object.keys(Object.assign({},n)).join(\"\")}catch(t){return!1}}()?Object.assign:function(t,e){for(var r,s,l=o(t),c=1;c<arguments.length;c++){for(var u in r=Object(arguments[c]))a.call(r,u)&&(l[u]=r[u]);if(n){s=n(r);for(var h=0;h<s.length;h++)i.call(r,s[h])&&(l[s[h]]=r[s[h]])}}return l}},{}],474:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a,i,o,s,l,c){var u=e+i+c;if(h>0){var h=Math.sqrt(u+1);t[0]=.5*(o-l)/h,t[1]=.5*(s-n)/h,t[2]=.5*(r-i)/h,t[3]=.5*h}else{var f=Math.max(e,i,c);h=Math.sqrt(2*f-u+1);e>=f?(t[0]=.5*h,t[1]=.5*(a+r)/h,t[2]=.5*(s+n)/h,t[3]=.5*(o-l)/h):i>=f?(t[0]=.5*(r+a)/h,t[1]=.5*h,t[2]=.5*(l+o)/h,t[3]=.5*(s-n)/h):(t[0]=.5*(n+s)/h,t[1]=.5*(o+l)/h,t[2]=.5*h,t[3]=.5*(r-a)/h)}return t}},{}],475:[function(t,e,r){\"use strict\";e.exports=function(t){var e=(t=t||{}).center||[0,0,0],r=t.rotation||[0,0,0,1],n=t.radius||1;e=[].slice.call(e,0,3),u(r=[].slice.call(r,0,4),r);var a=new h(r,e,Math.log(n));a.setDistanceLimits(t.zoomMin,t.zoomMax),(\"eye\"in t||\"up\"in t)&&a.lookAt(0,t.eye,t.center,t.up);return a};var n=t(\"filtered-vector\"),a=t(\"gl-mat4/lookAt\"),i=t(\"gl-mat4/fromQuat\"),o=t(\"gl-mat4/invert\"),s=t(\"./lib/quatFromFrame\");function l(t,e,r){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2))}function c(t,e,r,n){return Math.sqrt(Math.pow(t,2)+Math.pow(e,2)+Math.pow(r,2)+Math.pow(n,2))}function u(t,e){var r=e[0],n=e[1],a=e[2],i=e[3],o=c(r,n,a,i);o>1e-6?(t[0]=r/o,t[1]=n/o,t[2]=a/o,t[3]=i/o):(t[0]=t[1]=t[2]=0,t[3]=1)}function h(t,e,r){this.radius=n([r]),this.center=n(e),this.rotation=n(t),this.computedRadius=this.radius.curve(0),this.computedCenter=this.center.curve(0),this.computedRotation=this.rotation.curve(0),this.computedUp=[.1,0,0],this.computedEye=[.1,0,0],this.computedMatrix=[.1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],this.recalcMatrix(0)}var f=h.prototype;f.lastT=function(){return Math.max(this.radius.lastT(),this.center.lastT(),this.rotation.lastT())},f.recalcMatrix=function(t){this.radius.curve(t),this.center.curve(t),this.rotation.curve(t);var e=this.computedRotation;u(e,e);var r=this.computedMatrix;i(r,e);var n=this.computedCenter,a=this.computedEye,o=this.computedUp,s=Math.exp(this.computedRadius[0]);a[0]=n[0]+s*r[2],a[1]=n[1]+s*r[6],a[2]=n[2]+s*r[10],o[0]=r[1],o[1]=r[5],o[2]=r[9];for(var l=0;l<3;++l){for(var c=0,h=0;h<3;++h)c+=r[l+4*h]*a[h];r[12+l]=-c}},f.getMatrix=function(t,e){this.recalcMatrix(t);var r=this.computedMatrix;if(e){for(var n=0;n<16;++n)e[n]=r[n];return e}return r},f.idle=function(t){this.center.idle(t),this.radius.idle(t),this.rotation.idle(t)},f.flush=function(t){this.center.flush(t),this.radius.flush(t),this.rotation.flush(t)},f.pan=function(t,e,r,n){e=e||0,r=r||0,n=n||0,this.recalcMatrix(t);var a=this.computedMatrix,i=a[1],o=a[5],s=a[9],c=l(i,o,s);i/=c,o/=c,s/=c;var u=a[0],h=a[4],f=a[8],p=u*i+h*o+f*s,d=l(u-=i*p,h-=o*p,f-=s*p);u/=d,h/=d,f/=d;var g=a[2],m=a[6],v=a[10],y=g*i+m*o+v*s,x=g*u+m*h+v*f,b=l(g-=y*i+x*u,m-=y*o+x*h,v-=y*s+x*f);g/=b,m/=b,v/=b;var _=u*e+i*r,w=h*e+o*r,T=f*e+s*r;this.center.move(t,_,w,T);var k=Math.exp(this.computedRadius[0]);k=Math.max(1e-4,k+n),this.radius.set(t,Math.log(k))},f.rotate=function(t,e,r,n){this.recalcMatrix(t),e=e||0,r=r||0;var a=this.computedMatrix,i=a[0],o=a[4],s=a[8],u=a[1],h=a[5],f=a[9],p=a[2],d=a[6],g=a[10],m=e*i+r*u,v=e*o+r*h,y=e*s+r*f,x=-(d*y-g*v),b=-(g*m-p*y),_=-(p*v-d*m),w=Math.sqrt(Math.max(0,1-Math.pow(x,2)-Math.pow(b,2)-Math.pow(_,2))),T=c(x,b,_,w);T>1e-6?(x/=T,b/=T,_/=T,w/=T):(x=b=_=0,w=1);var k=this.computedRotation,M=k[0],A=k[1],S=k[2],E=k[3],C=M*w+E*x+A*_-S*b,L=A*w+E*b+S*x-M*_,P=S*w+E*_+M*b-A*x,I=E*w-M*x-A*b-S*_;if(n){x=p,b=d,_=g;var z=Math.sin(n)/l(x,b,_);x*=z,b*=z,_*=z,I=I*(w=Math.cos(e))-(C=C*w+I*x+L*_-P*b)*x-(L=L*w+I*b+P*x-C*_)*b-(P=P*w+I*_+C*b-L*x)*_}var O=c(C,L,P,I);O>1e-6?(C/=O,L/=O,P/=O,I/=O):(C=L=P=0,I=1),this.rotation.set(t,C,L,P,I)},f.lookAt=function(t,e,r,n){this.recalcMatrix(t),r=r||this.computedCenter,e=e||this.computedEye,n=n||this.computedUp;var i=this.computedMatrix;a(i,e,r,n);var o=this.computedRotation;s(o,i[0],i[1],i[2],i[4],i[5],i[6],i[8],i[9],i[10]),u(o,o),this.rotation.set(t,o[0],o[1],o[2],o[3]);for(var l=0,c=0;c<3;++c)l+=Math.pow(r[c]-e[c],2);this.radius.set(t,.5*Math.log(Math.max(l,1e-6))),this.center.set(t,r[0],r[1],r[2])},f.translate=function(t,e,r,n){this.center.move(t,e||0,r||0,n||0)},f.setMatrix=function(t,e){var r=this.computedRotation;s(r,e[0],e[1],e[2],e[4],e[5],e[6],e[8],e[9],e[10]),u(r,r),this.rotation.set(t,r[0],r[1],r[2],r[3]);var n=this.computedMatrix;o(n,e);var a=n[15];if(Math.abs(a)>1e-6){var i=n[12]/a,l=n[13]/a,c=n[14]/a;this.recalcMatrix(t);var h=Math.exp(this.computedRadius[0]);this.center.set(t,i-n[2]*h,l-n[6]*h,c-n[10]*h),this.radius.idle(t)}else this.center.idle(t),this.radius.idle(t)},f.setDistance=function(t,e){e>0&&this.radius.set(t,Math.log(e))},f.setDistanceLimits=function(t,e){t=t>0?Math.log(t):-1/0,e=e>0?Math.log(e):1/0,e=Math.max(e,t),this.radius.bounds[0][0]=t,this.radius.bounds[1][0]=e},f.getDistanceLimits=function(t){var e=this.radius.bounds;return 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       "/*!\n",
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h=e.linesIntersect(o,s,c,u);if(!1===h){if(!e.pointsCollinear(o,s,c))return!1;if(e.pointsSame(o,u)||e.pointsSame(s,c))return!1;var f=e.pointsSame(o,c),p=e.pointsSame(s,u);if(f&&p)return n;var d=!f&&e.pointBetween(o,c,u),g=!p&&e.pointBetween(s,c,u);if(f)return g?l(n,s):l(t,u),n;d&&(p||(g?l(n,s):l(t,u)),l(n,o))}else 0===h.alongA&&(-1===h.alongB?l(t,c):0===h.alongB?l(t,h.pt):1===h.alongB&&l(t,u)),0===h.alongB&&(-1===h.alongA?l(n,o):0===h.alongA?l(n,h.pt):1===h.alongA&&l(n,s));return!1}for(var h=[];!i.isEmpty();){var f=i.getHead();if(r&&r.vert(f.pt[0]),f.isStart){r&&r.segmentNew(f.seg,f.primary);var p=c(f),d=p.before?p.before.ev:null,g=p.after?p.after.ev:null;function m(){if(d){var t=u(f,d);if(t)return t}return!!g&&u(f,g)}r&&r.tempStatus(f.seg,!!d&&d.seg,!!g&&g.seg);var v,y=m();if(y){var x;if(t)(x=null===f.seg.myFill.below||f.seg.myFill.above!==f.seg.myFill.below)&&(y.seg.myFill.above=!y.seg.myFill.above);else 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MIN_DIFF : scale.y;\\n\\n  vec2 scaleRatio = adjustedScale * viewport.zw;\\n\\tvec2 normalWidth = thickness / scaleRatio;\\n\\n\\tfloat lineStart = 1. - lineEnd;\\n\\tfloat lineBot = 1. - lineTop;\\n\\n\\tfragColor = (lineStart * aColor + lineEnd * bColor) / 255.;\\n\\n\\tif (isNaN(aCoord.x) || isNaN(aCoord.y) || isNaN(bCoord.x) || isNaN(bCoord.y)) return;\\n\\n\\tif (aCoord == prevCoord) prevCoord = aCoord + normalize(bCoord - aCoord);\\n\\tif (bCoord == nextCoord) nextCoord = bCoord - normalize(bCoord - aCoord);\\n\\n\\tvec2 prevDiff = aCoord - prevCoord;\\n\\tvec2 currDiff = bCoord - aCoord;\\n\\tvec2 nextDiff = nextCoord - bCoord;\\n\\n\\tvec2 prevTangent = normalize(prevDiff * scaleRatio);\\n\\tvec2 currTangent = normalize(currDiff * scaleRatio);\\n\\tvec2 nextTangent = normalize(nextDiff * scaleRatio);\\n\\n\\tvec2 prevNormal = vec2(-prevTangent.y, prevTangent.x);\\n\\tvec2 currNormal = vec2(-currTangent.y, currTangent.x);\\n\\tvec2 nextNormal = vec2(-nextTangent.y, nextTangent.x);\\n\\n\\tvec2 startJoinDirection = normalize(prevTangent - currTangent);\\n\\tvec2 endJoinDirection = normalize(currTangent - nextTangent);\\n\\n\\t// collapsed/unidirectional segment cases\\n\\t// FIXME: there should be more elegant solution\\n\\tvec2 prevTanDiff = abs(prevTangent - currTangent);\\n\\tvec2 nextTanDiff = abs(nextTangent - currTangent);\\n\\tif (max(prevTanDiff.x, prevTanDiff.y) < MIN_DIFF) {\\n\\t\\tstartJoinDirection = currNormal;\\n\\t}\\n\\tif (max(nextTanDiff.x, nextTanDiff.y) < MIN_DIFF) {\\n\\t\\tendJoinDirection = currNormal;\\n\\t}\\n\\tif (aCoord == bCoord) {\\n\\t\\tendJoinDirection = startJoinDirection;\\n\\t\\tcurrNormal = prevNormal;\\n\\t\\tcurrTangent = prevTangent;\\n\\t}\\n\\n\\ttangent = currTangent;\\n\\n\\t//calculate join shifts relative to normals\\n\\tfloat startJoinShift = dot(currNormal, startJoinDirection);\\n\\tfloat endJoinShift = dot(currNormal, endJoinDirection);\\n\\n\\tfloat startMiterRatio = abs(1. / startJoinShift);\\n\\tfloat endMiterRatio = abs(1. / endJoinShift);\\n\\n\\tvec2 startJoin = startJoinDirection * startMiterRatio;\\n\\tvec2 endJoin = endJoinDirection * endMiterRatio;\\n\\n\\tvec2 startTopJoin, startBotJoin, endTopJoin, endBotJoin;\\n\\tstartTopJoin = sign(startJoinShift) * startJoin * .5;\\n\\tstartBotJoin = -startTopJoin;\\n\\n\\tendTopJoin = sign(endJoinShift) * endJoin * .5;\\n\\tendBotJoin = -endTopJoin;\\n\\n\\tvec2 aTopCoord = aCoord + normalWidth * startTopJoin;\\n\\tvec2 bTopCoord = bCoord + normalWidth * endTopJoin;\\n\\tvec2 aBotCoord = aCoord + normalWidth * startBotJoin;\\n\\tvec2 bBotCoord = bCoord + normalWidth * endBotJoin;\\n\\n\\t//miter anti-clipping\\n\\tfloat baClipping = distToLine(bCoord, aCoord, aBotCoord) / dot(normalize(normalWidth * endBotJoin), normalize(normalWidth.yx * vec2(-startBotJoin.y, startBotJoin.x)));\\n\\tfloat abClipping = distToLine(aCoord, bCoord, bTopCoord) / dot(normalize(normalWidth * startBotJoin), normalize(normalWidth.yx * vec2(-endBotJoin.y, endBotJoin.x)));\\n\\n\\t//prevent close to reverse direction switch\\n\\tbool prevReverse = dot(currTangent, prevTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, prevNormal)) * min(length(prevDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\tbool nextReverse = dot(currTangent, nextTangent) <= REVERSE_THRESHOLD && abs(dot(currTangent, nextNormal)) * min(length(nextDiff), length(currDiff)) <  length(normalWidth * currNormal);\\n\\n\\tif (prevReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * startJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / startMiterRatio, 1.);\\n\\t\\taBotCoord = aCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\taTopCoord = aCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!nextReverse && baClipping > 0. && baClipping < length(normalWidth * endBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\tbTopCoord -= normalWidth * endTopJoin;\\n\\t\\tbTopCoord += normalize(endTopJoin * normalWidth) * baClipping;\\n\\t}\\n\\n\\tif (nextReverse) {\\n\\t\\t//make join rectangular\\n\\t\\tvec2 miterShift = normalWidth * endJoinDirection * miterLimit * .5;\\n\\t\\tfloat normalAdjust = 1. - min(miterLimit / endMiterRatio, 1.);\\n\\t\\tbBotCoord = bCoord + miterShift - normalAdjust * normalWidth * currNormal * .5;\\n\\t\\tbTopCoord = bCoord + miterShift + normalAdjust * normalWidth * currNormal * .5;\\n\\t}\\n\\telse if (!prevReverse && abClipping > 0. && abClipping < length(normalWidth * startBotJoin)) {\\n\\t\\t//handle miter clipping\\n\\t\\taBotCoord -= normalWidth * startBotJoin;\\n\\t\\taBotCoord += normalize(startBotJoin * normalWidth) * abClipping;\\n\\t}\\n\\n\\tvec2 aTopPosition = (aTopCoord) * adjustedScale + translate;\\n\\tvec2 aBotPosition = (aBotCoord) * adjustedScale + translate;\\n\\n\\tvec2 bTopPosition = (bTopCoord) * adjustedScale + translate;\\n\\tvec2 bBotPosition = (bBotCoord) * adjustedScale + translate;\\n\\n\\t//position is normalized 0..1 coord on the screen\\n\\tvec2 position = (aTopPosition * lineTop + aBotPosition * lineBot) * lineStart + (bTopPosition * lineTop + bBotPosition * lineBot) * lineEnd;\\n\\n\\tstartCoord = aCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\tendCoord = bCoord * scaleRatio + translate * viewport.zw + viewport.xy;\\n\\n\\tgl_Position = vec4(position  * 2.0 - 1.0, depth, 1);\\n\\n\\tenableStartMiter = step(dot(currTangent, prevTangent), .5);\\n\\tenableEndMiter = step(dot(currTangent, nextTangent), .5);\\n\\n\\t//bevel miter cutoffs\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * miterLimit * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n\\n\\t//round miter cutoffs\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tvec2 startMiterWidth = vec2(startJoinDirection) * thickness * abs(dot(startJoinDirection, currNormal)) * .5;\\n\\t\\t\\tstartCutoff = vec4(aCoord, aCoord);\\n\\t\\t\\tstartCutoff.zw += vec2(-startJoinDirection.y, startJoinDirection.x) / scaleRatio;\\n\\t\\t\\tstartCutoff = startCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tstartCutoff += viewport.xyxy;\\n\\t\\t\\tstartCutoff += startMiterWidth.xyxy;\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tvec2 endMiterWidth = vec2(endJoinDirection) * thickness * abs(dot(endJoinDirection, currNormal)) * .5;\\n\\t\\t\\tendCutoff = vec4(bCoord, bCoord);\\n\\t\\t\\tendCutoff.zw += vec2(-endJoinDirection.y, endJoinDirection.x)  / scaleRatio;\\n\\t\\t\\tendCutoff = endCutoff * scaleRatio.xyxy + translate.xyxy * viewport.zwzw;\\n\\t\\t\\tendCutoff += viewport.xyxy;\\n\\t\\t\\tendCutoff += endMiterWidth.xyxy;\\n\\t\\t}\\n\\t}\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nuniform sampler2D dashPattern;\\nuniform float dashSize, pixelRatio, thickness, opacity, id, miterMode;\\n\\nvarying vec4 fragColor;\\nvarying vec2 tangent;\\nvarying vec4 startCutoff, endCutoff;\\nvarying vec2 startCoord, endCoord;\\nvarying float enableStartMiter, enableEndMiter;\\n\\nfloat distToLine(vec2 p, vec2 a, vec2 b) {\\n\\tvec2 diff = b - a;\\n\\tvec2 perp = normalize(vec2(-diff.y, diff.x));\\n\\treturn dot(p - a, perp);\\n}\\n\\nvoid main() {\\n\\tfloat alpha = 1., distToStart, distToEnd;\\n\\tfloat cutoff = thickness * .5;\\n\\n\\t//bevel miter\\n\\tif (miterMode == 1.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToStart + 1., 0.), 1.);\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < -1.) {\\n\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\treturn;\\n\\t\\t\\t}\\n\\t\\t\\talpha *= min(max(distToEnd + 1., 0.), 1.);\\n\\t\\t}\\n\\t}\\n\\n\\t// round miter\\n\\telse if (miterMode == 2.) {\\n\\t\\tif (enableStartMiter == 1.) {\\n\\t\\t\\tdistToStart = distToLine(gl_FragCoord.xy, startCutoff.xy, startCutoff.zw);\\n\\t\\t\\tif (distToStart < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - startCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\n\\t\\tif (enableEndMiter == 1.) {\\n\\t\\t\\tdistToEnd = distToLine(gl_FragCoord.xy, endCutoff.xy, endCutoff.zw);\\n\\t\\t\\tif (distToEnd < 0.) {\\n\\t\\t\\t\\tfloat radius = length(gl_FragCoord.xy - endCoord);\\n\\n\\t\\t\\t\\tif(radius > cutoff + .5) {\\n\\t\\t\\t\\t\\tdiscard;\\n\\t\\t\\t\\t\\treturn;\\n\\t\\t\\t\\t}\\n\\n\\t\\t\\t\\talpha -= smoothstep(cutoff - .5, cutoff + .5, radius);\\n\\t\\t\\t}\\n\\t\\t}\\n\\t}\\n\\n\\tfloat t = fract(dot(tangent, gl_FragCoord.xy) / dashSize) * .5 + .25;\\n\\tfloat dash = texture2D(dashPattern, vec2(t, .5)).r;\\n\\n\\tgl_FragColor = fragColor;\\n\\tgl_FragColor.a *= alpha * opacity * dash;\\n}\\n\"]),attributes:{lineEnd:{buffer:r,divisor:0,stride:8,offset:0},lineTop:{buffer:r,divisor:0,stride:8,offset:4},aColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:0,divisor:1},bColor:{buffer:t.prop(\"colorBuffer\"),stride:4,offset:4,divisor:1},prevCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:0,divisor:1},aCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8,divisor:1},bCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:16,divisor:1},nextCoord:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:24,divisor:1}}},n))}catch(t){e=a}return{fill:t({primitive:\"triangle\",elements:function(t,e){return e.triangles},offset:0,vert:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute vec2 position, positionFract;\\n\\nuniform vec4 color;\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio, id;\\nuniform vec4 viewport;\\nuniform float opacity;\\n\\nvarying vec4 fragColor;\\n\\nconst float MAX_LINES = 256.;\\n\\nvoid main() {\\n\\tfloat depth = (MAX_LINES - 4. - id) / (MAX_LINES);\\n\\n\\tvec2 position = position * scale + translate\\n       + positionFract * scale + translateFract\\n       + position * scaleFract\\n       + positionFract * scaleFract;\\n\\n\\tgl_Position = vec4(position * 2.0 - 1.0, depth, 1);\\n\\n\\tfragColor = color / 255.;\\n\\tfragColor.a *= opacity;\\n}\\n\"]),frag:o([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n\\tgl_FragColor = fragColor;\\n}\\n\"]),uniforms:{scale:t.prop(\"scale\"),color:t.prop(\"fill\"),scaleFract:t.prop(\"scaleFract\"),translateFract:t.prop(\"translateFract\"),translate:t.prop(\"translate\"),opacity:t.prop(\"opacity\"),pixelRatio:t.context(\"pixelRatio\"),id:t.prop(\"id\"),viewport:function(t,e){return[e.viewport.x,e.viewport.y,t.viewportWidth,t.viewportHeight]}},attributes:{position:{buffer:t.prop(\"positionBuffer\"),stride:8,offset:8},positionFract:{buffer:t.prop(\"positionFractBuffer\"),stride:8,offset:8}},blend:n.blend,depth:{enable:!1},scissor:n.scissor,stencil:n.stencil,viewport:n.viewport}),rect:a,miter:e}},m.defaults={dashes:null,join:\"miter\",miterLimit:1,thickness:10,cap:\"square\",color:\"black\",opacity:1,overlay:!1,viewport:null,range:null,close:!1,fill:null},m.prototype.render=function(){for(var t,e=[],r=arguments.length;r--;)e[r]=arguments[r];e.length&&(t=this).update.apply(t,e),this.draw()},m.prototype.draw=function(){for(var t=this,e=[],r=arguments.length;r--;)e[r]=arguments[r];return(e.length?e:this.passes).forEach((function(e,r){var n;if(e&&Array.isArray(e))return(n=t).draw.apply(n,e);\"number\"==typeof e&&(e=t.passes[e]),e&&e.count>1&&e.opacity&&(t.regl._refresh(),e.fill&&e.triangles&&e.triangles.length>2&&t.shaders.fill(e),e.thickness&&(e.scale[0]*e.viewport.width>m.precisionThreshold||e.scale[1]*e.viewport.height>m.precisionThreshold||\"rect\"===e.join||!e.join&&(e.thickness<=2||e.count>=m.maxPoints)?t.shaders.rect(e):t.shaders.miter(e)))})),this},m.prototype.update=function(t){var e=this;if(t){null!=t.length?\"number\"==typeof t[0]&&(t=[{positions:t}]):Array.isArray(t)||(t=[t]);var r=this.regl,o=this.gl;if(t.forEach((function(t,h){var d=e.passes[h];if(void 0!==t)if(null!==t){if(\"number\"==typeof t[0]&&(t={positions:t}),t=s(t,{positions:\"positions points data coords\",thickness:\"thickness lineWidth lineWidths line-width linewidth width stroke-width strokewidth strokeWidth\",join:\"lineJoin linejoin join type mode\",miterLimit:\"miterlimit miterLimit\",dashes:\"dash dashes dasharray dash-array dashArray\",color:\"color colour stroke colors colours stroke-color strokeColor\",fill:\"fill fill-color fillColor\",opacity:\"alpha opacity\",overlay:\"overlay crease overlap intersect\",close:\"closed close closed-path closePath\",range:\"range dataBox\",viewport:\"viewport viewBox\",hole:\"holes hole hollow\"}),d||(e.passes[h]=d={id:h,scale:null,scaleFract:null,translate:null,translateFract:null,count:0,hole:[],depth:0,dashLength:1,dashTexture:r.texture({channels:1,data:new Uint8Array([255]),width:1,height:1,mag:\"linear\",min:\"linear\"}),colorBuffer:r.buffer({usage:\"dynamic\",type:\"uint8\",data:new Uint8Array}),positionBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array}),positionFractBuffer:r.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array})},t=i({},m.defaults,t)),null!=t.thickness&&(d.thickness=parseFloat(t.thickness)),null!=t.opacity&&(d.opacity=parseFloat(t.opacity)),null!=t.miterLimit&&(d.miterLimit=parseFloat(t.miterLimit)),null!=t.overlay&&(d.overlay=!!t.overlay,h<m.maxLines&&(d.depth=2*(m.maxLines-1-h%m.maxLines)/m.maxLines-1)),null!=t.join&&(d.join=t.join),null!=t.hole&&(d.hole=t.hole),null!=t.fill&&(d.fill=t.fill?n(t.fill,\"uint8\"):null),null!=t.viewport&&(d.viewport=g(t.viewport)),d.viewport||(d.viewport=g([o.drawingBufferWidth,o.drawingBufferHeight])),null!=t.close&&(d.close=t.close),null===t.positions&&(t.positions=[]),t.positions){var v,y;if(t.positions.x&&t.positions.y){var x=t.positions.x,b=t.positions.y;y=d.count=Math.max(x.length,b.length),v=new Float64Array(2*y);for(var _=0;_<y;_++)v[2*_]=x[_],v[2*_+1]=b[_]}else v=l(t.positions,\"float64\"),y=d.count=Math.floor(v.length/2);var w=d.bounds=a(v,2);if(d.fill){for(var T=[],k={},M=0,A=0,S=0,E=d.count;A<E;A++){var C=v[2*A],L=v[2*A+1];isNaN(C)||isNaN(L)||null==C||null==L?(C=v[2*M],L=v[2*M+1],k[A]=M):M=A,T[S++]=C,T[S++]=L}for(var P=c(T,d.hole||[]),I=0,z=P.length;I<z;I++)null!=k[P[I]]&&(P[I]=k[P[I]]);d.triangles=P}var O=new Float64Array(v);u(O,2,w);var D=new Float64Array(2*y+6);d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[0]=O[2*y-4],D[1]=O[2*y-3]):(D[0]=O[2*y-2],D[1]=O[2*y-1]):(D[0]=O[0],D[1]=O[1]),D.set(O,2),d.close?v[0]===v[2*y-2]&&v[1]===v[2*y-1]?(D[2*y+2]=O[2],D[2*y+3]=O[3],d.count-=1):(D[2*y+2]=O[0],D[2*y+3]=O[1],D[2*y+4]=O[2],D[2*y+5]=O[3]):(D[2*y+2]=O[2*y-2],D[2*y+3]=O[2*y-1],D[2*y+4]=O[2*y-2],D[2*y+5]=O[2*y-1]),d.positionBuffer(f(D)),d.positionFractBuffer(p(D))}if(t.range?d.range=t.range:d.range||(d.range=d.bounds),(t.range||t.positions)&&d.count){var R=d.bounds,F=R[2]-R[0],B=R[3]-R[1],N=d.range[2]-d.range[0],j=d.range[3]-d.range[1];d.scale=[F/N,B/j],d.translate=[-d.range[0]/N+R[0]/N||0,-d.range[1]/j+R[1]/j||0],d.scaleFract=p(d.scale),d.translateFract=p(d.translate)}if(t.dashes){var U,V=0;if(!t.dashes||t.dashes.length<2)V=1,U=new Uint8Array([255,255,255,255,255,255,255,255]);else{V=0;for(var q=0;q<t.dashes.length;++q)V+=t.dashes[q];U=new Uint8Array(V*m.dashMult);for(var H=0,G=255,Y=0;Y<2;Y++)for(var W=0;W<t.dashes.length;++W){for(var Z=0,X=t.dashes[W]*m.dashMult*.5;Z<X;++Z)U[H++]=G;G^=255}}d.dashLength=V,d.dashTexture({channels:1,data:U,width:U.length,height:1,mag:\"linear\",min:\"linear\"},0,0)}if(t.color){var J=d.count,K=t.color;K||(K=\"transparent\");var Q=new Uint8Array(4*J+4);if(Array.isArray(K)&&\"number\"!=typeof K[0]){for(var $=0;$<J;$++){var tt=n(K[$],\"uint8\");Q.set(tt,4*$)}Q.set(n(K[0],\"uint8\"),4*J)}else for(var et=n(K,\"uint8\"),rt=0;rt<J+1;rt++)Q.set(et,4*rt);d.colorBuffer({usage:\"dynamic\",type:\"uint8\",data:Q})}}else e.passes[h]=null})),t.length<this.passes.length){for(var h=t.length;h<this.passes.length;h++){var d=this.passes[h];d&&(d.colorBuffer.destroy(),d.positionBuffer.destroy(),d.dashTexture.destroy())}this.passes.length=t.length}for(var v=[],y=0;y<this.passes.length;y++)null!==this.passes[y]&&v.push(this.passes[y]);return this.passes=v,this}},m.prototype.destroy=function(){return this.passes.forEach((function(t){t.colorBuffer.destroy(),t.positionBuffer.destroy(),t.dashTexture.destroy()})),this.passes.length=0,this}},{\"array-bounds\":70,\"array-normalize\":71,\"color-normalize\":125,earcut:177,\"es6-weak-map\":233,\"flatten-vertex-data\":244,glslify:413,\"object-assign\":473,\"parse-rect\":478,\"pick-by-alias\":485,\"to-float32\":549}],510:[function(t,e,r){\"use strict\";function n(t,e){return function(t){if(Array.isArray(t))return t}(t)||function(t,e){if(\"undefined\"==typeof Symbol||!(Symbol.iterator in Object(t)))return;var r=[],n=!0,a=!1,i=void 0;try{for(var o,s=t[Symbol.iterator]();!(n=(o=s.next()).done)&&(r.push(o.value),!e||r.length!==e);n=!0);}catch(t){a=!0,i=t}finally{try{n||null==s.return||s.return()}finally{if(a)throw i}}return r}(t,e)||i(t,e)||function(){throw new TypeError(\"Invalid attempt to destructure non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function a(t){return function(t){if(Array.isArray(t))return o(t)}(t)||function(t){if(\"undefined\"!=typeof Symbol&&Symbol.iterator in Object(t))return Array.from(t)}(t)||i(t)||function(){throw new TypeError(\"Invalid attempt to spread non-iterable instance.\\nIn order to be iterable, non-array objects must have a [Symbol.iterator]() method.\")}()}function i(t,e){if(t){if(\"string\"==typeof t)return o(t,e);var r=Object.prototype.toString.call(t).slice(8,-1);return\"Object\"===r&&t.constructor&&(r=t.constructor.name),\"Map\"===r||\"Set\"===r?Array.from(t):\"Arguments\"===r||/^(?:Ui|I)nt(?:8|16|32)(?:Clamped)?Array$/.test(r)?o(t,e):void 0}}function o(t,e){(null==e||e>t.length)&&(e=t.length);for(var r=0,n=new Array(e);r<e;r++)n[r]=t[r];return n}var s=t(\"color-normalize\"),l=t(\"array-bounds\"),c=t(\"color-id\"),u=t(\"@plotly/point-cluster\"),h=t(\"object-assign\"),f=t(\"glslify\"),p=t(\"pick-by-alias\"),d=t(\"update-diff\"),g=t(\"flatten-vertex-data\"),m=t(\"is-iexplorer\"),v=t(\"to-float32\"),y=t(\"parse-rect\"),x=b;function b(t,e){var r=this;if(!(this instanceof b))return new b(t,e);\"function\"==typeof t?(e||(e={}),e.regl=t):(e=t,t=null),e&&e.length&&(e.positions=e);var n,a=(t=e.regl)._gl,i=[];this.tooManyColors=m,n=t.texture({data:new Uint8Array(1020),width:255,height:1,type:\"uint8\",format:\"rgba\",wrapS:\"clamp\",wrapT:\"clamp\",mag:\"nearest\",min:\"nearest\"}),h(this,{regl:t,gl:a,groups:[],markerCache:[null],markerTextures:[null],palette:i,paletteIds:{},paletteTexture:n,maxColors:255,maxSize:100,canvas:a.canvas}),this.update(e);var o={uniforms:{constPointSize:!!e.constPointSize,pixelRatio:t.context(\"pixelRatio\"),palette:n,paletteSize:function(t,e){return[r.tooManyColors?0:255,n.height]},scale:t.prop(\"scale\"),scaleFract:t.prop(\"scaleFract\"),translate:t.prop(\"translate\"),translateFract:t.prop(\"translateFract\"),opacity:t.prop(\"opacity\"),marker:t.prop(\"markerTexture\")},attributes:{x:function(t,e){return e.xAttr||{buffer:e.positionBuffer,stride:8,offset:0}},y:function(t,e){return e.yAttr||{buffer:e.positionBuffer,stride:8,offset:4}},xFract:function(t,e){return e.xAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:0}},yFract:function(t,e){return e.yAttr?{constant:[0,0]}:{buffer:e.positionFractBuffer,stride:8,offset:4}},size:function(t,e){return e.size.length?{buffer:e.sizeBuffer,stride:2,offset:0}:{constant:[Math.round(255*e.size/r.maxSize)]}},borderSize:function(t,e){return e.borderSize.length?{buffer:e.sizeBuffer,stride:2,offset:1}:{constant:[Math.round(255*e.borderSize/r.maxSize)]}},colorId:function(t,e){return e.color.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:0}:{constant:r.tooManyColors?i.slice(4*e.color,4*e.color+4):[e.color]}},borderColorId:function(t,e){return e.borderColor.length?{buffer:e.colorBuffer,stride:r.tooManyColors?8:4,offset:r.tooManyColors?4:2}:{constant:r.tooManyColors?i.slice(4*e.borderColor,4*e.borderColor+4):[e.borderColor]}},isActive:function(t,e){return!0===e.activation?{constant:[1]}:e.activation?e.activation:{constant:[0]}}},blend:{enable:!0,color:[0,0,0,1],func:{srcRGB:\"src alpha\",dstRGB:\"one minus src alpha\",srcAlpha:\"one minus dst alpha\",dstAlpha:\"one\"}},scissor:{enable:!0,box:t.prop(\"viewport\")},viewport:t.prop(\"viewport\"),stencil:{enable:!1},depth:{enable:!1},elements:t.prop(\"elements\"),count:t.prop(\"count\"),offset:t.prop(\"offset\"),primitive:\"points\"},s=h({},o);s.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nuniform sampler2D marker;\\nuniform float opacity;\\n\\nfloat smoothStep(float x, float y) {\\n  return 1.0 / (1.0 + exp(50.0*(x - y)));\\n}\\n\\nvoid main() {\\n  float dist = texture2D(marker, gl_PointCoord).r, delta = fragWidth;\\n\\n  // max-distance alpha\\n  if (dist < 0.003) discard;\\n\\n  // null-border case\\n  if (fragBorderColorLevel == fragColorLevel || fragBorderColor.a == 0.) {\\n    float colorAmt = smoothstep(.5 - delta, .5 + delta, dist);\\n    gl_FragColor = vec4(fragColor.rgb, colorAmt * fragColor.a * opacity);\\n  }\\n  else {\\n    float borderColorAmt = smoothstep(fragBorderColorLevel - delta, fragBorderColorLevel + delta, dist);\\n    float colorAmt = smoothstep(fragColorLevel - delta, fragColorLevel + delta, dist);\\n\\n    vec4 color = fragBorderColor;\\n    color.a *= borderColorAmt;\\n    color = mix(color, fragColor, colorAmt);\\n    color.a *= opacity;\\n\\n    gl_FragColor = color;\\n  }\\n\\n}\\n\"]),s.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract, paletteSize;\\nuniform float pixelRatio;\\nuniform bool constPointSize;\\nuniform sampler2D palette;\\n\\nconst float maxSize = 100.;\\nconst float borderLevel = .5;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragPointSize, fragBorderRadius, fragWidth, fragBorderColorLevel, fragColorLevel;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = 2. * size * pointSizeScale;\\n  fragPointSize = size * pixelRatio;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragColor = color;\\n  fragBorderColor = borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n\\n  fragBorderColorLevel = clamp(borderLevel - borderLevel * borderSize / size, 0., 1.);\\n  fragColorLevel = clamp(borderLevel + (1. - borderLevel) * borderSize / size, 0., 1.);\\n}\"]),this.drawMarker=t(s);var l=h({},o);l.frag=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor, fragBorderColor;\\n\\nuniform float opacity;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat smoothStep(float edge0, float edge1, float x) {\\n\\tfloat t;\\n\\tt = clamp((x - edge0) / (edge1 - edge0), 0.0, 1.0);\\n\\treturn t * t * (3.0 - 2.0 * t);\\n}\\n\\nvoid main() {\\n\\tfloat radius, alpha = 1.0, delta = fragWidth;\\n\\n\\tradius = length(2.0 * gl_PointCoord.xy - 1.0);\\n\\n\\tif (radius > 1.0 + delta) {\\n\\t\\tdiscard;\\n\\t}\\n\\n\\talpha -= smoothstep(1.0 - delta, 1.0 + delta, radius);\\n\\n\\tfloat borderRadius = fragBorderRadius;\\n\\tfloat ratio = smoothstep(borderRadius - delta, borderRadius + delta, radius);\\n\\tvec4 color = mix(fragColor, fragBorderColor, ratio);\\n\\tcolor.a *= alpha * opacity;\\n\\tgl_FragColor = color;\\n}\\n\"]),l.vert=f([\"precision highp float;\\n#define GLSLIFY 1\\n\\nattribute float x, y, xFract, yFract;\\nattribute float size, borderSize;\\nattribute vec4 colorId, borderColorId;\\nattribute float isActive;\\n\\nuniform vec2 scale, scaleFract, translate, translateFract;\\nuniform float pixelRatio;\\nuniform bool constPointSize;\\nuniform sampler2D palette;\\nuniform vec2 paletteSize;\\n\\nconst float maxSize = 100.;\\n\\nvarying vec4 fragColor, fragBorderColor;\\nvarying float fragBorderRadius, fragWidth;\\n\\nfloat pointSizeScale = (constPointSize) ? 2. : pixelRatio;\\n\\nbool isDirect = (paletteSize.x < 1.);\\n\\nvec4 getColor(vec4 id) {\\n  return isDirect ? id / 255. : texture2D(palette,\\n    vec2(\\n      (id.x + .5) / paletteSize.x,\\n      (id.y + .5) / paletteSize.y\\n    )\\n  );\\n}\\n\\nvoid main() {\\n  // ignore inactive points\\n  if (isActive == 0.) return;\\n\\n  vec2 position = vec2(x, y);\\n  vec2 positionFract = vec2(xFract, yFract);\\n\\n  vec4 color = getColor(colorId);\\n  vec4 borderColor = getColor(borderColorId);\\n\\n  float size = size * maxSize / 255.;\\n  float borderSize = borderSize * maxSize / 255.;\\n\\n  gl_PointSize = (size + borderSize) * pointSizeScale;\\n\\n  vec2 pos = (position + translate) * scale\\n      + (positionFract + translateFract) * scale\\n      + (position + translate) * scaleFract\\n      + (positionFract + translateFract) * scaleFract;\\n\\n  gl_Position = vec4(pos * 2. - 1., 0., 1.);\\n\\n  fragBorderRadius = 1. - 2. * borderSize / (size + borderSize);\\n  fragColor = color;\\n  fragBorderColor = borderColor.a == 0. || borderSize == 0. ? vec4(color.rgb, 0.) : borderColor;\\n  fragWidth = 1. / gl_PointSize;\\n}\\n\"]),m&&(l.frag=l.frag.replace(\"smoothstep\",\"smoothStep\"),s.frag=s.frag.replace(\"smoothstep\",\"smoothStep\")),this.drawCircle=t(l)}b.defaults={color:\"black\",borderColor:\"transparent\",borderSize:0,size:12,opacity:1,marker:void 0,viewport:null,range:null,pixelSize:null,count:0,offset:0,bounds:null,positions:[],snap:1e4},b.prototype.render=function(){return arguments.length&&this.update.apply(this,arguments),this.draw(),this},b.prototype.draw=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];var a=this.groups;if(1===r.length&&Array.isArray(r[0])&&(null===r[0][0]||Array.isArray(r[0][0]))&&(r=r[0]),this.regl._refresh(),r.length)for(var i=0;i<r.length;i++)this.drawItem(i,r[i]);else a.forEach((function(e,r){t.drawItem(r)}));return this},b.prototype.drawItem=function(t,e){var r=this.groups,n=r[t];if(\"number\"==typeof e&&(t=e,n=r[e],e=null),n&&n.count&&n.opacity){n.activation[0]&&this.drawCircle(this.getMarkerDrawOptions(0,n,e));for(var i=[],o=1;o<n.activation.length;o++)n.activation[o]&&(!0===n.activation[o]||n.activation[o].data.length)&&i.push.apply(i,a(this.getMarkerDrawOptions(o,n,e)));i.length&&this.drawMarker(i)}},b.prototype.getMarkerDrawOptions=function(t,e,r){var a=e.range,i=e.tree,o=e.viewport,s=e.activation,l=e.selectionBuffer,c=e.count;this.regl;if(!i)return r?[h({},e,{markerTexture:this.markerTextures[t],activation:s[t],count:r.length,elements:r,offset:0})]:[h({},e,{markerTexture:this.markerTextures[t],activation:s[t],offset:0})];var u=[],f=i.range(a,{lod:!0,px:[(a[2]-a[0])/o.width,(a[3]-a[1])/o.height]});if(r){for(var p=s[t].data,d=new Uint8Array(c),g=0;g<r.length;g++){var m=r[g];d[m]=p?p[m]:1}l.subdata(d)}for(var v=f.length;v--;){var y=n(f[v],2),x=y[0],b=y[1];u.push(h({},e,{markerTexture:this.markerTextures[t],activation:r?l:s[t],offset:x,count:b-x}))}return u},b.prototype.update=function(){for(var t=this,e=arguments.length,r=new Array(e),n=0;n<e;n++)r[n]=arguments[n];if(r.length){1===r.length&&Array.isArray(r[0])&&(r=r[0]);var a=this.groups,i=this.gl,o=this.regl,s=this.maxSize,c=this.maxColors,f=this.palette;this.groups=a=r.map((function(e,r){var n=a[r];if(void 0===e)return n;null===e?e={positions:null}:\"function\"==typeof e?e={ondraw:e}:\"number\"==typeof e[0]&&(e={positions:e}),null===(e=p(e,{positions:\"positions data points\",snap:\"snap cluster lod tree\",size:\"sizes size radius\",borderSize:\"borderSizes borderSize border-size bordersize borderWidth borderWidths border-width borderwidth stroke-width strokeWidth strokewidth outline\",color:\"colors color fill fill-color fillColor\",borderColor:\"borderColors borderColor stroke stroke-color strokeColor\",marker:\"markers marker shape\",range:\"range dataBox databox\",viewport:\"viewport viewPort viewBox viewbox\",opacity:\"opacity alpha transparency\",bounds:\"bound bounds boundaries limits\",tooManyColors:\"tooManyColors palette paletteMode optimizePalette enablePalette\"})).positions&&(e.positions=[]),null!=e.tooManyColors&&(t.tooManyColors=e.tooManyColors),n||(a[r]=n={id:r,scale:null,translate:null,scaleFract:null,translateFract:null,activation:[],selectionBuffer:o.buffer({data:new Uint8Array(0),usage:\"stream\",type:\"uint8\"}),sizeBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),colorBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"uint8\"}),positionBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"}),positionFractBuffer:o.buffer({data:new Uint8Array(0),usage:\"dynamic\",type:\"float\"})},e=h({},b.defaults,e)),e.positions&&!(\"marker\"in e)&&(e.marker=n.marker,delete n.marker),e.marker&&!(\"positions\"in e)&&(e.positions=n.positions,delete n.positions);var m=0,x=0;if(d(n,e,[{snap:!0,size:function(t,e){return null==t&&(t=b.defaults.size),m+=t&&t.length?1:0,t},borderSize:function(t,e){return null==t&&(t=b.defaults.borderSize),m+=t&&t.length?1:0,t},opacity:parseFloat,color:function(e,r){return null==e&&(e=b.defaults.color),e=t.updateColor(e),x++,e},borderColor:function(e,r){return null==e&&(e=b.defaults.borderColor),e=t.updateColor(e),x++,e},bounds:function(t,e,r){return\"range\"in r||(r.range=null),t},positions:function(t,e,r){var n=e.snap,a=e.positionBuffer,i=e.positionFractBuffer,s=e.selectionBuffer;if(t.x||t.y)return t.x.length?e.xAttr={buffer:o.buffer(t.x),offset:0,stride:4,count:t.x.length}:e.xAttr={buffer:t.x.buffer,offset:4*t.x.offset||0,stride:4*(t.x.stride||1),count:t.x.count},t.y.length?e.yAttr={buffer:o.buffer(t.y),offset:0,stride:4,count:t.y.length}:e.yAttr={buffer:t.y.buffer,offset:4*t.y.offset||0,stride:4*(t.y.stride||1),count:t.y.count},e.count=Math.max(e.xAttr.count,e.yAttr.count),t;t=g(t,\"float64\");var c=e.count=Math.floor(t.length/2),h=e.bounds=c?l(t,2):null;if(r.range||e.range||(delete e.range,r.range=h),r.marker||e.marker||(delete e.marker,r.marker=null),n&&(!0===n||c>n)?e.tree=u(t,{bounds:h}):n&&n.length&&(e.tree=n),e.tree){var f={primitive:\"points\",usage:\"static\",data:e.tree,type:\"uint32\"};e.elements?e.elements(f):e.elements=o.elements(f)}return a({data:v.float(t),usage:\"dynamic\"}),i({data:v.fract(t),usage:\"dynamic\"}),s({data:new Uint8Array(c),type:\"uint8\",usage:\"stream\"}),t}},{marker:function(e,r,n){var a=r.activation;if(a.forEach((function(t){return t&&t.destroy&&t.destroy()})),a.length=0,e&&\"number\"!=typeof e[0]){for(var i=[],s=0,l=Math.min(e.length,r.count);s<l;s++){var c=t.addMarker(e[s]);i[c]||(i[c]=new Uint8Array(r.count)),i[c][s]=1}for(var u=0;u<i.length;u++)if(i[u]){var h={data:i[u],type:\"uint8\",usage:\"static\"};a[u]?a[u](h):a[u]=o.buffer(h),a[u].data=i[u]}}else{a[t.addMarker(e)]=!0}return e},range:function(t,e,r){var n=e.bounds;if(n)return t||(t=n),e.scale=[1/(t[2]-t[0]),1/(t[3]-t[1])],e.translate=[-t[0],-t[1]],e.scaleFract=v.fract(e.scale),e.translateFract=v.fract(e.translate),t},viewport:function(t){return y(t||[i.drawingBufferWidth,i.drawingBufferHeight])}}]),m){var _=n,w=_.count,T=_.size,k=_.borderSize,M=_.sizeBuffer,A=new Uint8Array(2*w);if(T.length||k.length)for(var S=0;S<w;S++)A[2*S]=Math.round(255*(null==T[S]?T:T[S])/s),A[2*S+1]=Math.round(255*(null==k[S]?k:k[S])/s);M({data:A,usage:\"dynamic\"})}if(x){var E,C=n,L=C.count,P=C.color,I=C.borderColor,z=C.colorBuffer;if(t.tooManyColors){if(P.length||I.length){E=new Uint8Array(8*L);for(var O=0;O<L;O++){var D=P[O];E[8*O]=f[4*D],E[8*O+1]=f[4*D+1],E[8*O+2]=f[4*D+2],E[8*O+3]=f[4*D+3];var R=I[O];E[8*O+4]=f[4*R],E[8*O+5]=f[4*R+1],E[8*O+6]=f[4*R+2],E[8*O+7]=f[4*R+3]}}}else if(P.length||I.length){E=new Uint8Array(4*L+2);for(var F=0;F<L;F++)null!=P[F]&&(E[4*F]=P[F]%c,E[4*F+1]=Math.floor(P[F]/c)),null!=I[F]&&(E[4*F+2]=I[F]%c,E[4*F+3]=Math.floor(I[F]/c))}z({data:E||new Uint8Array(0),type:\"uint8\",usage:\"dynamic\"})}return n}))}},b.prototype.addMarker=function(t){var e,r=this.markerTextures,n=this.regl,a=this.markerCache,i=null==t?0:a.indexOf(t);if(i>=0)return i;if(t instanceof Uint8Array||t instanceof Uint8ClampedArray)e=t;else{e=new Uint8Array(t.length);for(var o=0,s=t.length;o<s;o++)e[o]=255*t[o]}var l=Math.floor(Math.sqrt(e.length));return i=r.length,a.push(t),r.push(n.texture({channels:1,data:e,radius:l,mag:\"linear\",min:\"linear\"})),i},b.prototype.updateColor=function(t){var e=this.paletteIds,r=this.palette,n=this.maxColors;Array.isArray(t)||(t=[t]);var a=[];if(\"number\"==typeof t[0]){var i=[];if(Array.isArray(t))for(var o=0;o<t.length;o+=4)i.push(t.slice(o,o+4));else for(var l=0;l<t.length;l+=4)i.push(t.subarray(l,l+4));t=i}for(var u=0;u<t.length;u++){var h=t[u];h=s(h,\"uint8\");var f=c(h,!1);if(null==e[f]){var p=r.length;e[f]=Math.floor(p/4),r[p]=h[0],r[p+1]=h[1],r[p+2]=h[2],r[p+3]=h[3]}a[u]=e[f]}return!this.tooManyColors&&r.length>4*n&&(this.tooManyColors=!0),this.updatePalette(r),1===a.length?a[0]:a},b.prototype.updatePalette=function(t){if(!this.tooManyColors){var e=this.maxColors,r=this.paletteTexture,n=Math.ceil(.25*t.length/e);if(n>1)for(var a=.25*(t=t.slice()).length%e;a<n*e;a++)t.push(0,0,0,0);r.height<n&&r.resize(e,n),r.subimage({width:Math.min(.25*t.length,e),height:n,data:t},0,0)}},b.prototype.destroy=function(){return 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o=(i+2)%3;e||(this.recalcMatrix(t),e=this.computedMatrix);var s=e[i],l=e[i+4],h=e[i+8];if(n){var f=Math.abs(s),p=Math.abs(l),d=Math.abs(h),g=Math.max(f,p,d);f===g?(s=s<0?-1:1,l=h=0):d===g?(h=h<0?-1:1,s=l=0):(l=l<0?-1:1,s=h=0)}else{var m=c(s,l,h);s/=m,l/=m,h/=m}var v,y,x=e[o],b=e[o+4],_=e[o+8],w=x*s+b*l+_*h,T=c(x-=s*w,b-=l*w,_-=h*w),k=l*(_/=T)-h*(b/=T),M=h*(x/=T)-s*_,A=s*b-l*x,S=c(k,M,A);if(k/=S,M/=S,A/=S,this.center.jump(t,H,G,Y),this.radius.idle(t),this.up.jump(t,s,l,h),this.right.jump(t,x,b,_),2===i){var E=e[1],C=e[5],L=e[9],P=E*x+C*b+L*_,I=E*k+C*M+L*A;v=R<0?-Math.PI/2:Math.PI/2,y=Math.atan2(I,P)}else{var z=e[2],O=e[6],D=e[10],R=z*s+O*l+D*h,F=z*x+O*b+D*_,B=z*k+O*M+D*A;v=Math.asin(u(R)),y=Math.atan2(B,F)}this.angle.jump(t,y,v),this.recalcMatrix(t);var N=e[2],j=e[6],U=e[10],V=this.computedMatrix;a(V,e);var q=V[15],H=V[12]/q,G=V[13]/q,Y=V[14]/q,W=Math.exp(this.computedRadius[0]);this.center.jump(t,H-N*W,G-j*W,Y-U*W)},p.lastT=function(){return 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i=Object.getOwnPropertyNames,o=Object.defineProperty,s=Object.isExtensible,l=\"weakmap:ident:\"+Math.random()+\"___\";if(\"undefined\"!=typeof crypto&&\"function\"==typeof crypto.getRandomValues&&\"function\"==typeof ArrayBuffer&&\"function\"==typeof Uint8Array){var c=new ArrayBuffer(25),u=new Uint8Array(c);crypto.getRandomValues(u),l=\"weakmap:rand:\"+Array.prototype.map.call(u,(function(t){return(t%36).toString(36)})).join(\"\")+\"___\"}if(o(Object,\"getOwnPropertyNames\",{value:function(t){return i(t).filter(m)}}),\"getPropertyNames\"in Object){var h=Object.getPropertyNames;o(Object,\"getPropertyNames\",{value:function(t){return h(t).filter(m)}})}!function(){var t=Object.freeze;o(Object,\"freeze\",{value:function(e){return v(e),t(e)}});var e=Object.seal;o(Object,\"seal\",{value:function(t){return v(t),e(t)}});var r=Object.preventExtensions;o(Object,\"preventExtensions\",{value:function(t){return v(t),r(t)}})}();var f=!1,p=0,d=function(){this instanceof d||x();var 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n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Coptic\",jdEpoch:1825029.5,daysPerMonth:[30,30,30,30,30,30,30,30,30,30,30,30,5],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Coptic\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Thout\",\"Paopi\",\"Hathor\",\"Koiak\",\"Tobi\",\"Meshir\",\"Paremhat\",\"Paremoude\",\"Pashons\",\"Paoni\",\"Epip\",\"Mesori\",\"Pi Kogi Enavot\"],monthNamesShort:[\"Tho\",\"Pao\",\"Hath\",\"Koi\",\"Tob\",\"Mesh\",\"Pat\",\"Pad\",\"Pash\",\"Pao\",\"Epi\",\"Meso\",\"PiK\"],dayNames:[\"Tkyriaka\",\"Pesnau\",\"Pshoment\",\"Peftoou\",\"Ptiou\",\"Psoou\",\"Psabbaton\"],dayNamesShort:[\"Tky\",\"Pes\",\"Psh\",\"Pef\",\"Pti\",\"Pso\",\"Psa\"],dayNamesMin:[\"Tk\",\"Pes\",\"Psh\",\"Pef\",\"Pt\",\"Pso\",\"Psa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return(t=e.year()+(e.year()<0?1:0))%4==3||t%4==-1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear),13},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(13===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return(t=a.year())<0&&t++,a.day()+30*(a.month()-1)+365*(t-1)+Math.floor(t/4)+this.jdEpoch-1},fromJD:function(t){var e=Math.floor(t)+.5-this.jdEpoch,r=Math.floor((e-Math.floor((e+366)/1461))/365)+1;r<=0&&r--,e=Math.floor(t)+.5-this.newDate(r,1,1).toJD();var n=Math.floor(e/30)+1,a=e-30*(n-1)+1;return this.newDate(r,n,a)}}),n.calendars.coptic=i},{\"../main\":593,\"object-assign\":473}],581:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Discworld\",jdEpoch:1721425.5,daysPerMonth:[16,32,32,32,32,32,32,32,32,32,32,32,32],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Discworld\",epochs:[\"BUC\",\"UC\"],monthNames:[\"Ick\",\"Offle\",\"February\",\"March\",\"April\",\"May\",\"June\",\"Grune\",\"August\",\"Spune\",\"Sektober\",\"Ember\",\"December\"],monthNamesShort:[\"Ick\",\"Off\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Gru\",\"Aug\",\"Spu\",\"Sek\",\"Emb\",\"Dec\"],dayNames:[\"Sunday\",\"Octeday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Oct\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Oc\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:2,isRTL:!1}},leapYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),13},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),400},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/8)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]},daysInWeek:function(){return 8},dayOfWeek:function(t,e,r){return(this._validate(t,e,r,n.local.invalidDate).day()+1)%8},weekDay:function(t,e,r){var n=this.dayOfWeek(t,e,r);return n>=2&&n<=6},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return{century:o[Math.floor((a.year()-1)/100)+1]||\"\"}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year()+(a.year()<0?1:0),e=a.month(),(r=a.day())+(e>1?16:0)+(e>2?32*(e-2):0)+400*(t-1)+this.jdEpoch-1},fromJD:function(t){t=Math.floor(t+.5)-Math.floor(this.jdEpoch)-1;var e=Math.floor(t/400)+1;t-=400*(e-1),t+=t>15?16:0;var r=Math.floor(t/32)+1,n=t-32*(r-1)+1;return this.newDate(e<=0?e-1:e,r,n)}});var o={20:\"Fruitbat\",21:\"Anchovy\"};n.calendars.discworld=i},{\"../main\":593,\"object-assign\":473}],582:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new 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i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Hebrew\",jdEpoch:347995.5,daysPerMonth:[30,29,30,29,30,29,30,29,30,29,30,29,29],hasYearZero:!1,minMonth:1,firstMonth:7,minDay:1,regionalOptions:{\"\":{name:\"Hebrew\",epochs:[\"BAM\",\"AM\"],monthNames:[\"Nisan\",\"Iyar\",\"Sivan\",\"Tammuz\",\"Av\",\"Elul\",\"Tishrei\",\"Cheshvan\",\"Kislev\",\"Tevet\",\"Shevat\",\"Adar\",\"Adar II\"],monthNamesShort:[\"Nis\",\"Iya\",\"Siv\",\"Tam\",\"Av\",\"Elu\",\"Tis\",\"Che\",\"Kis\",\"Tev\",\"She\",\"Ada\",\"Ad2\"],dayNames:[\"Yom Rishon\",\"Yom Sheni\",\"Yom Shlishi\",\"Yom Revi'i\",\"Yom Chamishi\",\"Yom Shishi\",\"Yom Shabbat\"],dayNamesShort:[\"Ris\",\"She\",\"Shl\",\"Rev\",\"Cha\",\"Shi\",\"Sha\"],dayNamesMin:[\"Ri\",\"She\",\"Shl\",\"Re\",\"Ch\",\"Shi\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return this._leapYear(e.year())},_leapYear:function(t){return o(7*(t=t<0?t+1:t)+1,19)<7},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),this._leapYear(t.year?t.year():t)?13:12},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){return t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),this.toJD(-1===t?1:t+1,7,1)-this.toJD(t,7,1)},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),12===e&&this.leapYear(t)||8===e&&5===o(this.daysInYear(t),10)?30:9===e&&3===o(this.daysInYear(t),10)?29:this.daysPerMonth[e-1]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return{yearType:(this.leapYear(a)?\"embolismic\":\"common\")+\" \"+[\"deficient\",\"regular\",\"complete\"][this.daysInYear(a)%10-3]}},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t<=0?t+1:t,o=this.jdEpoch+this._delay1(i)+this._delay2(i)+r+1;if(e<7){for(var s=7;s<=this.monthsInYear(t);s++)o+=this.daysInMonth(t,s);for(s=1;s<e;s++)o+=this.daysInMonth(t,s)}else for(s=7;s<e;s++)o+=this.daysInMonth(t,s);return o},_delay1:function(t){var e=Math.floor((235*t-234)/19),r=12084+13753*e,n=29*e+Math.floor(r/25920);return o(3*(n+1),7)<3&&n++,n},_delay2:function(t){var e=this._delay1(t-1),r=this._delay1(t);return this._delay1(t+1)-r==356?2:r-e==382?1:0},fromJD:function(t){t=Math.floor(t)+.5;for(var e=Math.floor(98496*(t-this.jdEpoch)/35975351)-1;t>=this.toJD(-1===e?1:e+1,7,1);)e++;for(var r=t<this.toJD(e,1,1)?7:1;t>this.toJD(e,r,this.daysInMonth(e,r));)r++;var n=t-this.toJD(e,r,1)+1;return 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n.add(4-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return t=a.year(),e=a.month(),r=a.day(),t<0&&t++,e<=2&&(t--,e+=12),Math.floor(365.25*(t+4716))+Math.floor(30.6001*(e+1))+r-1524.5},fromJD:function(t){var e=Math.floor(t+.5)+1524,r=Math.floor((e-122.1)/365.25),n=Math.floor(365.25*r),a=Math.floor((e-n)/30.6001),i=a-Math.floor(a<14?1:13),o=r-Math.floor(i>2?4716:4715),s=e-n-Math.floor(30.6001*a);return o<=0&&o--,this.newDate(o,i,s)}}),n.calendars.julian=i},{\"../main\":593,\"object-assign\":473}],586:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return 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this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),!1},formatYear:function(t){t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year();var e=Math.floor(t/400);return t%=400,t+=t<0?400:0,e+\".\"+Math.floor(t/20)+\".\"+t%20},forYear:function(t){if((t=t.split(\".\")).length<3)throw\"Invalid Mayan year\";for(var e=0,r=0;r<t.length;r++){var n=parseInt(t[r],10);if(Math.abs(n)>19||r>0&&n<0)throw\"Invalid Mayan year\";e=20*e+n}return e},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),18},weekOfYear:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),0},daysInYear:function(t){return this._validate(t,this.minMonth,this.minDay,n.local.invalidYear),360},daysInMonth:function(t,e){return this._validate(t,e,this.minDay,n.local.invalidMonth),20},daysInWeek:function(){return 5},dayOfWeek:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate).day()},weekDay:function(t,e,r){return this._validate(t,e,r,n.local.invalidDate),!0},extraInfo:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate).toJD(),i=this._toHaab(a),o=this._toTzolkin(a);return{haabMonthName:this.local.haabMonths[i[0]-1],haabMonth:i[0],haabDay:i[1],tzolkinDayName:this.local.tzolkinMonths[o[0]-1],tzolkinDay:o[0],tzolkinTrecena:o[1]}},_toHaab:function(t){var e=o((t-=this.jdEpoch)+8+340,365);return[Math.floor(e/20)+1,o(e,20)]},_toTzolkin:function(t){return[s((t-=this.jdEpoch)+20,20),s(t+4,13)]},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);return a.day()+20*a.month()+360*a.year()+this.jdEpoch},fromJD:function(t){t=Math.floor(t)+.5-this.jdEpoch;var e=Math.floor(t/360);t%=360,t+=t<0?360:0;var r=Math.floor(t/20),n=t%20;return this.newDate(e,r,n)}}),n.calendars.mayan=i},{\"../main\":593,\"object-assign\":473}],587:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar;var o=n.instance(\"gregorian\");a(i.prototype,{name:\"Nanakshahi\",jdEpoch:2257673.5,daysPerMonth:[31,31,31,31,31,30,30,30,30,30,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Nanakshahi\",epochs:[\"BN\",\"AN\"],monthNames:[\"Chet\",\"Vaisakh\",\"Jeth\",\"Harh\",\"Sawan\",\"Bhadon\",\"Assu\",\"Katak\",\"Maghar\",\"Poh\",\"Magh\",\"Phagun\"],monthNamesShort:[\"Che\",\"Vai\",\"Jet\",\"Har\",\"Saw\",\"Bha\",\"Ass\",\"Kat\",\"Mgr\",\"Poh\",\"Mgh\",\"Pha\"],dayNames:[\"Somvaar\",\"Mangalvar\",\"Budhvaar\",\"Veervaar\",\"Shukarvaar\",\"Sanicharvaar\",\"Etvaar\"],dayNamesShort:[\"Som\",\"Mangal\",\"Budh\",\"Veer\",\"Shukar\",\"Sanichar\",\"Et\"],dayNamesMin:[\"So\",\"Ma\",\"Bu\",\"Ve\",\"Sh\",\"Sa\",\"Et\"],digits:null,dateFormat:\"dd-mm-yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear||n.regionalOptions[\"\"].invalidYear);return o.leapYear(e.year()+(e.year()<1?1:0)+1469)},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(1-(n.dayOfWeek()||7),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidMonth);(t=a.year())<0&&t++;for(var i=a.day(),s=1;s<a.month();s++)i+=this.daysPerMonth[s-1];return i+o.toJD(t+1468,3,13)},fromJD:function(t){t=Math.floor(t+.5);for(var e=Math.floor((t-(this.jdEpoch-1))/366);t>=this.toJD(e+1,1,1);)e++;for(var r=t-Math.floor(this.toJD(e,1,1)+.5)+1,n=1;r>this.daysInMonth(e,n);)r-=this.daysInMonth(e,n),n++;return this.newDate(e,n,r)}}),n.calendars.nanakshahi=i},{\"../main\":593,\"object-assign\":473}],588:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Nepali\",jdEpoch:1700709.5,daysPerMonth:[31,31,32,32,31,30,30,29,30,29,30,30],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,daysPerYear:365,regionalOptions:{\"\":{name:\"Nepali\",epochs:[\"BBS\",\"ABS\"],monthNames:[\"Baisakh\",\"Jestha\",\"Ashadh\",\"Shrawan\",\"Bhadra\",\"Ashwin\",\"Kartik\",\"Mangsir\",\"Paush\",\"Mangh\",\"Falgun\",\"Chaitra\"],monthNamesShort:[\"Bai\",\"Je\",\"As\",\"Shra\",\"Bha\",\"Ash\",\"Kar\",\"Mang\",\"Pau\",\"Ma\",\"Fal\",\"Chai\"],dayNames:[\"Aaitabaar\",\"Sombaar\",\"Manglbaar\",\"Budhabaar\",\"Bihibaar\",\"Shukrabaar\",\"Shanibaar\"],dayNamesShort:[\"Aaita\",\"Som\",\"Mangl\",\"Budha\",\"Bihi\",\"Shukra\",\"Shani\"],dayNamesMin:[\"Aai\",\"So\",\"Man\",\"Bu\",\"Bi\",\"Shu\",\"Sha\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:1,isRTL:!1}},leapYear:function(t){return this.daysInYear(t)!==this.daysPerYear},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){if(t=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear).year(),\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[t])return this.daysPerYear;for(var e=0,r=this.minMonth;r<=12;r++)e+=this.NEPALI_CALENDAR_DATA[t][r];return e},daysInMonth:function(t,e){return t.year&&(e=t.month(),t=t.year()),this._validate(t,e,this.minDay,n.local.invalidMonth),\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[t]?this.daysPerMonth[e-1]:this.NEPALI_CALENDAR_DATA[t][e]},weekDay:function(t,e,r){return 6!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=n.instance(),o=0,s=e,l=t;this._createMissingCalendarData(t);var c=t-(s>9||9===s&&r>=this.NEPALI_CALENDAR_DATA[l][0]?56:57);for(9!==e&&(o=r,s--);9!==s;)s<=0&&(s=12,l--),o+=this.NEPALI_CALENDAR_DATA[l][s],s--;return 9===e?(o+=r-this.NEPALI_CALENDAR_DATA[l][0])<0&&(o+=i.daysInYear(c)):o+=this.NEPALI_CALENDAR_DATA[l][9]-this.NEPALI_CALENDAR_DATA[l][0],i.newDate(c,1,1).add(o,\"d\").toJD()},fromJD:function(t){var e=n.instance().fromJD(t),r=e.year(),a=e.dayOfYear(),i=r+56;this._createMissingCalendarData(i);for(var o=9,s=this.NEPALI_CALENDAR_DATA[i][0],l=this.NEPALI_CALENDAR_DATA[i][o]-s+1;a>l;)++o>12&&(o=1,i++),l+=this.NEPALI_CALENDAR_DATA[i][o];var c=this.NEPALI_CALENDAR_DATA[i][o]-(l-a);return this.newDate(i,o,c)},_createMissingCalendarData:function(t){var e=this.daysPerMonth.slice(0);e.unshift(17);for(var r=t-1;r<t+2;r++)\"undefined\"==typeof this.NEPALI_CALENDAR_DATA[r]&&(this.NEPALI_CALENDAR_DATA[r]=e)},NEPALI_CALENDAR_DATA:{1970:[18,31,31,32,31,31,31,30,29,30,29,30,30],1971:[18,31,31,32,31,32,30,30,29,30,29,30,30],1972:[17,31,32,31,32,31,30,30,30,29,29,30,30],1973:[19,30,32,31,32,31,30,30,30,29,30,29,31],1974:[19,31,31,32,30,31,31,30,29,30,29,30,30],1975:[18,31,31,32,32,30,31,30,29,30,29,30,30],1976:[17,31,32,31,32,31,30,30,30,29,29,30,31],1977:[18,31,32,31,32,31,31,29,30,29,30,29,31],1978:[18,31,31,32,31,31,31,30,29,30,29,30,30],1979:[18,31,31,32,32,31,30,30,29,30,29,30,30],1980:[17,31,32,31,32,31,30,30,30,29,29,30,31],1981:[18,31,31,31,32,31,31,29,30,30,29,30,30],1982:[18,31,31,32,31,31,31,30,29,30,29,30,30],1983:[18,31,31,32,32,31,30,30,29,30,29,30,30],1984:[17,31,32,31,32,31,30,30,30,29,29,30,31],1985:[18,31,31,31,32,31,31,29,30,30,29,30,30],1986:[18,31,31,32,31,31,31,30,29,30,29,30,30],1987:[18,31,32,31,32,31,30,30,29,30,29,30,30],1988:[17,31,32,31,32,31,30,30,30,29,29,30,31],1989:[18,31,31,31,32,31,31,30,29,30,29,30,30],1990:[18,31,31,32,31,31,31,30,29,30,29,30,30],1991:[18,31,32,31,32,31,30,30,29,30,29,30,30],1992:[17,31,32,31,32,31,30,30,30,29,30,29,31],1993:[18,31,31,31,32,31,31,30,29,30,29,30,30],1994:[18,31,31,32,31,31,31,30,29,30,29,30,30],1995:[17,31,32,31,32,31,30,30,30,29,29,30,30],1996:[17,31,32,31,32,31,30,30,30,29,30,29,31],1997:[18,31,31,32,31,31,31,30,29,30,29,30,30],1998:[18,31,31,32,31,31,31,30,29,30,29,30,30],1999:[17,31,32,31,32,31,30,30,30,29,29,30,31],2e3:[17,30,32,31,32,31,30,30,30,29,30,29,31],2001:[18,31,31,32,31,31,31,30,29,30,29,30,30],2002:[18,31,31,32,32,31,30,30,29,30,29,30,30],2003:[17,31,32,31,32,31,30,30,30,29,29,30,31],2004:[17,30,32,31,32,31,30,30,30,29,30,29,31],2005:[18,31,31,32,31,31,31,30,29,30,29,30,30],2006:[18,31,31,32,32,31,30,30,29,30,29,30,30],2007:[17,31,32,31,32,31,30,30,30,29,29,30,31],2008:[17,31,31,31,32,31,31,29,30,30,29,29,31],2009:[18,31,31,32,31,31,31,30,29,30,29,30,30],2010:[18,31,31,32,32,31,30,30,29,30,29,30,30],2011:[17,31,32,31,32,31,30,30,30,29,29,30,31],2012:[17,31,31,31,32,31,31,29,30,30,29,30,30],2013:[18,31,31,32,31,31,31,30,29,30,29,30,30],2014:[18,31,31,32,32,31,30,30,29,30,29,30,30],2015:[17,31,32,31,32,31,30,30,30,29,29,30,31],2016:[17,31,31,31,32,31,31,29,30,30,29,30,30],2017:[18,31,31,32,31,31,31,30,29,30,29,30,30],2018:[18,31,32,31,32,31,30,30,29,30,29,30,30],2019:[17,31,32,31,32,31,30,30,30,29,30,29,31],2020:[17,31,31,31,32,31,31,30,29,30,29,30,30],2021:[18,31,31,32,31,31,31,30,29,30,29,30,30],2022:[17,31,32,31,32,31,30,30,30,29,29,30,30],2023:[17,31,32,31,32,31,30,30,30,29,30,29,31],2024:[17,31,31,31,32,31,31,30,29,30,29,30,30],2025:[18,31,31,32,31,31,31,30,29,30,29,30,30],2026:[17,31,32,31,32,31,30,30,30,29,29,30,31],2027:[17,30,32,31,32,31,30,30,30,29,30,29,31],2028:[17,31,31,32,31,31,31,30,29,30,29,30,30],2029:[18,31,31,32,31,32,30,30,29,30,29,30,30],2030:[17,31,32,31,32,31,30,30,30,30,30,30,31],2031:[17,31,32,31,32,31,31,31,31,31,31,31,31],2032:[17,32,32,32,32,32,32,32,32,32,32,32,32],2033:[18,31,31,32,32,31,30,30,29,30,29,30,30],2034:[17,31,32,31,32,31,30,30,30,29,29,30,31],2035:[17,30,32,31,32,31,31,29,30,30,29,29,31],2036:[17,31,31,32,31,31,31,30,29,30,29,30,30],2037:[18,31,31,32,32,31,30,30,29,30,29,30,30],2038:[17,31,32,31,32,31,30,30,30,29,29,30,31],2039:[17,31,31,31,32,31,31,29,30,30,29,30,30],2040:[17,31,31,32,31,31,31,30,29,30,29,30,30],2041:[18,31,31,32,32,31,30,30,29,30,29,30,30],2042:[17,31,32,31,32,31,30,30,30,29,29,30,31],2043:[17,31,31,31,32,31,31,29,30,30,29,30,30],2044:[17,31,31,32,31,31,31,30,29,30,29,30,30],2045:[18,31,32,31,32,31,30,30,29,30,29,30,30],2046:[17,31,32,31,32,31,30,30,30,29,29,30,31],2047:[17,31,31,31,32,31,31,30,29,30,29,30,30],2048:[17,31,31,32,31,31,31,30,29,30,29,30,30],2049:[17,31,32,31,32,31,30,30,30,29,29,30,30],2050:[17,31,32,31,32,31,30,30,30,29,30,29,31],2051:[17,31,31,31,32,31,31,30,29,30,29,30,30],2052:[17,31,31,32,31,31,31,30,29,30,29,30,30],2053:[17,31,32,31,32,31,30,30,30,29,29,30,30],2054:[17,31,32,31,32,31,30,30,30,29,30,29,31],2055:[17,31,31,32,31,31,31,30,29,30,30,29,30],2056:[17,31,31,32,31,32,30,30,29,30,29,30,30],2057:[17,31,32,31,32,31,30,30,30,29,29,30,31],2058:[17,30,32,31,32,31,30,30,30,29,30,29,31],2059:[17,31,31,32,31,31,31,30,29,30,29,30,30],2060:[17,31,31,32,32,31,30,30,29,30,29,30,30],2061:[17,31,32,31,32,31,30,30,30,29,29,30,31],2062:[17,30,32,31,32,31,31,29,30,29,30,29,31],2063:[17,31,31,32,31,31,31,30,29,30,29,30,30],2064:[17,31,31,32,32,31,30,30,29,30,29,30,30],2065:[17,31,32,31,32,31,30,30,30,29,29,30,31],2066:[17,31,31,31,32,31,31,29,30,30,29,29,31],2067:[17,31,31,32,31,31,31,30,29,30,29,30,30],2068:[17,31,31,32,32,31,30,30,29,30,29,30,30],2069:[17,31,32,31,32,31,30,30,30,29,29,30,31],2070:[17,31,31,31,32,31,31,29,30,30,29,30,30],2071:[17,31,31,32,31,31,31,30,29,30,29,30,30],2072:[17,31,32,31,32,31,30,30,29,30,29,30,30],2073:[17,31,32,31,32,31,30,30,30,29,29,30,31],2074:[17,31,31,31,32,31,31,30,29,30,29,30,30],2075:[17,31,31,32,31,31,31,30,29,30,29,30,30],2076:[16,31,32,31,32,31,30,30,30,29,29,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n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}function o(t,e){return t-e*Math.floor(t/e)}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"Persian\",jdEpoch:1948320.5,daysPerMonth:[31,31,31,31,31,31,30,30,30,30,30,29],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Persian\",epochs:[\"BP\",\"AP\"],monthNames:[\"Farvardin\",\"Ordibehesht\",\"Khordad\",\"Tir\",\"Mordad\",\"Shahrivar\",\"Mehr\",\"Aban\",\"Azar\",\"Day\",\"Bahman\",\"Esfand\"],monthNamesShort:[\"Far\",\"Ord\",\"Kho\",\"Tir\",\"Mor\",\"Sha\",\"Meh\",\"Aba\",\"Aza\",\"Day\",\"Bah\",\"Esf\"],dayNames:[\"Yekshambe\",\"Doshambe\",\"Seshambe\",\"Ch\\xe6harshambe\",\"Panjshambe\",\"Jom'e\",\"Shambe\"],dayNamesShort:[\"Yek\",\"Do\",\"Se\",\"Ch\\xe6\",\"Panj\",\"Jom\",\"Sha\"],dayNamesMin:[\"Ye\",\"Do\",\"Se\",\"Ch\",\"Pa\",\"Jo\",\"Sh\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 682*((e.year()-(e.year()>0?474:473))%2820+474+38)%2816<682},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-(n.dayOfWeek()+1)%7,\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(12===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=a.year(),e=a.month(),r=a.day();var i=t-(t>=0?474:473),s=474+o(i,2820);return r+(e<=7?31*(e-1):30*(e-1)+6)+Math.floor((682*s-110)/2816)+365*(s-1)+1029983*Math.floor(i/2820)+this.jdEpoch-1},fromJD:function(t){var e=(t=Math.floor(t)+.5)-this.toJD(475,1,1),r=Math.floor(e/1029983),n=o(e,1029983),a=2820;if(1029982!==n){var i=Math.floor(n/366),s=o(n,366);a=Math.floor((2134*i+2816*s+2815)/1028522)+i+1}var l=a+2820*r+474;l=l<=0?l-1:l;var c=t-this.toJD(l,1,1)+1,u=c<=186?Math.ceil(c/31):Math.ceil((c-6)/30),h=t-this.toJD(l,u,1)+1;return this.newDate(l,u,h)}}),n.calendars.persian=i,n.calendars.jalali=i},{\"../main\":593,\"object-assign\":473}],590:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,a(o.prototype,{name:\"Taiwan\",jdEpoch:2419402.5,yearsOffset:1911,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Taiwan\",epochs:[\"BROC\",\"ROC\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:1,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)},_g2tYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)}}),n.calendars.taiwan=o},{\"../main\":593,\"object-assign\":473}],591:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\"),i=n.instance();function o(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}o.prototype=new n.baseCalendar,a(o.prototype,{name:\"Thai\",jdEpoch:1523098.5,yearsOffset:543,daysPerMonth:[31,28,31,30,31,30,31,31,30,31,30,31],hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Thai\",epochs:[\"BBE\",\"BE\"],monthNames:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],monthNamesShort:[\"Jan\",\"Feb\",\"Mar\",\"Apr\",\"May\",\"Jun\",\"Jul\",\"Aug\",\"Sep\",\"Oct\",\"Nov\",\"Dec\"],dayNames:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],dayNamesShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"],dayNamesMin:[\"Su\",\"Mo\",\"Tu\",\"We\",\"Th\",\"Fr\",\"Sa\"],digits:null,dateFormat:\"dd/mm/yyyy\",firstDay:0,isRTL:!1}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(e.year());return i.leapYear(t)},weekOfYear:function(t,e,r){var a=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);t=this._t2gYear(a.year());return i.weekOfYear(t,a.month(),a.day())},daysInMonth:function(t,e){var r=this._validate(t,e,this.minDay,n.local.invalidMonth);return this.daysPerMonth[r.month()-1]+(2===r.month()&&this.leapYear(r.year())?1:0)},weekDay:function(t,e,r){return(this.dayOfWeek(t,e,r)||7)<6},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate);t=this._t2gYear(a.year());return i.toJD(t,a.month(),a.day())},fromJD:function(t){var e=i.fromJD(t),r=this._g2tYear(e.year());return this.newDate(r,e.month(),e.day())},_t2gYear:function(t){return t-this.yearsOffset-(t>=1&&t<=this.yearsOffset?1:0)},_g2tYear:function(t){return t+this.yearsOffset+(t>=-this.yearsOffset&&t<=-1?1:0)}}),n.calendars.thai=o},{\"../main\":593,\"object-assign\":473}],592:[function(t,e,r){var n=t(\"../main\"),a=t(\"object-assign\");function i(t){this.local=this.regionalOptions[t||\"\"]||this.regionalOptions[\"\"]}i.prototype=new n.baseCalendar,a(i.prototype,{name:\"UmmAlQura\",hasYearZero:!1,minMonth:1,firstMonth:1,minDay:1,regionalOptions:{\"\":{name:\"Umm al-Qura\",epochs:[\"BH\",\"AH\"],monthNames:[\"Al-Muharram\",\"Safar\",\"Rabi' al-awwal\",\"Rabi' Al-Thani\",\"Jumada Al-Awwal\",\"Jumada Al-Thani\",\"Rajab\",\"Sha'aban\",\"Ramadan\",\"Shawwal\",\"Dhu al-Qi'dah\",\"Dhu al-Hijjah\"],monthNamesShort:[\"Muh\",\"Saf\",\"Rab1\",\"Rab2\",\"Jum1\",\"Jum2\",\"Raj\",\"Sha'\",\"Ram\",\"Shaw\",\"DhuQ\",\"DhuH\"],dayNames:[\"Yawm al-Ahad\",\"Yawm al-Ithnain\",\"Yawm al-Thal\\u0101th\\u0101\\u2019\",\"Yawm al-Arba\\u2018\\u0101\\u2019\",\"Yawm al-Kham\\u012bs\",\"Yawm al-Jum\\u2018a\",\"Yawm al-Sabt\"],dayNamesMin:[\"Ah\",\"Ith\",\"Th\",\"Ar\",\"Kh\",\"Ju\",\"Sa\"],digits:null,dateFormat:\"yyyy/mm/dd\",firstDay:6,isRTL:!0}},leapYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,n.local.invalidYear);return 355===this.daysInYear(e.year())},weekOfYear:function(t,e,r){var n=this.newDate(t,e,r);return n.add(-n.dayOfWeek(),\"d\"),Math.floor((n.dayOfYear()-1)/7)+1},daysInYear:function(t){for(var e=0,r=1;r<=12;r++)e+=this.daysInMonth(t,r);return e},daysInMonth:function(t,e){for(var r=this._validate(t,e,this.minDay,n.local.invalidMonth).toJD()-24e5+.5,a=0,i=0;i<o.length;i++){if(o[i]>r)return o[a]-o[a-1];a++}return 30},weekDay:function(t,e,r){return 5!==this.dayOfWeek(t,e,r)},toJD:function(t,e,r){var a=this._validate(t,e,r,n.local.invalidDate),i=12*(a.year()-1)+a.month()-15292;return a.day()+o[i-1]-1+24e5-.5},fromJD:function(t){for(var e=t-24e5+.5,r=0,n=0;n<o.length&&!(o[n]>e);n++)r++;var a=r+15292,i=Math.floor((a-1)/12),s=i+1,l=a-12*i,c=e-o[r-1]+1;return this.newDate(s,l,c)},isValid:function(t,e,r){var a=n.baseCalendar.prototype.isValid.apply(this,arguments);return a&&(a=(t=null!=t.year?t.year:t)>=1276&&t<=1500),a},_validate:function(t,e,r,a){var i=n.baseCalendar.prototype._validate.apply(this,arguments);if(i.year<1276||i.year>1500)throw a.replace(/\\{0\\}/,this.local.name);return i}}),n.calendars.ummalqura=i;var 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n=t(\"object-assign\");function a(){this.regionalOptions=[],this.regionalOptions[\"\"]={invalidCalendar:\"Calendar {0} not found\",invalidDate:\"Invalid {0} date\",invalidMonth:\"Invalid {0} month\",invalidYear:\"Invalid {0} year\",differentCalendars:\"Cannot mix {0} and {1} dates\"},this.local=this.regionalOptions[\"\"],this.calendars={},this._localCals={}}function i(t,e,r,n){if(this._calendar=t,this._year=e,this._month=r,this._day=n,0===this._calendar._validateLevel&&!this._calendar.isValid(this._year,this._month,this._day))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name)}function o(t,e){return\"000000\".substring(0,e-(t=\"\"+t).length)+t}function s(){this.shortYearCutoff=\"+10\"}function l(t){this.local=this.regionalOptions[t]||this.regionalOptions[\"\"]}n(a.prototype,{instance:function(t,e){t=(t||\"gregorian\").toLowerCase(),e=e||\"\";var r=this._localCals[t+\"-\"+e];if(!r&&this.calendars[t]&&(r=new this.calendars[t](e),this._localCals[t+\"-\"+e]=r),!r)throw(this.local.invalidCalendar||this.regionalOptions[\"\"].invalidCalendar).replace(/\\{0\\}/,t);return r},newDate:function(t,e,r,n,a){return(n=(null!=t&&t.year?t.calendar():\"string\"==typeof n?this.instance(n,a):n)||this.instance()).newDate(t,e,r)},substituteDigits:function(t){return function(e){return(e+\"\").replace(/[0-9]/g,(function(e){return t[e]}))}},substituteChineseDigits:function(t,e){return function(r){for(var n=\"\",a=0;r>0;){var i=r%10;n=(0===i?\"\":t[i]+e[a])+n,a++,r=Math.floor(r/10)}return 0===n.indexOf(t[1]+e[1])&&(n=n.substr(1)),n||t[0]}}}),n(i.prototype,{newDate:function(t,e,r){return this._calendar.newDate(null==t?this:t,e,r)},year:function(t){return 0===arguments.length?this._year:this.set(t,\"y\")},month:function(t){return 0===arguments.length?this._month:this.set(t,\"m\")},day:function(t){return 0===arguments.length?this._day:this.set(t,\"d\")},date:function(t,e,r){if(!this._calendar.isValid(t,e,r))throw(c.local.invalidDate||c.regionalOptions[\"\"].invalidDate).replace(/\\{0\\}/,this._calendar.local.name);return this._year=t,this._month=e,this._day=r,this},leapYear:function(){return this._calendar.leapYear(this)},epoch:function(){return this._calendar.epoch(this)},formatYear:function(){return this._calendar.formatYear(this)},monthOfYear:function(){return this._calendar.monthOfYear(this)},weekOfYear:function(){return this._calendar.weekOfYear(this)},daysInYear:function(){return this._calendar.daysInYear(this)},dayOfYear:function(){return this._calendar.dayOfYear(this)},daysInMonth:function(){return this._calendar.daysInMonth(this)},dayOfWeek:function(){return this._calendar.dayOfWeek(this)},weekDay:function(){return this._calendar.weekDay(this)},extraInfo:function(){return this._calendar.extraInfo(this)},add:function(t,e){return this._calendar.add(this,t,e)},set:function(t,e){return this._calendar.set(this,t,e)},compareTo:function(t){if(this._calendar.name!==t._calendar.name)throw(c.local.differentCalendars||c.regionalOptions[\"\"].differentCalendars).replace(/\\{0\\}/,this._calendar.local.name).replace(/\\{1\\}/,t._calendar.local.name);var e=this._year!==t._year?this._year-t._year:this._month!==t._month?this.monthOfYear()-t.monthOfYear():this._day-t._day;return 0===e?0:e<0?-1:1},calendar:function(){return this._calendar},toJD:function(){return this._calendar.toJD(this)},fromJD:function(t){return this._calendar.fromJD(t)},toJSDate:function(){return this._calendar.toJSDate(this)},fromJSDate:function(t){return this._calendar.fromJSDate(t)},toString:function(){return(this.year()<0?\"-\":\"\")+o(Math.abs(this.year()),4)+\"-\"+o(this.month(),2)+\"-\"+o(this.day(),2)}}),n(s.prototype,{_validateLevel:0,newDate:function(t,e,r){return null==t?this.today():(t.year&&(this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),r=t.day(),e=t.month(),t=t.year()),new i(this,t,e,r))},today:function(){return this.fromJSDate(new Date)},epoch:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear).year()<0?this.local.epochs[0]:this.local.epochs[1]},formatYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return(e.year()<0?\"-\":\"\")+o(Math.abs(e.year()),4)},monthsInYear:function(t){return this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear),12},monthOfYear:function(t,e){var r=this._validate(t,e,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth);return(r.month()+this.monthsInYear(r)-this.firstMonth)%this.monthsInYear(r)+this.minMonth},fromMonthOfYear:function(t,e){var r=(e+this.firstMonth-2*this.minMonth)%this.monthsInYear(t)+this.minMonth;return this._validate(t,r,this.minDay,c.local.invalidMonth||c.regionalOptions[\"\"].invalidMonth),r},daysInYear:function(t){var e=this._validate(t,this.minMonth,this.minDay,c.local.invalidYear||c.regionalOptions[\"\"].invalidYear);return this.leapYear(e)?366:365},dayOfYear:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return n.toJD()-this.newDate(n.year(),this.fromMonthOfYear(n.year(),this.minMonth),this.minDay).toJD()+1},daysInWeek:function(){return 7},dayOfWeek:function(t,e,r){var n=this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate);return(Math.floor(this.toJD(n))+2)%this.daysInWeek()},extraInfo:function(t,e,r){return this._validate(t,e,r,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),{}},add:function(t,e,r){return this._validate(t,this.minMonth,this.minDay,c.local.invalidDate||c.regionalOptions[\"\"].invalidDate),this._correctAdd(t,this._add(t,e,r),e,r)},_add:function(t,e,r){if(this._validateLevel++,\"d\"===r||\"w\"===r){var n=t.toJD()+e*(\"w\"===r?this.daysInWeek():1),a=t.calendar().fromJD(n);return this._validateLevel--,[a.year(),a.month(),a.day()]}try{var i=t.year()+(\"y\"===r?e:0),o=t.monthOfYear()+(\"m\"===r?e:0);a=t.day();\"y\"===r?(t.month()!==this.fromMonthOfYear(i,o)&&(o=this.newDate(i,t.month(),this.minDay).monthOfYear()),o=Math.min(o,this.monthsInYear(i)),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o)))):\"m\"===r&&(!function(t){for(;o<t.minMonth;)i--,o+=t.monthsInYear(i);for(var e=t.monthsInYear(i);o>e-1+t.minMonth;)i++,o-=e,e=t.monthsInYear(i)}(this),a=Math.min(a,this.daysInMonth(i,this.fromMonthOfYear(i,o))));var s=[i,this.fromMonthOfYear(i,o),a];return this._validateLevel--,s}catch(t){throw 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l,c,u=t._fullLayout.annotations,h=e._id.charAt(0),f=0;f<u.length;f++)l=u[f],c=\"annotations[\"+f+\"].\",l[h+\"ref\"]===e._id&&p(h),l[\"a\"+h+\"ref\"]===e._id&&p(\"a\"+h);function p(t){var r=l[t],s=null;s=o?a(r,e.range):Math.pow(10,r),n(s)||(s=null),i(c+t,s)}}},{\"../../lib/to_log_range\":775,\"fast-isnumeric\":241}],603:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../plots/cartesian/axes\"),i=t(\"../../plots/array_container_defaults\"),o=t(\"./common_defaults\"),s=t(\"./attributes\");function l(t,e,r){function i(r,a){return n.coerce(t,e,s,r,a)}var l=i(\"visible\"),c=i(\"clicktoshow\");if(l||c){o(t,e,r,i);for(var u=e.showarrow,h=[\"x\",\"y\"],f=[-10,-30],p={_fullLayout:r},d=0;d<2;d++){var g=h[d],m=a.coerceRef(t,e,p,g,\"\",\"paper\");if(\"paper\"!==m)a.getFromId(p,m)._annIndices.push(e._index);if(a.coercePosition(e,p,i,m,g,.5),u){var v=\"a\"+g,y=a.coerceRef(t,e,p,v,\"pixel\");\"pixel\"!==y&&y!==m&&(y=e[v]=\"pixel\");var 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S={x:{},y:{}},E=+e.textangle||0,C=x._infolayer.append(\"g\").classed(v,!0).attr(\"data-index\",String(r)).style(\"opacity\",e.opacity),L=C.append(\"g\").classed(\"annotation-text-g\",!0),P=_[e.showarrow?\"annotationTail\":\"annotationPosition\"],I=e.captureevents||_.annotationText||P,z=L.append(\"g\").style(\"pointer-events\",I?\"all\":null).call(f,\"pointer\").on(\"click\",(function(){t._dragging=!1,t.emit(\"plotly_clickannotation\",q(n.event))}));e.hovertext&&z.on(\"mouseover\",(function(){var r=e.hoverlabel,n=r.font,a=this.getBoundingClientRect(),i=t.getBoundingClientRect();u.loneHover({x0:a.left-i.left,x1:a.right-i.left,y:(a.top+a.bottom)/2-i.top,text:e.hovertext,color:r.bgcolor,borderColor:r.bordercolor,fontFamily:n.family,fontSize:n.size,fontColor:n.color},{container:x._hoverlayer.node(),outerContainer:x._paper.node(),gd:t})})).on(\"mouseout\",(function(){u.loneUnhover(x._hoverlayer.node())}));var O=e.borderwidth,D=e.borderpad,R=O+D,F=z.append(\"rect\").attr(\"class\",\"bg\").style(\"stroke-width\",O+\"px\").call(l.stroke,e.bordercolor).call(l.fill,e.bgcolor),B=e.width||e.height,N=x._topclips.selectAll(\"#\"+A).data(B?[0]:[]);N.enter().append(\"clipPath\").classed(\"annclip\",!0).attr(\"id\",A).append(\"rect\"),N.exit().remove();var j=e.font,U=x._meta?o.templateString(e.text,x._meta):e.text,V=z.append(\"text\").classed(\"annotation-text\",!0).text(U);_.annotationText?V.call(h.makeEditable,{delegate:z,gd:t}).call(H).on(\"edit\",(function(r){e.text=r,this.call(H),k(\"text\",r),s&&s.autorange&&T(s._name+\".autorange\",!0),m&&m.autorange&&T(m._name+\".autorange\",!0),a.call(\"_guiRelayout\",t,M())})):V.call(H)}else n.selectAll(\"#\"+A).remove();function q(t){var n={index:r,annotation:e._input,fullAnnotation:e,event:t};return i&&(n.subplotId=i),n}function H(r){return 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dt=0,gt=0;if(\"left\"!==e.align&&(dt=(w-v)*(\"center\"===e.align?.5:1)),\"top\"!==e.valign&&(gt=(I-y)*(\"middle\"===e.valign?.5:1)),u)n.select(\"svg\").attr({x:R+dt-1,y:R+gt}).call(c.setClipUrl,B?A:null,t);else{var mt=R+gt-d.top,vt=R+dt-d.left;V.call(h.positionText,vt,mt).call(c.setClipUrl,B?A:null,t)}N.select(\"rect\").call(c.setRect,R,R,w,I),F.call(c.setRect,O/2,O/2,D-O,j-O),z.call(c.setTranslate,Math.round(S.x.text-D/2),Math.round(S.y.text-j/2)),L.attr({transform:\"rotate(\"+E+\",\"+S.x.text+\",\"+S.y.text+\")\"});var yt,xt=function(r,n){C.selectAll(\".annotation-arrow-g\").remove();var u=S.x.head,h=S.y.head,f=S.x.tail+r,d=S.y.tail+n,v=S.x.text+r,y=S.y.text+n,x=o.rotationXYMatrix(E,v,y),w=o.apply2DTransform(x),A=o.apply2DTransform2(x),P=+F.attr(\"width\"),I=+F.attr(\"height\"),O=v-.5*P,D=O+P,R=y-.5*I,B=R+I,N=[[O,R,O,B],[O,B,D,B],[D,B,D,R],[D,R,O,R]].map(A);if(!N.reduce((function(t,e){return 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n=t(\"../annotations/attributes\"),a=t(\"../../plot_api/edit_types\").overrideAll,i=t(\"../../plot_api/plot_template\").templatedArray;e.exports=a(i(\"annotation\",{visible:n.visible,x:{valType:\"any\"},y:{valType:\"any\"},z:{valType:\"any\"},ax:{valType:\"number\"},ay:{valType:\"number\"},xanchor:n.xanchor,xshift:n.xshift,yanchor:n.yanchor,yshift:n.yshift,text:n.text,textangle:n.textangle,font:n.font,width:n.width,height:n.height,opacity:n.opacity,align:n.align,valign:n.valign,bgcolor:n.bgcolor,bordercolor:n.bordercolor,borderpad:n.borderpad,borderwidth:n.borderwidth,showarrow:n.showarrow,arrowcolor:n.arrowcolor,arrowhead:n.arrowhead,startarrowhead:n.startarrowhead,arrowside:n.arrowside,arrowsize:n.arrowsize,startarrowsize:n.startarrowsize,arrowwidth:n.arrowwidth,standoff:n.standoff,startstandoff:n.startstandoff,hovertext:n.hovertext,hoverlabel:n.hoverlabel,captureevents:n.captureevents}),\"calc\",\"from-root\")},{\"../../plot_api/edit_types\":780,\"../../plot_api/plot_template\":787,\"../annotations/attributes\":598}],608:[function(t,e,r){\"use 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n.coerce(t,e,s,r,a)}function c(t){var n=t+\"axis\",i={_fullLayout:{}};return i._fullLayout[n]=r[n],a.coercePosition(e,i,l,t,t,.5)}l(\"visible\")&&(o(t,e,i.fullLayout,l),c(\"x\"),c(\"y\"),c(\"z\"),n.noneOrAll(t,e,[\"x\",\"y\",\"z\"]),e.xref=\"x\",e.yref=\"y\",e.zref=\"z\",l(\"xanchor\"),l(\"yanchor\"),l(\"xshift\"),l(\"yshift\"),e.showarrow&&(e.axref=\"pixel\",e.ayref=\"pixel\",l(\"ax\",-10),l(\"ay\",-30),n.noneOrAll(t,e,[\"ax\",\"ay\"])))}e.exports=function(t,e,r){i(t,e,{name:\"annotations\",handleItemDefaults:l,fullLayout:r.fullLayout})}},{\"../../lib\":749,\"../../plots/array_container_defaults\":793,\"../../plots/cartesian/axes\":798,\"../annotations/common_defaults\":601,\"./attributes\":607}],610:[function(t,e,r){\"use strict\";var n=t(\"../annotations/draw\").drawRaw,a=t(\"../../plots/gl3d/project\"),i=[\"x\",\"y\",\"z\"];e.exports=function(t){for(var e=t.fullSceneLayout,r=t.dataScale,o=e.annotations,s=0;s<o.length;s++){for(var l=o[s],c=!1,u=0;u<3;u++){var h=i[u],f=l[h],p=e[h+\"axis\"].r2fraction(f);if(p<0||p>1){c=!0;break}}c?t.fullLayout._infolayer.select(\".annotation-\"+t.id+'[data-index=\"'+s+'\"]').remove():(l._pdata=a(t.glplot.cameraParams,[e.xaxis.r2l(l.x)*r[0],e.yaxis.r2l(l.y)*r[1],e.zaxis.r2l(l.z)*r[2]]),n(t.graphDiv,l,s,t.id,l._xa,l._ya))}}},{\"../../plots/gl3d/project\":849,\"../annotations/draw\":604}],611:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\");e.exports={moduleType:\"component\",name:\"annotations3d\",schema:{subplots:{scene:{annotations:t(\"./attributes\")}}},layoutAttributes:t(\"./attributes\"),handleDefaults:t(\"./defaults\"),includeBasePlot:function(t,e){var r=n.subplotsRegistry.gl3d;if(!r)return;for(var i=r.attrRegex,o=Object.keys(t),s=0;s<o.length;s++){var 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This does not set the calendar for\",\"interpreting data on this axis, that's specified in the trace\",\"or via the global `layout.calendar`\"].join(\" \"));e.exports={moduleType:\"component\",name:\"calendars\",schema:{traces:{scatter:m,bar:m,box:m,heatmap:m,contour:m,histogram:m,histogram2d:m,histogram2dcontour:m,scatter3d:v,surface:v,mesh3d:v,scattergl:m,ohlc:g,candlestick:g},layout:{calendar:p([\"Sets the default calendar system to use for interpreting and\",\"displaying dates throughout the plot.\"].join(\" \"))},subplots:{xaxis:{calendar:y},yaxis:{calendar:y},scene:{xaxis:{calendar:y},yaxis:{calendar:y},zaxis:{calendar:y}},polar:{radialaxis:{calendar:y}}},transforms:{filter:{valuecalendar:p([\"Sets the calendar system to use for `value`, if it is a date.\"].join(\" \")),targetcalendar:p([\"Sets the calendar system to use for `target`, if it is an\",\"array of dates. If `target` is a string (eg *x*) we use the\",\"corresponding trace attribute (eg `xcalendar`) if it exists,\",\"even if `targetcalendar` is provided.\"].join(\" \"))}}},layoutAttributes:l,handleDefaults:c,handleTraceDefaults:function(t,e,r,n){for(var a=0;a<r.length;a++)c(t,e,r[a]+\"calendar\",n.calendar)},CANONICAL_SUNDAY:{chinese:\"2000-01-02\",coptic:\"2000-01-03\",discworld:\"2000-01-03\",ethiopian:\"2000-01-05\",hebrew:\"5000-01-01\",islamic:\"1000-01-02\",julian:\"2000-01-03\",mayan:\"5000-01-01\",nanakshahi:\"1000-01-05\",nepali:\"2000-01-05\",persian:\"1000-01-01\",jalali:\"1000-01-01\",taiwan:\"1000-01-04\",thai:\"2000-01-04\",ummalqura:\"1400-01-06\"},CANONICAL_TICK:{chinese:\"2000-01-01\",coptic:\"2000-01-01\",discworld:\"2000-01-01\",ethiopian:\"2000-01-01\",hebrew:\"5000-01-01\",islamic:\"1000-01-01\",julian:\"2000-01-01\",mayan:\"5000-01-01\",nanakshahi:\"1000-01-01\",nepali:\"2000-01-01\",persian:\"1000-01-01\",jalali:\"1000-01-01\",taiwan:\"1000-01-01\",thai:\"2000-01-01\",ummalqura:\"1400-01-01\"},DFLTRANGE:{chinese:[\"2000-01-01\",\"2001-01-01\"],coptic:[\"1700-01-01\",\"1701-01-01\"],discworld:[\"1800-01-01\",\"1801-01-01\"],ethiopian:[\"2000-01-01\",\"2001-01-01\"],hebrew:[\"5700-01-01\",\"5701-01-01\"],islamic:[\"1400-01-01\",\"1401-01-01\"],julian:[\"2000-01-01\",\"2001-01-01\"],mayan:[\"5200-01-01\",\"5201-01-01\"],nanakshahi:[\"0500-01-01\",\"0501-01-01\"],nepali:[\"2000-01-01\",\"2001-01-01\"],persian:[\"1400-01-01\",\"1401-01-01\"],jalali:[\"1400-01-01\",\"1401-01-01\"],taiwan:[\"0100-01-01\",\"0101-01-01\"],thai:[\"2500-01-01\",\"2501-01-01\"],ummalqura:[\"1400-01-01\",\"1401-01-01\"]},getCal:f,worldCalFmt:function(t,e,r){for(var 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a=t.map((function(t){return{color:t.color||h.defaultLine,x0:t.x0||t.x||0,x1:t.x1||t.x||0,y0:t.y0||t.y||0,y1:t.y1||t.y||0,xLabel:t.xLabel,yLabel:t.yLabel,zLabel:t.zLabel,text:t.text,name:t.name,idealAlign:t.idealAlign,borderColor:t.borderColor,fontFamily:t.fontFamily,fontSize:t.fontSize,fontColor:t.fontColor,nameLength:t.nameLength,textAlign:t.textAlign,trace:t.trace||{index:0,hoverinfo:\"\"},xa:{_offset:0},ya:{_offset:0},index:0,hovertemplate:t.hovertemplate||!1,eventData:t.eventData||!1,hovertemplateLabels:t.hovertemplateLabels||!1}})),i=n.select(e.container),o=e.outerContainer?n.select(e.outerContainer):i,s={hovermode:\"closest\",rotateLabels:!1,bgColor:e.bgColor||h.background,container:i,outerContainer:o},l=E(a,s,e.gd),c=0,u=0;return l.sort((function(t,e){return t.y0-e.y0})).each((function(t,r){var n=t.y0-t.by/2;t.offset=n-5<c?c-n+5:0,c=n+t.by+t.offset,r===e.anchorIndex&&(u=t.offset)})).each((function(t){t.offset-=u})),L(l,s.rotateLabels),r?l:l.node()};var S=/<extra>([\\s\\S]*)<\\/extra>/;function E(t,e,r){var a=r._fullLayout,i=e.hovermode,s=e.rotateLabels,c=e.bgColor,f=e.container,p=e.outerContainer,d=e.commonLabelOpts||{},b=e.fontFamily||m.HOVERFONT,_=e.fontSize||m.HOVERFONTSIZE,w=t[0],T=w.xa,S=w.ya,E=\"y\"===i.charAt(0)?\"yLabel\":\"xLabel\",L=w[E],P=(String(L)||\"\").split(\" \")[0],I=p.node().getBoundingClientRect(),z=I.top,O=I.width,D=I.height,R=void 0!==L&&w.distance<=e.hoverdistance&&(\"x\"===i||\"y\"===i);if(R){var F,B,N=!0;for(F=0;F<t.length;F++)if(N&&void 0===t[F].zLabel&&(N=!1),B=t[F].hoverinfo||t[F].trace.hoverinfo){var j=Array.isArray(B)?B:B.split(\"+\");if(-1===j.indexOf(\"all\")&&-1===j.indexOf(i)){R=!1;break}}N&&(R=!1)}var U=f.selectAll(\"g.axistext\").data(R?[0]:[]);function V(t){return t.filter((function(t){return void 0!==t.zLabelVal||(t[E]||\"\").split(\" \")[0]===P}))}if(U.enter().append(\"g\").classed(\"axistext\",!0),U.exit().remove(),U.each((function(){var 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t=n.select(this);t.append(\"rect\").call(h.fill,h.addOpacity(c,.8)),t.append(\"text\").classed(\"name\",!0),t.append(\"path\").style(\"stroke-width\",\"1px\"),t.append(\"text\").classed(\"nums\",!0).call(u.font,b,_)})),it.exit().remove(),it.each((function(t){var e=n.select(this).attr(\"transform\",\"\"),o=t.color;Array.isArray(o)&&(o=o[t.eventData[0].pointNumber]);var f=t.bgcolor||o,p=h.combine(h.opacity(f)?f:h.defaultLine,c),d=h.combine(h.opacity(o)?o:h.defaultLine,c),g=t.borderColor||h.contrast(p),m=C(t,R,i,a,L,e),v=m[0],y=m[1],w=e.select(\"text.nums\").call(u.font,t.fontFamily||b,t.fontSize||_,t.fontColor||g).text(v).attr(\"data-notex\",1).call(l.positionText,0,0).call(l.convertToTspans,r),T=e.select(\"text.name\"),A=0,S=0;if(y&&y!==v){T.call(u.font,t.fontFamily||b,t.fontSize||_,d).text(y).attr(\"data-notex\",1).call(l.positionText,0,0).call(l.convertToTspans,r);var E=T.node().getBoundingClientRect();A=E.width+2*M,S=E.height+2*M}else 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0!==t.nameOverride&&(t.name=t.nameOverride),t.name&&(t.trace._meta&&(t.name=o.templateString(t.name,t.trace._meta)),s=O(t.name,t.nameLength)),void 0!==t.zLabel?(void 0!==t.xLabel&&(l+=\"x: \"+t.xLabel+\"<br>\"),void 0!==t.yLabel&&(l+=\"y: \"+t.yLabel+\"<br>\"),\"choropleth\"!==t.trace.type&&\"choroplethmapbox\"!==t.trace.type&&(l+=(l?\"z: \":\"\")+t.zLabel)):e&&t[r.charAt(0)+\"Label\"]===a?l=t[(\"x\"===r.charAt(0)?\"y\":\"x\")+\"Label\"]||\"\":void 0===t.xLabel?void 0!==t.yLabel&&\"scattercarpet\"!==t.trace.type&&(l=t.yLabel):l=void 0===t.yLabel?t.xLabel:\"(\"+t.xLabel+\", \"+t.yLabel+\")\",!t.text&&0!==t.text||Array.isArray(t.text)||(l+=(l?\"<br>\":\"\")+t.text),void 0!==t.extraText&&(l+=(l?\"<br>\":\"\")+t.extraText),i&&\"\"===l&&!t.hovertemplate&&(\"\"===s&&i.remove(),l=s);var c=n._d3locale,u=t.hovertemplate||!1,h=t.hovertemplateLabels||t,f=t.eventData[0]||{};return u&&(l=(l=o.hovertemplateString(u,h,c,f,t.trace._meta)).replace(S,(function(e,r){return 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d=c+f,g=p+t.ty0-t.by/2+M,m=t.textAlign||\"auto\";\"auto\"!==m&&(\"left\"===m&&\"start\"!==i?(a.attr(\"text-anchor\",\"start\"),d=\"middle\"===i?-t.bx/2-t.tx2width/2+M:-t.bx-M):\"right\"===m&&\"end\"!==i&&(a.attr(\"text-anchor\",\"end\"),d=\"middle\"===i?t.bx/2-t.tx2width/2-M:t.bx+M)),a.call(l.positionText,d,g),t.tx2width&&(r.select(\"text.name\").call(l.positionText,h+s*M+f,p+t.ty0-t.by/2+M),r.select(\"rect\").call(u.setRect,h+(s-1)*t.tx2width/2+f,p-t.by/2-1,t.tx2width,t.by+2))}))}function P(t,e){var r=t.index,n=t.trace||{},i=t.cd[0],s=t.cd[r]||{};function l(t){return t||a(t)&&0===t}var c=Array.isArray(r)?function(t,e){var a=o.castOption(i,r,t);return l(a)?a:o.extractOption({},n,\"\",e)}:function(t,e){return o.extractOption(s,n,t,e)};function u(e,r,n){var 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n=t(\"../../plots/font_attributes\"),a=t(\"../../plots/pad_attributes\"),i=t(\"../../lib/extend\").extendDeepAll,o=t(\"../../plot_api/edit_types\").overrideAll,s=t(\"../../plots/animation_attributes\"),l=t(\"../../plot_api/plot_template\").templatedArray,c=t(\"./constants\"),u=l(\"step\",{visible:{valType:\"boolean\",dflt:!0},method:{valType:\"enumerated\",values:[\"restyle\",\"relayout\",\"animate\",\"update\",\"skip\"],dflt:\"restyle\"},args:{valType:\"info_array\",freeLength:!0,items:[{valType:\"any\"},{valType:\"any\"},{valType:\"any\"}]},label:{valType:\"string\"},value:{valType:\"string\"},execute:{valType:\"boolean\",dflt:!0}});e.exports=o(l(\"slider\",{visible:{valType:\"boolean\",dflt:!0},active:{valType:\"number\",min:0,dflt:0},steps:u,lenmode:{valType:\"enumerated\",values:[\"fraction\",\"pixels\"],dflt:\"fraction\"},len:{valType:\"number\",min:0,dflt:1},x:{valType:\"number\",min:-2,max:3,dflt:0},pad:i(a({editType:\"arraydraw\"}),{},{t:{dflt:20}}),xanchor:{valType:\"enumerated\",values:[\"auto\",\"left\",\"center\",\"right\"],dflt:\"left\"},y:{valType:\"number\",min:-2,max:3,dflt:0},yanchor:{valType:\"enumerated\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],dflt:\"top\"},transition:{duration:{valType:\"number\",min:0,dflt:150},easing:{valType:\"enumerated\",values:s.transition.easing.values,dflt:\"cubic-in-out\"}},currentvalue:{visible:{valType:\"boolean\",dflt:!0},xanchor:{valType:\"enumerated\",values:[\"left\",\"center\",\"right\"],dflt:\"left\"},offset:{valType:\"number\",dflt:10},prefix:{valType:\"string\"},suffix:{valType:\"string\"},font:n({})},font:n({}),activebgcolor:{valType:\"color\",dflt:c.gripBgActiveColor},bgcolor:{valType:\"color\",dflt:c.railBgColor},bordercolor:{valType:\"color\",dflt:c.railBorderColor},borderwidth:{valType:\"number\",min:0,dflt:c.railBorderWidth},ticklen:{valType:\"number\",min:0,dflt:c.tickLength},tickcolor:{valType:\"color\",dflt:c.tickColor},tickwidth:{valType:\"number\",min:0,dflt:1},minorticklen:{valType:\"number\",min:0,dflt:c.minorTickLength}}),\"arraydraw\",\"from-root\")},{\"../../lib/extend\":739,\"../../plot_api/edit_types\":780,\"../../plot_api/plot_template\":787,\"../../plots/animation_attributes\":792,\"../../plots/font_attributes\":826,\"../../plots/pad_attributes\":860,\"./constants\":706}],706:[function(t,e,r){\"use 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T={y:e.y,b:h.height*d[w],t:h.height*p[w]};\"fraction\"===e.lenmode?(T.l=0,T.xl=e.x-e.len*p[_],T.r=0,T.xr=e.x+e.len*d[_]):(T.x=e.x,T.l=h.outerLength*p[_],T.r=h.outerLength*d[_]),a.autoMargin(t,g(e),T)}function y(t,e,r){if(e.currentvalue.visible){var n,a,i=e._dims;switch(e.currentvalue.xanchor){case\"right\":n=i.inputAreaLength-u.currentValueInset-i.currentValueMaxWidth,a=\"left\";break;case\"center\":n=.5*i.inputAreaLength,a=\"middle\";break;default:n=u.currentValueInset,a=\"left\"}var c=s.ensureSingle(t,\"text\",u.labelClass,(function(t){t.attr({\"text-anchor\":a,\"data-notex\":1})})),h=e.currentvalue.prefix?e.currentvalue.prefix:\"\";if(\"string\"==typeof r)h+=r;else{var p=e.steps[e.active].label,d=e._gd._fullLayout._meta;d&&(p=s.templateString(p,d)),h+=p}e.currentvalue.suffix&&(h+=e.currentvalue.suffix),c.call(o.font,e.currentvalue.font).text(h).call(l.convertToTspans,e._gd);var g=l.lineCount(c),m=(i.currentValueMaxLines+1-g)*e.currentvalue.font.size*f;return 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R,B=Math.min(r[0],r[1]),N=Math.max(r[0],r[1]),j=F.getTickFormat(t);h&&j&&(/%[fLQsSMX]/.test(j)||(/%[HI]/.test(j)?R=S:/%p/.test(j)?R=A:/%[Aadejuwx]/.test(j)?R=M:/%[UVW]/.test(j)?R=k:/%[Bbm]/.test(j)?R=w:/%[q]/.test(j)?R=x:/%[Yy]/.test(j)&&(R=m)));var V,q,H=[];for(V=0;V<c.length;V++){var G=c[V].minor,Y=c[V].value,W=F.tickText(t,Y,!1,G);h&&q===W.text||(q=W.text,H.push(W))}if(h&&f){var Z=!1;for(V=0;V<H.length;V++){var X=H[V].x,J=V,K=V+1;V<H.length-1?(J=V,K=V+1):V>0?(J=V-1,K=V):(J=V,K=V);var Q=H[J].x,$=H[K].x,et=Math.abs($-Q),rt=R||et,nt=0;if(rt>=v?nt=et>=v&&et<=g?et:m:R===x&&rt>=b?nt=et>=b&&et<=y?et:x:rt>=T?nt=et>=T&&et<=_?et:w:R===k&&rt>=k?nt=k:rt>=M?nt=M:R===A&&rt>=A?nt=A:R===S&&rt>=S&&(nt=S),nt&&t.rangebreaks){for(var at=0,it=0,ot=0;ot<42;ot++){var st=ot/42;t.maskBreaks(Q*(1-st)+$*st)!==P&&(st<.5?at++:it++)}it&&(nt*=(at+it)/42)}nt<=et&&(X+=nt/2),H[V].periodX=X,(X>N||X<B)&&(H[V].text=\" 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if(a(e)||\"L\"===e.charAt(0)){var s=t.range.map(t.r2d||Number);a(e)||(e=Number(e.substr(1))),t._tickround=2-Math.floor(Math.log(e)/Math.LN10+.01);var l=Math.max(Math.abs(s[0]),Math.abs(s[1])),c=Math.floor(Math.log(l)/Math.LN10+.01),u=void 0===t.minexponent?3:t.minexponent;Math.abs(c)>u&&(rt(t.exponentformat)&&!nt(c)?t._tickexponent=3*Math.round((c-1)/3):t._tickexponent=c)}else t._tickround=null}function tt(t,e,r){var n=t.tickfont||{};return{x:e,dx:0,dy:0,text:r||\"\",fontSize:n.size,font:n.family,fontColor:n.color}}F.autoTicks=function(t,e){var r;function n(t){return Math.pow(t,Math.floor(Math.log(e)/Math.LN10))}if(\"date\"===t.type){t.tick0=s.dateTick0(t.calendar,0);var i=2*e;if(i>m)e/=m,r=n(10),t.dtick=\"M\"+12*Q(e,r,G);else if(i>w)e/=w,t.dtick=\"M\"+Q(e,1,Y);else if(i>M){t.dtick=Q(e,M,t._hasDayOfWeekBreaks?[1,2,7,14]:Z);var o=F.getTickFormat(t);/%[uVW]/.test(o)?t.tick0=s.dateTick0(t.calendar,2):t.tick0=s.dateTick0(t.calendar,1)}else i>S?t.dtick=Q(e,S,Y):i>E?t.dtick=Q(e,E,W):i>C?t.dtick=Q(e,C,W):(r=n(10),t.dtick=Q(e,r,G))}else if(\"log\"===t.type){t.tick0=0;var l=s.simpleMap(t.range,t.r2l);if(e>.7)t.dtick=Math.ceil(e);else if(Math.abs(l[1]-l[0])<1){var c=1.5*Math.abs((l[1]-l[0])/e);e=Math.abs(Math.pow(10,l[1])-Math.pow(10,l[0]))/c,r=n(10),t.dtick=\"L\"+Q(e,r,G)}else t.dtick=e>.3?\"D2\":\"D1\"}else\"category\"===t.type||\"multicategory\"===t.type?(t.tick0=0,t.dtick=Math.ceil(Math.max(e,1))):mt(t)?(t.tick0=0,r=1,t.dtick=Q(e,r,K)):(t.tick0=0,r=n(10),t.dtick=Q(e,r,G));if(0===t.dtick&&(t.dtick=1),!a(t.dtick)&&\"string\"!=typeof t.dtick){var u=t.dtick;throw t.dtick=1,\"ax.dtick error: \"+String(u)}},F.tickIncrement=function(t,e,r,i){var o=r?-1:1;if(a(e))return s.increment(t,o*e);var l=e.charAt(0),c=o*Number(e.substr(1));if(\"M\"===l)return s.incrementMonth(t,c,i);if(\"L\"===l)return Math.log(Math.pow(10,t)+c)/Math.LN10;if(\"D\"===l){var u=\"D2\"===e?J:X,h=t+.01*o,f=s.roundUp(s.mod(h,1),u,r);return Math.floor(h)+Math.log(n.round(Math.pow(10,f),1))/Math.LN10}throw\"unrecognized dtick \"+String(e)},F.tickFirst=function(t,e){var r=t.r2l||Number,i=s.simpleMap(t.range,r,void 0,void 0,e),o=i[1]<i[0],l=o?Math.floor:Math.ceil,c=U(i)[0],u=t.dtick,h=r(t.tick0);if(a(u)){var f=l((c-h)/u)*u+h;return\"category\"!==t.type&&\"multicategory\"!==t.type||(f=s.constrain(f,0,t._categories.length-1)),f}var p=u.charAt(0),d=Number(u.substr(1));if(\"M\"===p){for(var g,m,v,y=0,x=h;y<10;){if(((g=F.tickIncrement(x,u,o,t.calendar))-c)*(x-c)<=0)return o?Math.min(x,g):Math.max(x,g);m=(c-(x+g)/2)/(g-x),v=p+(Math.abs(Math.round(m))||1)*d,x=F.tickIncrement(x,v,m<0?!o:o,t.calendar),y++}return s.error(\"tickFirst did not converge\",t),x}if(\"L\"===p)return Math.log(l((Math.pow(10,c)-h)/d)*d+h)/Math.LN10;if(\"D\"===p){var b=\"D2\"===u?J:X,_=s.roundUp(s.mod(c,1),b,o);return Math.floor(c)+Math.log(n.round(Math.pow(10,_),1))/Math.LN10}throw\"unrecognized dtick \"+String(u)},F.tickText=function(t,e,r,n){var i,o=tt(t,e),l=\"array\"===t.tickmode,c=r||l,u=t.type,h=\"category\"===u?t.d2l_noadd:t.d2l;if(l&&Array.isArray(t.ticktext)){var f=s.simpleMap(t.range,t.r2l),p=(Math.abs(f[1]-f[0])-(t._lBreaks||0))/1e4;for(i=0;i<t.ticktext.length&&!(Math.abs(e-h(t.tickvals[i]))<p);i++);if(i<t.ticktext.length)return o.text=String(t.ticktext[i]),o}function d(n){if(void 0===n)return!0;if(r)return\"none\"===n;var a={first:t._tmin,last:t._tmax}[n];return\"all\"!==n&&e!==a}var g=r?\"never\":\"none\"!==t.exponentformat&&d(t.showexponent)?\"hide\":\"\";if(\"date\"===u?function(t,e,r,n){var i=t._tickround,o=r&&t.hoverformat||F.getTickFormat(t);n&&(i=a(i)?4:{y:\"m\",m:\"d\",d:\"M\",M:\"S\",S:4}[i]);var l,c=s.formatDate(e.x,o,i,t._dateFormat,t.calendar,t._extraFormat),u=c.indexOf(\"\\n\");-1!==u&&(l=c.substr(u+1),c=c.substr(0,u));n&&(\"00:00:00\"===c||\"00:00\"===c?(c=l,l=\"\"):8===c.length&&(c=c.replace(/:00$/,\"\")));l&&(r?\"d\"===i?c+=\", \"+l:c=l+(c?\", 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e=t._id.charAt(0),r=t._offset;return\"x\"===e?function(e){return\"translate(\"+(r+t.l2p(e.x))+\",0)\"}:function(e){return\"translate(0,\"+(r+t.l2p(e.x))+\")\"}},F.makeTransPeriodFn=function(t){var e=t._id.charAt(0),r=t._offset;return\"x\"===e?function(e){return\"translate(\"+(r+t.l2p(e.periodX))+\",0)\"}:function(e){return\"translate(0,\"+(r+t.l2p(e.periodX))+\")\"}},F.makeTickPath=function(t,e,r,n){n=void 0!==n?n:t.ticklen;var a=t._id.charAt(0),i=(t.linewidth||1)/2;return\"x\"===a?\"M0,\"+(e+i*r)+\"v\"+n*r:\"M\"+(e+i*r)+\",0h\"+n*r},F.makeLabelFns=function(t,e,r){var n=t._id.charAt(0),i=\"boundaries\"!==t.tickson&&\"outside\"===t.ticks,o=0,l=0;if(i&&(o+=t.ticklen),r&&\"outside\"===t.ticks){var c=s.deg2rad(r);o=t.ticklen*Math.cos(c)+1,l=t.ticklen*Math.sin(c)}t.showticklabels&&(i||t.showline)&&(o+=.2*t.tickfont.size);var u,h,f,p,d={labelStandoff:o+=(t.linewidth||1)/2,labelShift:l};return\"x\"===n?(p=\"bottom\"===t.side?1:-1,u=l*p,h=e+o*p,f=\"bottom\"===t.side?1:-.2,d.xFn=function(t){return t.dx+u},d.yFn=function(t){return t.dy+h+t.fontSize*f},d.anchorFn=function(t,e){return a(e)&&0!==e&&180!==e?e*p<0?\"end\":\"start\":\"middle\"},d.heightFn=function(e,r,n){return r<-60||r>60?-.5*n:\"top\"===t.side?-n:0}):\"y\"===n&&(p=\"right\"===t.side?1:-1,u=o,h=-l*p,f=90===Math.abs(t.tickangle)?.5:0,d.xFn=function(t){return t.dx+e+(u+t.fontSize*f)*p},d.yFn=function(t){return t.dy+h+t.fontSize*z},d.anchorFn=function(e,r){return a(r)&&90===Math.abs(r)?\"middle\":\"right\"===t.side?\"start\":\"end\"},d.heightFn=function(e,r,n){return(r*=\"left\"===t.side?1:-1)<-30?-n:r<30?-.5*n:0}),d},F.drawTicks=function(t,e,r){r=r||{};var n=e._id+\"tick\",a=r.vals;\"period\"===e.ticklabelmode&&(a=a.slice()).shift();var i=r.layer.selectAll(\"path.\"+n).data(e.ticks?a:[],ot);i.exit().remove(),i.enter().append(\"path\").classed(n,1).classed(\"ticks\",1).classed(\"crisp\",!1!==r.crisp).call(u.stroke,e.tickcolor).style(\"stroke-width\",h.crispRound(t,e.tickwidth,1)+\"px\").attr(\"d\",r.path),i.attr(\"transform\",r.transFn)},F.drawGrid=function(t,e,r){r=r||{};var n=e._id+\"grid\",a=r.vals,i=r.counterAxis;if(!1===e.showgrid)a=[];else if(i&&F.shouldShowZeroLine(t,e,i))for(var o=\"array\"===e.tickmode,s=0;s<a.length;s++){var l=a[s].x;if(o?!l:Math.abs(l)<e.dtick/100){if(a=a.slice(0,s).concat(a.slice(s+1)),!o)break;s--}}var c=r.layer.selectAll(\"path.\"+n).data(a,ot);c.exit().remove(),c.enter().append(\"path\").classed(n,1).classed(\"crisp\",!1!==r.crisp),e._gw=h.crispRound(t,e.gridwidth,1),c.attr(\"transform\",r.transFn).attr(\"d\",r.path).call(u.stroke,e.gridcolor||\"#ddd\").style(\"stroke-width\",e._gw+\"px\"),\"function\"==typeof r.path&&c.attr(\"d\",r.path)},F.drawZeroLine=function(t,e,r){r=r||r;var n=e._id+\"zl\",a=F.shouldShowZeroLine(t,e,r.counterAxis),i=r.layer.selectAll(\"path.\"+n).data(a?[{x:0,id:e._id}]:[]);i.exit().remove(),i.enter().append(\"path\").classed(n,1).classed(\"zl\",1).classed(\"crisp\",!1!==r.crisp).each((function(){r.layer.selectAll(\"path\").sort((function(t,e){return N.idSort(t.id,e.id)}))})),i.attr(\"transform\",r.transFn).attr(\"d\",r.path).call(u.stroke,e.zerolinecolor||u.defaultLine).style(\"stroke-width\",h.crispRound(t,e.zerolinewidth,e._gw||1)+\"px\")},F.drawLabels=function(t,e,r){r=r||{};var i=t._fullLayout,o=e._id,c=o.charAt(0),u=r.cls||o+\"tick\",f=r.vals,p=r.labelFns,d=r.secondary?0:e.tickangle,g=(e._prevTickAngles||{})[u],m=r.layer.selectAll(\"g.\"+u).data(e.showticklabels?f:[],ot),v=[];function y(t,e){t.each((function(t){var i=n.select(this),o=i.select(\".text-math-group\"),s=p.anchorFn(t,e),c=r.transFn.call(i.node(),t)+(a(e)&&0!=+e?\" rotate(\"+e+\",\"+p.xFn(t)+\",\"+(p.yFn(t)-t.fontSize/2)+\")\":\"\"),u=l.lineCount(i),f=D*t.fontSize,d=p.heightFn(t,a(e)?+e:0,(u-1)*f);if(d&&(c+=\" translate(0, \"+d+\")\"),o.empty())i.select(\"text\").attr({transform:c,\"text-anchor\":s});else{var g=h.bBox(o.node()).width*{end:-.5,start:.5}[s];o.attr(\"transform\",c+(g?\"translate(\"+g+\",0)\":\"\"))}}))}m.enter().append(\"g\").classed(u,1).append(\"text\").attr(\"text-anchor\",\"middle\").each((function(e){var r=n.select(this),a=t._promises.length;r.call(l.positionText,p.xFn(e),p.yFn(e)).call(h.font,e.font,e.fontSize,e.fontColor).text(e.text).call(l.convertToTspans,t),t._promises[a]?v.push(t._promises.pop().then((function(){y(r,d)}))):y(r,d)})),m.exit().remove(),r.repositionOnUpdate&&m.each((function(t){n.select(this).select(\"text\").call(l.positionText,p.xFn(t),p.yFn(t))})),y(m,g+1?g:d);var x=null;e._selections&&(e._selections[u]=m);var b=[function(){return v.length&&Promise.all(v)}];e.automargin&&i._redrawFromAutoMarginCount&&90===g?(x=90,b.push((function(){y(m,g)}))):b.push((function(){if(y(m,d),f.length&&\"x\"===c&&!a(d)&&(\"log\"!==e.type||\"D\"!==String(e.dtick).charAt(0))){x=0;var t,n=0,i=[];if(m.each((function(t){n=Math.max(n,t.fontSize);var r=e.l2p(t.x),a=ct(this),o=h.bBox(a.node());i.push({top:0,bottom:10,height:10,left:r-o.width/2,right:r+o.width/2+2,width:o.width+2})})),\"boundaries\"!==e.tickson&&!e.showdividers||r.secondary){var o=f.length,l=Math.abs((f[o-1].x-f[0].x)*e._m)/(o-1)<2.5*n||\"multicategory\"===e.type;for(t=0;t<i.length-1;t++)if(s.bBoxIntersect(i[t],i[t+1])){x=l?90:30;break}}else{var u=2;for(e.ticks&&(u+=e.tickwidth/2),t=0;t<i.length;t++){var p=f[t].xbnd,g=i[t];if(null!==p[0]&&g.left-e.l2p(p[0])<u||null!==p[1]&&e.l2p(p[1])-g.right<u){x=90;break}}}x&&y(m,x)}})),e._tickAngles&&b.push((function(){e._tickAngles[u]=null===x?a(d)?d:0:x}));var _=s.syncOrAsync(b);return _&&_.then&&t._promises.push(_),_},F.getPxPosition=function(t,e){var r,n=t._fullLayout._size,a=e._id.charAt(0),i=e.side;return\"free\"!==e.anchor?r=e._anchorAxis:\"x\"===a?r={_offset:n.t+(1-(e.position||0))*n.h,_length:0}:\"y\"===a&&(r={_offset:n.l+(e.position||0)*n.w,_length:0}),\"top\"===i||\"left\"===i?r._offset:\"bottom\"===i||\"right\"===i?r._offset+r._length:void 0},F.shouldShowZeroLine=function(t,e,r){var n=s.simpleMap(e.range,e.r2l);return n[0]*n[1]<=0&&e.zeroline&&(\"linear\"===e.type||\"-\"===e.type)&&!(e.rangebreaks&&e.maskBreaks(0)===P)&&(lt(e,0)||!function(t,e,r,n){var a=r._mainAxis;if(!a)return;var i=t._fullLayout,o=e._id.charAt(0),s=F.counterLetter(e._id),l=e._offset+(Math.abs(n[0])<Math.abs(n[1])==(\"x\"===o)?0:e._length);function c(t){if(!t.showline||!t.linewidth)return!1;var r=Math.max((t.linewidth+e.zerolinewidth)/2,1);function n(t){return\"number\"==typeof t&&Math.abs(t-l)<r}if(n(t._mainLinePosition)||n(t._mainMirrorPosition))return!0;var a=t._linepositions||{};for(var i in a)if(n(a[i][0])||n(a[i][1]))return!0}var u=i._plots[r._mainSubplot];if(!(u.mainplotinfo||u).overlays.length)return c(r);for(var h=F.list(t,s),f=0;f<h.length;f++){var p=h[f];if(p._mainAxis===a&&c(p))return!0}}(t,e,r,n)||function(t,e){for(var r=t._fullData,n=e._mainSubplot,a=e._id.charAt(0),i=0;i<r.length;i++){var s=r[i];if(!0===s.visible&&s.xaxis+s.yaxis===n){if(o.traceIs(s,\"bar-like\")&&s.orientation==={x:\"h\",y:\"v\"}[a])return!0;if(s.fill&&s.fill.charAt(s.fill.length-1)===a)return!0}}return!1}(t,e))},F.clipEnds=function(t,e){return e.filter((function(e){return lt(t,e.x)}))},F.allowAutoMargin=function(t){for(var e=F.list(t,\"\",!0),r=0;r<e.length;r++){var n=e[r];n.automargin&&(i.allowAutoMargin(t,ut(n)),n.mirror&&i.allowAutoMargin(t,ht(n))),o.getComponentMethod(\"rangeslider\",\"isVisible\")(n)&&i.allowAutoMargin(t,ft(n))}},F.swap=function(t,e){for(var r=function(t,e){var r,n,a=[];for(r=0;r<e.length;r++){var i=[],o=t._fullData[e[r]].xaxis,s=t._fullData[e[r]].yaxis;if(o&&s){for(n=0;n<a.length;n++)-1===a[n].x.indexOf(o)&&-1===a[n].y.indexOf(s)||i.push(n);if(i.length){var l,c=a[i[0]];if(i.length>1)for(n=1;n<i.length;n++)l=a[i[n]],pt(c.x,l.x),pt(c.y,l.y);pt(c.x,[o]),pt(c.y,[s])}else a.push({x:[o],y:[s]})}}return a}(t,e),n=0;n<r.length;n++)dt(t,r[n].x,r[n].y)}},{\"../../components/color\":615,\"../../components/drawing\":637,\"../../components/titles\":710,\"../../constants/alignment\":717,\"../../constants/numerical\":724,\"../../lib\":749,\"../../lib/svg_text_utils\":773,\"../../plots/plots\":861,\"../../registry\":881,\"./autorange\":797,\"./axis_autotype\":799,\"./axis_ids\":801,\"./clean_ticks\":803,\"./layout_attributes\":812,\"./set_convert\":818,d3:169,\"fast-isnumeric\":241}],799:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"../../constants/numerical\").BADNUM;e.exports=function(t,e,r){return!(r=r||{}).noMultiCategory&&(o=t,a.isArrayOrTypedArray(o[0])&&a.isArrayOrTypedArray(o[1]))?\"multicategory\":function(t,e){for(var r=Math.max(1,(t.length-1)/1e3),i=0,o=0,s={},l=0;l<t.length;l+=r){var c=t[Math.round(l)],u=String(c);s[u]||(s[u]=1,a.isDateTime(c,e)&&(i+=1),n(c)&&(o+=1))}return i>2*o}(t,e)?\"date\":function(t){for(var e=Math.max(1,(t.length-1)/1e3),r=0,n=0,o={},s=0;s<t.length;s+=e){var l=t[Math.round(s)],c=String(l);o[c]||(o[c]=1,\"boolean\"==typeof l?n++:a.cleanNumber(l)!==i?r++:\"string\"==typeof l&&n++)}return n>2*r}(t)?\"category\":function(t){if(!t)return!1;for(var e=0;e<t.length;e++)if(n(t[e]))return!0;return!1}(t)?\"linear\":\"-\";var o}},{\"../../constants/numerical\":724,\"../../lib\":749,\"fast-isnumeric\":241}],800:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../registry\"),i=t(\"../../lib\"),o=t(\"../array_container_defaults\"),s=t(\"./layout_attributes\"),l=t(\"./tick_value_defaults\"),c=t(\"./tick_mark_defaults\"),u=t(\"./tick_label_defaults\"),h=t(\"./category_order_defaults\"),f=t(\"./line_grid_defaults\"),p=t(\"./set_convert\"),d=t(\"./constants\").WEEKDAY_PATTERN,g=t(\"./constants\").HOUR_PATTERN;function m(t,e,r){function a(r,n){return i.coerce(t,e,s.rangebreaks,r,n)}if(a(\"enabled\")){var o=a(\"bounds\");if(o&&o.length>=2){var l,c,u=\"\";if(2===o.length)for(l=0;l<2;l++)if(c=y(o[l])){u=d;break}var h=a(\"pattern\",u);if(h===d)for(l=0;l<2;l++)(c=y(o[l]))&&(e.bounds[l]=o[l]=c-1);if(h)for(l=0;l<2;l++)switch(c=o[l],h){case d:if(!n(c))return void(e.enabled=!1);if((c=+c)!==Math.floor(c)||c<0||c>=7)return void(e.enabled=!1);e.bounds[l]=o[l]=c;break;case g:if(!n(c))return void(e.enabled=!1);if((c=+c)<0||c>24)return void(e.enabled=!1);e.bounds[l]=o[l]=c}if(!1===r.autorange){var f=r.range;if(f[0]<f[1]){if(o[0]<f[0]&&o[1]>f[1])return void(e.enabled=!1)}else if(o[0]>f[0]&&o[1]<f[1])return void(e.enabled=!1)}}else{var p=a(\"values\");if(!p||!p.length)return void(e.enabled=!1);a(\"dvalue\")}}}e.exports=function(t,e,r,n,g){var v=n.letter,y=n.font||{},x=n.splomStash||{},b=r(\"visible\",!n.visibleDflt),_=e._template||{},w=e.type||_.type||\"-\";\"date\"===w&&a.getComponentMethod(\"calendars\",\"handleDefaults\")(t,e,\"calendar\",n.calendar);p(e,g);var T=!e.isValidRange(t.range);T&&n.reverseDflt&&(T=\"reversed\"),!r(\"autorange\",T)||\"linear\"!==w&&\"-\"!==w||r(\"rangemode\"),r(\"range\"),e.cleanRange(),h(t,e,r,n),\"category\"===w||n.noHover||r(\"hoverformat\");var k=r(\"color\"),M=k!==s.color.dflt?k:y.color,A=x.label||g._dfltTitle[v];if(u(t,e,r,w,n,{pass:1}),!b)return e;r(\"title.text\",A),i.coerceFont(r,\"title.font\",{family:y.family,size:Math.round(1.2*y.size),color:M}),l(t,e,r,w),u(t,e,r,w,n,{pass:2}),c(t,e,r,n),f(t,e,r,{dfltColor:k,bgColor:n.bgColor,showGrid:n.showGrid,attributes:s}),(e.showline||e.ticks)&&r(\"mirror\"),n.automargin&&r(\"automargin\");var S,E=\"multicategory\"===w;n.noTickson||\"category\"!==w&&!E||!e.ticks&&!e.showgrid||(E&&(S=\"boundaries\"),r(\"tickson\",S));E&&(r(\"showdividers\")&&(r(\"dividercolor\"),r(\"dividerwidth\")));if(\"date\"===w)if(n.noTicklabelmode||r(\"ticklabelmode\"),o(t,e,{name:\"rangebreaks\",inclusionAttr:\"enabled\",handleItemDefaults:m}),e.rangebreaks.length){for(var C=0;C<e.rangebreaks.length;C++)if(e.rangebreaks[C].pattern===d){e._hasDayOfWeekBreaks=!0;break}if(p(e,g),g._has(\"scattergl\")||g._has(\"splom\"))for(var L=0;L<n.data.length;L++){var P=n.data[L];\"scattergl\"!==P.type&&\"splom\"!==P.type||(P.visible=!1,i.warn(P.type+\" traces do not work on axes with rangebreaks. Setting trace \"+P.index+\" to `visible: false`.\"))}}else delete e.rangebreaks;return e};var v={sun:1,mon:2,tue:3,wed:4,thu:5,fri:6,sat:7};function y(t){if(\"string\"==typeof t)return v[t.substr(0,3).toLowerCase()]}},{\"../../lib\":749,\"../../registry\":881,\"../array_container_defaults\":793,\"./category_order_defaults\":802,\"./constants\":804,\"./layout_attributes\":812,\"./line_grid_defaults\":814,\"./set_convert\":818,\"./tick_label_defaults\":819,\"./tick_mark_defaults\":820,\"./tick_value_defaults\":821,\"fast-isnumeric\":241}],801:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"./constants\");r.id2name=function(t){if(\"string\"==typeof t&&t.match(a.AX_ID_PATTERN)){var e=t.substr(1);return\"1\"===e&&(e=\"\"),t.charAt(0)+\"axis\"+e}},r.name2id=function(t){if(t.match(a.AX_NAME_PATTERN)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),t.charAt(0)+e}},r.cleanId=function(t,e){if(\"string\"==typeof t&&t.match(a.AX_ID_PATTERN)&&(!e||t.charAt(0)===e)){var 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r!==n?r>n?1:-1:+(t.substr(1)||1)-+(e.substr(1)||1)},r.getAxisGroup=function(t,e){for(var r=t._axisMatchGroups,n=0;n<r.length;n++){if(r[n][e])return\"g\"+n}return e}},{\"../../registry\":881,\"./constants\":804}],802:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){if(\"category\"===e.type){var a,i=t.categoryarray,o=Array.isArray(i)&&i.length>0;o&&(a=\"array\");var s,l=r(\"categoryorder\",a);\"array\"===l&&(s=r(\"categoryarray\")),o||\"array\"!==l||(l=e.categoryorder=\"trace\"),\"trace\"===l?e._initialCategories=[]:\"array\"===l?e._initialCategories=s.slice():(s=function(t,e){var r,n,a,i=e.dataAttr||t._id.charAt(0),o={};if(e.axData)r=e.axData;else for(r=[],n=0;n<e.data.length;n++){var s=e.data[n];s[i+\"axis\"]===t._id&&r.push(s)}for(n=0;n<r.length;n++){var l=r[n][i];for(a=0;a<l.length;a++){var c=l[a];null!=c&&(o[c]=1)}}return Object.keys(o)}(e,n).sort(),\"category ascending\"===l?e._initialCategories=s:\"category 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n._length*(n._rl[e]-a)/(n._rl[e]-n._rl[i])}}function Nt(t,e){for(var r=rt.isSubplotConstrained?{x:J,y:X}[t]:rt[t+\"axes\"],n=rt.isSubplotConstrained?{x:X,y:J}[t]:[],a=0;a<r.length;a++){var i=r[a],o=i._id,s=rt.xLinks[o]||rt.yLinks[o],l=n[0]||W[s]||Z[s];l&&(e?(e[i._name+\".range[0]\"]=e[l._name+\".range[0]\"],e[i._name+\".range[1]\"]=e[l._name+\".range[1]\"]):i.range=l.range.slice())}}function jt(){var e,r=[];function n(t){for(e=0;e<t.length;e++)t[e].fixedrange||r.push(t[e]._id)}for(ot&&(n(X),n(et.xaxes),n(rt.xaxes)),st&&(n(J),n(et.yaxes),n(rt.yaxes)),ht={},e=0;e<r.length;e++){var a=r[e],i=w(t,a);f.drawOne(t,i,{skipTitle:!0}),ht[i._name+\".range[0]\"]=i.range[0],ht[i._name+\".range[1]\"]=i.range[1]}f.redrawComponents(t,r)}function Ut(){if(!t._transitioningWithDuration){var e=t._context.doubleClick,r=[];nt&&(r=r.concat(X)),at&&(r=r.concat(J)),rt.xaxes&&(r=r.concat(rt.xaxes)),rt.yaxes&&(r=r.concat(rt.yaxes));var 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r,n,a,i,l=t._fullLayout,c=l._plots,h=l._subplots.cartesian;if(ct&&o.subplotsRegistry.splom.drag(t),lt)for(r=0;r<h.length;r++)if(a=(n=c[h[r]]).xaxis,i=n.yaxis,n._scene){var f=s.simpleMap(a.range,a.r2l),p=s.simpleMap(i.range,i.r2l);n._scene.update({range:[f[0],p[0],f[1],p[1]]})}if((ct||lt)&&(x(t),b(t)),ut){var d=e[2]/P._length,m=e[3]/j._length;for(r=0;r<h.length;r++){a=(n=c[h[r]]).xaxis,i=n.yaxis;var v,y,_,w,T=ot&&!a.fixedrange&&W[a._id],k=st&&!i.fixedrange&&Z[i._id];if(T?(v=d,_=L?e[0]:Yt(a,v)):rt.xaHash[a._id]?(v=d,_=e[0]*a._length/P._length):rt.yaHash[a._id]?(v=m,_=\"ns\"===at?-e[1]*a._length/j._length:Yt(a,v,{n:\"top\",s:\"bottom\"}[at])):_=Gt(a,v=Ht(a,d,m)),k?(y=m,w=g?e[1]:Yt(i,y)):rt.yaHash[i._id]?(y=m,w=e[1]*i._length/j._length):rt.xaHash[i._id]?(y=d,w=\"ew\"===nt?-e[0]*i._length/P._length:Yt(i,y,{e:\"right\",w:\"left\"}[nt])):w=Gt(i,y=Ht(i,d,m)),v||y){v||(v=1),y||(y=1);var 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n,a=Math.exp(-Math.min(Math.max(r,-20),20)/200),i=Ft.draglayer.select(\".nsewdrag\").node().getBoundingClientRect(),o=(e.clientX-i.left)/i.width,l=(i.bottom-e.clientY)/i.height;if(ot){for(L||(o=.5),n=0;n<X.length;n++)c(X[n],o,a);Nt(\"x\"),Ot[2]*=a,Ot[0]+=Ot[2]*o*(1/a-1)}if(st){for(g||(l=.5),n=0;n<J.length;n++)c(J[n],l,a);Nt(\"y\"),Ot[3]*=a,Ot[1]+=Ot[3]*(1-l)*(1/a-1)}qt(Ot),jt(),t.emit(\"plotly_relayouting\",ht),Dt=setTimeout((function(){Ot=[0,0,$,tt],Vt()}),Rt),e.preventDefault()}else s.log(\"Did not find wheel motion attributes: \",e)}function c(t,e,r){if(!t.fixedrange){var n=s.simpleMap(t.range,t.r2l),a=n[0]+(n[1]-n[0])*e;t.range=n.map((function(e){return 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e=t._fullLayout;if(t._context.staticPlot)n.select(t).selectAll(\".drag\").remove();else if(e._has(\"cartesian\")||e._has(\"splom\")){Object.keys(e._plots||{}).sort((function(t,r){if((e._plots[t].mainplot&&!0)===(e._plots[r].mainplot&&!0)){var n=t.split(\"y\"),a=r.split(\"y\");return n[0]===a[0]?Number(n[1]||1)-Number(a[1]||1):Number(n[0]||1)-Number(a[0]||1)}return e._plots[t].mainplot?1:-1})).forEach((function(r){var n=e._plots[r],o=n.xaxis,c=n.yaxis;if(!n.mainplot){var u=s(t,n,o._offset,c._offset,o._length,c._length,\"ns\",\"ew\");u.onmousemove=function(e){t._fullLayout._rehover=function(){t._fullLayout._hoversubplot===r&&t._fullLayout._plots[r]&&a.hover(t,e,r)},a.hover(t,e,r),t._fullLayout._lasthover=u,t._fullLayout._hoversubplot=r},u.onmouseout=function(e){t._dragging||(t._fullLayout._hoversubplot=null,i.unhover(t,e))},t._context.showAxisDragHandles&&(s(t,n,o._offset-l,c._offset-l,l,l,\"n\",\"w\"),s(t,n,o._offset+o._length,c._offset-l,l,l,\"n\",\"e\"),s(t,n,o._offset-l,c._offset+c._length,l,l,\"s\",\"w\"),s(t,n,o._offset+o._length,c._offset+c._length,l,l,\"s\",\"e\"))}if(t._context.showAxisDragHandles){if(r===o._mainSubplot){var h=o._mainLinePosition;\"top\"===o.side&&(h-=l),s(t,n,o._offset+.1*o._length,h,.8*o._length,l,\"\",\"ew\"),s(t,n,o._offset,h,.1*o._length,l,\"\",\"w\"),s(t,n,o._offset+.9*o._length,h,.1*o._length,l,\"\",\"e\")}if(r===c._mainSubplot){var 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e=t._fullLayout._zoomlayer;e&&e.selectAll(\".select-outline\").remove(),t._fullLayout._drawing=!1}}},{}],809:[function(t,e,r){\"use strict\";function n(t,e){switch(t.type){case\"log\":return t.p2d(e);case\"date\":return t.p2r(e,0,t.calendar);default:return t.p2r(e)}}e.exports={p2r:n,r2p:function(t,e){switch(t.type){case\"log\":return t.d2p(e);case\"date\":return t.r2p(e,0,t.calendar);default:return t.r2p(e)}},axValue:function(t){var e=\"y\"===t._id.charAt(0)?1:0;return function(r){return n(t,r[e])}},getTransform:function(t){return\"translate(\"+t.xaxis._offset+\",\"+t.yaxis._offset+\")\"}}},{}],810:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\");e.exports=function(t){return function(e,r){var i=e[t];if(Array.isArray(i))for(var o=n.subplotsRegistry.cartesian,s=o.idRegex,l=r._subplots,c=l.xaxis,u=l.yaxis,h=l.cartesian,f=r._has(\"cartesian\")||r._has(\"gl2d\"),p=0;p<i.length;p++){var d=i[p];if(a.isPlainObject(d)){var 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T=e.plot.selectAll(\"g.mlayer\").data(m,(function(t){return t.className}));if(T.enter().append(\"g\").attr(\"class\",(function(t){return t.className})).classed(\"mlayer\",!0).classed(\"rangeplot\",e.isRangePlot),T.exit().remove(),T.order(),T.each((function(r){var a=n.select(this),l=r.className;r.plotMethod(t,e,r.cdModule,a,i,o),-1===u.clipOnAxisFalseQuery.indexOf(\".\"+l)&&s.setClipUrl(a,e.layerClipId,t)})),d._has(\"scattergl\")&&(c=a.getModule(\"scattergl\"),f=l(r,c)[0],c.plot(t,e,f)),!t._context.staticPlot&&(e._hasClipOnAxisFalse&&(e.clipOnAxisFalseTraces=e.plot.selectAll(u.clipOnAxisFalseQuery.join(\",\")).selectAll(\".trace\")),v.length)){var k=e.plot.selectAll(v.join(\",\")).selectAll(\".trace\");e.zoomScalePts=k.selectAll(\"path.point\"),e.zoomScaleTxt=k.selectAll(\".textpoint\")}}function g(t,e){var r=e.plotgroup,n=e.id,a=u.layerValue2layerClass[e.xaxis.layer],i=u.layerValue2layerClass[e.yaxis.layer],o=t._fullLayout._hasOnlyLargeSploms;if(e.mainplot){var s=e.mainplotinfo,l=s.plotgroup,h=n+\"-x\",d=n+\"-y\";e.gridlayer=s.gridlayer,e.zerolinelayer=s.zerolinelayer,f(s.overlinesBelow,\"path\",h),f(s.overlinesBelow,\"path\",d),f(s.overaxesBelow,\"g\",h),f(s.overaxesBelow,\"g\",d),e.plot=f(s.overplot,\"g\",n),f(s.overlinesAbove,\"path\",h),f(s.overlinesAbove,\"path\",d),f(s.overaxesAbove,\"g\",h),f(s.overaxesAbove,\"g\",d),e.xlines=l.select(\".overlines-\"+a).select(\".\"+h),e.ylines=l.select(\".overlines-\"+i).select(\".\"+d),e.xaxislayer=l.select(\".overaxes-\"+a).select(\".\"+h),e.yaxislayer=l.select(\".overaxes-\"+i).select(\".\"+d)}else if(o)e.xlines=f(r,\"path\",\"xlines-above\"),e.ylines=f(r,\"path\",\"ylines-above\"),e.xaxislayer=f(r,\"g\",\"xaxislayer-above\"),e.yaxislayer=f(r,\"g\",\"yaxislayer-above\");else{var 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e,r=t.center||{},n=t.projection,a=n.rotation||{};this.viewInitial={fitbounds:t.fitbounds,\"projection.scale\":n.scale},e=t._isScoped?{\"center.lon\":r.lon,\"center.lat\":r.lat}:t._isClipped?{\"projection.rotation.lon\":a.lon,\"projection.rotation.lat\":a.lat}:{\"center.lon\":r.lon,\"center.lat\":r.lat,\"projection.rotation.lon\":a.lon},i.extendFlat(this.viewInitial,e)},w.render=function(){var t,e=this.projection,r=e.getPath();function n(t){var r=e(t.lonlat);return r?\"translate(\"+r[0]+\",\"+r[1]+\")\":null}function a(t){return e.isLonLatOverEdges(t.lonlat)?\"none\":null}for(t in this.basePaths)this.basePaths[t].attr(\"d\",r);for(t in this.dataPaths)this.dataPaths[t].attr(\"d\",(function(t){return r(t.geojson)}));for(t in 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c}},{\"../registry\":881,\"./cartesian/constants\":804}],836:[function(t,e,r){\"use strict\";var n=t(\"mouse-change\"),a=t(\"mouse-wheel\"),i=t(\"mouse-event-offset\"),o=t(\"../cartesian/constants\"),s=t(\"has-passive-events\");function l(t,e){this.element=t,this.plot=e,this.mouseListener=null,this.wheelListener=null,this.lastInputTime=Date.now(),this.lastPos=[0,0],this.boxEnabled=!1,this.boxInited=!1,this.boxStart=[0,0],this.boxEnd=[0,0],this.dragStart=[0,0]}e.exports=function(t){var e=t.mouseContainer,r=t.glplot,c=new l(e,r);function u(){t.xaxis.autorange=!1,t.yaxis.autorange=!1}function h(e,n,a){var i,s,l=t.calcDataBox(),h=r.viewBox,f=c.lastPos[0],p=c.lastPos[1],d=o.MINDRAG*r.pixelRatio,g=o.MINZOOM*r.pixelRatio;function m(e,r,n){var a=Math.min(r,n),i=Math.max(r,n);a!==i?(l[e]=a,l[e+2]=i,c.dataBox=l,t.setRanges(l)):(t.selectBox.selectBox=[0,0,1,1],t.glplot.setDirty())}switch(n*=r.pixelRatio,a*=r.pixelRatio,a=h[3]-h[1]-a,t.fullLayout.dragmode){case\"zoom\":if(e){var v=n/(h[2]-h[0])*(l[2]-l[0])+l[0],y=a/(h[3]-h[1])*(l[3]-l[1])+l[1];c.boxInited||(c.boxStart[0]=v,c.boxStart[1]=y,c.dragStart[0]=n,c.dragStart[1]=a),c.boxEnd[0]=v,c.boxEnd[1]=y,c.boxInited=!0,c.boxEnabled||c.boxStart[0]===c.boxEnd[0]&&c.boxStart[1]===c.boxEnd[1]||(c.boxEnabled=!0);var x=Math.abs(c.dragStart[0]-n)<g,b=Math.abs(c.dragStart[1]-a)<g;if(!function(){for(var e=t.graphDiv._fullLayout._axisConstraintGroups,r=t.xaxis._id,n=t.yaxis._id,a=0;a<e.length;a++)if(-1!==e[a][r]){if(-1!==e[a][n])return!0;break}return!1}()||x&&b)x&&(c.boxEnd[0]=c.boxStart[0]),b&&(c.boxEnd[1]=c.boxStart[1]);else{i=c.boxEnd[0]-c.boxStart[0],s=c.boxEnd[1]-c.boxStart[1];var _=(l[3]-l[1])/(l[2]-l[0]);Math.abs(i*_)>Math.abs(s)?(c.boxEnd[1]=c.boxStart[1]+Math.abs(i)*_*(s>=0?1:-1),c.boxEnd[1]<l[1]?(c.boxEnd[1]=l[1],c.boxEnd[0]=c.boxStart[0]+(l[1]-c.boxStart[1])/Math.abs(_)):c.boxEnd[1]>l[3]&&(c.boxEnd[1]=l[3],c.boxEnd[0]=c.boxStart[0]+(l[3]-c.boxStart[1])/Math.abs(_))):(c.boxEnd[0]=c.boxStart[0]+Math.abs(s)/_*(i>=0?1:-1),c.boxEnd[0]<l[0]?(c.boxEnd[0]=l[0],c.boxEnd[1]=c.boxStart[1]+(l[0]-c.boxStart[0])*Math.abs(_)):c.boxEnd[0]>l[2]&&(c.boxEnd[0]=l[2],c.boxEnd[1]=c.boxStart[1]+(l[2]-c.boxStart[0])*Math.abs(_)))}}else c.boxEnabled?(i=c.boxStart[0]!==c.boxEnd[0],s=c.boxStart[1]!==c.boxEnd[1],i||s?(i&&(m(0,c.boxStart[0],c.boxEnd[0]),t.xaxis.autorange=!1),s&&(m(1,c.boxStart[1],c.boxEnd[1]),t.yaxis.autorange=!1),t.relayoutCallback()):t.glplot.setDirty(),c.boxEnabled=!1,c.boxInited=!1):c.boxInited&&(c.boxInited=!1);break;case\"pan\":c.boxEnabled=!1,c.boxInited=!1,e?(c.panning||(c.dragStart[0]=n,c.dragStart[1]=a),Math.abs(c.dragStart[0]-n)<d&&(n=c.dragStart[0]),Math.abs(c.dragStart[1]-a)<d&&(a=c.dragStart[1]),i=(f-n)*(l[2]-l[0])/(r.viewBox[2]-r.viewBox[0]),s=(p-a)*(l[3]-l[1])/(r.viewBox[3]-r.viewBox[1]),l[0]+=i,l[2]+=i,l[1]+=s,l[3]+=s,t.setRanges(l),c.panning=!0,c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations()):c.panning&&(c.panning=!1,t.relayoutCallback())}c.lastPos[0]=n,c.lastPos[1]=a}return c.mouseListener=n(e,h),e.addEventListener(\"touchstart\",(function(t){var r=i(t.changedTouches[0],e);h(0,r[0],r[1]),h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchmove\",(function(t){t.preventDefault();var r=i(t.changedTouches[0],e);h(1,r[0],r[1]),t.preventDefault()}),!!s&&{passive:!1}),e.addEventListener(\"touchend\",(function(t){h(0,c.lastPos[0],c.lastPos[1]),t.preventDefault()}),!!s&&{passive:!1}),c.wheelListener=a(e,(function(e,n){if(!t.scrollZoom)return!1;var a=t.calcDataBox(),i=r.viewBox,o=c.lastPos[0],s=c.lastPos[1],l=Math.exp(5*n/(i[3]-i[1])),h=o/(i[2]-i[0])*(a[2]-a[0])+a[0],f=s/(i[3]-i[1])*(a[3]-a[1])+a[1];return a[0]=(a[0]-h)*l+h,a[2]=(a[2]-h)*l+h,a[1]=(a[1]-f)*l+f,a[3]=(a[3]-f)*l+f,t.setRanges(a),c.lastInputTime=Date.now(),u(),t.cameraChanged(),t.handleAnnotations(),t.relayoutCallback(),!0}),!0),c}},{\"../cartesian/constants\":804,\"has-passive-events\":415,\"mouse-change\":457,\"mouse-event-offset\":458,\"mouse-wheel\":460}],837:[function(t,e,r){\"use strict\";var n=t(\"../cartesian/axes\"),a=t(\"../../lib/str2rgbarray\");function i(t){this.scene=t,this.gl=t.gl,this.pixelRatio=t.pixelRatio,this.screenBox=[0,0,1,1],this.viewBox=[0,0,1,1],this.dataBox=[-1,-1,1,1],this.borderLineEnable=[!1,!1,!1,!1],this.borderLineWidth=[1,1,1,1],this.borderLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.ticks=[[],[]],this.tickEnable=[!0,!0,!1,!1],this.tickPad=[15,15,15,15],this.tickAngle=[0,0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickMarkLength=[0,0,0,0],this.tickMarkWidth=[0,0,0,0],this.tickMarkColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labels=[\"x\",\"y\"],this.labelEnable=[!0,!0,!1,!1],this.labelAngle=[0,Math.PI/2,0,3*Math.PI/2],this.labelPad=[15,15,15,15],this.labelSize=[12,12],this.labelFont=[\"sans-serif\",\"sans-serif\"],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.title=\"\",this.titleEnable=!0,this.titleCenter=[0,0,0,0],this.titleAngle=0,this.titleColor=[0,0,0,1],this.titleFont=\"sans-serif\",this.titleSize=18,this.gridLineEnable=[!0,!0],this.gridLineColor=[[0,0,0,.5],[0,0,0,.5]],this.gridLineWidth=[1,1],this.zeroLineEnable=[!0,!0],this.zeroLineWidth=[1,1],this.zeroLineColor=[[0,0,0,1],[0,0,0,1]],this.borderColor=[0,0,0,0],this.backgroundColor=[0,0,0,0],this.static=this.scene.staticPlot}var o=i.prototype,s=[\"xaxis\",\"yaxis\"];o.merge=function(t){var e,r,n,i,o,l,c,u,h,f,p;for(this.titleEnable=!1,this.backgroundColor=a(t.plot_bgcolor),f=0;f<2;++f){var d=(e=s[f]).charAt(0);for(n=(r=t[this.scene[e]._name]).title.text===this.scene.fullLayout._dfltTitle[d]?\"\":r.title.text,p=0;p<=2;p+=2)this.labelEnable[f+p]=!1,this.labels[f+p]=n,this.labelColor[f+p]=a(r.title.font.color),this.labelFont[f+p]=r.title.font.family,this.labelSize[f+p]=r.title.font.size,this.labelPad[f+p]=this.getLabelPad(e,r),this.tickEnable[f+p]=!1,this.tickColor[f+p]=a((r.tickfont||{}).color),this.tickAngle[f+p]=\"auto\"===r.tickangle?0:Math.PI*-r.tickangle/180,this.tickPad[f+p]=this.getTickPad(r),this.tickMarkLength[f+p]=0,this.tickMarkWidth[f+p]=r.tickwidth||0,this.tickMarkColor[f+p]=a(r.tickcolor),this.borderLineEnable[f+p]=!1,this.borderLineColor[f+p]=a(r.linecolor),this.borderLineWidth[f+p]=r.linewidth||0;c=this.hasSharedAxis(r),o=this.hasAxisInDfltPos(e,r)&&!c,l=this.hasAxisInAltrPos(e,r)&&!c,i=r.mirror||!1,u=c?-1!==String(i).indexOf(\"all\"):!!i,h=c?\"allticks\"===i:-1!==String(i).indexOf(\"ticks\"),o?this.labelEnable[f]=!0:l&&(this.labelEnable[f+2]=!0),o?this.tickEnable[f]=r.showticklabels:l&&(this.tickEnable[f+2]=r.showticklabels),(o||u)&&(this.borderLineEnable[f]=r.showline),(l||u)&&(this.borderLineEnable[f+2]=r.showline),(o||h)&&(this.tickMarkLength[f]=this.getTickMarkLength(r)),(l||h)&&(this.tickMarkLength[f+2]=this.getTickMarkLength(r)),this.gridLineEnable[f]=r.showgrid,this.gridLineColor[f]=a(r.gridcolor),this.gridLineWidth[f]=r.gridwidth,this.zeroLineEnable[f]=r.zeroline,this.zeroLineColor[f]=a(r.zerolinecolor),this.zeroLineWidth[f]=r.zerolinewidth}},o.hasSharedAxis=function(t){var e=this.scene,r=e.fullLayout._subplots.gl2d;return 0!==n.findSubplotsWithAxis(r,t).indexOf(e.id)},o.hasAxisInDfltPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"bottom\"===r:\"yaxis\"===t?\"left\"===r:void 0},o.hasAxisInAltrPos=function(t,e){var r=e.side;return\"xaxis\"===t?\"top\"===r:\"yaxis\"===t?\"right\"===r:void 0},o.getLabelPad=function(t,e){var r=e.title.font.size,n=e.showticklabels;return\"xaxis\"===t?\"top\"===e.side?r*(1.5+(n?1:0))-10:r*(1.5+(n?.5:0))-10:\"yaxis\"===t?\"right\"===e.side?10+r*(1.5+(n?1:.5)):10+r*(1.5+(n?.5:0)):void 0},o.getTickPad=function(t){return\"outside\"===t.ticks?10+t.ticklen:15},o.getTickMarkLength=function(t){if(!t.ticks)return 0;var e=t.ticklen;return\"inside\"===t.ticks?-e:e},e.exports=function(t){return new i(t)}},{\"../../lib/str2rgbarray\":772,\"../cartesian/axes\":798}],838:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"./scene2d\"),i=t(\"../layout_attributes\"),o=t(\"../../constants/xmlns_namespaces\"),s=t(\"../cartesian/constants\"),l=t(\"../cartesian\"),c=t(\"../../components/fx/layout_attributes\"),u=t(\"../get_data\").getSubplotData;r.name=\"gl2d\",r.attr=[\"xaxis\",\"yaxis\"],r.idRoot=[\"x\",\"y\"],r.idRegex=s.idRegex,r.attrRegex=s.attrRegex,r.attributes=t(\"../cartesian/attributes\"),r.supplyLayoutDefaults=function(t,e,r){e._has(\"cartesian\")||l.supplyLayoutDefaults(t,e,r)},r.layoutAttrOverrides=n(l.layoutAttributes,\"plot\",\"from-root\"),r.baseLayoutAttrOverrides=n({plot_bgcolor:i.plot_bgcolor,hoverlabel:c.hoverlabel},\"plot\",\"nested\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl2d,i=0;i<n.length;i++){var o=n[i],s=e._plots[o],l=u(r,\"gl2d\",o),c=s._scene2d;void 0===c&&(c=new a({id:o,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio},e),s._scene2d=c),c.plot(l,t.calcdata,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl2d||[],i=0;i<a.length;i++){var o=a[i],s=n._plots[o];if(s._scene2d){var c=u(t,\"gl2d\",o);0===c.length&&(s._scene2d.destroy(),delete n._plots[o])}}l.clean.apply(this,arguments)},r.drawFramework=function(t){t._context.staticPlot||l.drawFramework(t)},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){var a=e._plots[r[n]]._scene2d,i=a.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":i,x:0,y:0,width:\"100%\",height:\"100%\",preserveAspectRatio:\"none\"}),a.destroy()}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl2d,n=0;n<r.length;n++){e._plots[r[n]]._scene2d.updateFx(e.dragmode)}}},{\"../../components/fx/layout_attributes\":656,\"../../constants/xmlns_namespaces\":725,\"../../plot_api/edit_types\":780,\"../cartesian\":811,\"../cartesian/attributes\":796,\"../cartesian/constants\":804,\"../get_data\":835,\"../layout_attributes\":852,\"./scene2d\":839}],839:[function(t,e,r){\"use strict\";var n,a,i=t(\"../../registry\"),o=t(\"../../plots/cartesian/axes\"),s=t(\"../../components/fx\"),l=t(\"gl-plot2d\"),c=t(\"gl-spikes2d\"),u=t(\"gl-select-box\"),h=t(\"webgl-context\"),f=t(\"./convert\"),p=t(\"./camera\"),d=t(\"../../lib/show_no_webgl_msg\"),g=t(\"../cartesian/constraints\"),m=g.enforce,v=g.clean,y=t(\"../cartesian/autorange\").doAutoRange,x=t(\"../../components/dragelement/helpers\"),b=x.drawMode,_=x.selectMode,w=[\"xaxis\",\"yaxis\"],T=t(\"../cartesian/constants\").SUBPLOT_PATTERN;function k(t,e){this.container=t.container,this.graphDiv=t.graphDiv,this.pixelRatio=t.plotGlPixelRatio||window.devicePixelRatio,this.id=t.id,this.staticPlot=!!t.staticPlot,this.scrollZoom=this.graphDiv._context._scrollZoom.cartesian,this.fullData=null,this.updateRefs(e),this.makeFramework(),this.stopped||(this.glplotOptions=f(this),this.glplotOptions.merge(e),this.glplot=l(this.glplotOptions),this.camera=p(this),this.traces={},this.spikes=c(this.glplot),this.selectBox=u(this.glplot,{innerFill:!1,outerFill:!0}),this.lastButtonState=0,this.pickResult=null,this.isMouseOver=!0,this.stopped=!1,this.redraw=this.draw.bind(this),this.redraw())}e.exports=k;var M=k.prototype;M.makeFramework=function(){if(this.staticPlot){if(!(a||(n=document.createElement(\"canvas\"),a=h({canvas:n,preserveDrawingBuffer:!1,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"Error creating static canvas/context for image server\");this.canvas=n,this.gl=a}else{var t=this.container.querySelector(\".gl-canvas-focus\"),e=h({canvas:t,preserveDrawingBuffer:!0,premultipliedAlpha:!0});if(!e)return d(this),void(this.stopped=!0);this.canvas=t,this.gl=e}var r=this.canvas;r.style.width=\"100%\",r.style.height=\"100%\",r.style.position=\"absolute\",r.style.top=\"0px\",r.style.left=\"0px\",r.style[\"pointer-events\"]=\"none\",this.updateSize(r);var i=this.svgContainer=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");i.style.position=\"absolute\",i.style.top=i.style.left=\"0px\",i.style.width=i.style.height=\"100%\",i.style[\"z-index\"]=20,i.style[\"pointer-events\"]=\"none\";var o=this.mouseContainer=document.createElement(\"div\");o.style.position=\"absolute\",o.style[\"pointer-events\"]=\"auto\",this.pickCanvas=this.container.querySelector(\".gl-canvas-pick\");var s=this.container;s.appendChild(i),s.appendChild(o);var l=this;o.addEventListener(\"mouseout\",(function(){l.isMouseOver=!1,l.unhover()})),o.addEventListener(\"mouseover\",(function(){l.isMouseOver=!0}))},M.toImage=function(t){t||(t=\"png\"),this.stopped=!0,this.staticPlot&&this.container.appendChild(n),this.updateSize(this.canvas);var e=this.glplot.gl,r=e.drawingBufferWidth,a=e.drawingBufferHeight;e.clearColor(1,1,1,0),e.clear(e.COLOR_BUFFER_BIT|e.DEPTH_BUFFER_BIT),this.glplot.setDirty(),this.glplot.draw(),e.bindFramebuffer(e.FRAMEBUFFER,null);var i=new Uint8Array(r*a*4);e.readPixels(0,0,r,a,e.RGBA,e.UNSIGNED_BYTE,i);for(var o=0,s=a-1;o<s;++o,--s)for(var l=0;l<r;++l)for(var c=0;c<4;++c){var u=i[4*(r*o+l)+c];i[4*(r*o+l)+c]=i[4*(r*s+l)+c],i[4*(r*s+l)+c]=u}var h=document.createElement(\"canvas\");h.width=r,h.height=a;var f,p=h.getContext(\"2d\"),d=p.createImageData(r,a);switch(d.data.set(i),p.putImageData(d,0,0),t){case\"jpeg\":f=h.toDataURL(\"image/jpeg\");break;case\"webp\":f=h.toDataURL(\"image/webp\");break;default:f=h.toDataURL(\"image/png\")}return this.staticPlot&&this.container.removeChild(n),f},M.updateSize=function(t){t||(t=this.canvas);var e=this.pixelRatio,r=this.fullLayout,n=r.width,a=r.height,i=0|Math.ceil(e*n),o=0|Math.ceil(e*a);return t.width===i&&t.height===o||(t.width=i,t.height=o),t},M.computeTickMarks=function(){this.xaxis.setScale(),this.yaxis.setScale();for(var t=[o.calcTicks(this.xaxis),o.calcTicks(this.yaxis)],e=0;e<2;++e)for(var r=0;r<t[e].length;++r)t[e][r].text=t[e][r].text+\"\";return t},M.updateRefs=function(t){this.fullLayout=t;var e=this.id.match(T),r=\"xaxis\"+e[1],n=\"yaxis\"+e[2];this.xaxis=this.fullLayout[r],this.yaxis=this.fullLayout[n]},M.relayoutCallback=function(){var t=this.graphDiv,e=this.xaxis,r=this.yaxis,n=t.layout,a={},o=a[e._name+\".range\"]=e.range.slice(),s=a[r._name+\".range\"]=r.range.slice();a[e._name+\".autorange\"]=e.autorange,a[r._name+\".autorange\"]=r.autorange,i.call(\"_storeDirectGUIEdit\",t.layout,t._fullLayout._preGUI,a);var l=n[e._name];l.range=o,l.autorange=e.autorange;var c=n[r._name];c.range=s,c.autorange=r.autorange,a.lastInputTime=this.camera.lastInputTime,t.emit(\"plotly_relayout\",a)},M.cameraChanged=function(){var t=this.camera;this.glplot.setDataBox(this.calcDataBox());var e=this.computeTickMarks();(function(t,e){for(var r=0;r<2;++r){var n=t[r],a=e[r];if(n.length!==a.length)return!0;for(var i=0;i<n.length;++i)if(n[i].x!==a[i].x)return!0}return!1})(e,this.glplotOptions.ticks)&&(this.glplotOptions.ticks=e,this.glplotOptions.dataBox=t.dataBox,this.glplot.update(this.glplotOptions),this.handleAnnotations())},M.handleAnnotations=function(){for(var t=this.graphDiv,e=this.fullLayout.annotations,r=0;r<e.length;r++){var n=e[r];n.xref===this.xaxis._id&&n.yref===this.yaxis._id&&i.getComponentMethod(\"annotations\",\"drawOne\")(t,r)}},M.destroy=function(){if(this.glplot){var t=this.traces;t&&Object.keys(t).map((function(e){t[e].dispose(),delete t[e]})),this.glplot.dispose(),this.container.removeChild(this.svgContainer),this.container.removeChild(this.mouseContainer),this.fullData=null,this.glplot=null,this.stopped=!0,this.camera.mouseListener.enabled=!1,this.mouseContainer.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null}},M.plot=function(t,e,r){var n=this.glplot;this.updateRefs(r),this.xaxis.clearCalc(),this.yaxis.clearCalc(),this.updateTraces(t,e),this.updateFx(r.dragmode);var a=r.width,i=r.height;this.updateSize(this.canvas);var o=this.glplotOptions;o.merge(r),o.screenBox=[0,0,a,i];var s={_fullLayout:{_axisConstraintGroups:this.graphDiv._fullLayout._axisConstraintGroups,xaxis:this.xaxis,yaxis:this.yaxis}};v(s,this.xaxis),v(s,this.yaxis);var l,c,u=r._size,h=this.xaxis.domain,f=this.yaxis.domain;for(o.viewBox=[u.l+h[0]*u.w,u.b+f[0]*u.h,a-u.r-(1-h[1])*u.w,i-u.t-(1-f[1])*u.h],this.mouseContainer.style.width=u.w*(h[1]-h[0])+\"px\",this.mouseContainer.style.height=u.h*(f[1]-f[0])+\"px\",this.mouseContainer.height=u.h*(f[1]-f[0]),this.mouseContainer.style.left=u.l+h[0]*u.w+\"px\",this.mouseContainer.style.top=u.t+(1-f[1])*u.h+\"px\",c=0;c<2;++c)(l=this[w[c]])._length=o.viewBox[c+2]-o.viewBox[c],y(this.graphDiv,l),l.setScale();m(s),o.ticks=this.computeTickMarks(),o.dataBox=this.calcDataBox(),o.merge(r),n.update(o),this.glplot.draw()},M.calcDataBox=function(){var t=this.xaxis,e=this.yaxis,r=t.range,n=e.range,a=t.r2l,i=e.r2l;return[a(r[0]),i(n[0]),a(r[1]),i(n[1])]},M.setRanges=function(t){var e=this.xaxis,r=this.yaxis,n=e.l2r,a=r.l2r;e.range=[n(t[0]),n(t[2])],r.range=[a(t[1]),a(t[3])]},M.updateTraces=function(t,e){var r,n,a,i=Object.keys(this.traces);this.fullData=t;t:for(r=0;r<i.length;r++){var o=i[r],s=this.traces[o];for(n=0;n<t.length;n++)if((a=t[n]).uid===o&&a.type===s.type)continue t;s.dispose(),delete this.traces[o]}for(r=0;r<t.length;r++){a=t[r];var l=e[r],c=this.traces[a.uid];c?c.update(a,l):(c=a._module.plot(this,a,l),this.traces[a.uid]=c)}this.glplot.objects.sort((function(t,e){return t._trace.index-e._trace.index}))},M.updateFx=function(t){_(t)||b(t)?(this.pickCanvas.style[\"pointer-events\"]=\"none\",this.mouseContainer.style[\"pointer-events\"]=\"none\"):(this.pickCanvas.style[\"pointer-events\"]=\"auto\",this.mouseContainer.style[\"pointer-events\"]=\"auto\"),this.mouseContainer.style.cursor=\"pan\"===t?\"move\":\"zoom\"===t?\"crosshair\":null},M.emitPointAction=function(t,e){for(var r,n=t.trace.uid,a=t.pointIndex,i=0;i<this.fullData.length;i++)this.fullData[i].uid===n&&(r=this.fullData[i]);var o={x:t.traceCoord[0],y:t.traceCoord[1],curveNumber:r.index,pointNumber:a,data:r._input,fullData:this.fullData,xaxis:this.xaxis,yaxis:this.yaxis};s.appendArrayPointValue(o,r,a),this.graphDiv.emit(e,{points:[o]})},M.draw=function(){if(!this.stopped){requestAnimationFrame(this.redraw);var t=this.glplot,e=this.camera,r=e.mouseListener,n=1===this.lastButtonState&&0===r.buttons,a=this.fullLayout;this.lastButtonState=r.buttons,this.cameraChanged();var i,o=r.x*t.pixelRatio,l=this.canvas.height-t.pixelRatio*r.y;if(e.boxEnabled&&\"zoom\"===a.dragmode){this.selectBox.enabled=!0;for(var c=this.selectBox.selectBox=[Math.min(e.boxStart[0],e.boxEnd[0]),Math.min(e.boxStart[1],e.boxEnd[1]),Math.max(e.boxStart[0],e.boxEnd[0]),Math.max(e.boxStart[1],e.boxEnd[1])],u=0;u<2;u++)e.boxStart[u]===e.boxEnd[u]&&(c[u]=t.dataBox[u],c[u+2]=t.dataBox[u+2]);t.setDirty()}else if(!e.panning&&this.isMouseOver){this.selectBox.enabled=!1;var h=a._size,f=this.xaxis.domain,p=this.yaxis.domain,d=(i=t.pick(o/t.pixelRatio+h.l+f[0]*h.w,l/t.pixelRatio-(h.t+(1-p[1])*h.h)))&&i.object._trace.handlePick(i);if(d&&n&&this.emitPointAction(d,\"plotly_click\"),i&&\"skip\"!==i.object._trace.hoverinfo&&a.hovermode&&d&&(!this.lastPickResult||this.lastPickResult.traceUid!==d.trace.uid||this.lastPickResult.dataCoord[0]!==d.dataCoord[0]||this.lastPickResult.dataCoord[1]!==d.dataCoord[1])){var g=d;this.lastPickResult={traceUid:d.trace?d.trace.uid:null,dataCoord:d.dataCoord.slice()},this.spikes.update({center:i.dataCoord}),g.screenCoord=[((t.viewBox[2]-t.viewBox[0])*(i.dataCoord[0]-t.dataBox[0])/(t.dataBox[2]-t.dataBox[0])+t.viewBox[0])/t.pixelRatio,(this.canvas.height-(t.viewBox[3]-t.viewBox[1])*(i.dataCoord[1]-t.dataBox[1])/(t.dataBox[3]-t.dataBox[1])-t.viewBox[1])/t.pixelRatio],this.emitPointAction(d,\"plotly_hover\");var m=this.fullData[g.trace.index]||{},v=g.pointIndex,y=s.castHoverinfo(m,a,v);if(y&&\"all\"!==y){var x=y.split(\"+\");-1===x.indexOf(\"x\")&&(g.traceCoord[0]=void 0),-1===x.indexOf(\"y\")&&(g.traceCoord[1]=void 0),-1===x.indexOf(\"z\")&&(g.traceCoord[2]=void 0),-1===x.indexOf(\"text\")&&(g.textLabel=void 0),-1===x.indexOf(\"name\")&&(g.name=void 0)}s.loneHover({x:g.screenCoord[0],y:g.screenCoord[1],xLabel:this.hoverFormatter(\"xaxis\",g.traceCoord[0]),yLabel:this.hoverFormatter(\"yaxis\",g.traceCoord[1]),zLabel:g.traceCoord[2],text:g.textLabel,name:g.name,color:s.castHoverOption(m,v,\"bgcolor\")||g.color,borderColor:s.castHoverOption(m,v,\"bordercolor\"),fontFamily:s.castHoverOption(m,v,\"font.family\"),fontSize:s.castHoverOption(m,v,\"font.size\"),fontColor:s.castHoverOption(m,v,\"font.color\"),nameLength:s.castHoverOption(m,v,\"namelength\"),textAlign:s.castHoverOption(m,v,\"align\")},{container:this.svgContainer,gd:this.graphDiv})}}i||this.unhover(),t.draw()}},M.unhover=function(){this.lastPickResult&&(this.spikes.update({}),this.lastPickResult=null,this.graphDiv.emit(\"plotly_unhover\"),s.loneUnhover(this.svgContainer))},M.hoverFormatter=function(t,e){if(void 0!==e){var r=this[t];return o.tickText(r,r.c2l(e),\"hover\").text}}},{\"../../components/dragelement/helpers\":633,\"../../components/fx\":655,\"../../lib/show_no_webgl_msg\":770,\"../../plots/cartesian/axes\":798,\"../../registry\":881,\"../cartesian/autorange\":797,\"../cartesian/constants\":804,\"../cartesian/constraints\":805,\"./camera\":836,\"./convert\":837,\"gl-plot2d\":298,\"gl-select-box\":310,\"gl-spikes2d\":319,\"webgl-context\":578}],840:[function(t,e,r){\"use strict\";var n=t(\"../../plot_api/edit_types\").overrideAll,a=t(\"../../components/fx/layout_attributes\"),i=t(\"./scene\"),o=t(\"../get_data\").getSubplotData,s=t(\"../../lib\"),l=t(\"../../constants/xmlns_namespaces\");r.name=\"gl3d\",r.attr=\"scene\",r.idRoot=\"scene\",r.idRegex=r.attrRegex=s.counterRegex(\"scene\"),r.attributes=t(\"./layout/attributes\"),r.layoutAttributes=t(\"./layout/layout_attributes\"),r.baseLayoutAttrOverrides=n({hoverlabel:a.hoverlabel},\"plot\",\"nested\"),r.supplyLayoutDefaults=t(\"./layout/defaults\"),r.plot=function(t){for(var e=t._fullLayout,r=t._fullData,n=e._subplots.gl3d,a=0;a<n.length;a++){var s=n[a],l=o(r,\"gl3d\",s),c=e[s],u=c.camera,h=c._scene;h||(h=new i({id:s,graphDiv:t,container:t.querySelector(\".gl-container\"),staticPlot:t._context.staticPlot,plotGlPixelRatio:t._context.plotGlPixelRatio,camera:u},e),c._scene=h),h.viewInitial||(h.viewInitial={up:{x:u.up.x,y:u.up.y,z:u.up.z},eye:{x:u.eye.x,y:u.eye.y,z:u.eye.z},center:{x:u.center.x,y:u.center.y,z:u.center.z}}),h.plot(l,e,t.layout)}},r.clean=function(t,e,r,n){for(var a=n._subplots.gl3d||[],i=0;i<a.length;i++){var o=a[i];!e[o]&&n[o]._scene&&(n[o]._scene.destroy(),n._infolayer&&n._infolayer.selectAll(\".annotation-\"+o).remove())}},r.toSVG=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=e._size,a=0;a<r.length;a++){var i=e[r[a]],o=i.domain,s=i._scene,c=s.toImage(\"png\");e._glimages.append(\"svg:image\").attr({xmlns:l.svg,\"xlink:href\":c,x:n.l+n.w*o.x[0],y:n.t+n.h*(1-o.y[1]),width:n.w*(o.x[1]-o.x[0]),height:n.h*(o.y[1]-o.y[0]),preserveAspectRatio:\"none\"}),s.destroy()}},r.cleanId=function(t){if(t.match(/^scene[0-9]*$/)){var e=t.substr(5);return\"1\"===e&&(e=\"\"),\"scene\"+e}},r.updateFx=function(t){for(var e=t._fullLayout,r=e._subplots.gl3d,n=0;n<r.length;n++){e[r[n]]._scene.updateFx(e.dragmode,e.hovermode)}}},{\"../../components/fx/layout_attributes\":656,\"../../constants/xmlns_namespaces\":725,\"../../lib\":749,\"../../plot_api/edit_types\":780,\"../get_data\":835,\"./layout/attributes\":841,\"./layout/defaults\":845,\"./layout/layout_attributes\":846,\"./scene\":850}],841:[function(t,e,r){\"use strict\";e.exports={scene:{valType:\"subplotid\",dflt:\"scene\",editType:\"calc+clearAxisTypes\"}}},{}],842:[function(t,e,r){\"use strict\";var n=t(\"../../../components/color\"),a=t(\"../../cartesian/layout_attributes\"),i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../plot_api/edit_types\").overrideAll;e.exports=o({visible:a.visible,showspikes:{valType:\"boolean\",dflt:!0},spikesides:{valType:\"boolean\",dflt:!0},spikethickness:{valType:\"number\",min:0,dflt:2},spikecolor:{valType:\"color\",dflt:n.defaultLine},showbackground:{valType:\"boolean\",dflt:!1},backgroundcolor:{valType:\"color\",dflt:\"rgba(204, 204, 204, 0.5)\"},showaxeslabels:{valType:\"boolean\",dflt:!0},color:a.color,categoryorder:a.categoryorder,categoryarray:a.categoryarray,title:{text:a.title.text,font:a.title.font},type:i({},a.type,{values:[\"-\",\"linear\",\"log\",\"date\",\"category\"]}),autorange:a.autorange,rangemode:a.rangemode,range:i({},a.range,{items:[{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}},{valType:\"any\",editType:\"plot\",impliedEdits:{\"^autorange\":!1}}],anim:!1}),tickmode:a.tickmode,nticks:a.nticks,tick0:a.tick0,dtick:a.dtick,tickvals:a.tickvals,ticktext:a.ticktext,ticks:a.ticks,mirror:a.mirror,ticklen:a.ticklen,tickwidth:a.tickwidth,tickcolor:a.tickcolor,showticklabels:a.showticklabels,tickfont:a.tickfont,tickangle:a.tickangle,tickprefix:a.tickprefix,showtickprefix:a.showtickprefix,ticksuffix:a.ticksuffix,showticksuffix:a.showticksuffix,showexponent:a.showexponent,exponentformat:a.exponentformat,minexponent:a.minexponent,separatethousands:a.separatethousands,tickformat:a.tickformat,tickformatstops:a.tickformatstops,hoverformat:a.hoverformat,showline:a.showline,linecolor:a.linecolor,linewidth:a.linewidth,showgrid:a.showgrid,gridcolor:i({},a.gridcolor,{dflt:\"rgb(204, 204, 204)\"}),gridwidth:a.gridwidth,zeroline:a.zeroline,zerolinecolor:a.zerolinecolor,zerolinewidth:a.zerolinewidth,_deprecated:{title:a._deprecated.title,titlefont:a._deprecated.titlefont}},\"plot\",\"from-root\")},{\"../../../components/color\":615,\"../../../lib/extend\":739,\"../../../plot_api/edit_types\":780,\"../../cartesian/layout_attributes\":812}],843:[function(t,e,r){\"use strict\";var n=t(\"tinycolor2\").mix,a=t(\"../../../lib\"),i=t(\"../../../plot_api/plot_template\"),o=t(\"./axis_attributes\"),s=t(\"../../cartesian/type_defaults\"),l=t(\"../../cartesian/axis_defaults\"),c=[\"xaxis\",\"yaxis\",\"zaxis\"];e.exports=function(t,e,r){var u,h;function f(t,e){return a.coerce(u,h,o,t,e)}for(var p=0;p<c.length;p++){var d=c[p];u=t[d]||{},(h=i.newContainer(e,d))._id=d[0]+r.scene,h._name=d,s(u,h,f,r),l(u,h,f,{font:r.font,letter:d[0],data:r.data,showGrid:!0,noTickson:!0,noTicklabelmode:!0,bgColor:r.bgColor,calendar:r.calendar},r.fullLayout),f(\"gridcolor\",n(h.color,r.bgColor,13600/187).toRgbString()),f(\"title.text\",d[0]),h.setScale=a.noop,f(\"showspikes\")&&(f(\"spikesides\"),f(\"spikethickness\"),f(\"spikecolor\",h.color)),f(\"showaxeslabels\"),f(\"showbackground\")&&f(\"backgroundcolor\")}}},{\"../../../lib\":749,\"../../../plot_api/plot_template\":787,\"../../cartesian/axis_defaults\":800,\"../../cartesian/type_defaults\":823,\"./axis_attributes\":842,tinycolor2:548}],844:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"];function o(){this.bounds=[[-10,-10,-10],[10,10,10]],this.ticks=[[],[],[]],this.tickEnable=[!0,!0,!0],this.tickFont=[\"sans-serif\",\"sans-serif\",\"sans-serif\"],this.tickSize=[12,12,12],this.tickAngle=[0,0,0],this.tickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.tickPad=[18,18,18],this.labels=[\"x\",\"y\",\"z\"],this.labelEnable=[!0,!0,!0],this.labelFont=[\"Open Sans\",\"Open Sans\",\"Open Sans\"],this.labelSize=[20,20,20],this.labelColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.labelPad=[30,30,30],this.lineEnable=[!0,!0,!0],this.lineMirror=[!1,!1,!1],this.lineWidth=[1,1,1],this.lineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.lineTickEnable=[!0,!0,!0],this.lineTickMirror=[!1,!1,!1],this.lineTickLength=[10,10,10],this.lineTickWidth=[1,1,1],this.lineTickColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.gridEnable=[!0,!0,!0],this.gridWidth=[1,1,1],this.gridColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroEnable=[!0,!0,!0],this.zeroLineColor=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.zeroLineWidth=[2,2,2],this.backgroundEnable=[!0,!0,!0],this.backgroundColor=[[.8,.8,.8,.5],[.8,.8,.8,.5],[.8,.8,.8,.5]],this._defaultTickPad=this.tickPad.slice(),this._defaultLabelPad=this.labelPad.slice(),this._defaultLineTickLength=this.lineTickLength.slice()}o.prototype.merge=function(t,e){for(var r=0;r<3;++r){var o=e[i[r]];o.visible?(this.labels[r]=t._meta?a.templateString(o.title.text,t._meta):o.title.text,\"font\"in o.title&&(o.title.font.color&&(this.labelColor[r]=n(o.title.font.color)),o.title.font.family&&(this.labelFont[r]=o.title.font.family),o.title.font.size&&(this.labelSize[r]=o.title.font.size)),\"showline\"in o&&(this.lineEnable[r]=o.showline),\"linecolor\"in o&&(this.lineColor[r]=n(o.linecolor)),\"linewidth\"in o&&(this.lineWidth[r]=o.linewidth),\"showgrid\"in o&&(this.gridEnable[r]=o.showgrid),\"gridcolor\"in o&&(this.gridColor[r]=n(o.gridcolor)),\"gridwidth\"in o&&(this.gridWidth[r]=o.gridwidth),\"log\"===o.type?this.zeroEnable[r]=!1:\"zeroline\"in o&&(this.zeroEnable[r]=o.zeroline),\"zerolinecolor\"in o&&(this.zeroLineColor[r]=n(o.zerolinecolor)),\"zerolinewidth\"in o&&(this.zeroLineWidth[r]=o.zerolinewidth),\"ticks\"in o&&o.ticks?this.lineTickEnable[r]=!0:this.lineTickEnable[r]=!1,\"ticklen\"in o&&(this.lineTickLength[r]=this._defaultLineTickLength[r]=o.ticklen),\"tickcolor\"in o&&(this.lineTickColor[r]=n(o.tickcolor)),\"tickwidth\"in o&&(this.lineTickWidth[r]=o.tickwidth),\"tickangle\"in o&&(this.tickAngle[r]=\"auto\"===o.tickangle?-3600:Math.PI*-o.tickangle/180),\"showticklabels\"in o&&(this.tickEnable[r]=o.showticklabels),\"tickfont\"in o&&(o.tickfont.color&&(this.tickColor[r]=n(o.tickfont.color)),o.tickfont.family&&(this.tickFont[r]=o.tickfont.family),o.tickfont.size&&(this.tickSize[r]=o.tickfont.size)),\"mirror\"in o?-1!==[\"ticks\",\"all\",\"allticks\"].indexOf(o.mirror)?(this.lineTickMirror[r]=!0,this.lineMirror[r]=!0):!0===o.mirror?(this.lineTickMirror[r]=!1,this.lineMirror[r]=!0):(this.lineTickMirror[r]=!1,this.lineMirror[r]=!1):this.lineMirror[r]=!1,\"showbackground\"in o&&!1!==o.showbackground?(this.backgroundEnable[r]=!0,this.backgroundColor[r]=n(o.backgroundcolor)):this.backgroundEnable[r]=!1):(this.tickEnable[r]=!1,this.labelEnable[r]=!1,this.lineEnable[r]=!1,this.lineTickEnable[r]=!1,this.gridEnable[r]=!1,this.zeroEnable[r]=!1,this.backgroundEnable[r]=!1)}},e.exports=function(t,e){var r=new o;return r.merge(t,e),r}},{\"../../../lib\":749,\"../../../lib/str2rgbarray\":772}],845:[function(t,e,r){\"use strict\";var n=t(\"../../../lib\"),a=t(\"../../../components/color\"),i=t(\"../../../registry\"),o=t(\"../../subplot_defaults\"),s=t(\"./axis_defaults\"),l=t(\"./layout_attributes\"),c=t(\"../../get_data\").getSubplotData;function u(t,e,r,n){for(var o=r(\"bgcolor\"),l=a.combine(o,n.paper_bgcolor),u=[\"up\",\"center\",\"eye\"],h=0;h<u.length;h++)r(\"camera.\"+u[h]+\".x\"),r(\"camera.\"+u[h]+\".y\"),r(\"camera.\"+u[h]+\".z\");r(\"camera.projection.type\");var f=!!r(\"aspectratio.x\")&&!!r(\"aspectratio.y\")&&!!r(\"aspectratio.z\"),p=r(\"aspectmode\",f?\"manual\":\"auto\");f||(t.aspectratio=e.aspectratio={x:1,y:1,z:1},\"manual\"===p&&(e.aspectmode=\"auto\"),t.aspectmode=e.aspectmode);var d=c(n.fullData,\"gl3d\",n.id);s(t,e,{font:n.font,scene:n.id,data:d,bgColor:l,calendar:n.calendar,fullLayout:n.fullLayout}),i.getComponentMethod(\"annotations3d\",\"handleDefaults\")(t,e,n);var g=n.getDfltFromLayout(\"dragmode\");if(!1!==g&&!g)if(g=\"orbit\",t.camera&&t.camera.up){var m=t.camera.up.x,v=t.camera.up.y,y=t.camera.up.z;0!==y&&(m&&v&&y?y/Math.sqrt(m*m+v*v+y*y)>.999&&(g=\"turntable\"):g=\"turntable\")}else g=\"turntable\";r(\"dragmode\",g),r(\"hovermode\",n.getDfltFromLayout(\"hovermode\"))}e.exports=function(t,e,r){var a=e._basePlotModules.length>1;o(t,e,r,{type:\"gl3d\",attributes:l,handleDefaults:u,fullLayout:e,font:e.font,fullData:r,getDfltFromLayout:function(e){if(!a)return n.validate(t[e],l[e])?t[e]:void 0},paper_bgcolor:e.paper_bgcolor,calendar:e.calendar})}},{\"../../../components/color\":615,\"../../../lib\":749,\"../../../registry\":881,\"../../get_data\":835,\"../../subplot_defaults\":875,\"./axis_defaults\":843,\"./layout_attributes\":846}],846:[function(t,e,r){\"use strict\";var n=t(\"./axis_attributes\"),a=t(\"../../domain\").attributes,i=t(\"../../../lib/extend\").extendFlat,o=t(\"../../../lib\").counterRegex;function s(t,e,r){return{x:{valType:\"number\",dflt:t,editType:\"camera\"},y:{valType:\"number\",dflt:e,editType:\"camera\"},z:{valType:\"number\",dflt:r,editType:\"camera\"},editType:\"camera\"}}e.exports={_arrayAttrRegexps:[o(\"scene\",\".annotations\",!0)],bgcolor:{valType:\"color\",dflt:\"rgba(0,0,0,0)\",editType:\"plot\"},camera:{up:i(s(0,0,1),{}),center:i(s(0,0,0),{}),eye:i(s(1.25,1.25,1.25),{}),projection:{type:{valType:\"enumerated\",values:[\"perspective\",\"orthographic\"],dflt:\"perspective\",editType:\"calc\"},editType:\"calc\"},editType:\"camera\"},domain:a({name:\"scene\",editType:\"plot\"}),aspectmode:{valType:\"enumerated\",values:[\"auto\",\"cube\",\"data\",\"manual\"],dflt:\"auto\",editType:\"plot\",impliedEdits:{\"aspectratio.x\":void 0,\"aspectratio.y\":void 0,\"aspectratio.z\":void 0}},aspectratio:{x:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},y:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},z:{valType:\"number\",min:0,editType:\"plot\",impliedEdits:{\"^aspectmode\":\"manual\"}},editType:\"plot\",impliedEdits:{aspectmode:\"manual\"}},xaxis:n,yaxis:n,zaxis:n,dragmode:{valType:\"enumerated\",values:[\"orbit\",\"turntable\",\"zoom\",\"pan\",!1],editType:\"plot\"},hovermode:{valType:\"enumerated\",values:[\"closest\",!1],dflt:\"closest\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"plot\",_deprecated:{cameraposition:{valType:\"info_array\",editType:\"camera\"}}}},{\"../../../lib\":749,\"../../../lib/extend\":739,\"../../domain\":825,\"./axis_attributes\":842}],847:[function(t,e,r){\"use strict\";var n=t(\"../../../lib/str2rgbarray\"),a=[\"xaxis\",\"yaxis\",\"zaxis\"];function i(){this.enabled=[!0,!0,!0],this.colors=[[0,0,0,1],[0,0,0,1],[0,0,0,1]],this.drawSides=[!0,!0,!0],this.lineWidth=[1,1,1]}i.prototype.merge=function(t){for(var e=0;e<3;++e){var r=t[a[e]];r.visible?(this.enabled[e]=r.showspikes,this.colors[e]=n(r.spikecolor),this.drawSides[e]=r.spikesides,this.lineWidth[e]=r.spikethickness):(this.enabled[e]=!1,this.drawSides[e]=!1)}},e.exports=function(t){var e=new i;return e.merge(t),e}},{\"../../../lib/str2rgbarray\":772}],848:[function(t,e,r){\"use strict\";e.exports=function(t){for(var e=t.axesOptions,r=t.glplot.axesPixels,s=t.fullSceneLayout,l=[[],[],[]],c=0;c<3;++c){var u=s[i[c]];if(u._length=(r[c].hi-r[c].lo)*r[c].pixelsPerDataUnit/t.dataScale[c],Math.abs(u._length)===1/0||isNaN(u._length))l[c]=[];else{u._input_range=u.range.slice(),u.range[0]=r[c].lo/t.dataScale[c],u.range[1]=r[c].hi/t.dataScale[c],u._m=1/(t.dataScale[c]*r[c].pixelsPerDataUnit),u.range[0]===u.range[1]&&(u.range[0]-=1,u.range[1]+=1);var h=u.tickmode;if(\"auto\"===u.tickmode){u.tickmode=\"linear\";var f=u.nticks||a.constrain(u._length/40,4,9);n.autoTicks(u,Math.abs(u.range[1]-u.range[0])/f)}for(var p=n.calcTicks(u,{msUTC:!0}),d=0;d<p.length;++d)p[d].x=p[d].x*t.dataScale[c],\"date\"===u.type&&(p[d].text=p[d].text.replace(/\\<br\\>/g,\" \"));l[c]=p,u.tickmode=h}}e.ticks=l;for(c=0;c<3;++c){o[c]=.5*(t.glplot.bounds[0][c]+t.glplot.bounds[1][c]);for(d=0;d<2;++d)e.bounds[d][c]=t.glplot.bounds[d][c]}t.contourLevels=function(t){for(var e=new Array(3),r=0;r<3;++r){for(var n=t[r],a=new Array(n.length),i=0;i<n.length;++i)a[i]=n[i].x;e[r]=a}return e}(l)};var n=t(\"../../cartesian/axes\"),a=t(\"../../../lib\"),i=[\"xaxis\",\"yaxis\",\"zaxis\"],o=[0,0,0]},{\"../../../lib\":749,\"../../cartesian/axes\":798}],849:[function(t,e,r){\"use strict\";function n(t,e){var r,n,a=[0,0,0,0];for(r=0;r<4;++r)for(n=0;n<4;++n)a[n]+=t[4*r+n]*e[r];return a}e.exports=function(t,e){return n(t.projection,n(t.view,n(t.model,[e[0],e[1],e[2],1])))}},{}],850:[function(t,e,r){\"use strict\";var n,a,i=t(\"gl-plot3d\"),o=i.createCamera,s=i.createScene,l=t(\"webgl-context\"),c=t(\"has-passive-events\"),u=t(\"../../registry\"),h=t(\"../../lib\"),f=t(\"../../plots/cartesian/axes\"),p=t(\"../../components/fx\"),d=t(\"../../lib/str2rgbarray\"),g=t(\"../../lib/show_no_webgl_msg\"),m=t(\"./project\"),v=t(\"./layout/convert\"),y=t(\"./layout/spikes\"),x=t(\"./layout/tick_marks\"),b=t(\"is-mobile\")({tablet:!0,featureDetect:!0});function _(t,e){var r=document.createElement(\"div\"),n=t.container;this.graphDiv=t.graphDiv;var a=document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\");a.style.position=\"absolute\",a.style.top=a.style.left=\"0px\",a.style.width=a.style.height=\"100%\",a.style[\"z-index\"]=20,a.style[\"pointer-events\"]=\"none\",r.appendChild(a),this.svgContainer=a,r.id=t.id,r.style.position=\"absolute\",r.style.top=r.style.left=\"0px\",r.style.width=r.style.height=\"100%\",n.appendChild(r),this.fullLayout=e,this.id=t.id||\"scene\",this.fullSceneLayout=e[this.id],this.plotArgs=[[],{},{}],this.axesOptions=v(e,e[this.id]),this.spikeOptions=y(e[this.id]),this.container=r,this.staticMode=!!t.staticPlot,this.pixelRatio=this.pixelRatio||t.plotGlPixelRatio||2,this.dataScale=[1,1,1],this.contourLevels=[[],[],[]],this.convertAnnotations=u.getComponentMethod(\"annotations3d\",\"convert\"),this.drawAnnotations=u.getComponentMethod(\"annotations3d\",\"draw\"),this.initializeGLPlot()}var w=_.prototype;w.prepareOptions=function(){var t={canvas:this.canvas,gl:this.gl,glOptions:{preserveDrawingBuffer:b,premultipliedAlpha:!0,antialias:!0},container:this.container,axes:this.axesOptions,spikes:this.spikeOptions,pickRadius:10,snapToData:!0,autoScale:!0,autoBounds:!1,cameraObject:this.camera,pixelRatio:this.pixelRatio};if(this.staticMode){if(!(a||(n=document.createElement(\"canvas\"),a=l({canvas:n,preserveDrawingBuffer:!0,premultipliedAlpha:!0,antialias:!0}))))throw new Error(\"error creating static canvas/context for image server\");t.gl=a,t.canvas=n}return t},w.tryCreatePlot=function(){var t=this.prepareOptions(),e=!0;try{this.glplot=s(t)}catch(r){if(this.staticMode)e=!1;else try{h.warn([\"webgl setup failed possibly due to\",b?\"disabling\":\"enabling\",\"preserveDrawingBuffer config.\",\"The device may not be supported by is-mobile module!\",\"Inverting preserveDrawingBuffer option in second attempt to create webgl scene.\"].join(\" \")),b=t.glOptions.preserveDrawingBuffer=!t.glOptions.preserveDrawingBuffer,this.glplot=s(t)}catch(t){e=!1}}return e},w.initializeGLCamera=function(){var t=this.fullSceneLayout.camera,e=\"orthographic\"===t.projection.type;this.camera=o(this.container,{center:[t.center.x,t.center.y,t.center.z],eye:[t.eye.x,t.eye.y,t.eye.z],up:[t.up.x,t.up.y,t.up.z],_ortho:e,zoomMin:.01,zoomMax:100,mode:\"orbit\"})},w.initializeGLPlot=function(){var t=this;if(t.initializeGLCamera(),!t.tryCreatePlot())return g(t);t.traces={},t.make4thDimension();var e=t.graphDiv,r=e.layout,n=function(){var e={};return t.isCameraChanged(r)&&(e[t.id+\".camera\"]=t.getCamera()),t.isAspectChanged(r)&&(e[t.id+\".aspectratio\"]=t.glplot.getAspectratio(),\"manual\"!==r[t.id].aspectmode&&(t.fullSceneLayout.aspectmode=r[t.id].aspectmode=e[t.id+\".aspectmode\"]=\"manual\")),e},a=function(t){if(!1!==t.fullSceneLayout.dragmode){var e=n();t.saveLayout(r),t.graphDiv.emit(\"plotly_relayout\",e)}};return t.glplot.canvas.addEventListener(\"mouseup\",(function(){a(t)})),t.glplot.canvas.addEventListener(\"wheel\",(function(r){if(e._context._scrollZoom.gl3d){if(t.camera._ortho){var n=r.deltaX>r.deltaY?1.1:1/1.1,i=t.glplot.getAspectratio();t.glplot.setAspectratio({x:n*i.x,y:n*i.y,z:n*i.z})}a(t)}}),!!c&&{passive:!1}),t.glplot.canvas.addEventListener(\"mousemove\",(function(){if(!1!==t.fullSceneLayout.dragmode&&0!==t.camera.mouseListener.buttons){var e=n();t.graphDiv.emit(\"plotly_relayouting\",e)}})),t.staticMode||t.glplot.canvas.addEventListener(\"webglcontextlost\",(function(r){e&&e.emit&&e.emit(\"plotly_webglcontextlost\",{event:r,layer:t.id})}),!1),t.glplot.oncontextloss=function(){t.recoverContext()},t.glplot.onrender=function(){t.render()},!0},w.render=function(){var t,e=this,r=e.graphDiv,n=e.svgContainer,a=e.container.getBoundingClientRect(),i=a.width,o=a.height;n.setAttributeNS(null,\"viewBox\",\"0 0 \"+i+\" \"+o),n.setAttributeNS(null,\"width\",i),n.setAttributeNS(null,\"height\",o),x(e),e.glplot.axes.update(e.axesOptions);for(var s,l=Object.keys(e.traces),c=null,u=e.glplot.selection,d=0;d<l.length;++d)\"skip\"!==(t=e.traces[l[d]]).data.hoverinfo&&t.handlePick(u)&&(c=t),t.setContourLevels&&t.setContourLevels();function g(t,r){var n=e.fullSceneLayout[t];return f.tickText(n,n.d2l(r),\"hover\").text}if(null!==c){var v=m(e.glplot.cameraParams,u.dataCoordinate);t=c.data;var y,b=r._fullData[t.index],_=u.index,w={xLabel:g(\"xaxis\",u.traceCoordinate[0]),yLabel:g(\"yaxis\",u.traceCoordinate[1]),zLabel:g(\"zaxis\",u.traceCoordinate[2])},T=p.castHoverinfo(b,e.fullLayout,_),k=(T||\"\").split(\"+\"),M=T&&\"all\"===T;b.hovertemplate||M||(-1===k.indexOf(\"x\")&&(w.xLabel=void 0),-1===k.indexOf(\"y\")&&(w.yLabel=void 0),-1===k.indexOf(\"z\")&&(w.zLabel=void 0),-1===k.indexOf(\"text\")&&(u.textLabel=void 0),-1===k.indexOf(\"name\")&&(c.name=void 0));var A=[];\"cone\"===t.type||\"streamtube\"===t.type?(w.uLabel=g(\"xaxis\",u.traceCoordinate[3]),(M||-1!==k.indexOf(\"u\"))&&A.push(\"u: \"+w.uLabel),w.vLabel=g(\"yaxis\",u.traceCoordinate[4]),(M||-1!==k.indexOf(\"v\"))&&A.push(\"v: \"+w.vLabel),w.wLabel=g(\"zaxis\",u.traceCoordinate[5]),(M||-1!==k.indexOf(\"w\"))&&A.push(\"w: \"+w.wLabel),w.normLabel=u.traceCoordinate[6].toPrecision(3),(M||-1!==k.indexOf(\"norm\"))&&A.push(\"norm: \"+w.normLabel),\"streamtube\"===t.type&&(w.divergenceLabel=u.traceCoordinate[7].toPrecision(3),(M||-1!==k.indexOf(\"divergence\"))&&A.push(\"divergence: \"+w.divergenceLabel)),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):\"isosurface\"===t.type||\"volume\"===t.type?(w.valueLabel=f.tickText(e._mockAxis,e._mockAxis.d2l(u.traceCoordinate[3]),\"hover\").text,A.push(\"value: \"+w.valueLabel),u.textLabel&&A.push(u.textLabel),y=A.join(\"<br>\")):y=u.textLabel;var S={x:u.traceCoordinate[0],y:u.traceCoordinate[1],z:u.traceCoordinate[2],data:b._input,fullData:b,curveNumber:b.index,pointNumber:_};p.appendArrayPointValue(S,b,_),t._module.eventData&&(S=b._module.eventData(S,u,b,{},_));var E={points:[S]};e.fullSceneLayout.hovermode&&p.loneHover({trace:b,x:(.5+.5*v[0]/v[3])*i,y:(.5-.5*v[1]/v[3])*o,xLabel:w.xLabel,yLabel:w.yLabel,zLabel:w.zLabel,text:y,name:c.name,color:p.castHoverOption(b,_,\"bgcolor\")||c.color,borderColor:p.castHoverOption(b,_,\"bordercolor\"),fontFamily:p.castHoverOption(b,_,\"font.family\"),fontSize:p.castHoverOption(b,_,\"font.size\"),fontColor:p.castHoverOption(b,_,\"font.color\"),nameLength:p.castHoverOption(b,_,\"namelength\"),textAlign:p.castHoverOption(b,_,\"align\"),hovertemplate:h.castOption(b,_,\"hovertemplate\"),hovertemplateLabels:h.extendFlat({},S,w),eventData:[S]},{container:n,gd:r}),u.buttons&&u.distance<5?r.emit(\"plotly_click\",E):r.emit(\"plotly_hover\",E),s=E}else p.loneUnhover(n),r.emit(\"plotly_unhover\",s);e.drawAnnotations(e)},w.recoverContext=function(){var t=this;t.glplot.dispose();var e=function(){t.glplot.gl.isContextLost()?requestAnimationFrame(e):t.initializeGLPlot()?t.plot.apply(t,t.plotArgs):h.error(\"Catastrophic and unrecoverable WebGL error. Context lost.\")};requestAnimationFrame(e)};var T=[\"xaxis\",\"yaxis\",\"zaxis\"];function k(t,e,r){for(var n=t.fullSceneLayout,a=0;a<3;a++){var i=T[a],o=i.charAt(0),s=n[i],l=e[o],c=e[o+\"calendar\"],u=e[\"_\"+o+\"length\"];if(h.isArrayOrTypedArray(l))for(var f,p=0;p<(u||l.length);p++)if(h.isArrayOrTypedArray(l[p]))for(var d=0;d<l[p].length;++d)f=s.d2l(l[p][d],0,c),!isNaN(f)&&isFinite(f)&&(r[0][a]=Math.min(r[0][a],f),r[1][a]=Math.max(r[1][a],f));else f=s.d2l(l[p],0,c),!isNaN(f)&&isFinite(f)&&(r[0][a]=Math.min(r[0][a],f),r[1][a]=Math.max(r[1][a],f));else r[0][a]=Math.min(r[0][a],0),r[1][a]=Math.max(r[1][a],u-1)}}w.plot=function(t,e,r){if(this.plotArgs=[t,e,r],!this.glplot.contextLost){var n,a,i,o,s,l,c=e[this.id],u=r[this.id];this.fullLayout=e,this.fullSceneLayout=c,this.axesOptions.merge(e,c),this.spikeOptions.merge(c),this.setViewport(c),this.updateFx(c.dragmode,c.hovermode),this.camera.enableWheel=this.graphDiv._context._scrollZoom.gl3d,this.glplot.setClearColor(d(c.bgcolor)),this.setConvert(s),t?Array.isArray(t)||(t=[t]):t=[];var h=[[1/0,1/0,1/0],[-1/0,-1/0,-1/0]];for(i=0;i<t.length;++i)!0===(n=t[i]).visible&&0!==n._length&&k(this,n,h);!function(t,e){for(var r=t.fullSceneLayout,n=r.annotations||[],a=0;a<3;a++)for(var i=T[a],o=i.charAt(0),s=r[i],l=0;l<n.length;l++){var c=n[l];if(c.visible){var u=s.r2l(c[o]);!isNaN(u)&&isFinite(u)&&(e[0][a]=Math.min(e[0][a],u),e[1][a]=Math.max(e[1][a],u))}}}(this,h);var f=[1,1,1];for(o=0;o<3;++o)h[1][o]===h[0][o]?f[o]=1:f[o]=1/(h[1][o]-h[0][o]);for(this.dataScale=f,this.convertAnnotations(this),i=0;i<t.length;++i)!0===(n=t[i]).visible&&0!==n._length&&((a=this.traces[n.uid])?a.data.type===n.type?a.update(n):(a.dispose(),a=n._module.plot(this,n),this.traces[n.uid]=a):(a=n._module.plot(this,n),this.traces[n.uid]=a),a.name=n.name);var p=Object.keys(this.traces);t:for(i=0;i<p.length;++i){for(o=0;o<t.length;++o)if(t[o].uid===p[i]&&!0===t[o].visible&&0!==t[o]._length)continue t;(a=this.traces[p[i]]).dispose(),delete this.traces[p[i]]}this.glplot.objects.sort((function(t,e){return t._trace.data.index-e._trace.data.index}));var g,m=[[0,0,0],[0,0,0]],v=[],y={};for(i=0;i<3;++i){if((l=(s=c[T[i]]).type)in y?(y[l].acc*=f[i],y[l].count+=1):y[l]={acc:f[i],count:1},s.autorange){m[0][i]=1/0,m[1][i]=-1/0;var x=this.glplot.objects,b=this.fullSceneLayout.annotations||[],_=s._name.charAt(0);for(o=0;o<x.length;o++){var w=x[o],M=w.bounds,A=w._trace.data._pad||0;\"ErrorBars\"===w.constructor.name&&s._lowerLogErrorBound?m[0][i]=Math.min(m[0][i],s._lowerLogErrorBound):m[0][i]=Math.min(m[0][i],M[0][i]/f[i]-A),m[1][i]=Math.max(m[1][i],M[1][i]/f[i]+A)}for(o=0;o<b.length;o++){var S=b[o];if(S.visible){var E=s.r2l(S[_]);m[0][i]=Math.min(m[0][i],E),m[1][i]=Math.max(m[1][i],E)}}if(\"rangemode\"in s&&\"tozero\"===s.rangemode&&(m[0][i]=Math.min(m[0][i],0),m[1][i]=Math.max(m[1][i],0)),m[0][i]>m[1][i])m[0][i]=-1,m[1][i]=1;else{var C=m[1][i]-m[0][i];m[0][i]-=C/32,m[1][i]+=C/32}if(\"reversed\"===s.autorange){var L=m[0][i];m[0][i]=m[1][i],m[1][i]=L}}else{var P=s.range;m[0][i]=s.r2l(P[0]),m[1][i]=s.r2l(P[1])}m[0][i]===m[1][i]&&(m[0][i]-=1,m[1][i]+=1),v[i]=m[1][i]-m[0][i],this.glplot.setBounds(i,{min:m[0][i]*f[i],max:m[1][i]*f[i]})}var I=c.aspectmode;if(\"cube\"===I)g=[1,1,1];else if(\"manual\"===I){var z=c.aspectratio;g=[z.x,z.y,z.z]}else{if(\"auto\"!==I&&\"data\"!==I)throw new Error(\"scene.js aspectRatio was not one of the enumerated types\");var O=[1,1,1];for(i=0;i<3;++i){var D=y[l=(s=c[T[i]]).type];O[i]=Math.pow(D.acc,1/D.count)/f[i]}g=\"data\"===I||Math.max.apply(null,O)/Math.min.apply(null,O)<=4?O:[1,1,1]}c.aspectratio.x=u.aspectratio.x=g[0],c.aspectratio.y=u.aspectratio.y=g[1],c.aspectratio.z=u.aspectratio.z=g[2],this.glplot.setAspectratio(c.aspectratio),this.viewInitial.aspectratio||(this.viewInitial.aspectratio={x:c.aspectratio.x,y:c.aspectratio.y,z:c.aspectratio.z}),this.viewInitial.aspectmode||(this.viewInitial.aspectmode=c.aspectmode);var R=c.domain||null,F=e._size||null;if(R&&F){var B=this.container.style;B.position=\"absolute\",B.left=F.l+R.x[0]*F.w+\"px\",B.top=F.t+(1-R.y[1])*F.h+\"px\",B.width=F.w*(R.x[1]-R.x[0])+\"px\",B.height=F.h*(R.y[1]-R.y[0])+\"px\"}this.glplot.redraw()}},w.destroy=function(){this.glplot&&(this.camera.mouseListener.enabled=!1,this.container.removeEventListener(\"wheel\",this.camera.wheelListener),this.camera=null,this.glplot.dispose(),this.container.parentNode.removeChild(this.container),this.glplot=null)},w.getCamera=function(){var t;return this.camera.view.recalcMatrix(this.camera.view.lastT()),{up:{x:(t=this.camera).up[0],y:t.up[1],z:t.up[2]},center:{x:t.center[0],y:t.center[1],z:t.center[2]},eye:{x:t.eye[0],y:t.eye[1],z:t.eye[2]},projection:{type:!0===t._ortho?\"orthographic\":\"perspective\"}}},w.setViewport=function(t){var e,r=t.camera;this.camera.lookAt.apply(this,[[(e=r).eye.x,e.eye.y,e.eye.z],[e.center.x,e.center.y,e.center.z],[e.up.x,e.up.y,e.up.z]]),this.glplot.setAspectratio(t.aspectratio),\"orthographic\"===r.projection.type!==this.camera._ortho&&(this.glplot.redraw(),this.glplot.clearRGBA(),this.glplot.dispose(),this.initializeGLPlot())},w.isCameraChanged=function(t){var e=this.getCamera(),r=h.nestedProperty(t,this.id+\".camera\").get();function n(t,e,r,n){var a=[\"up\",\"center\",\"eye\"],i=[\"x\",\"y\",\"z\"];return e[a[r]]&&t[a[r]][i[n]]===e[a[r]][i[n]]}var a=!1;if(void 0===r)a=!0;else{for(var i=0;i<3;i++)for(var o=0;o<3;o++)if(!n(e,r,i,o)){a=!0;break}(!r.projection||e.projection&&e.projection.type!==r.projection.type)&&(a=!0)}return a},w.isAspectChanged=function(t){var e=this.glplot.getAspectratio(),r=h.nestedProperty(t,this.id+\".aspectratio\").get();return void 0===r||r.x!==e.x||r.y!==e.y||r.z!==e.z},w.saveLayout=function(t){var e,r,n,a,i,o,s=this.fullLayout,l=this.isCameraChanged(t),c=this.isAspectChanged(t),f=l||c;if(f){var p={};if(l&&(e=this.getCamera(),n=(r=h.nestedProperty(t,this.id+\".camera\")).get(),p[this.id+\".camera\"]=n),c&&(a=this.glplot.getAspectratio(),o=(i=h.nestedProperty(t,this.id+\".aspectratio\")).get(),p[this.id+\".aspectratio\"]=o),u.call(\"_storeDirectGUIEdit\",t,s._preGUI,p),l)r.set(e),h.nestedProperty(s,this.id+\".camera\").set(e);if(c)i.set(a),h.nestedProperty(s,this.id+\".aspectratio\").set(a),this.glplot.redraw()}return f},w.updateFx=function(t,e){var r=this.camera;if(r)if(\"orbit\"===t)r.mode=\"orbit\",r.keyBindingMode=\"rotate\";else if(\"turntable\"===t){r.up=[0,0,1],r.mode=\"turntable\",r.keyBindingMode=\"rotate\";var n=this.graphDiv,a=n._fullLayout,i=this.fullSceneLayout.camera,o=i.up.x,s=i.up.y,l=i.up.z;if(l/Math.sqrt(o*o+s*s+l*l)<.999){var c=this.id+\".camera.up\",f={x:0,y:0,z:1},p={};p[c]=f;var 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strict\";e.exports=function(t,e,r,n){n=n||t.length;for(var a=new Array(n),i=0;i<n;i++)a[i]=[t[i],e[i],r[i]];return a}},{}],852:[function(t,e,r){\"use strict\";var n=t(\"./font_attributes\"),a=t(\"./animation_attributes\"),i=t(\"../components/color/attributes\"),o=t(\"../components/shapes/draw_newshape/attributes\"),s=t(\"./pad_attributes\"),l=t(\"../lib/extend\").extendFlat,c=n({editType:\"calc\"});c.family.dflt='\"Open Sans\", verdana, arial, sans-serif',c.size.dflt=12,c.color.dflt=i.defaultLine,e.exports={font:c,title:{text:{valType:\"string\",editType:\"layoutstyle\"},font:n({editType:\"layoutstyle\"}),xref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},yref:{valType:\"enumerated\",dflt:\"container\",values:[\"container\",\"paper\"],editType:\"layoutstyle\"},x:{valType:\"number\",min:0,max:1,dflt:.5,editType:\"layoutstyle\"},y:{valType:\"number\",min:0,max:1,dflt:\"auto\",editType:\"layoutstyle\"},xanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"left\",\"center\",\"right\"],editType:\"layoutstyle\"},yanchor:{valType:\"enumerated\",dflt:\"auto\",values:[\"auto\",\"top\",\"middle\",\"bottom\"],editType:\"layoutstyle\"},pad:l(s({editType:\"layoutstyle\"}),{}),editType:\"layoutstyle\"},uniformtext:{mode:{valType:\"enumerated\",values:[!1,\"hide\",\"show\"],dflt:!1,editType:\"plot\"},minsize:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},editType:\"plot\"},autosize:{valType:\"boolean\",dflt:!1,editType:\"none\"},width:{valType:\"number\",min:10,dflt:700,editType:\"plot\"},height:{valType:\"number\",min:10,dflt:450,editType:\"plot\"},margin:{l:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},r:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},t:{valType:\"number\",min:0,dflt:100,editType:\"plot\"},b:{valType:\"number\",min:0,dflt:80,editType:\"plot\"},pad:{valType:\"number\",min:0,dflt:0,editType:\"plot\"},autoexpand:{valType:\"boolean\",dflt:!0,editType:\"plot\"},editType:\"plot\"},paper_bgcolor:{valType:\"color\",dflt:i.background,editType:\"plot\"},plot_bgcolor:{valType:\"color\",dflt:i.background,editType:\"layoutstyle\"},separators:{valType:\"string\",editType:\"plot\"},hidesources:{valType:\"boolean\",dflt:!1,editType:\"plot\"},showlegend:{valType:\"boolean\",editType:\"legend\"},colorway:{valType:\"colorlist\",dflt:i.defaults,editType:\"calc\"},datarevision:{valType:\"any\",editType:\"calc\"},uirevision:{valType:\"any\",editType:\"none\"},editrevision:{valType:\"any\",editType:\"none\"},selectionrevision:{valType:\"any\",editType:\"none\"},template:{valType:\"any\",editType:\"calc\"},modebar:{orientation:{valType:\"enumerated\",values:[\"v\",\"h\"],dflt:\"h\",editType:\"modebar\"},bgcolor:{valType:\"color\",editType:\"modebar\"},color:{valType:\"color\",editType:\"modebar\"},activecolor:{valType:\"color\",editType:\"modebar\"},uirevision:{valType:\"any\",editType:\"none\"},editType:\"modebar\"},newshape:o.newshape,activeshape:o.activeshape,meta:{valType:\"any\",arrayOk:!0,editType:\"plot\"},transition:l({},a.transition,{editType:\"none\"}),_deprecated:{title:{valType:\"string\",editType:\"layoutstyle\"},titlefont:n({editType:\"layoutstyle\"})}}},{\"../components/color/attributes\":614,\"../components/shapes/draw_newshape/attributes\":697,\"../lib/extend\":739,\"./animation_attributes\":792,\"./font_attributes\":826,\"./pad_attributes\":860}],853:[function(t,e,r){\"use strict\";var n={\"open-street-map\":{id:\"osm\",version:8,sources:{\"plotly-osm-tiles\":{type:\"raster\",attribution:'<a href=\"http://www.openstreetmap.org/about/\" target=\"_blank\">\\xa9 OpenStreetMap</a>',tiles:[\"https://a.tile.openstreetmap.org/{z}/{x}/{y}.png\",\"https://b.tile.openstreetmap.org/{z}/{x}/{y}.png\"],tileSize:256}},layers:[{id:\"plotly-osm-tiles\",type:\"raster\",source:\"plotly-osm-tiles\",minzoom:0,maxzoom:22}]},\"white-bg\":{id:\"white-bg\",version:8,sources:{},layers:[{id:\"white-bg\",type:\"background\",paint:{\"background-color\":\"#FFFFFF\"},minzoom:0,maxzoom:22}]},\"carto-positron\":{id:\"carto-positron\",version:8,sources:{\"plotly-carto-positron\":{type:\"raster\",attribution:'<a href=\"https://carto.com/\" target=\"_blank\">\\xa9 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n=t(\"../../lib\"),a=t(\"../../lib/svg_text_utils\").sanitizeHTML,i=t(\"./convert_text_opts\"),o=t(\"./constants\");function s(t,e){this.subplot=t,this.uid=t.uid+\"-\"+e,this.index=e,this.idSource=\"source-\"+this.uid,this.idLayer=o.layoutLayerPrefix+this.uid,this.sourceType=null,this.source=null,this.layerType=null,this.below=null,this.visible=!1}var l=s.prototype;function c(t){if(!t.visible)return!1;var e=t.source;if(Array.isArray(e)&&e.length>0){for(var r=0;r<e.length;r++)if(\"string\"!=typeof e[r]||0===e[r].length)return!1;return!0}return n.isPlainObject(e)||\"string\"==typeof e&&e.length>0}function u(t){var 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n=t(\"mapbox-gl\"),a=t(\"../../lib\"),i=t(\"../../lib/geo_location_utils\"),o=t(\"../../registry\"),s=t(\"../cartesian/axes\"),l=t(\"../../components/dragelement\"),c=t(\"../../components/fx\"),u=t(\"../../components/dragelement/helpers\"),h=u.rectMode,f=u.drawMode,p=u.selectMode,d=t(\"../cartesian/select\").prepSelect,g=t(\"../cartesian/select\").clearSelect,m=t(\"../cartesian/select\").clearSelectionsCache,v=t(\"../cartesian/select\").selectOnClick,y=t(\"./constants\"),x=t(\"./layers\");function b(t,e){this.id=e,this.gd=t;var r=t._fullLayout,n=t._context;this.container=r._glcontainer.node(),this.isStatic=n.staticPlot,this.uid=r._uid+\"-\"+this.id,this.div=null,this.xaxis=null,this.yaxis=null,this.createFramework(r),this.map=null,this.accessToken=null,this.styleObj=null,this.traceHash={},this.layerList=[],this.belowLookup={},this.dragging=!1,this.wheeling=!1}var _=b.prototype;_.plot=function(t,e,r){var n,a=this,i=e[a.id];a.map&&i.accesstoken!==a.accessToken&&(a.map.remove(),a.map=null,a.styleObj=null,a.traceHash={},a.layerList=[]),n=a.map?new Promise((function(r,n){a.updateMap(t,e,r,n)})):new Promise((function(r,n){a.createMap(t,e,r,n)})),r.push(n)},_.createMap=function(t,e,r,a){var o=this,s=e[o.id],l=o.styleObj=T(s.style);o.accessToken=s.accesstoken;var c=o.map=new n.Map({container:o.div,style:l.style,center:M(s.center),zoom:s.zoom,bearing:s.bearing,pitch:s.pitch,interactive:!o.isStatic,preserveDrawingBuffer:o.isStatic,doubleClickZoom:!1,boxZoom:!1,attributionControl:!1}).addControl(new n.AttributionControl({compact:!0}));c._canvas.style.left=\"0px\",c._canvas.style.top=\"0px\",o.rejectOnError(a),o.isStatic||o.initFx(t,e);var u=[];u.push(new Promise((function(t){c.once(\"load\",t)}))),u=u.concat(i.fetchTraceGeoData(t)),Promise.all(u).then((function(){o.fillBelowLookup(t,e),o.updateData(t),o.updateLayout(e),o.resolveOnRender(r)})).catch(a)},_.updateMap=function(t,e,r,n){var a=this,o=a.map,s=e[this.id];a.rejectOnError(n);var l=[],c=T(s.style);JSON.stringify(a.styleObj)!==JSON.stringify(c)&&(a.styleObj=c,o.setStyle(c.style),a.traceHash={},l.push(new Promise((function(t){o.once(\"styledata\",t)})))),l=l.concat(i.fetchTraceGeoData(t)),Promise.all(l).then((function(){a.fillBelowLookup(t,e),a.updateData(t),a.updateLayout(e),a.resolveOnRender(r)})).catch(n)},_.fillBelowLookup=function(t,e){var r,n,a=e[this.id].layers,i=this.belowLookup={},o=!1;for(r=0;r<t.length;r++){var s=t[r][0].trace,l=s._module;\"string\"==typeof s.below?n=s.below:l.getBelow&&(n=l.getBelow(s,this)),\"\"===n&&(o=!0),i[\"trace-\"+s.uid]=n||\"\"}for(r=0;r<a.length;r++){var c=a[r];n=\"string\"==typeof c.below?c.below:o?\"traces\":\"\",i[\"layout-\"+r]=n}var u,h,f={};for(u in i)f[n=i[u]]?f[n].push(u):f[n]=[u];for(n in f){var 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\"+c.t+\", r: \"+c.r,h=this.getBoundingClientRect(),f=t.node().getBoundingClientRect(),p=[h.left+h.width/2-U[0]-f.left,h.top+h.height/2-U[1]-f.top];ut.config({color:s}).text(u),ut.move(p)}else i=this.style.stroke||\"black\",a.attr({\"data-stroke\":i}),s=n.hsl(i).darker().toString(),a.style({stroke:s,opacity:1})})).on(\"mousemove.tooltip\",(function(t,e){if(0!=n.event.which)return!1;n.select(this).attr(\"data-fill\")&&ut.show()})).on(\"mouseout.tooltip\",(function(t,e){ut.hide();var r=n.select(this),a=r.attr(\"data-fill\");a?r.style({fill:a,opacity:r.attr(\"data-opacity\")}):r.style({stroke:r.attr(\"data-stroke\"),opacity:r.attr(\"data-opacity\")})}))}))}(c),this},f.config=function(t){if(!arguments.length)return l;var e=o.util.cloneJson(t);return e.data.forEach((function(t,e){l.data[e]||(l.data[e]={}),a(l.data[e],o.Axis.defaultConfig().data[0]),a(l.data[e],t)})),a(l.layout,o.Axis.defaultConfig().layout),a(l.layout,e.layout),this},f.getLiveConfig=function(){return u},f.getinputConfig=function(){return c},f.radialScale=function(t){return r},f.angularScale=function(t){return s},f.svg=function(){return t},n.rebind(f,h,\"on\"),f},o.Axis.defaultConfig=function(t,e){return{data:[{t:[1,2,3,4],r:[10,11,12,13],name:\"Line1\",geometry:\"LinePlot\",color:null,strokeDash:\"solid\",strokeColor:null,strokeSize:\"1\",visibleInLegend:!0,opacity:1}],layout:{defaultColorRange:n.scale.category10().range(),title:null,height:450,width:500,margin:{top:40,right:40,bottom:40,left:40},font:{size:12,color:\"gray\",outlineColor:\"white\",family:\"Tahoma, sans-serif\"},direction:\"clockwise\",orientation:0,labelOffset:10,radialAxis:{domain:null,orientation:-45,ticksSuffix:\"\",visible:!0,gridLinesVisible:!0,tickOrientation:\"horizontal\",rewriteTicks:null},angularAxis:{domain:[0,360],ticksSuffix:\"\",visible:!0,gridLinesVisible:!0,labelsVisible:!0,tickOrientation:\"horizontal\",rewriteTicks:null,ticksCount:null,ticksStep:null},minorTicks:0,tickLength:null,tickColor:\"silver\",minorTickColor:\"#eee\",backgroundColor:\"none\",needsEndSpacing:null,showLegend:!0,legend:{reverseOrder:!1},opacity:1}}},o.util={},o.DATAEXTENT=\"dataExtent\",o.AREA=\"AreaChart\",o.LINE=\"LinePlot\",o.DOT=\"DotPlot\",o.BAR=\"BarChart\",o.util._override=function(t,e){for(var r in t)r in e&&(e[r]=t[r])},o.util._extend=function(t,e){for(var r in t)e[r]=t[r]},o.util._rndSnd=function(){return 2*Math.random()-1+(2*Math.random()-1)+(2*Math.random()-1)},o.util.dataFromEquation2=function(t,e){var r=e||6;return n.range(0,360+r,r).map((function(e,r){var n=e*Math.PI/180;return[e,t(n)]}))},o.util.dataFromEquation=function(t,e,r){var a=e||6,i=[],o=[];n.range(0,360+a,a).forEach((function(e,r){var n=e*Math.PI/180,a=t(n);i.push(e),o.push(a)}));var s={t:i,r:o};return r&&(s.name=r),s},o.util.ensureArray=function(t,e){if(\"undefined\"==typeof t)return null;var r=[].concat(t);return n.range(e).map((function(t,e){return r[e]||r[0]}))},o.util.fillArrays=function(t,e,r){return e.forEach((function(e,n){t[e]=o.util.ensureArray(t[e],r)})),t},o.util.cloneJson=function(t){return JSON.parse(JSON.stringify(t))},o.util.validateKeys=function(t,e){\"string\"==typeof e&&(e=e.split(\".\"));var r=e.shift();return t[r]&&(!e.length||objHasKeys(t[r],e))},o.util.sumArrays=function(t,e){return n.zip(t,e).map((function(t,e){return n.sum(t)}))},o.util.arrayLast=function(t){return t[t.length-1]},o.util.arrayEqual=function(t,e){for(var r=Math.max(t.length,e.length,1);r-- >=0&&t[r]===e[r];);return-2===r},o.util.flattenArray=function(t){for(var e=[];!o.util.arrayEqual(e,t);)e=t,t=[].concat.apply([],t);return t},o.util.deduplicate=function(t){return t.filter((function(t,e,r){return r.indexOf(t)==e}))},o.util.convertToCartesian=function(t,e){var r=e*Math.PI/180;return[t*Math.cos(r),t*Math.sin(r)]},o.util.round=function(t,e){var r=e||2,n=Math.pow(10,r);return Math.round(t*n)/n},o.util.getMousePos=function(t){var e=n.mouse(t.node()),r=e[0],a=e[1],i={};return i.x=r,i.y=a,i.pos=e,i.angle=180*(Math.atan2(a,r)+Math.PI)/Math.PI,i.radius=Math.sqrt(r*r+a*a),i},o.util.duplicatesCount=function(t){for(var e,r={},n={},a=0,i=t.length;a<i;a++)(e=t[a])in r?(r[e]++,n[e]=r[e]):r[e]=1;return n},o.util.duplicates=function(t){return Object.keys(o.util.duplicatesCount(t))},o.util.translator=function(t,e,r,n){if(n){var a=r.slice();r=e,e=a}var i=e.reduce((function(t,e){if(\"undefined\"!=typeof t)return t[e]}),t);\"undefined\"!=typeof i&&(e.reduce((function(t,r,n){if(\"undefined\"!=typeof t)return n===e.length-1&&delete t[r],t[r]}),t),r.reduce((function(t,e,n){return\"undefined\"==typeof t[e]&&(t[e]={}),n===r.length-1&&(t[e]=i),t[e]}),t))},o.PolyChart=function(){var t=[o.PolyChart.defaultConfig()],e=n.dispatch(\"hover\"),r={solid:\"none\",dash:[5,2],dot:[2,5]};function i(){var e=t[0].geometryConfig,a=e.container;\"string\"==typeof a&&(a=n.select(a)),a.datum(t).each((function(t,a){var i=!!t[0].data.yStack,o=t.map((function(t,e){return i?n.zip(t.data.t[0],t.data.r[0],t.data.yStack[0]):n.zip(t.data.t[0],t.data.r[0])})),s=e.angularScale,l=e.radialScale.domain()[0],c={bar:function(r,a,i){var o=t[i].data,l=e.radialScale(r[1])-e.radialScale(0),c=e.radialScale(r[2]||0),u=o.barWidth;n.select(this).attr({class:\"mark bar\",d:\"M\"+[[l+c,-u/2],[l+c,u/2],[c,u/2],[c,-u/2]].join(\"L\")+\"Z\",transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0]))+\")\"}})}};c.dot=function(r,a,i){var o=r[2]?[r[0],r[1]+r[2]]:r,s=n.svg.symbol().size(t[i].data.dotSize).type(t[i].data.dotType)(r,a);n.select(this).attr({class:\"mark dot\",d:s,transform:function(t,r){var n,a,i,s=(n=function(t,r){var n=e.radialScale(t[1]),a=(e.angularScale(t[0])+e.orientation)*Math.PI/180;return{r:n,t:a}}(o),a=n.r*Math.cos(n.t),i=n.r*Math.sin(n.t),{x:a,y:i});return\"translate(\"+[s.x,s.y]+\")\"}})};var u=n.svg.line.radial().interpolate(t[0].data.lineInterpolation).radius((function(t){return e.radialScale(t[1])})).angle((function(t){return e.angularScale(t[0])*Math.PI/180}));c.line=function(r,a,i){var s=r[2]?o[i].map((function(t,e){return[t[0],t[1]+t[2]]})):o[i];if(n.select(this).each(c.dot).style({opacity:function(e,r){return+t[i].data.dotVisible},fill:d.stroke(r,a,i)}).attr({class:\"mark dot\"}),!(a>0)){var l=n.select(this.parentNode).selectAll(\"path.line\").data([0]);l.enter().insert(\"path\"),l.attr({class:\"line\",d:u(s),transform:function(t,r){return\"rotate(\"+(e.orientation+90)+\")\"},\"pointer-events\":\"none\"}).style({fill:function(t,e){return d.fill(r,a,i)},\"fill-opacity\":0,stroke:function(t,e){return d.stroke(r,a,i)},\"stroke-width\":function(t,e){return d[\"stroke-width\"](r,a,i)},\"stroke-dasharray\":function(t,e){return d[\"stroke-dasharray\"](r,a,i)},opacity:function(t,e){return d.opacity(r,a,i)},display:function(t,e){return d.display(r,a,i)}})}};var h=e.angularScale.range(),f=Math.abs(h[1]-h[0])/o[0].length*Math.PI/180,p=n.svg.arc().startAngle((function(t){return-f/2})).endAngle((function(t){return f/2})).innerRadius((function(t){return e.radialScale(l+(t[2]||0))})).outerRadius((function(t){return e.radialScale(l+(t[2]||0))+e.radialScale(t[1])}));c.arc=function(t,r,a){n.select(this).attr({class:\"mark arc\",d:p,transform:function(t,r){return\"rotate(\"+(e.orientation+s(t[0])+90)+\")\"}})};var d={fill:function(e,r,n){return t[n].data.color},stroke:function(e,r,n){return t[n].data.strokeColor},\"stroke-width\":function(e,r,n){return t[n].data.strokeSize+\"px\"},\"stroke-dasharray\":function(e,n,a){return r[t[a].data.strokeDash]},opacity:function(e,r,n){return t[n].data.opacity},display:function(e,r,n){return\"undefined\"==typeof t[n].data.visible||t[n].data.visible?\"block\":\"none\"}},g=n.select(this).selectAll(\"g.layer\").data(o);g.enter().append(\"g\").attr({class:\"layer\"});var m=g.selectAll(\"path.mark\").data((function(t,e){return t}));m.enter().append(\"path\").attr({class:\"mark\"}),m.style(d).each(c[e.geometryType]),m.exit().remove(),g.exit().remove()}))}return i.config=function(e){return arguments.length?(e.forEach((function(e,r){t[r]||(t[r]={}),a(t[r],o.PolyChart.defaultConfig()),a(t[r],e)})),this):t},i.getColorScale=function(){},n.rebind(i,e,\"on\"),i},o.PolyChart.defaultConfig=function(){return{data:{name:\"geom1\",t:[[1,2,3,4]],r:[[1,2,3,4]],dotType:\"circle\",dotSize:64,dotVisible:!1,barWidth:20,color:\"#ffa500\",strokeSize:1,strokeColor:\"silver\",strokeDash:\"solid\",opacity:1,index:0,visible:!0,visibleInLegend:!0},geometryConfig:{geometry:\"LinePlot\",geometryType:\"arc\",direction:\"clockwise\",orientation:0,container:\"body\",radialScale:null,angularScale:null,colorScale:n.scale.category20()}}},o.BarChart=function(){return o.PolyChart()},o.BarChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"bar\"}}},o.AreaChart=function(){return o.PolyChart()},o.AreaChart.defaultConfig=function(){return{geometryConfig:{geometryType:\"arc\"}}},o.DotPlot=function(){return o.PolyChart()},o.DotPlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"dot\",dotType:\"circle\"}}},o.LinePlot=function(){return o.PolyChart()},o.LinePlot.defaultConfig=function(){return{geometryConfig:{geometryType:\"line\"}}},o.Legend=function(){var t=o.Legend.defaultConfig(),e=n.dispatch(\"hover\");function r(){var e=t.legendConfig,i=t.data.map((function(t,r){return[].concat(t).map((function(t,n){var i=a({},e.elements[r]);return i.name=t,i.color=[].concat(e.elements[r].color)[n],i}))})),o=n.merge(i);o=o.filter((function(t,r){return e.elements[r]&&(e.elements[r].visibleInLegend||\"undefined\"==typeof e.elements[r].visibleInLegend)})),e.reverseOrder&&(o=o.reverse());var s=e.container;(\"string\"==typeof s||s.nodeName)&&(s=n.select(s));var l=o.map((function(t,e){return t.color})),c=e.fontSize,u=null==e.isContinuous?\"number\"==typeof o[0]:e.isContinuous,h=u?e.height:c*o.length,f=s.classed(\"legend-group\",!0).selectAll(\"svg\").data([0]),p=f.enter().append(\"svg\").attr({width:300,height:h+c,xmlns:\"http://www.w3.org/2000/svg\",\"xmlns:xlink\":\"http://www.w3.org/1999/xlink\",version:\"1.1\"});p.append(\"g\").classed(\"legend-axis\",!0),p.append(\"g\").classed(\"legend-marks\",!0);var d=n.range(o.length),g=n.scale[u?\"linear\":\"ordinal\"]().domain(d).range(l),m=n.scale[u?\"linear\":\"ordinal\"]().domain(d)[u?\"range\":\"rangePoints\"]([0,h]);if(u){var v=f.select(\".legend-marks\").append(\"defs\").append(\"linearGradient\").attr({id:\"grad1\",x1:\"0%\",y1:\"0%\",x2:\"0%\",y2:\"100%\"}).selectAll(\"stop\").data(l);v.enter().append(\"stop\"),v.attr({offset:function(t,e){return e/(l.length-1)*100+\"%\"}}).style({\"stop-color\":function(t,e){return t}}),f.append(\"rect\").classed(\"legend-mark\",!0).attr({height:e.height,width:e.colorBandWidth,fill:\"url(#grad1)\"})}else{var y=f.select(\".legend-marks\").selectAll(\"path.legend-mark\").data(o);y.enter().append(\"path\").classed(\"legend-mark\",!0),y.attr({transform:function(t,e){return\"translate(\"+[c/2,m(e)+c/2]+\")\"},d:function(t,e){var r,a,i,o=t.symbol;return i=3*(a=c),\"line\"===(r=o)?\"M\"+[[-a/2,-a/12],[a/2,-a/12],[a/2,a/12],[-a/2,a/12]]+\"Z\":-1!=n.svg.symbolTypes.indexOf(r)?n.svg.symbol().type(r).size(i)():n.svg.symbol().type(\"square\").size(i)()},fill:function(t,e){return g(e)}}),y.exit().remove()}var x=n.svg.axis().scale(m).orient(\"right\"),b=f.select(\"g.legend-axis\").attr({transform:\"translate(\"+[u?e.colorBandWidth:c,c/2]+\")\"}).call(x);return b.selectAll(\".domain\").style({fill:\"none\",stroke:\"none\"}),b.selectAll(\"line\").style({fill:\"none\",stroke:u?e.textColor:\"none\"}),b.selectAll(\"text\").style({fill:e.textColor,\"font-size\":e.fontSize}).text((function(t,e){return o[e].name})),r}return r.config=function(e){return arguments.length?(a(t,e),this):t},n.rebind(r,e,\"on\"),r},o.Legend.defaultConfig=function(t,e){return{data:[\"a\",\"b\",\"c\"],legendConfig:{elements:[{symbol:\"line\",color:\"red\"},{symbol:\"square\",color:\"yellow\"},{symbol:\"diamond\",color:\"limegreen\"}],height:150,colorBandWidth:30,fontSize:12,container:\"body\",isContinuous:null,textColor:\"grey\",reverseOrder:!1}}},o.tooltipPanel=function(){var t,e,r,i={container:null,hasTick:!1,fontSize:12,color:\"white\",padding:5},s=\"tooltip-\"+o.tooltipPanel.uid++,l=10,c=function(){var n=(t=i.container.selectAll(\"g.\"+s).data([0])).enter().append(\"g\").classed(s,!0).style({\"pointer-events\":\"none\",display:\"none\"});return r=n.append(\"path\").style({fill:\"white\",\"fill-opacity\":.9}).attr({d:\"M0 0\"}),e=n.append(\"text\").attr({dx:i.padding+l,dy:.3*+i.fontSize}),c};return c.text=function(a){var o=n.hsl(i.color).l,s=o>=.5?\"#aaa\":\"white\",u=o>=.5?\"black\":\"white\",h=a||\"\";e.style({fill:u,\"font-size\":i.fontSize+\"px\"}).text(h);var f=i.padding,p=e.node().getBBox(),d={fill:i.color,stroke:s,\"stroke-width\":\"2px\"},g=p.width+2*f+l,m=p.height+2*f;return r.attr({d:\"M\"+[[l,-m/2],[l,-m/4],[i.hasTick?0:l,0],[l,m/4],[l,m/2],[g,m/2],[g,-m/2]].join(\"L\")+\"Z\"}).style(d),t.attr({transform:\"translate(\"+[l,-m/2+2*f]+\")\"}),t.style({display:\"block\"}),c},c.move=function(e){if(t)return t.attr({transform:\"translate(\"+[e[0],e[1]]+\")\"}).style({display:\"block\"}),c},c.hide=function(){if(t)return t.style({display:\"none\"}),c},c.show=function(){if(t)return t.style({display:\"block\"}),c},c.config=function(t){return a(i,t),c},c},o.tooltipPanel.uid=1,o.adapter={},o.adapter.plotly=function(){var t={convert:function(t,e){var r={};if(t.data&&(r.data=t.data.map((function(t,r){var n=a({},t);return[[n,[\"marker\",\"color\"],[\"color\"]],[n,[\"marker\",\"opacity\"],[\"opacity\"]],[n,[\"marker\",\"line\",\"color\"],[\"strokeColor\"]],[n,[\"marker\",\"line\",\"dash\"],[\"strokeDash\"]],[n,[\"marker\",\"line\",\"width\"],[\"strokeSize\"]],[n,[\"marker\",\"symbol\"],[\"dotType\"]],[n,[\"marker\",\"size\"],[\"dotSize\"]],[n,[\"marker\",\"barWidth\"],[\"barWidth\"]],[n,[\"line\",\"interpolation\"],[\"lineInterpolation\"]],[n,[\"showlegend\"],[\"visibleInLegend\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e||delete n.marker,e&&delete n.groupId,e?(\"LinePlot\"===n.geometry?(n.type=\"scatter\",!0===n.dotVisible?(delete n.dotVisible,n.mode=\"lines+markers\"):n.mode=\"lines\"):\"DotPlot\"===n.geometry?(n.type=\"scatter\",n.mode=\"markers\"):\"AreaChart\"===n.geometry?n.type=\"area\":\"BarChart\"===n.geometry&&(n.type=\"bar\"),delete n.geometry):(\"scatter\"===n.type?\"lines\"===n.mode?n.geometry=\"LinePlot\":\"markers\"===n.mode?n.geometry=\"DotPlot\":\"lines+markers\"===n.mode&&(n.geometry=\"LinePlot\",n.dotVisible=!0):\"area\"===n.type?n.geometry=\"AreaChart\":\"bar\"===n.type&&(n.geometry=\"BarChart\"),delete n.mode,delete n.type),n})),!e&&t.layout&&\"stack\"===t.layout.barmode)){var i=o.util.duplicates(r.data.map((function(t,e){return t.geometry})));r.data.forEach((function(t,e){var n=i.indexOf(t.geometry);-1!=n&&(r.data[e].groupId=n)}))}if(t.layout){var s=a({},t.layout);if([[s,[\"plot_bgcolor\"],[\"backgroundColor\"]],[s,[\"showlegend\"],[\"showLegend\"]],[s,[\"radialaxis\"],[\"radialAxis\"]],[s,[\"angularaxis\"],[\"angularAxis\"]],[s.angularaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularaxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularaxis,[\"nticks\"],[\"ticksCount\"]],[s.angularaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularaxis,[\"range\"],[\"domain\"]],[s.angularaxis,[\"endpadding\"],[\"endPadding\"]],[s.radialaxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialaxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialaxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialaxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.angularAxis,[\"showticklabels\"],[\"labelsVisible\"]],[s.angularAxis,[\"nticks\"],[\"ticksCount\"]],[s.angularAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.angularAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.angularAxis,[\"range\"],[\"domain\"]],[s.angularAxis,[\"endpadding\"],[\"endPadding\"]],[s.radialAxis,[\"showline\"],[\"gridLinesVisible\"]],[s.radialAxis,[\"tickorientation\"],[\"tickOrientation\"]],[s.radialAxis,[\"ticksuffix\"],[\"ticksSuffix\"]],[s.radialAxis,[\"range\"],[\"domain\"]],[s.font,[\"outlinecolor\"],[\"outlineColor\"]],[s.legend,[\"traceorder\"],[\"reverseOrder\"]],[s,[\"labeloffset\"],[\"labelOffset\"]],[s,[\"defaultcolorrange\"],[\"defaultColorRange\"]]].forEach((function(t,r){o.util.translator.apply(null,t.concat(e))})),e?(\"undefined\"!=typeof s.tickLength&&(s.angularaxis.ticklen=s.tickLength,delete s.tickLength),s.tickColor&&(s.angularaxis.tickcolor=s.tickColor,delete s.tickColor)):(s.angularAxis&&\"undefined\"!=typeof s.angularAxis.ticklen&&(s.tickLength=s.angularAxis.ticklen),s.angularAxis&&\"undefined\"!=typeof s.angularAxis.tickcolor&&(s.tickColor=s.angularAxis.tickcolor)),s.legend&&\"boolean\"!=typeof s.legend.reverseOrder&&(s.legend.reverseOrder=\"normal\"!=s.legend.reverseOrder),s.legend&&\"boolean\"==typeof s.legend.traceorder&&(s.legend.traceorder=s.legend.traceorder?\"reversed\":\"normal\",delete s.legend.reverseOrder),s.margin&&\"undefined\"!=typeof s.margin.t){var l=[\"t\",\"r\",\"b\",\"l\",\"pad\"],c=[\"top\",\"right\",\"bottom\",\"left\",\"pad\"],u={};n.entries(s.margin).forEach((function(t,e){u[c[l.indexOf(t.key)]]=t.value})),s.margin=u}e&&(delete s.needsEndSpacing,delete s.minorTickColor,delete s.minorTicks,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksCount,delete s.angularaxis.ticksStep,delete s.angularaxis.rewriteTicks,delete s.angularaxis.nticks,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksCount,delete s.radialaxis.ticksStep,delete s.radialaxis.rewriteTicks,delete s.radialaxis.nticks),r.layout=s}return r}};return t}},{\"../../../constants/alignment\":717,\"../../../lib\":749,d3:169}],871:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../../lib\"),i=t(\"../../../components/color\"),o=t(\"./micropolar\"),s=t(\"./undo_manager\"),l=a.extendDeepAll,c=e.exports={};c.framework=function(t){var e,r,a,i,u,h=new s;function f(r,s){return s&&(u=s),n.select(n.select(u).node().parentNode).selectAll(\".svg-container>*:not(.chart-root)\").remove(),e=e?l(e,r):r,a||(a=o.Axis()),i=o.adapter.plotly().convert(e),a.config(i).render(u),t.data=e.data,t.layout=e.layout,c.fillLayout(t),e}return f.isPolar=!0,f.svg=function(){return a.svg()},f.getConfig=function(){return e},f.getLiveConfig=function(){return o.adapter.plotly().convert(a.getLiveConfig(),!0)},f.getLiveScales=function(){return{t:a.angularScale(),r:a.radialScale()}},f.setUndoPoint=function(){var t,n,a=this,i=o.util.cloneJson(e);t=i,n=r,h.add({undo:function(){n&&a(n)},redo:function(){a(t)}}),r=o.util.cloneJson(i)},f.undo=function(){h.undo()},f.redo=function(){h.redo()},f},c.fillLayout=function(t){var e=n.select(t).selectAll(\".plot-container\"),r=e.selectAll(\".svg-container\"),a=t.framework&&t.framework.svg&&t.framework.svg(),o={width:800,height:600,paper_bgcolor:i.background,_container:e,_paperdiv:r,_paper:a};t._fullLayout=l(o,t.layout)}},{\"../../../components/color\":615,\"../../../lib\":749,\"./micropolar\":870,\"./undo_manager\":872,d3:169}],872:[function(t,e,r){\"use strict\";e.exports=function(){var t,e=[],r=-1,n=!1;function a(t,e){return t?(n=!0,t[e](),n=!1,this):this}return{add:function(t){return n||(e.splice(r+1,e.length-r),e.push(t),r=e.length-1),this},setCallback:function(e){t=e},undo:function(){var n=e[r];return n?(a(n,\"undo\"),r-=1,t&&t(n.undo),this):this},redo:function(){var n=e[r+1];return n?(a(n,\"redo\"),r+=1,t&&t(n.redo),this):this},clear:function(){e=[],r=-1},hasUndo:function(){return-1!==r},hasRedo:function(){return r<e.length-1},getCommands:function(){return e},getPreviousCommand:function(){return e[r-1]},getIndex:function(){return r}}}},{}],873:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=t(\"../../components/color\"),l=t(\"../../components/drawing\"),c=t(\"../plots\"),u=t(\"../../plots/cartesian/axes\"),h=t(\"../cartesian/set_convert\"),f=t(\"./set_convert\"),p=t(\"../cartesian/autorange\").doAutoRange,d=t(\"../cartesian/dragbox\"),g=t(\"../../components/dragelement\"),m=t(\"../../components/fx\"),v=t(\"../../components/titles\"),y=t(\"../cartesian/select\").prepSelect,x=t(\"../cartesian/select\").selectOnClick,b=t(\"../cartesian/select\").clearSelect,_=t(\"../../lib/setcursor\"),w=t(\"../../lib/clear_gl_canvases\"),T=t(\"../../plot_api/subroutines\").redrawReglTraces,k=t(\"../../constants/alignment\").MID_SHIFT,M=t(\"./constants\"),A=t(\"./helpers\"),S=o._,E=o.mod,C=o.deg2rad,L=o.rad2deg;function P(t,e){this.id=e,this.gd=t,this._hasClipOnAxisFalse=null,this.vangles=null,this.radialAxisAngle=null,this.traceHash={},this.layers={},this.clipPaths={},this.clipIds={},this.viewInitial={};var r=t._fullLayout,n=\"clip\"+r._uid+e;this.clipIds.forTraces=n+\"-for-traces\",this.clipPaths.forTraces=r._clips.append(\"clipPath\").attr(\"id\",this.clipIds.forTraces),this.clipPaths.forTraces.append(\"path\"),this.framework=r._polarlayer.append(\"g\").attr(\"class\",e),this.radialTickLayout=null,this.angularTickLayout=null}var I=P.prototype;function z(t){var e=t.ticks+String(t.ticklen)+String(t.showticklabels);return\"side\"in t&&(e+=t.side),e}function O(t,e){return e[o.findIndexOfMin(e,(function(e){return o.angleDist(t,e)}))]}function D(t,e,r){return e?(t.attr(\"display\",null),t.attr(r)):t&&t.attr(\"display\",\"none\"),t}function R(t,e){return\"translate(\"+t+\",\"+e+\")\"}function F(t){return\"rotate(\"+t+\")\"}e.exports=function(t,e){return new P(t,e)},I.plot=function(t,e){var r=e[this.id];this._hasClipOnAxisFalse=!1;for(var n=0;n<t.length;n++){if(!1===t[n][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(e,r),this.updateLayout(e,r),c.generalUpdatePerTraceModule(this.gd,this,t,r),this.updateFx(e,r)},I.updateLayers=function(t,e){var r=this.layers,a=e.radialaxis,i=e.angularaxis,o=M.layerNames,s=o.indexOf(\"frontplot\"),l=o.slice(0,s),c=\"below traces\"===i.layer,u=\"below traces\"===a.layer;c&&l.push(\"angular-line\"),u&&l.push(\"radial-line\"),c&&l.push(\"angular-axis\"),u&&l.push(\"radial-axis\"),l.push(\"frontplot\"),c||l.push(\"angular-line\"),u||l.push(\"radial-line\"),c||l.push(\"angular-axis\"),u||l.push(\"radial-axis\");var h=this.framework.selectAll(\".polarsublayer\").data(l,String);h.enter().append(\"g\").attr(\"class\",(function(t){return\"polarsublayer \"+t})).each((function(t){var e=r[t]=n.select(this);switch(t){case\"frontplot\":e.append(\"g\").classed(\"barlayer\",!0),e.append(\"g\").classed(\"scatterlayer\",!0);break;case\"backplot\":e.append(\"g\").classed(\"maplayer\",!0);break;case\"plotbg\":r.bg=e.append(\"path\");break;case\"radial-grid\":case\"angular-grid\":e.style(\"fill\",\"none\");break;case\"radial-line\":e.append(\"line\").style(\"fill\",\"none\");break;case\"angular-line\":e.append(\"path\").style(\"fill\",\"none\")}})),h.order()},I.updateLayout=function(t,e){var r=this.layers,n=t._size,a=e.radialaxis,i=e.angularaxis,o=e.domain.x,c=e.domain.y;this.xOffset=n.l+n.w*o[0],this.yOffset=n.t+n.h*(1-c[1]);var u=this.xLength=n.w*(o[1]-o[0]),h=this.yLength=n.h*(c[1]-c[0]),f=e.sector;this.sectorInRad=f.map(C);var p,d,g,m,v,y=this.sectorBBox=function(t){var e,r,n,a,i=t[0],o=t[1]-i,s=E(i,360),l=s+o,c=Math.cos(C(s)),u=Math.sin(C(s)),h=Math.cos(C(l)),f=Math.sin(C(l));a=s<=90&&l>=90||s>90&&l>=450?1:u<=0&&f<=0?0:Math.max(u,f);e=s<=180&&l>=180||s>180&&l>=540?-1:c>=0&&h>=0?0:Math.min(c,h);r=s<=270&&l>=270||s>270&&l>=630?-1:u>=0&&f>=0?0:Math.min(u,f);n=l>=360?1:c<=0&&h<=0?0:Math.max(c,h);return[e,r,n,a]}(f),x=y[2]-y[0],b=y[3]-y[1],_=h/u,w=Math.abs(b/x);_>w?(p=u,v=(h-(d=u*w))/n.h/2,g=[o[0],o[1]],m=[c[0]+v,c[1]-v]):(d=h,v=(u-(p=h/w))/n.w/2,g=[o[0]+v,o[1]-v],m=[c[0],c[1]]),this.xLength2=p,this.yLength2=d,this.xDomain2=g,this.yDomain2=m;var T=this.xOffset2=n.l+n.w*g[0],k=this.yOffset2=n.t+n.h*(1-m[1]),M=this.radius=p/x,A=this.innerRadius=e.hole*M,S=this.cx=T-M*y[0],L=this.cy=k+M*y[3],P=this.cxx=S-T,I=this.cyy=L-k;this.radialAxis=this.mockAxis(t,e,a,{_id:\"x\",side:{counterclockwise:\"top\",clockwise:\"bottom\"}[a.side],domain:[A/n.w,M/n.w]}),this.angularAxis=this.mockAxis(t,e,i,{side:\"right\",domain:[0,Math.PI],autorange:!1}),this.doAutoRange(t,e),this.updateAngularAxis(t,e),this.updateRadialAxis(t,e),this.updateRadialAxisTitle(t,e),this.xaxis=this.mockCartesianAxis(t,e,{_id:\"x\",domain:g}),this.yaxis=this.mockCartesianAxis(t,e,{_id:\"y\",domain:m});var z=this.pathSubplot();this.clipPaths.forTraces.select(\"path\").attr(\"d\",z).attr(\"transform\",R(P,I)),r.frontplot.attr(\"transform\",R(T,k)).call(l.setClipUrl,this._hasClipOnAxisFalse?null:this.clipIds.forTraces,this.gd),r.bg.attr(\"d\",z).attr(\"transform\",R(S,L)).call(s.fill,e.bgcolor)},I.mockAxis=function(t,e,r,n){var a=o.extendFlat({},r,n);return f(a,e,t),a},I.mockCartesianAxis=function(t,e,r){var n=this,a=r._id,i=o.extendFlat({type:\"linear\"},r);h(i,t);var s={x:[0,2],y:[1,3]};return i.setRange=function(){var t=n.sectorBBox,r=s[a],o=n.radialAxis._rl,l=(o[1]-o[0])/(1-e.hole);i.range=[t[r[0]]*l,t[r[1]]*l]},i.isPtWithinRange=\"x\"===a?function(t){return n.isPtInside(t)}:function(){return!0},i.setRange(),i.setScale(),i},I.doAutoRange=function(t,e){var r=this.gd,n=this.radialAxis,a=e.radialaxis;n.setScale(),p(r,n);var i=n.range;a.range=i.slice(),a._input.range=i.slice(),n._rl=[n.r2l(i[0],null,\"gregorian\"),n.r2l(i[1],null,\"gregorian\")]},I.updateRadialAxis=function(t,e){var r=this,n=r.gd,a=r.layers,i=r.radius,l=r.innerRadius,c=r.cx,h=r.cy,f=e.radialaxis,p=E(e.sector[0],360),d=r.radialAxis,g=l<i;r.fillViewInitialKey(\"radialaxis.angle\",f.angle),r.fillViewInitialKey(\"radialaxis.range\",d.range.slice()),d.setGeometry(),\"auto\"===d.tickangle&&p>90&&p<=270&&(d.tickangle=180);var m=function(t){return\"translate(\"+(d.l2p(t.x)+l)+\",0)\"},v=z(f);if(r.radialTickLayout!==v&&(a[\"radial-axis\"].selectAll(\".xtick\").remove(),r.radialTickLayout=v),g){d.setScale();var y=u.calcTicks(d),x=u.clipEnds(d,y),b=u.getTickSigns(d)[2];u.drawTicks(n,d,{vals:y,layer:a[\"radial-axis\"],path:u.makeTickPath(d,0,b),transFn:m,crisp:!1}),u.drawGrid(n,d,{vals:x,layer:a[\"radial-grid\"],path:function(t){return r.pathArc(d.r2p(t.x)+l)},transFn:o.noop,crisp:!1}),u.drawLabels(n,d,{vals:y,layer:a[\"radial-axis\"],transFn:m,labelFns:u.makeLabelFns(d,0)})}var _=r.radialAxisAngle=r.vangles?L(O(C(f.angle),r.vangles)):f.angle,w=R(c,h),T=w+F(-_);D(a[\"radial-axis\"],g&&(f.showticklabels||f.ticks),{transform:T}),D(a[\"radial-grid\"],g&&f.showgrid,{transform:w}),D(a[\"radial-line\"].select(\"line\"),g&&f.showline,{x1:l,y1:0,x2:i,y2:0,transform:T}).attr(\"stroke-width\",f.linewidth).call(s.stroke,f.linecolor)},I.updateRadialAxisTitle=function(t,e,r){var n=this.gd,a=this.radius,i=this.cx,o=this.cy,s=e.radialaxis,c=this.id+\"title\",u=void 0!==r?r:this.radialAxisAngle,h=C(u),f=Math.cos(h),p=Math.sin(h),d=0;if(s.title){var g=l.bBox(this.layers[\"radial-axis\"].node()).height,m=s.title.font.size;d=\"counterclockwise\"===s.side?-g-.4*m:g+.8*m}this.layers[\"radial-axis-title\"]=v.draw(n,c,{propContainer:s,propName:this.id+\".radialaxis.title\",placeholder:S(n,\"Click to enter radial axis title\"),attributes:{x:i+a/2*f+d*p,y:o-a/2*p+d*f,\"text-anchor\":\"middle\"},transform:{rotate:-u}})},I.updateAngularAxis=function(t,e){var r=this,n=r.gd,a=r.layers,i=r.radius,l=r.innerRadius,c=r.cx,h=r.cy,f=e.angularaxis,p=r.angularAxis;r.fillViewInitialKey(\"angularaxis.rotation\",f.rotation),p.setGeometry(),p.setScale();var d=function(t){return p.t2g(t.x)};\"linear\"===p.type&&\"radians\"===p.thetaunit&&(p.tick0=L(p.tick0),p.dtick=L(p.dtick));var g=function(t){return R(c+i*Math.cos(t),h-i*Math.sin(t))},m=u.makeLabelFns(p,0).labelStandoff,v={xFn:function(t){var e=d(t);return Math.cos(e)*m},yFn:function(t){var e=d(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(m+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*k)},anchorFn:function(t){var e=d(t),r=Math.cos(e);return Math.abs(r)<.1?\"middle\":r>0?\"start\":\"end\"},heightFn:function(t,e,r){var n=d(t);return-.5*(1+Math.sin(n))*r}},y=z(f);r.angularTickLayout!==y&&(a[\"angular-axis\"].selectAll(\".\"+p._id+\"tick\").remove(),r.angularTickLayout=y);var x,b=u.calcTicks(p);if(\"linear\"===e.gridshape?(x=b.map(d),o.angleDelta(x[0],x[1])<0&&(x=x.slice().reverse())):x=null,r.vangles=x,\"category\"===p.type&&(b=b.filter((function(t){return o.isAngleInsideSector(d(t),r.sectorInRad)}))),p.visible){var _=\"inside\"===p.ticks?-1:1,w=(p.linewidth||1)/2;u.drawTicks(n,p,{vals:b,layer:a[\"angular-axis\"],path:\"M\"+_*w+\",0h\"+_*p.ticklen,transFn:function(t){var e=d(t);return g(e)+F(-L(e))},crisp:!1}),u.drawGrid(n,p,{vals:b,layer:a[\"angular-grid\"],path:function(t){var e=d(t),r=Math.cos(e),n=Math.sin(e);return\"M\"+[c+l*r,h-l*n]+\"L\"+[c+i*r,h-i*n]},transFn:o.noop,crisp:!1}),u.drawLabels(n,p,{vals:b,layer:a[\"angular-axis\"],repositionOnUpdate:!0,transFn:function(t){return g(d(t))},labelFns:v})}D(a[\"angular-line\"].select(\"path\"),f.showline,{d:r.pathSubplot(),transform:R(c,h)}).attr(\"stroke-width\",f.linewidth).call(s.stroke,f.linecolor)},I.updateFx=function(t,e){this.gd._context.staticPlot||(this.updateAngularDrag(t),this.updateRadialDrag(t,e,0),this.updateRadialDrag(t,e,1),this.updateMainDrag(t))},I.updateMainDrag=function(t){var e=this,r=e.gd,o=e.layers,s=t._zoomlayer,l=M.MINZOOM,c=M.OFFEDGE,u=e.radius,h=e.innerRadius,f=e.cx,p=e.cy,v=e.cxx,_=e.cyy,w=e.sectorInRad,T=e.vangles,k=e.radialAxis,S=A.clampTiny,E=A.findXYatLength,C=A.findEnclosingVertexAngles,L=M.cornerHalfWidth,P=M.cornerLen/2,I=d.makeDragger(o,\"path\",\"maindrag\",\"crosshair\");n.select(I).attr(\"d\",e.pathSubplot()).attr(\"transform\",R(f,p));var z,O,D,F,B,N,j,U,V,q={element:I,gd:r,subplot:e.id,plotinfo:{id:e.id,xaxis:e.xaxis,yaxis:e.yaxis},xaxes:[e.xaxis],yaxes:[e.yaxis]};function H(t,e){return Math.sqrt(t*t+e*e)}function G(t,e){return H(t-v,e-_)}function Y(t,e){return Math.atan2(_-e,t-v)}function W(t,e){return[t*Math.cos(e),t*Math.sin(-e)]}function Z(t,r){if(0===t)return e.pathSector(2*L);var n=P/t,a=r-n,i=r+n,o=Math.max(0,Math.min(t,u)),s=o-L,l=o+L;return\"M\"+W(s,a)+\"A\"+[s,s]+\" 0,0,0 \"+W(s,i)+\"L\"+W(l,i)+\"A\"+[l,l]+\" 0,0,1 \"+W(l,a)+\"Z\"}function X(t,r,n){if(0===t)return e.pathSector(2*L);var 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n=t(\"d3\"),a=t(\"tinycolor2\"),i=t(\"../../registry\"),o=t(\"../../lib\"),s=o._,l=t(\"../../components/color\"),c=t(\"../../components/drawing\"),u=t(\"../cartesian/set_convert\"),h=t(\"../../lib/extend\").extendFlat,f=t(\"../plots\"),p=t(\"../cartesian/axes\"),d=t(\"../../components/dragelement\"),g=t(\"../../components/fx\"),m=t(\"../../components/dragelement/helpers\"),v=m.freeMode,y=m.rectMode,x=t(\"../../components/titles\"),b=t(\"../cartesian/select\").prepSelect,_=t(\"../cartesian/select\").selectOnClick,w=t(\"../cartesian/select\").clearSelect,T=t(\"../cartesian/select\").clearSelectionsCache,k=t(\"../cartesian/constants\");function M(t,e){this.id=t.id,this.graphDiv=t.graphDiv,this.init(e),this.makeFramework(e),this.aTickLayout=null,this.bTickLayout=null,this.cTickLayout=null}e.exports=M;var A=M.prototype;A.init=function(t){this.container=t._ternarylayer,this.defs=t._defs,this.layoutId=t._uid,this.traceHash={},this.layers={}},A.plot=function(t,e){var r=e[this.id],n=e._size;this._hasClipOnAxisFalse=!1;for(var a=0;a<t.length;a++){if(!1===t[a][0].trace.cliponaxis){this._hasClipOnAxisFalse=!0;break}}this.updateLayers(r),this.adjustLayout(r,n),f.generalUpdatePerTraceModule(this.graphDiv,this,t,r),this.layers.plotbg.select(\"path\").call(l.fill,r.bgcolor)},A.makeFramework=function(t){var e=this.graphDiv,r=t[this.id],n=this.clipId=\"clip\"+this.layoutId+this.id,a=this.clipIdRelative=\"clip-relative\"+this.layoutId+this.id;this.clipDef=o.ensureSingleById(t._clips,\"clipPath\",n,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.clipDefRelative=o.ensureSingleById(t._clips,\"clipPath\",a,(function(t){t.append(\"path\").attr(\"d\",\"M0,0Z\")})),this.plotContainer=o.ensureSingle(this.container,\"g\",this.id),this.updateLayers(r),c.setClipUrl(this.layers.backplot,n,e),c.setClipUrl(this.layers.grids,n,e)},A.updateLayers=function(t){var e=this.layers,r=[\"draglayer\",\"plotbg\",\"backplot\",\"grids\"];\"below 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S=Math.sqrt(4/3);A.adjustLayout=function(t,e){var r,n,a,i,o,s,f=this,p=t.domain,d=(p.x[0]+p.x[1])/2,g=(p.y[0]+p.y[1])/2,m=p.x[1]-p.x[0],v=p.y[1]-p.y[0],y=m*e.w,x=v*e.h,b=t.sum,_=t.aaxis.min,w=t.baxis.min,T=t.caxis.min;y>S*x?a=(i=x)*S:i=(a=y)/S,o=m*a/y,s=v*i/x,r=e.l+e.w*d-a/2,n=e.t+e.h*(1-g)-i/2,f.x0=r,f.y0=n,f.w=a,f.h=i,f.sum=b,f.xaxis={type:\"linear\",range:[_+2*T-b,b-_-2*w],domain:[d-o/2,d+o/2],_id:\"x\"},u(f.xaxis,f.graphDiv._fullLayout),f.xaxis.setScale(),f.xaxis.isPtWithinRange=function(t){return t.a>=f.aaxis.range[0]&&t.a<=f.aaxis.range[1]&&t.b>=f.baxis.range[1]&&t.b<=f.baxis.range[0]&&t.c>=f.caxis.range[1]&&t.c<=f.caxis.range[0]},f.yaxis={type:\"linear\",range:[_,b-w-T],domain:[g-s/2,g+s/2],_id:\"y\"},u(f.yaxis,f.graphDiv._fullLayout),f.yaxis.setScale(),f.yaxis.isPtWithinRange=function(){return!0};var k=f.yaxis.domain[0],M=f.aaxis=h({},t.aaxis,{range:[_,b-w-T],side:\"left\",tickangle:(+t.aaxis.tickangle||0)-30,domain:[k,k+s*S],anchor:\"free\",position:0,_id:\"y\",_length:a});u(M,f.graphDiv._fullLayout),M.setScale();var A=f.baxis=h({},t.baxis,{range:[b-_-T,w],side:\"bottom\",domain:f.xaxis.domain,anchor:\"free\",position:0,_id:\"x\",_length:a});u(A,f.graphDiv._fullLayout),A.setScale();var E=f.caxis=h({},t.caxis,{range:[b-_-w,T],side:\"right\",tickangle:(+t.caxis.tickangle||0)+30,domain:[k,k+s*S],anchor:\"free\",position:0,_id:\"y\",_length:a});u(E,f.graphDiv._fullLayout),E.setScale();var C=\"M\"+r+\",\"+(n+i)+\"h\"+a+\"l-\"+a/2+\",-\"+i+\"Z\";f.clipDef.select(\"path\").attr(\"d\",C),f.layers.plotbg.select(\"path\").attr(\"d\",C);var L=\"M0,\"+i+\"h\"+a+\"l-\"+a/2+\",-\"+i+\"Z\";f.clipDefRelative.select(\"path\").attr(\"d\",L);var P=\"translate(\"+r+\",\"+n+\")\";f.plotContainer.selectAll(\".scatterlayer,.maplayer\").attr(\"transform\",P),f.clipDefRelative.select(\"path\").attr(\"transform\",null);var I=\"translate(\"+(r-A._offset)+\",\"+(n+i)+\")\";f.layers.baxis.attr(\"transform\",I),f.layers.bgrid.attr(\"transform\",I);var z=\"translate(\"+(r+a/2)+\",\"+n+\")rotate(30)translate(0,\"+-M._offset+\")\";f.layers.aaxis.attr(\"transform\",z),f.layers.agrid.attr(\"transform\",z);var O=\"translate(\"+(r+a/2)+\",\"+n+\")rotate(-30)translate(0,\"+-E._offset+\")\";f.layers.caxis.attr(\"transform\",O),f.layers.cgrid.attr(\"transform\",O),f.drawAxes(!0),f.layers.aline.select(\"path\").attr(\"d\",M.showline?\"M\"+r+\",\"+(n+i)+\"l\"+a/2+\",-\"+i:\"M0,0\").call(l.stroke,M.linecolor||\"#000\").style(\"stroke-width\",(M.linewidth||0)+\"px\"),f.layers.bline.select(\"path\").attr(\"d\",A.showline?\"M\"+r+\",\"+(n+i)+\"h\"+a:\"M0,0\").call(l.stroke,A.linecolor||\"#000\").style(\"stroke-width\",(A.linewidth||0)+\"px\"),f.layers.cline.select(\"path\").attr(\"d\",E.showline?\"M\"+(r+a/2)+\",\"+n+\"l\"+a/2+\",\"+i:\"M0,0\").call(l.stroke,E.linecolor||\"#000\").style(\"stroke-width\",(E.linewidth||0)+\"px\"),f.graphDiv._context.staticPlot||f.initInteractions(),c.setClipUrl(f.layers.frontplot,f._hasClipOnAxisFalse?null:f.clipId,f.graphDiv)},A.drawAxes=function(t){var 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E=k.MINZOOM/2+.87,C=\"m-0.87,.5h\"+E+\"v3h-\"+(E+5.2)+\"l\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l2.6,1.5l-\"+E/2+\",\"+.87*E+\"Z\",L=\"m0.87,.5h-\"+E+\"v3h\"+(E+5.2)+\"l-\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l-2.6,1.5l\"+E/2+\",\"+.87*E+\"Z\",P=\"m0,1l\"+E/2+\",\"+.87*E+\"l2.6,-1.5l-\"+(E/2+2.6)+\",-\"+(.87*E+4.5)+\"l-\"+(E/2+2.6)+\",\"+(.87*E+4.5)+\"l2.6,1.5l\"+E/2+\",-\"+.87*E+\"Z\",I=!0;function z(t){n.select(t).selectAll(\".zoombox,.js-zoombox-backdrop,.js-zoombox-menu,.zoombox-corners\").remove()}A.clearSelect=function(){T(this.dragOptions),w(this.dragOptions.gd)},A.initInteractions=function(){var t,e,r,n,u,h,f,p,m,x,w=this,T=w.layers.plotbg.select(\"path\").node(),M=w.graphDiv,A=M._fullLayout._zoomlayer;function E(t){var e={};return e[w.id+\".aaxis.min\"]=t.a,e[w.id+\".baxis.min\"]=t.b,e[w.id+\".caxis.min\"]=t.c,e}function O(t,e){var r=M._fullLayout.clickmode;z(M),2===t&&(M.emit(\"plotly_doubleclick\",null),i.call(\"_guiRelayout\",M,E({a:0,b:0,c:0}))),r.indexOf(\"select\")>-1&&1===t&&_(e,M,[w.xaxis],[w.yaxis],w.id,w.dragOptions),r.indexOf(\"event\")>-1&&g.click(M,e,w.id)}function D(t,e){return 1-e/w.h}function R(t,e){return 1-(t+(w.h-e)/Math.sqrt(3))/w.w}function F(t,e){return(t-(w.h-e)/Math.sqrt(3))/w.w}function B(a,i){var 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f=h.selectAll(\"path\").data((function(t){var e,n,i=t.pts2,o=Math.max((t.max-t.min)/10,t.q3-t.q1),s=1e-9*o,h=.01*o,f=[],p=0;if(r.jitter){if(0===o)for(p=1,f=new Array(i.length),e=0;e<i.length;e++)f[e]=1;else for(e=0;e<i.length;e++){var d=Math.max(0,e-5),g=i[d].v,m=Math.min(i.length-1,e+5),v=i[m].v;\"all\"!==u&&(i[e].v<t.lf?v=Math.min(v,t.lf):g=Math.max(g,t.uf));var y=Math.sqrt(h*(m-d)/(v-g+s))||0;y=a.constrain(Math.abs(y),0,1),f.push(y),p=Math.max(y,p)}n=2*r.jitter/(p||1)}for(e=0;e<i.length;e++){var x=i[e],b=x.v,_=r.jitter?n*f[e]*(a.pseudoRandom()-.5):0,w=t.pos+c+l*(r.pointpos+_);\"h\"===r.orientation?(x.y=w,x.x=b):(x.x=w,x.y=b),\"suspectedoutliers\"===u&&b<t.uo&&b>t.lo&&(x.so=!0)}return i}));f.enter().append(\"path\").classed(\"point\",!0),f.exit().remove(),f.call(i.translatePoints,o,s)}function l(t,e,r,i){var 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M={outerTicks:!0};c(b,_,k,\"linear\"),h(b,_,k,\"linear\",M),u(b,_,k,M)}else d(\"title.align\",\"center\"),d(\"align\",\"center\"),e._isAngular=e._isBullet=!1;e._length=null}}},{\"../../lib\":749,\"../../plot_api/plot_template\":787,\"../../plots/array_container_defaults\":793,\"../../plots/cartesian/tick_label_defaults\":819,\"../../plots/cartesian/tick_mark_defaults\":820,\"../../plots/cartesian/tick_value_defaults\":821,\"../../plots/domain\":825,\"./attributes\":1085,\"./constants.js\":1088}],1090:[function(t,e,r){\"use strict\";e.exports={moduleType:\"trace\",name:\"indicator\",basePlotModule:t(\"./base_plot\"),categories:[\"svg\",\"noOpacity\",\"noHover\"],animatable:!0,attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,calc:t(\"./calc\").calc,plot:t(\"./plot\"),meta:{}}},{\"./attributes\":1085,\"./base_plot\":1086,\"./calc\":1087,\"./defaults\":1089,\"./plot\":1091}],1091:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../lib\"),i=a.rad2deg,o=t(\"../../constants/alignment\").MID_SHIFT,s=t(\"../../components/drawing\"),l=t(\"./constants\"),c=t(\"../../lib/svg_text_utils\"),u=t(\"../../plots/cartesian/axes\"),h=t(\"../../plots/cartesian/axis_defaults\"),f=t(\"../../plots/cartesian/position_defaults\"),p=t(\"../../plots/cartesian/layout_attributes\"),d=t(\"../../components/color\"),g={left:\"start\",center:\"middle\",right:\"end\"},m={left:0,center:.5,right:1},v=/[yzafpn\\xb5mkMGTPEZY]/;function y(t){return t&&t.duration>0}function x(t){t.each((function(t){d.stroke(n.select(this),t.line.color)})).each((function(t){d.fill(n.select(this),t.color)})).style(\"stroke-width\",(function(t){return t.line.width}))}function b(t,e,r){var n=t._fullLayout,i=a.extendFlat({type:\"linear\",ticks:\"outside\",range:r,showline:!0},e),o={type:\"linear\",_id:\"x\"+e._id},s={letter:\"x\",font:n.font,noHover:!0,noTickson:!0};function l(t,e){return a.coerce(i,o,p,t,e)}return h(i,o,l,s,n),f(i,o,l,s),o}function _(t,e){return\"translate(\"+t+\",\"+e+\")\"}function w(t,e,r){return[Math.min(e/t.width,r/t.height),t,e+\"x\"+r]}function T(t,e,r,a){var i=document.createElementNS(\"http://www.w3.org/2000/svg\",\"text\"),o=n.select(i);return o.text(t).attr(\"x\",0).attr(\"y\",0).attr(\"text-anchor\",r).attr(\"data-unformatted\",t).call(c.convertToTspans,a).call(s.font,e),s.bBox(o.node())}function k(t,e,r,n,i,o){var s=\"_cache\"+e;t[s]&&t[s].key===i||(t[s]={key:i,value:r});var l=a.aggNums(o,null,[t[s].value,n],2);return t[s].value=l,l}e.exports=function(t,e,r,h){var f,p=t._fullLayout;y(r)&&h&&(f=h()),a.makeTraceGroups(p._indicatorlayer,e,\"trace\").each((function(e){var h,M,A,S,E,C=e[0].trace,L=n.select(this),P=C._hasGauge,I=C._isAngular,z=C._isBullet,O=C.domain,D={w:p._size.w*(O.x[1]-O.x[0]),h:p._size.h*(O.y[1]-O.y[0]),l:p._size.l+p._size.w*O.x[0],r:p._size.r+p._size.w*(1-O.x[1]),t:p._size.t+p._size.h*(1-O.y[1]),b:p._size.b+p._size.h*O.y[0]},R=D.l+D.w/2,F=D.t+D.h/2,B=Math.min(D.w/2,D.h),N=l.innerRadius*B,j=C.align||\"center\";if(M=F,P){if(I&&(h=R,M=F+B/2,A=function(t){return function(t,e){var r=Math.sqrt(t.width/2*(t.width/2)+t.height*t.height);return[e/r,t,e]}(t,.9*N)}),z){var U=l.bulletPadding,V=1-l.bulletNumberDomainSize+U;h=D.l+(V+(1-V)*m[j])*D.w,A=function(t){return w(t,(l.bulletNumberDomainSize-U)*D.w,D.h)}}}else h=D.l+m[j]*D.w,A=function(t){return w(t,D.w,D.h)};!function(t,e,r,i){var o,l,h,f=r[0].trace,p=i.numbersX,x=i.numbersY,w=f.align||\"center\",M=g[w],A=i.transitionOpts,S=i.onComplete,E=a.ensureSingle(e,\"g\",\"numbers\"),C=[];f._hasNumber&&C.push(\"number\");f._hasDelta&&(C.push(\"delta\"),\"left\"===f.delta.position&&C.reverse());var L=E.selectAll(\"text\").data(C);function P(e,r,n,a){if(!e.match(\"s\")||n>=0==a>=0||r(n).slice(-1).match(v)||r(a).slice(-1).match(v))return r;var i=e.slice().replace(\"s\",\"f\").replace(/\\d+/,(function(t){return parseInt(t)-1})),o=b(t,{tickformat:i});return function(t){return Math.abs(t)<1?u.tickText(o,t).text:r(t)}}L.enter().append(\"text\"),L.attr(\"text-anchor\",(function(){return M})).attr(\"class\",(function(t){return t})).attr(\"x\",null).attr(\"y\",null).attr(\"dx\",null).attr(\"dy\",null),L.exit().remove();var I,z=f.mode+f.align;f._hasDelta&&(I=function(){var e=b(t,{tickformat:f.delta.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=function(t){return f.delta.relative?t.relativeDelta:t.delta},o=function(t,e){return 0===t||\"number\"!=typeof t||isNaN(t)?\"-\":(t>0?f.delta.increasing.symbol:f.delta.decreasing.symbol)+e(t)},h=function(t){return t.delta>=0?f.delta.increasing.color:f.delta.decreasing.color};void 0===f._deltaLastValue&&(f._deltaLastValue=i(r[0]));var p=E.select(\"text.delta\");function g(){p.text(o(i(r[0]),a)).call(d.fill,h(r[0])).call(c.convertToTspans,t)}return p.call(s.font,f.delta.font).call(d.fill,h({delta:f._deltaLastValue})),y(A)?p.transition().duration(A.duration).ease(A.easing).tween(\"text\",(function(){var t=n.select(this),e=i(r[0]),s=f._deltaLastValue,l=P(f.delta.valueformat,a,s,e),c=n.interpolateNumber(s,e);return f._deltaLastValue=e,function(e){t.text(o(c(e),l)),t.call(d.fill,h({delta:c(e)}))}})).each(\"end\",(function(){g(),S&&S()})).each(\"interrupt\",(function(){g(),S&&S()})):g(),l=T(o(i(r[0]),a),f.delta.font,M,t),p}(),z+=f.delta.position+f.delta.font.size+f.delta.font.family+f.delta.valueformat,z+=f.delta.increasing.symbol+f.delta.decreasing.symbol,h=l);f._hasNumber&&(!function(){var e=b(t,{tickformat:f.number.valueformat},f._range);e.setScale(),u.prepTicks(e);var a=function(t){return u.tickText(e,t).text},i=f.number.suffix,l=f.number.prefix,h=E.select(\"text.number\");function p(){var e=\"number\"==typeof r[0].y?l+a(r[0].y)+i:\"-\";h.text(e).call(s.font,f.number.font).call(c.convertToTspans,t)}y(A)?h.transition().duration(A.duration).ease(A.easing).each(\"end\",(function(){p(),S&&S()})).each(\"interrupt\",(function(){p(),S&&S()})).attrTween(\"text\",(function(){var t=n.select(this),e=n.interpolateNumber(r[0].lastY,r[0].y);f._lastValue=r[0].y;var o=P(f.number.valueformat,a,r[0].lastY,r[0].y);return function(r){t.text(l+o(e(r))+i)}})):p(),o=T(l+a(r[0].y)+i,f.number.font,M,t)}(),z+=f.number.font.size+f.number.font.family+f.number.valueformat+f.number.suffix+f.number.prefix,h=o);if(f._hasDelta&&f._hasNumber){var O,D,R=[(o.left+o.right)/2,(o.top+o.bottom)/2],F=[(l.left+l.right)/2,(l.top+l.bottom)/2],B=.75*f.delta.font.size;\"left\"===f.delta.position&&(O=k(f,\"deltaPos\",0,-1*(o.width*m[f.align]+l.width*(1-m[f.align])+B),z,Math.min),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:l.left+O,right:o.right,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"right\"===f.delta.position&&(O=k(f,\"deltaPos\",0,o.width*(1-m[f.align])+l.width*m[f.align]+B,z,Math.max),D=R[1]-F[1],h={width:o.width+l.width+B,height:Math.max(o.height,l.height),left:o.left,right:l.right+O,top:Math.min(o.top,l.top+D),bottom:Math.max(o.bottom,l.bottom+D)}),\"bottom\"===f.delta.position&&(O=null,D=l.height,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height,bottom:o.bottom+l.height}),\"top\"===f.delta.position&&(O=null,D=o.top,h={width:Math.max(o.width,l.width),height:o.height+l.height,left:Math.min(o.left,l.left),right:Math.max(o.right,l.right),top:o.bottom-o.height-l.height,bottom:o.bottom}),I.attr({dx:O,dy:D})}(f._hasNumber||f._hasDelta)&&E.attr(\"transform\",(function(){var t=i.numbersScaler(h);z+=t[2];var e,r=k(f,\"numbersScale\",1,t[0],z,Math.min);f._scaleNumbers||(r=1),e=f._isAngular?x-r*h.bottom:x-r*(h.top+h.bottom)/2,f._numbersTop=r*h.top+e;var n=h[w];\"center\"===w&&(n=(h.left+h.right)/2);var a=p-r*n;return _(a=k(f,\"numbersTranslate\",0,a,z,Math.max),e)+\" scale(\"+r+\")\"}))}(t,L,e,{numbersX:h,numbersY:M,numbersScaler:A,transitionOpts:r,onComplete:f}),P&&(S={range:C.gauge.axis.range,color:C.gauge.bgcolor,line:{color:C.gauge.bordercolor,width:0},thickness:1},E={range:C.gauge.axis.range,color:\"rgba(0, 0, 0, 0)\",line:{color:C.gauge.bordercolor,width:C.gauge.borderwidth},thickness:1});var q=L.selectAll(\"g.angular\").data(I?e:[]);q.exit().remove();var H=L.selectAll(\"g.angularaxis\").data(I?e:[]);H.exit().remove(),I&&function(t,e,r,a){var s,l,c,h,f=r[0].trace,p=a.size,d=a.radius,g=a.innerRadius,m=a.gaugeBg,v=a.gaugeOutline,w=[p.l+p.w/2,p.t+p.h/2+d/2],T=a.gauge,k=a.layer,M=a.transitionOpts,A=a.onComplete,S=Math.PI/2;function E(t){var e=f.gauge.axis.range[0],r=(t-e)/(f.gauge.axis.range[1]-e)*Math.PI-S;return r<-S?-S:r>S?S:r}function C(t){return n.svg.arc().innerRadius((g+d)/2-t/2*(d-g)).outerRadius((g+d)/2+t/2*(d-g)).startAngle(-S)}function L(t){t.attr(\"d\",(function(t){return C(t.thickness).startAngle(E(t.range[0])).endAngle(E(t.range[1]))()}))}T.enter().append(\"g\").classed(\"angular\",!0),T.attr(\"transform\",_(w[0],w[1])),k.enter().append(\"g\").classed(\"angularaxis\",!0).classed(\"crisp\",!0),k.selectAll(\"g.xangularaxistick,path,text\").remove(),(s=b(t,f.gauge.axis)).type=\"linear\",s.range=f.gauge.axis.range,s._id=\"xangularaxis\",s.setScale();var P=function(t){return(s.range[0]-t.x)/(s.range[1]-s.range[0])*Math.PI+Math.PI},I={},z=u.makeLabelFns(s,0).labelStandoff;I.xFn=function(t){var e=P(t);return Math.cos(e)*z},I.yFn=function(t){var e=P(t),r=Math.sin(e)>0?.2:1;return-Math.sin(e)*(z+t.fontSize*r)+Math.abs(Math.cos(e))*(t.fontSize*o)},I.anchorFn=function(t){var e=P(t),r=Math.cos(e);return 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j=N.select(\"path\");y(M)?(j.transition().duration(M.duration).ease(M.easing).each(\"end\",(function(){A&&A()})).each(\"interrupt\",(function(){A&&A()})).attrTween(\"d\",(U=B,V=E(r[0].lastY),q=E(r[0].y),function(){var t=n.interpolate(V,q);return function(e){return U.endAngle(t(e))()}})),f._lastValue=r[0].y):j.attr(\"d\",\"number\"==typeof r[0].y?B.endAngle(E(r[0].y)):\"M0,0Z\");var U,V,q;j.call(x),N.exit().remove(),R=[];var H=f.gauge.threshold.value;H&&R.push({range:[H,H],color:f.gauge.threshold.color,line:{color:f.gauge.threshold.line.color,width:f.gauge.threshold.line.width},thickness:f.gauge.threshold.thickness});var G=T.selectAll(\"g.threshold-arc\").data(R);G.enter().append(\"g\").classed(\"threshold-arc\",!0).append(\"path\"),G.select(\"path\").call(L).call(x),G.exit().remove();var Y=T.selectAll(\"g.gauge-outline\").data([v]);Y.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"path\"),Y.select(\"path\").call(L).call(x),Y.exit().remove()}(t,0,e,{radius:B,innerRadius:N,gauge:q,layer:H,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var G=L.selectAll(\"g.bullet\").data(z?e:[]);G.exit().remove();var Y=L.selectAll(\"g.bulletaxis\").data(z?e:[]);Y.exit().remove(),z&&function(t,e,r,n){var a,i,o,s,c,h=r[0].trace,f=n.gauge,p=n.layer,g=n.gaugeBg,m=n.gaugeOutline,v=n.size,_=h.domain,w=n.transitionOpts,T=n.onComplete;f.enter().append(\"g\").classed(\"bullet\",!0),f.attr(\"transform\",\"translate(\"+v.l+\", \"+v.t+\")\"),p.enter().append(\"g\").classed(\"bulletaxis\",!0).classed(\"crisp\",!0),p.selectAll(\"g.xbulletaxistick,path,text\").remove();var k=v.h,M=h.gauge.bar.thickness*k,A=_.x[0],S=_.x[0]+(_.x[1]-_.x[0])*(h._hasNumber||h._hasDelta?1-l.bulletNumberDomainSize:1);(a=b(t,h.gauge.axis))._id=\"xbulletaxis\",a.domain=[A,S],a.setScale(),i=u.calcTicks(a),o=u.makeTransFn(a),s=u.getTickSigns(a)[2],c=v.t+v.h,a.visible&&(u.drawTicks(t,a,{vals:\"inside\"===a.ticks?u.clipEnds(a,i):i,layer:p,path:u.makeTickPath(a,c,s),transFn:o}),u.drawLabels(t,a,{vals:i,layer:p,transFn:o,labelFns:u.makeLabelFns(a,c)}));function E(t){t.attr(\"width\",(function(t){return Math.max(0,a.c2p(t.range[1])-a.c2p(t.range[0]))})).attr(\"x\",(function(t){return a.c2p(t.range[0])})).attr(\"y\",(function(t){return.5*(1-t.thickness)*k})).attr(\"height\",(function(t){return t.thickness*k}))}var C=[g].concat(h.gauge.steps),L=f.selectAll(\"g.bg-bullet\").data(C);L.enter().append(\"g\").classed(\"bg-bullet\",!0).append(\"rect\"),L.select(\"rect\").call(E).call(x),L.exit().remove();var P=f.selectAll(\"g.value-bullet\").data([h.gauge.bar]);P.enter().append(\"g\").classed(\"value-bullet\",!0).append(\"rect\"),P.select(\"rect\").attr(\"height\",M).attr(\"y\",(k-M)/2).call(x),y(w)?P.select(\"rect\").transition().duration(w.duration).ease(w.easing).each(\"end\",(function(){T&&T()})).each(\"interrupt\",(function(){T&&T()})).attr(\"width\",Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y)))):P.select(\"rect\").attr(\"width\",\"number\"==typeof r[0].y?Math.max(0,a.c2p(Math.min(h.gauge.axis.range[1],r[0].y))):0);P.exit().remove();var I=r.filter((function(){return h.gauge.threshold.value})),z=f.selectAll(\"g.threshold-bullet\").data(I);z.enter().append(\"g\").classed(\"threshold-bullet\",!0).append(\"line\"),z.select(\"line\").attr(\"x1\",a.c2p(h.gauge.threshold.value)).attr(\"x2\",a.c2p(h.gauge.threshold.value)).attr(\"y1\",(1-h.gauge.threshold.thickness)/2*k).attr(\"y2\",(1-(1-h.gauge.threshold.thickness)/2)*k).call(d.stroke,h.gauge.threshold.line.color).style(\"stroke-width\",h.gauge.threshold.line.width),z.exit().remove();var O=f.selectAll(\"g.gauge-outline\").data([m]);O.enter().append(\"g\").classed(\"gauge-outline\",!0).append(\"rect\"),O.select(\"rect\").call(E).call(x),O.exit().remove()}(t,0,e,{gauge:G,layer:Y,size:D,gaugeBg:S,gaugeOutline:E,transitionOpts:r,onComplete:f});var W=L.selectAll(\"text.title\").data(e);W.exit().remove(),W.enter().append(\"text\").classed(\"title\",!0),W.attr(\"text-anchor\",(function(){return 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a._trace=i,i.update(e),t.glplot.add(a),i}}},{\"../../components/colorscale\":627,\"../../lib/gl_format_color\":745,\"../../lib/str2rgbarray\":772,\"../../plots/gl3d/zip3\":851,\"gl-mesh3d\":292}],1095:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../registry\"),i=t(\"./attributes\"),o=t(\"../../components/colorscale/defaults\");function s(t,e,r,n,i){var s=i(\"isomin\"),l=i(\"isomax\");null!=l&&null!=s&&s>l&&(e.isomin=null,e.isomax=null);var c=i(\"x\"),u=i(\"y\"),h=i(\"z\"),f=i(\"value\");c&&c.length&&u&&u.length&&h&&h.length&&f&&f.length?(a.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],n),[\"x\",\"y\",\"z\"].forEach((function(t){var e=\"caps.\"+t;i(e+\".show\")&&i(e+\".fill\");var r=\"slices.\"+t;i(r+\".show\")&&(i(r+\".fill\"),i(r+\".locations\"))})),i(\"spaceframe.show\")&&i(\"spaceframe.fill\"),i(\"surface.show\")&&(i(\"surface.count\"),i(\"surface.fill\"),i(\"surface.pattern\")),i(\"contour.show\")&&(i(\"contour.color\"),i(\"contour.width\")),[\"text\",\"hovertext\",\"hovertemplate\",\"lighting.ambient\",\"lighting.diffuse\",\"lighting.specular\",\"lighting.roughness\",\"lighting.fresnel\",\"lighting.vertexnormalsepsilon\",\"lighting.facenormalsepsilon\",\"lightposition.x\",\"lightposition.y\",\"lightposition.z\",\"flatshading\",\"opacity\"].forEach((function(t){i(t)})),o(t,e,n,i,{prefix:\"\",cLetter:\"c\"}),e._length=null):e.visible=!1}e.exports={supplyDefaults:function(t,e,r,a){s(t,e,r,a,(function(r,a){return n.coerce(t,e,i,r,a)}))},supplyIsoDefaults:s}},{\"../../components/colorscale/defaults\":625,\"../../lib\":749,\"../../registry\":881,\"./attributes\":1092}],1096:[function(t,e,r){\"use 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n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/template_attributes\").hovertemplateAttrs,i=t(\"../surface/attributes\"),o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat;e.exports=s({x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},y:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},z:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},i:{valType:\"data_array\",editType:\"calc\"},j:{valType:\"data_array\",editType:\"calc\"},k:{valType:\"data_array\",editType:\"calc\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertemplate:a({editType:\"calc\"}),delaunayaxis:{valType:\"enumerated\",values:[\"x\",\"y\",\"z\"],dflt:\"z\",editType:\"calc\"},alphahull:{valType:\"number\",dflt:-1,editType:\"calc\"},intensity:{valType:\"data_array\",editType:\"calc\"},intensitymode:{valType:\"enumerated\",values:[\"vertex\",\"cell\"],dflt:\"vertex\",editType:\"calc\"},color:{valType:\"color\",editType:\"calc\"},vertexcolor:{valType:\"data_array\",editType:\"calc\"},facecolor:{valType:\"data_array\",editType:\"calc\"},transforms:void 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n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.intensity&&n(t,e,{vals:e.intensity,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":623}],1099:[function(t,e,r){\"use strict\";var n=t(\"gl-mesh3d\"),a=t(\"delaunay-triangulate\"),i=t(\"alpha-shape\"),o=t(\"convex-hull\"),s=t(\"../../lib/gl_format_color\").parseColorScale,l=t(\"../../lib/str2rgbarray\"),c=t(\"../../components/colorscale\").extractOpts,u=t(\"../../plots/gl3d/zip3\");function h(t,e,r){this.scene=t,this.uid=r,this.mesh=e,this.name=\"\",this.color=\"#fff\",this.data=null,this.showContour=!1}var f=h.prototype;function p(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=l(t[n]);return e}function d(t,e,r,n){for(var a=[],i=e.length,o=0;o<i;o++)a[o]=t.d2l(e[o],0,n)*r;return a}function g(t){for(var e=[],r=t.length,n=0;n<r;n++)e[n]=Math.round(t[n]);return e}function m(t,e){for(var r=t.length,n=0;n<r;n++)if(t[n]<=-.5||t[n]>=e-.5)return!1;return!0}f.handlePick=function(t){if(t.object===this.mesh){var e=t.index=t.data.index;t.data._cellCenter?t.traceCoordinate=t.data.dataCoordinate:t.traceCoordinate=[this.data.x[e],this.data.y[e],this.data.z[e]];var r=this.data.hovertext||this.data.text;return Array.isArray(r)&&void 0!==r[e]?t.textLabel=r[e]:r&&(t.textLabel=r),!0}},f.update=function(t){var e=this.scene,r=e.fullSceneLayout;this.data=t;var n,h=t.x.length,f=u(d(r.xaxis,t.x,e.dataScale[0],t.xcalendar),d(r.yaxis,t.y,e.dataScale[1],t.ycalendar),d(r.zaxis,t.z,e.dataScale[2],t.zcalendar));if(t.i&&t.j&&t.k){if(t.i.length!==t.j.length||t.j.length!==t.k.length||!m(t.i,h)||!m(t.j,h)||!m(t.k,h))return;n=u(g(t.i),g(t.j),g(t.k))}else n=0===t.alphahull?o(f):t.alphahull>0?i(t.alphahull,f):function(t,e){for(var r=[\"x\",\"y\",\"z\"].indexOf(t),n=[],i=e.length,o=0;o<i;o++)n[o]=[e[o][(r+1)%3],e[o][(r+2)%3]];return a(n)}(t.delaunayaxis,f);var v={positions:f,cells:n,lightPosition:[t.lightposition.x,t.lightposition.y,t.lightposition.z],ambient:t.lighting.ambient,diffuse:t.lighting.diffuse,specular:t.lighting.specular,roughness:t.lighting.roughness,fresnel:t.lighting.fresnel,vertexNormalsEpsilon:t.lighting.vertexnormalsepsilon,faceNormalsEpsilon:t.lighting.facenormalsepsilon,opacity:t.opacity,contourEnable:t.contour.show,contourColor:l(t.contour.color).slice(0,3),contourWidth:t.contour.width,useFacetNormals:t.flatshading};if(t.intensity){var y=c(t);this.color=\"#fff\";var x=t.intensitymode;v[x+\"Intensity\"]=t.intensity,v[x+\"IntensityBounds\"]=[y.min,y.max],v.colormap=s(t)}else t.vertexcolor?(this.color=t.vertexcolor[0],v.vertexColors=p(t.vertexcolor)):t.facecolor?(this.color=t.facecolor[0],v.cellColors=p(t.facecolor)):(this.color=t.color,v.meshColor=l(t.color));this.mesh.update(v)},f.dispose=function(){this.scene.glplot.remove(this.mesh),this.mesh.dispose()},e.exports=function(t,e){var r=t.glplot.gl,a=n({gl:r}),i=new h(t,a,e.uid);return a._trace=i,i.update(e),t.glplot.add(a),i}},{\"../../components/colorscale\":627,\"../../lib/gl_format_color\":745,\"../../lib/str2rgbarray\":772,\"../../plots/gl3d/zip3\":851,\"alpha-shape\":69,\"convex-hull\":135,\"delaunay-triangulate\":171,\"gl-mesh3d\":292}],1100:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../../components/colorscale/defaults\"),o=t(\"./attributes\");e.exports=function(t,e,r,s){function l(r,n){return a.coerce(t,e,o,r,n)}function c(t){var e=t.map((function(t){var e=l(t);return e&&a.isArrayOrTypedArray(e)?e:null}));return e.every((function(t){return 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h(t){return{line:{color:n({},u.color,{dflt:t}),width:u.width,dash:i,editType:\"style\"},editType:\"style\"}}e.exports={xperiod:a.xperiod,xperiod0:a.xperiod0,xperiodalignment:a.xperiodalignment,x:{valType:\"data_array\",editType:\"calc+clearAxisTypes\"},open:{valType:\"data_array\",editType:\"calc\"},high:{valType:\"data_array\",editType:\"calc\"},low:{valType:\"data_array\",editType:\"calc\"},close:{valType:\"data_array\",editType:\"calc\"},line:{width:n({},u.width,{}),dash:n({},i,{}),editType:\"style\"},increasing:h(l),decreasing:h(c),text:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"calc\"},tickwidth:{valType:\"number\",min:0,max:.5,dflt:.3,editType:\"calc\"},hoverlabel:n({},o.hoverlabel,{split:{valType:\"boolean\",dflt:!1,editType:\"style\"}})}},{\"../../components/drawing/attributes\":636,\"../../components/fx/attributes\":646,\"../../constants/delta.js\":718,\"../../lib\":749,\"../scatter/attributes\":1156}],1103:[function(t,e,r){\"use 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a,s,l=t.cd,c=t.xa,u=l[0].trace,h=l[0].t,f=u.type,p=\"ohlc\"===f?\"l\":\"min\",d=\"ohlc\"===f?\"h\":\"max\",g=h.bPos||0,m=h.bdPos||h.tickLen,v=h.wHover,y=Math.min(1,m/Math.abs(c.r2c(c.range[1])-c.r2c(c.range[0])));function x(t){var r=function(t){return t.pos+g-e}(t);return i.inbox(r-v,r+v,a)}function b(t){var e=t[p],n=t[d];return e===n||i.inbox(e-r,n-r,a)}function _(t){return(x(t)+b(t))/2}a=t.maxHoverDistance-y,s=t.maxSpikeDistance-y;var w=i.getDistanceFunction(n,x,b,_);if(i.getClosest(l,w,t),!1===t.index)return null;var T=l[t.index];if(T.empty)return null;var k=u[T.dir],M=k.line.color;return o.opacity(M)&&k.line.width?t.color=M:t.color=k.fillcolor,t.x0=c.c2p(T.pos+g-m,!0),t.x1=c.c2p(T.pos+g+m,!0),t.xLabelVal=void 0!==T.orig_p?T.orig_p:T.pos,t.spikeDistance=_(T)*s/a,t.xSpike=c.c2p(T.pos,!0),t}function h(t,e,r,i){var o=t.cd,s=t.ya,l=o[0].trace,c=o[0].t,h=[],f=u(t,e,r,i);if(!f)return[];var 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e=s.c2p(t.pos-c,!0),r=s.c2p(t.pos+c,!0),n=l?(e+r)/2:s.c2p(t.pos,!0);return\"M\"+e+\",\"+o.c2p(t.o,!0)+\"H\"+n+\"M\"+n+\",\"+o.c2p(t.h,!0)+\"V\"+o.c2p(t.l,!0)+\"M\"+r+\",\"+o.c2p(t.c,!0)+\"H\"+n}))}}))}},{\"../../lib\":749,d3:169}],1109:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r,n=t.cd,a=t.xaxis,i=t.yaxis,o=[],s=n[0].t.bPos||0;if(!1===e)for(r=0;r<n.length;r++)n[r].selected=0;else for(r=0;r<n.length;r++){var l=n[r];e.contains([a.c2p(l.pos+s),i.c2p(l.yc)],null,l.i,t)?(o.push({pointNumber:l.i,x:a.c2d(l.pos),y:i.c2d(l.yc)}),l.selected=1):l.selected=0}return o}},{}],1110:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/drawing\"),i=t(\"../../components/color\");e.exports=function(t,e,r){var o=r||n.select(t).selectAll(\"g.ohlclayer\").selectAll(\"g.trace\");o.style(\"opacity\",(function(t){return t[0].trace.opacity})),o.each((function(t){var e=t[0].trace;n.select(this).selectAll(\"path\").each((function(t){if(!t.empty){var 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n=t(\"../../lib/extend\").extendFlat,a=t(\"../../plots/attributes\"),i=t(\"../../plots/font_attributes\"),o=t(\"../../components/colorscale/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/domain\").attributes,c=n({editType:\"calc\"},o(\"line\",{editTypeOverride:\"calc\"}),{shape:{valType:\"enumerated\",values:[\"linear\",\"hspline\"],dflt:\"linear\",editType:\"plot\"},hovertemplate:s({editType:\"plot\",arrayOk:!1},{keys:[\"count\",\"probability\"]})});e.exports={domain:l({name:\"parcats\",trace:!0,editType:\"calc\"}),hoverinfo:n({},a.hoverinfo,{flags:[\"count\",\"probability\"],editType:\"plot\",arrayOk:!1}),hoveron:{valType:\"enumerated\",values:[\"category\",\"color\",\"dimension\"],dflt:\"category\",editType:\"plot\"},hovertemplate:s({editType:\"plot\",arrayOk:!1},{keys:[\"count\",\"probability\",\"category\",\"categorycount\",\"colorcount\",\"bandcolorcount\"]}),arrangement:{valType:\"enumerated\",values:[\"perpendicular\",\"freeform\",\"fixed\"],dflt:\"perpendicular\",editType:\"plot\"},bundlecolors:{valType:\"boolean\",dflt:!0,editType:\"plot\"},sortpaths:{valType:\"enumerated\",values:[\"forward\",\"backward\"],dflt:\"forward\",editType:\"plot\"},labelfont:i({editType:\"calc\"}),tickfont:i({editType:\"calc\"}),dimensions:{_isLinkedToArray:\"dimension\",label:{valType:\"string\",editType:\"calc\"},categoryorder:{valType:\"enumerated\",values:[\"trace\",\"category 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0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})).each((function(t){s.font(n.select(this),t.parcatsViewModel.labelfont)})),k.selectAll(\"rect.bandrect\").on(\"mouseover\",S).on(\"mouseout\",E),k.exit().remove(),T.call(n.behavior.drag().origin((function(t){return{x:t.x,y:0}})).on(\"dragstart\",C).on(\"drag\",L).on(\"dragend\",P)),u.each((function(t){t.traceSelection=n.select(this),t.pathSelection=n.select(this).selectAll(\"g.paths\").selectAll(\"path.path\"),t.dimensionSelection=n.select(this).selectAll(\"g.dimensions\").selectAll(\"g.dimension\")})),u.exit().remove()}function h(t){return t.key}function f(t){var e=t.parcatsViewModel.dimensions.length,r=t.parcatsViewModel.dimensions[e-1].model.dimensionInd;return t.model.dimensionInd===r}function p(t,e){return t.model.rawColor>e.model.rawColor?1:t.model.rawColor<e.model.rawColor?-1:0}function 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_=t.parcatsViewModel.x+a,w=t.parcatsViewModel.y+s,T=l.mostReadable(t.model.color,[\"black\",\"white\"]),k=t.model.count,M=k/t.parcatsViewModel.model.count,A={countLabel:k,probabilityLabel:M.toFixed(3)},S=[];-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&S.push([\"Count:\",A.countLabel].join(\" \")),-1!==t.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&S.push([\"P:\",A.probabilityLabel].join(\" \"));var E=S.join(\"<br>\"),C=n.mouse(h)[0];i.loneHover({trace:f,x:_-d.left+g.left,y:w-d.top+g.top,text:E,color:t.model.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:10,fontColor:T,idealAlign:C<_?\"right\":\"left\",hovertemplate:(f.line||{}).hovertemplate,hovertemplateLabels:A,eventData:[{data:f._input,fullData:f,count:k,probability:M}]},{container:p._hoverlayer.node(),outerContainer:p._paper.node(),gd:h})}}}function g(t){if(!t.parcatsViewModel.dragDimension&&(x(n.select(this)),i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()),t.parcatsViewModel.pathSelection.sort(p),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\"))){var e=m(t),r=v(t);t.parcatsViewModel.graphDiv.emit(\"plotly_unhover\",{points:e,event:n.event,constraints:r})}}function m(t){for(var e=[],r=I(t.parcatsViewModel),n=0;n<t.model.valueInds.length;n++){var a=t.model.valueInds[n];e.push({curveNumber:r,pointNumber:a})}return e}function v(t){for(var e={},r=t.parcatsViewModel.model.dimensions,n=0;n<r.length;n++){var a=r[n],i=a.categories[t.model.categoryInds[n]];e[a.containerInd]=i.categoryValue}return void 0!==t.model.rawColor&&(e.color=t.model.rawColor),e}function y(t){if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){var e=m(t),r=v(t);t.parcatsViewModel.graphDiv.emit(\"plotly_click\",{points:e,event:n.event,constraints:r})}}function x(t){t.attr(\"fill\",(function(t){return t.model.color})).attr(\"fill-opacity\",.6).attr(\"stroke\",\"lightgray\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1)}function b(t){t.attr(\"fill-opacity\",.8).attr(\"stroke\",(function(t){return l.mostReadable(t.model.color,[\"black\",\"white\"])})).attr(\"stroke-width\",.3)}function _(t){t.select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",1).attr(\"stroke-opacity\",1)}function w(t){t.attr(\"stroke\",\"black\").attr(\"stroke-width\",.2).attr(\"stroke-opacity\",1).attr(\"fill-opacity\",1)}function T(t){var e=t.parcatsViewModel.pathSelection,r=t.categoryViewModel.model.dimensionInd,n=t.categoryViewModel.model.categoryInd;return e.filter((function(e){return e.model.categoryInds[r]===n&&e.model.color===t.color}))}function k(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=n.select(t.parentNode).selectAll(\"rect.bandrect\"),l=[];s.each((function(t){T(t).each((function(t){Array.prototype.push.apply(l,m(t))}))}));var c={};c[i.dimensionInd]=i.categoryValue,o.emit(e,{points:l,event:r,constraints:c})}function M(t,e,r){var a=n.select(t).datum(),i=a.categoryViewModel.model,o=a.parcatsViewModel.graphDiv,s=T(a),l=[];s.each((function(t){Array.prototype.push.apply(l,m(t))}));var c={};c[i.dimensionInd]=i.categoryValue,void 0!==a.rawColor&&(c.color=a.rawColor),o.emit(e,{points:l,event:r,constraints:c})}function A(t,e){var r,a,i=n.select(e.parentNode).select(\"rect.catrect\"),o=i.node().getBoundingClientRect(),s=i.datum(),l=s.parcatsViewModel,c=l.model.dimensions[s.model.dimensionInd],u=l.trace,h=o.top+o.height/2;l.dimensions.length>1&&c.displayInd===l.dimensions.length-1?(r=o.left,a=\"left\"):(r=o.left+o.width,a=\"right\");var f=s.model.count,p=s.model.categoryLabel,d=f/s.parcatsViewModel.model.count,g={countLabel:f,categoryLabel:p,probabilityLabel:d.toFixed(3)},m=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&m.push([\"Count:\",g.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&m.push([\"P(\"+g.categoryLabel+\"):\",g.probabilityLabel].join(\" \"));var v=m.join(\"<br>\");return{trace:u,x:r-t.left,y:h-t.top,text:v,color:\"lightgray\",borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontSize:12,fontColor:\"black\",idealAlign:a,hovertemplate:u.hovertemplate,hovertemplateLabels:g,eventData:[{data:u._input,fullData:u,count:f,category:p,probability:d}]}}function S(t){if(!t.parcatsViewModel.dragDimension&&-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")){if(n.mouse(this)[1]<-1)return;var e,r=t.parcatsViewModel.graphDiv,a=r._fullLayout,s=a._paperdiv.node().getBoundingClientRect(),c=t.parcatsViewModel.hoveron;if(\"color\"===c?(!function(t){var e=n.select(t).datum(),r=T(e);b(r),r.each((function(){o.raiseToTop(this)})),n.select(t.parentNode).selectAll(\"rect.bandrect\").filter((function(t){return t.color===e.color})).each((function(){o.raiseToTop(this),n.select(this).attr(\"stroke\",\"black\").attr(\"stroke-width\",1.5)}))}(this),M(this,\"plotly_hover\",n.event)):(!function(t){n.select(t.parentNode).selectAll(\"rect.bandrect\").each((function(t){var e=T(t);b(e),e.each((function(){o.raiseToTop(this)}))})),n.select(t.parentNode).select(\"rect.catrect\").attr(\"stroke\",\"black\").attr(\"stroke-width\",2.5)}(this),k(this,\"plotly_hover\",n.event)),-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"none\"))\"category\"===c?e=A(s,this):\"color\"===c?e=function(t,e){var r,a,i=e.getBoundingClientRect(),o=n.select(e).datum(),s=o.categoryViewModel,c=s.parcatsViewModel,u=c.model.dimensions[s.model.dimensionInd],h=c.trace,f=i.y+i.height/2;c.dimensions.length>1&&u.displayInd===c.dimensions.length-1?(r=i.left,a=\"left\"):(r=i.left+i.width,a=\"right\");var p=s.model.categoryLabel,d=o.parcatsViewModel.model.count,g=0;o.categoryViewModel.bands.forEach((function(t){t.color===o.color&&(g+=t.count)}));var m=s.model.count,v=0;c.pathSelection.each((function(t){t.model.color===o.color&&(v+=t.model.count)}));var y=g/d,x=g/v,b=g/m,_={countLabel:d,categoryLabel:p,probabilityLabel:y.toFixed(3)},w=[];-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"count\")&&w.push([\"Count:\",_.countLabel].join(\" \")),-1!==s.parcatsViewModel.hoverinfoItems.indexOf(\"probability\")&&(w.push(\"P(color \\u2229 \"+p+\"): \"+_.probabilityLabel),w.push(\"P(\"+p+\" | color): \"+x.toFixed(3)),w.push(\"P(color | \"+p+\"): \"+b.toFixed(3)));var T=w.join(\"<br>\"),k=l.mostReadable(o.color,[\"black\",\"white\"]);return{trace:h,x:r-t.left,y:f-t.top,text:T,color:o.color,borderColor:\"black\",fontFamily:'Monaco, \"Courier New\", monospace',fontColor:k,fontSize:10,idealAlign:a,hovertemplate:h.hovertemplate,hovertemplateLabels:_,eventData:[{data:h._input,fullData:h,category:p,count:d,probability:y,categorycount:m,colorcount:v,bandcolorcount:g}]}}(s,this):\"dimension\"===c&&(e=function(t,e){var r=[];return n.select(e.parentNode.parentNode).selectAll(\"g.category\").select(\"rect.catrect\").each((function(){r.push(A(t,this))})),r}(s,this)),e&&i.loneHover(e,{container:a._hoverlayer.node(),outerContainer:a._paper.node(),gd:r})}}function E(t){var e=t.parcatsViewModel;if(!e.dragDimension&&(x(e.pathSelection),_(e.dimensionSelection.selectAll(\"g.category\")),w(e.dimensionSelection.selectAll(\"g.category\").selectAll(\"rect.bandrect\")),i.loneUnhover(e.graphDiv._fullLayout._hoverlayer.node()),e.pathSelection.sort(p),-1===e.hoverinfoItems.indexOf(\"skip\"))){\"color\"===t.parcatsViewModel.hoveron?M(this,\"plotly_unhover\",n.event):k(this,\"plotly_unhover\",n.event)}}function C(t){\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragDimensionDisplayInd=t.model.displayInd,t.initialDragDimensionDisplayInds=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),t.dragHasMoved=!1,t.dragCategoryDisplayInd=null,n.select(this).selectAll(\"g.category\").select(\"rect.catrect\").each((function(e){var r=n.mouse(this)[0],a=n.mouse(this)[1];-2<=r&&r<=e.width+2&&-2<=a&&a<=e.height+2&&(t.dragCategoryDisplayInd=e.model.displayInd,t.initialDragCategoryDisplayInds=t.model.categories.map((function(t){return t.displayInd})),e.model.dragY=e.y,o.raiseToTop(this.parentNode),n.select(this.parentNode).selectAll(\"rect.bandrect\").each((function(e){e.y<a&&a<=e.y+e.height&&(t.potentialClickBand=this)})))})),t.parcatsViewModel.dragDimension=t,i.loneUnhover(t.parcatsViewModel.graphDiv._fullLayout._hoverlayer.node()))}function L(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&(t.dragHasMoved=!0,null!==t.dragDimensionDisplayInd)){var e=t.dragDimensionDisplayInd,r=e-1,a=e+1,i=t.parcatsViewModel.dimensions[e];if(null!==t.dragCategoryDisplayInd){var o=i.categories[t.dragCategoryDisplayInd];o.model.dragY+=n.event.dy;var s=o.model.dragY,l=o.model.displayInd,c=i.categories,u=c[l-1],h=c[l+1];void 0!==u&&s<u.y+u.height/2&&(o.model.displayInd=u.model.displayInd,u.model.displayInd=l),void 0!==h&&s+o.height>h.y+h.height/2&&(o.model.displayInd=h.model.displayInd,h.model.displayInd=l),t.dragCategoryDisplayInd=o.model.displayInd}if(null===t.dragCategoryDisplayInd||\"freeform\"===t.parcatsViewModel.arrangement){i.model.dragX=n.event.x;var f=t.parcatsViewModel.dimensions[r],p=t.parcatsViewModel.dimensions[a];void 0!==f&&i.model.dragX<f.x+f.width&&(i.model.displayInd=f.model.displayInd,f.model.displayInd=e),void 0!==p&&i.model.dragX+i.width>p.x&&(i.model.displayInd=p.model.displayInd,p.model.displayInd=t.dragDimensionDisplayInd),t.dragDimensionDisplayInd=i.model.displayInd}B(t.parcatsViewModel),F(t.parcatsViewModel),O(t.parcatsViewModel),z(t.parcatsViewModel)}}function P(t){if(\"fixed\"!==t.parcatsViewModel.arrangement&&null!==t.dragDimensionDisplayInd){n.select(this).selectAll(\"text\").attr(\"font-weight\",\"normal\");var e={},r=I(t.parcatsViewModel),i=t.parcatsViewModel.model.dimensions.map((function(t){return t.displayInd})),o=t.initialDragDimensionDisplayInds.some((function(t,e){return t!==i[e]}));o&&i.forEach((function(r,n){var a=t.parcatsViewModel.model.dimensions[n].containerInd;e[\"dimensions[\"+a+\"].displayindex\"]=r}));var s=!1;if(null!==t.dragCategoryDisplayInd){var l=t.model.categories.map((function(t){return t.displayInd}));if(s=t.initialDragCategoryDisplayInds.some((function(t,e){return t!==l[e]}))){var c=t.model.categories.slice().sort((function(t,e){return t.displayInd-e.displayInd})),u=c.map((function(t){return t.categoryValue})),h=c.map((function(t){return t.categoryLabel}));e[\"dimensions[\"+t.model.containerInd+\"].categoryarray\"]=[u],e[\"dimensions[\"+t.model.containerInd+\"].ticktext\"]=[h],e[\"dimensions[\"+t.model.containerInd+\"].categoryorder\"]=\"array\"}}if(-1===t.parcatsViewModel.hoverinfoItems.indexOf(\"skip\")&&!t.dragHasMoved&&t.potentialClickBand&&(\"color\"===t.parcatsViewModel.hoveron?M(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent):k(t.potentialClickBand,\"plotly_click\",n.event.sourceEvent)),t.model.dragX=null,null!==t.dragCategoryDisplayInd)t.parcatsViewModel.dimensions[t.dragDimensionDisplayInd].categories[t.dragCategoryDisplayInd].model.dragY=null,t.dragCategoryDisplayInd=null;t.dragDimensionDisplayInd=null,t.parcatsViewModel.dragDimension=null,t.dragHasMoved=null,t.potentialClickBand=null,B(t.parcatsViewModel),F(t.parcatsViewModel),n.transition().duration(300).ease(\"cubic-in-out\").each((function(){O(t.parcatsViewModel,!0),z(t.parcatsViewModel,!0)})).each(\"end\",(function(){(o||s)&&a.restyle(t.parcatsViewModel.graphDiv,e,[r])}))}}function I(t){for(var e,r=t.graphDiv._fullData,n=0;n<r.length;n++)if(t.key===r[n].uid){e=n;break}return e}function z(t,e){var r;void 0===e&&(e=!1),t.pathSelection.data((function(t){return t.paths}),h),(r=t.pathSelection,e?r.transition():r).attr(\"d\",(function(t){return t.svgD}))}function O(t,e){function r(t){return e?t.transition():t}void 0===e&&(e=!1),t.dimensionSelection.data((function(t){return t.dimensions}),h);var a=t.dimensionSelection.selectAll(\"g.category\").data((function(t){return t.categories}),h);r(t.dimensionSelection).attr(\"transform\",(function(t){return\"translate(\"+t.x+\", 0)\"})),r(a).attr(\"transform\",(function(t){return\"translate(0, \"+t.y+\")\"})),a.select(\".dimlabel\").text((function(t,e){return 0===e?t.parcatsViewModel.model.dimensions[t.model.dimensionInd].dimensionLabel:null})),a.select(\".catlabel\").attr(\"text-anchor\",(function(t){return f(t)?\"start\":\"end\"})).attr(\"x\",(function(t){return f(t)?t.width+5:-5})).each((function(t){var e,r;f(t)?(e=t.width+5,r=\"start\"):(e=-5,r=\"end\"),n.select(this).selectAll(\"tspan\").attr(\"x\",e).attr(\"text-anchor\",r)}));var i=a.selectAll(\"rect.bandrect\").data((function(t){return t.bands}),h),s=i.enter().append(\"rect\").attr(\"class\",\"bandrect\").attr(\"cursor\",\"move\").attr(\"stroke-opacity\",0).attr(\"fill\",(function(t){return t.color})).attr(\"fill-opacity\",0);i.attr(\"fill\",(function(t){return t.color})).attr(\"width\",(function(t){return t.width})).attr(\"height\",(function(t){return t.height})).attr(\"y\",(function(t){return t.y})),w(s),i.each((function(){o.raiseToTop(this)})),i.exit().remove()}function D(t,e,r){var n,a=r[0],i=e.margin||{l:80,r:80,t:100,b:80},o=a.trace,s=o.domain,l=e.width,c=e.height,u=Math.floor(l*(s.x[1]-s.x[0])),h=Math.floor(c*(s.y[1]-s.y[0])),f=s.x[0]*l+i.l,p=e.height-s.y[1]*e.height+i.t,d=o.line.shape;n=\"all\"===o.hoverinfo?[\"count\",\"probability\"]:(o.hoverinfo||\"\").split(\"+\");var g={trace:o,key:o.uid,model:a,x:f,y:p,width:u,height:h,hoveron:o.hoveron,hoverinfoItems:n,arrangement:o.arrangement,bundlecolors:o.bundlecolors,sortpaths:o.sortpaths,labelfont:o.labelfont,categorylabelfont:o.tickfont,pathShape:d,dragDimension:null,margin:i,paths:[],dimensions:[],graphDiv:t,traceSelection:null,pathSelection:null,dimensionSelection:null};return a.dimensions&&(B(g),F(g)),g}function R(t,e,r,a,i){var o,s,l=[],c=[];for(s=0;s<r.length-1;s++)o=n.interpolateNumber(r[s]+t[s],t[s+1]),l.push(o(i)),c.push(o(1-i));var u=\"M \"+t[0]+\",\"+e[0];for(u+=\"l\"+r[0]+\",0 \",s=1;s<r.length;s++)u+=\"C\"+l[s-1]+\",\"+e[s-1]+\" \"+c[s-1]+\",\"+e[s]+\" \"+t[s]+\",\"+e[s],u+=\"l\"+r[s]+\",0 \";for(u+=\"l0,\"+a+\" \",u+=\"l -\"+r[r.length-1]+\",0 \",s=r.length-2;s>=0;s--)u+=\"C\"+c[s]+\",\"+(e[s+1]+a)+\" \"+l[s]+\",\"+(e[s]+a)+\" \"+(t[s]+r[s])+\",\"+(e[s]+a),u+=\"l-\"+r[s]+\",0 \";return u+=\"Z\"}function F(t){var e=t.dimensions,r=t.model,n=e.map((function(t){return t.categories.map((function(t){return t.y}))})),a=t.model.dimensions.map((function(t){return t.categories.map((function(t){return t.displayInd}))})),i=t.model.dimensions.map((function(t){return t.displayInd})),o=t.dimensions.map((function(t){return t.model.dimensionInd})),s=e.map((function(t){return t.x})),l=e.map((function(t){return t.width})),c=[];for(var u in r.paths)r.paths.hasOwnProperty(u)&&c.push(r.paths[u]);function h(t){var e=t.categoryInds.map((function(t,e){return a[e][t]}));return o.map((function(t){return e[t]}))}c.sort((function(e,r){var n=h(e),a=h(r);return\"backward\"===t.sortpaths&&(n.reverse(),a.reverse()),n.push(e.valueInds[0]),a.push(r.valueInds[0]),t.bundlecolors&&(n.unshift(e.rawColor),a.unshift(r.rawColor)),n<a?-1:n>a?1:0}));for(var f=new Array(c.length),p=e[0].model.count,d=e[0].categories.map((function(t){return t.height})).reduce((function(t,e){return t+e})),g=0;g<c.length;g++){var m,v=c[g];m=p>0?d*(v.count/p):0;for(var y,x=new Array(n.length),b=0;b<v.categoryInds.length;b++){var _=v.categoryInds[b],w=a[b][_],T=i[b];x[T]=n[T][w],n[T][w]+=m;var k=t.dimensions[T].categories[w],M=k.bands.length,A=k.bands[M-1];if(void 0===A||v.rawColor!==A.rawColor){var S=void 0===A?0:A.y+A.height;k.bands.push({key:S,color:v.color,rawColor:v.rawColor,height:m,width:k.width,count:v.count,y:S,categoryViewModel:k,parcatsViewModel:t})}else{var E=k.bands[M-1];E.height+=m,E.count+=v.count}}y=\"hspline\"===t.pathShape?R(s,x,l,m,.5):R(s,x,l,m,0),f[g]={key:v.valueInds[0],model:v,height:m,leftXs:s,topYs:x,dimWidths:l,svgD:y,parcatsViewModel:t}}t.paths=f}function B(t){var e=t.model.dimensions.map((function(t){return{displayInd:t.displayInd,dimensionInd:t.dimensionInd}}));e.sort((function(t,e){return t.displayInd-e.displayInd}));var r=[];for(var n in e){var a=e[n].dimensionInd,i=t.model.dimensions[a];r.push(N(t,i))}t.dimensions=r}function N(t,e){var r,n=t.model.dimensions.length,a=e.displayInd;r=40+(n>1?(t.width-80-16)/(n-1):0)*a;var i,o,s,l,c,u=[],h=t.model.maxCats,f=e.categories.length,p=e.count,d=t.height-8*(h-1),g=8*(h-f)/2,m=e.categories.map((function(t){return{displayInd:t.displayInd,categoryInd:t.categoryInd}}));for(m.sort((function(t,e){return t.displayInd-e.displayInd})),c=0;c<f;c++)l=m[c].categoryInd,o=e.categories[l],i=p>0?o.count/p*d:0,s={key:o.valueInds[0],model:o,width:16,height:i,y:null!==o.dragY?o.dragY:g,bands:[],parcatsViewModel:t},g=g+i+8,u.push(s);return{key:e.dimensionInd,x:null!==e.dragX?e.dragX:r,y:0,width:16,model:e,categories:u,parcatsViewModel:t,dragCategoryDisplayInd:null,dragDimensionDisplayInd:null,initialDragDimensionDisplayInds:null,initialDragCategoryDisplayInds:null,dragHasMoved:null,potentialClickBand:null}}e.exports=function(t,e,r,n){u(r,t,n,e)}},{\"../../components/drawing\":637,\"../../components/fx\":655,\"../../lib\":749,\"../../lib/svg_text_utils\":773,\"../../plot_api/plot_api\":784,d3:169,tinycolor2:548}],1117:[function(t,e,r){\"use strict\";var n=t(\"./parcats\");e.exports=function(t,e,r,a){var i=t._fullLayout,o=i._paper,s=i._size;n(t,o,e,{width:s.w,height:s.h,margin:{t:s.t,r:s.r,b:s.b,l:s.l}},r,a)}},{\"./parcats\":1116}],1118:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/attributes\"),a=t(\"../../plots/cartesian/layout_attributes\"),i=t(\"../../plots/font_attributes\"),o=t(\"../../plots/domain\").attributes,s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/plot_template\").templatedArray;e.exports={domain:o({name:\"parcoords\",trace:!0,editType:\"plot\"}),labelangle:{valType:\"angle\",dflt:0,editType:\"plot\"},labelside:{valType:\"enumerated\",values:[\"top\",\"bottom\"],dflt:\"top\",editType:\"plot\"},labelfont:i({editType:\"plot\"}),tickfont:i({editType:\"plot\"}),rangefont:i({editType:\"plot\"}),dimensions:l(\"dimension\",{label:{valType:\"string\",editType:\"plot\"},tickvals:s({},a.tickvals,{editType:\"plot\"}),ticktext:s({},a.ticktext,{editType:\"plot\"}),tickformat:s({},a.tickformat,{editType:\"plot\"}),visible:{valType:\"boolean\",dflt:!0,editType:\"plot\"},range:{valType:\"info_array\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},constraintrange:{valType:\"info_array\",freeLength:!0,dimensions:\"1-2\",items:[{valType:\"number\",editType:\"plot\"},{valType:\"number\",editType:\"plot\"}],editType:\"plot\"},multiselect:{valType:\"boolean\",dflt:!0,editType:\"plot\"},values:{valType:\"data_array\",editType:\"calc\"},editType:\"calc\"}),line:s({editType:\"calc\"},n(\"line\",{colorscaleDflt:\"Viridis\",autoColorDflt:!1,editTypeOverride:\"calc\"}))}},{\"../../components/colorscale/attributes\":622,\"../../lib/extend\":739,\"../../plot_api/plot_template\":787,\"../../plots/cartesian/layout_attributes\":812,\"../../plots/domain\":825,\"../../plots/font_attributes\":826}],1119:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\").keyFun,o=t(\"../../lib/gup\").repeat,s=t(\"../../lib\").sorterAsc,l=n.bar.snapRatio;function c(t,e){return t*(1-l)+e*l}var u=n.bar.snapClose;function h(t,e){return t*(1-u)+e*u}function f(t,e,r,n){if(function(t,e){for(var r=0;r<e.length;r++)if(t>=e[r][0]&&t<=e[r][1])return!0;return!1}(r,n))return r;var a=t?-1:1,i=0,o=e.length-1;if(a<0){var s=i;i=o,o=s}for(var l=e[i],u=l,f=i;a*f<a*o;f+=a){var p=f+a,d=e[p];if(a*r<a*h(l,d))return c(l,u);if(a*r<a*d||p===o)return c(d,l);u=l,l=d}}function p(t){t.attr(\"x\",-n.bar.captureWidth/2).attr(\"width\",n.bar.captureWidth)}function d(t){t.attr(\"visibility\",\"visible\").style(\"visibility\",\"visible\").attr(\"fill\",\"yellow\").attr(\"opacity\",0)}function g(t){if(!t.brush.filterSpecified)return\"0,\"+t.height;for(var e,r,n,a=m(t.brush.filter.getConsolidated(),t.height),i=[0],o=a.length?a[0][0]:null,s=0;s<a.length;s++)r=(e=a[s])[1]-e[0],i.push(o),i.push(r),(n=s+1)<a.length&&(o=a[n][0]-e[1]);return i.push(t.height),i}function m(t,e){return t.map((function(t){return t.map((function(t){return Math.max(0,t*e)})).sort(s)}))}function v(){a.select(document.body).style(\"cursor\",null)}function y(t){t.attr(\"stroke-dasharray\",g)}function x(t,e){var r=a.select(t).selectAll(\".highlight, .highlight-shadow\");y(e?r.transition().duration(n.bar.snapDuration).each(\"end\",e):r)}function b(t,e){var r,a=t.brush,i=NaN,o={};if(a.filterSpecified){var s=t.height,l=a.filter.getConsolidated(),c=m(l,s),u=NaN,h=NaN,f=NaN;for(r=0;r<=c.length;r++){var p=c[r];if(p&&p[0]<=e&&e<=p[1]){u=r;break}if(h=r?r-1:NaN,p&&p[0]>e){f=r;break}}if(i=u,isNaN(i)&&(i=isNaN(h)||isNaN(f)?isNaN(h)?f:h:e-c[h][1]<c[f][0]-e?h:f),!isNaN(i)){var d=c[i],g=function(t,e){var r=n.bar.handleHeight;if(!(e>t[1]+r||e<t[0]-r))return e>=.9*t[1]+.1*t[0]?\"n\":e<=.9*t[0]+.1*t[1]?\"s\":\"ns\"}(d,e);g&&(o.interval=l[i],o.intervalPix=d,o.region=g)}}if(t.ordinal&&!o.region){var v=t.unitTickvals,y=t.unitToPaddedPx.invert(e);for(r=0;r<v.length;r++){var x=[.25*v[Math.max(r-1,0)]+.75*v[r],.25*v[Math.min(r+1,v.length-1)]+.75*v[r]];if(y>=x[0]&&y<=x[1]){o.clickableOrdinalRange=x;break}}}return o}function _(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.brush.svgBrush;i.wasDragged=!0,i._dragging=!0,i.grabbingBar?i.newExtent=[r-i.grabPoint,r+i.barLength-i.grabPoint].map(e.unitToPaddedPx.invert):i.newExtent=[i.startExtent,e.unitToPaddedPx.invert(r)].sort(s),e.brush.filterSpecified=!0,i.extent=i.stayingIntervals.concat([i.newExtent]),i.brushCallback(e),x(t.parentNode)}function w(t,e){var r=b(e,e.height-a.mouse(t)[1]-2*n.verticalPadding),i=\"crosshair\";r.clickableOrdinalRange?i=\"pointer\":r.region&&(i=r.region+\"-resize\"),a.select(document.body).style(\"cursor\",i)}function T(t){t.on(\"mousemove\",(function(t){a.event.preventDefault(),t.parent.inBrushDrag||w(this,t)})).on(\"mouseleave\",(function(t){t.parent.inBrushDrag||v()})).call(a.behavior.drag().on(\"dragstart\",(function(t){!function(t,e){a.event.sourceEvent.stopPropagation();var r=e.height-a.mouse(t)[1]-2*n.verticalPadding,i=e.unitToPaddedPx.invert(r),o=e.brush,s=b(e,r),l=s.interval,c=o.svgBrush;if(c.wasDragged=!1,c.grabbingBar=\"ns\"===s.region,c.grabbingBar){var u=l.map(e.unitToPaddedPx);c.grabPoint=r-u[0]-n.verticalPadding,c.barLength=u[1]-u[0]}c.clickableOrdinalRange=s.clickableOrdinalRange,c.stayingIntervals=e.multiselect&&o.filterSpecified?o.filter.getConsolidated():[],l&&(c.stayingIntervals=c.stayingIntervals.filter((function(t){return t[0]!==l[0]&&t[1]!==l[1]}))),c.startExtent=s.region?l[\"s\"===s.region?1:0]:i,e.parent.inBrushDrag=!0,c.brushStartCallback()}(this,t)})).on(\"drag\",(function(t){_(this,t)})).on(\"dragend\",(function(t){!function(t,e){var r=e.brush,n=r.filter,i=r.svgBrush;i._dragging||(w(t,e),_(t,e),e.brush.svgBrush.wasDragged=!1),i._dragging=!1,a.event.sourceEvent.stopPropagation();var o=i.grabbingBar;if(i.grabbingBar=!1,i.grabLocation=void 0,e.parent.inBrushDrag=!1,v(),!i.wasDragged)return i.wasDragged=void 0,i.clickableOrdinalRange?r.filterSpecified&&e.multiselect?i.extent.push(i.clickableOrdinalRange):(i.extent=[i.clickableOrdinalRange],r.filterSpecified=!0):o?(i.extent=i.stayingIntervals,0===i.extent.length&&M(r)):M(r),i.brushCallback(e),x(t.parentNode),void i.brushEndCallback(r.filterSpecified?n.getConsolidated():[]);var s=function(){n.set(n.getConsolidated())};if(e.ordinal){var l=e.unitTickvals;l[l.length-1]<l[0]&&l.reverse(),i.newExtent=[f(0,l,i.newExtent[0],i.stayingIntervals),f(1,l,i.newExtent[1],i.stayingIntervals)];var c=i.newExtent[1]>i.newExtent[0];i.extent=i.stayingIntervals.concat(c?[i.newExtent]:[]),i.extent.length||M(r),i.brushCallback(e),c?x(t.parentNode,s):(s(),x(t.parentNode))}else s();i.brushEndCallback(r.filterSpecified?n.getConsolidated():[])}(this,t)})))}function k(t,e){return t[0]-e[0]}function M(t){t.filterSpecified=!1,t.svgBrush.extent=[[-1/0,1/0]]}function A(t){for(var e,r=t.slice(),n=[],a=r.shift();a;){for(e=a.slice();(a=r.shift())&&a[0]<=e[1];)e[1]=Math.max(e[1],a[1]);n.push(e)}return 1===n.length&&n[0][0]>n[0][1]&&(n=[]),n}e.exports={makeBrush:function(t,e,r,n,a,i){var o,l=function(){var t,e,r=[];return{set:function(n){1===(r=n.map((function(t){return t.slice().sort(s)})).sort(k)).length&&r[0][0]===-1/0&&r[0][1]===1/0&&(r=[[0,-1]]),t=A(r),e=r.reduce((function(t,e){return[Math.min(t[0],e[0]),Math.max(t[1],e[1])]}),[1/0,-1/0])},get:function(){return r.slice()},getConsolidated:function(){return t},getBounds:function(){return e}}}();return l.set(r),{filter:l,filterSpecified:e,svgBrush:{extent:[],brushStartCallback:n,brushCallback:(o=a,function(t){var e=t.brush,r=function(t){return t.svgBrush.extent.map((function(t){return t.slice()}))}(e).slice();e.filter.set(r),o()}),brushEndCallback:i}}},ensureAxisBrush:function(t){var e=t.selectAll(\".\"+n.cn.axisBrush).data(o,i);e.enter().append(\"g\").classed(n.cn.axisBrush,!0),function(t){var e=t.selectAll(\".background\").data(o);e.enter().append(\"rect\").classed(\"background\",!0).call(p).call(d).style(\"pointer-events\",\"auto\").attr(\"transform\",\"translate(0 \"+n.verticalPadding+\")\"),e.call(T).attr(\"height\",(function(t){return t.height-n.verticalPadding}));var r=t.selectAll(\".highlight-shadow\").data(o);r.enter().append(\"line\").classed(\"highlight-shadow\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width+n.bar.strokeWidth).attr(\"stroke\",n.bar.strokeColor).attr(\"opacity\",n.bar.strokeOpacity).attr(\"stroke-linecap\",\"butt\"),r.attr(\"y1\",(function(t){return t.height})).call(y);var a=t.selectAll(\".highlight\").data(o);a.enter().append(\"line\").classed(\"highlight\",!0).attr(\"x\",-n.bar.width/2).attr(\"stroke-width\",n.bar.width-n.bar.strokeWidth).attr(\"stroke\",n.bar.fillColor).attr(\"opacity\",n.bar.fillOpacity).attr(\"stroke-linecap\",\"butt\"),a.attr(\"y1\",(function(t){return t.height})).call(y)}(e)},cleanRanges:function(t,e){if(Array.isArray(t[0])?(t=t.map((function(t){return t.sort(s)})),t=e.multiselect?A(t.sort(k)):[t[0]]):t=[t.sort(s)],e.tickvals){var r=e.tickvals.slice().sort(s);if(!(t=t.map((function(t){var e=[f(0,r,t[0],[]),f(1,r,t[1],[])];if(e[1]>e[0])return e})).filter((function(t){return t}))).length)return}return t.length>1?t:t[0]}}},{\"../../lib\":749,\"../../lib/gup\":746,\"./constants\":1122,d3:169}],1120:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/get_data\").getModuleCalcData,i=t(\"./plot\"),o=t(\"../../constants/xmlns_namespaces\");r.name=\"parcoords\",r.plot=function(t){var e=a(t.calcdata,\"parcoords\")[0];e.length&&i(t,e)},r.clean=function(t,e,r,n){var a=n._has&&n._has(\"parcoords\"),i=e._has&&e._has(\"parcoords\");a&&!i&&(n._paperdiv.selectAll(\".parcoords\").remove(),n._glimages.selectAll(\"*\").remove())},r.toSVG=function(t){var e=t._fullLayout._glimages,r=n.select(t).selectAll(\".svg-container\");r.filter((function(t,e){return e===r.size()-1})).selectAll(\".gl-canvas-context, .gl-canvas-focus\").each((function(){var t=this.toDataURL(\"image/png\");e.append(\"svg:image\").attr({xmlns:o.svg,\"xlink:href\":t,preserveAspectRatio:\"none\",x:0,y:0,width:this.width,height:this.height})})),window.setTimeout((function(){n.selectAll(\"#filterBarPattern\").attr(\"id\",\"filterBarPattern\")}),60)}},{\"../../constants/xmlns_namespaces\":725,\"../../plots/get_data\":835,\"./plot\":1129,d3:169}],1121:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isArrayOrTypedArray,a=t(\"../../components/colorscale\"),i=t(\"../../lib/gup\").wrap;e.exports=function(t,e){var r,o;return a.hasColorscale(e,\"line\")&&n(e.line.color)?(r=e.line.color,o=a.extractOpts(e.line).colorscale,a.calc(t,e,{vals:r,containerStr:\"line\",cLetter:\"c\"})):(r=function(t){for(var e=new Array(t),r=0;r<t;r++)e[r]=.5;return e}(e._length),o=[[0,e.line.color],[1,e.line.color]]),i({lineColor:r,cscale:o})}},{\"../../components/colorscale\":627,\"../../lib\":749,\"../../lib/gup\":746}],1122:[function(t,e,r){\"use strict\";e.exports={maxDimensionCount:60,overdrag:45,verticalPadding:2,tickDistance:50,canvasPixelRatio:1,blockLineCount:5e3,layers:[\"contextLineLayer\",\"focusLineLayer\",\"pickLineLayer\"],axisTitleOffset:28,axisExtentOffset:10,deselectedLineColor:\"#777\",bar:{width:4,captureWidth:10,fillColor:\"magenta\",fillOpacity:1,snapDuration:150,snapRatio:.25,snapClose:.01,strokeColor:\"white\",strokeOpacity:1,strokeWidth:1,handleHeight:8,handleOpacity:1,handleOverlap:0},cn:{axisExtentText:\"axis-extent-text\",parcoordsLineLayers:\"parcoords-line-layers\",parcoordsLineLayer:\"parcoords-lines\",parcoords:\"parcoords\",parcoordsControlView:\"parcoords-control-view\",yAxis:\"y-axis\",axisOverlays:\"axis-overlays\",axis:\"axis\",axisHeading:\"axis-heading\",axisTitle:\"axis-title\",axisExtent:\"axis-extent\",axisExtentTop:\"axis-extent-top\",axisExtentTopText:\"axis-extent-top-text\",axisExtentBottom:\"axis-extent-bottom\",axisExtentBottomText:\"axis-extent-bottom-text\",axisBrush:\"axis-brush\"},id:{filterBarPattern:\"filter-bar-pattern\"}}},{}],1123:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/colorscale/helpers\").hasColorscale,i=t(\"../../components/colorscale/defaults\"),o=t(\"../../plots/domain\").defaults,s=t(\"../../plots/array_container_defaults\"),l=t(\"../../plots/cartesian/axes\"),c=t(\"./attributes\"),u=t(\"./axisbrush\"),h=t(\"./constants\").maxDimensionCount,f=t(\"./merge_length\");function p(t,e,r,a){function i(r,a){return n.coerce(t,e,c.dimensions,r,a)}var o=i(\"values\"),s=i(\"visible\");if(o&&o.length||(s=e.visible=!1),s){i(\"label\"),i(\"tickvals\"),i(\"ticktext\"),i(\"tickformat\");var h=i(\"range\");e._ax={_id:\"y\",type:\"linear\",showexponent:\"all\",exponentformat:\"B\",range:h},l.setConvert(e._ax,a.layout),i(\"multiselect\");var f=i(\"constraintrange\");f&&(e.constraintrange=u.cleanRanges(f,e))}}e.exports=function(t,e,r,l){function u(r,a){return n.coerce(t,e,c,r,a)}var d=t.dimensions;Array.isArray(d)&&d.length>h&&(n.log(\"parcoords traces support up to \"+h+\" dimensions at the moment\"),d.splice(h));var g=s(t,e,{name:\"dimensions\",layout:l,handleItemDefaults:p}),m=function(t,e,r,o,s){var l=s(\"line.color\",r);if(a(t,\"line\")&&n.isArrayOrTypedArray(l)){if(l.length)return s(\"line.colorscale\"),i(t,e,o,s,{prefix:\"line.\",cLetter:\"c\"}),l.length;e.line.color=r}return 1/0}(t,e,r,l,u);o(e,l,u),Array.isArray(g)&&g.length||(e.visible=!1),f(e,g,\"values\",m);var v={family:l.font.family,size:Math.round(l.font.size/1.2),color:l.font.color};n.coerceFont(u,\"labelfont\",v),n.coerceFont(u,\"tickfont\",v),n.coerceFont(u,\"rangefont\",v),u(\"labelangle\"),u(\"labelside\")}},{\"../../components/colorscale/defaults\":625,\"../../components/colorscale/helpers\":626,\"../../lib\":749,\"../../plots/array_container_defaults\":793,\"../../plots/cartesian/axes\":798,\"../../plots/domain\":825,\"./attributes\":1118,\"./axisbrush\":1119,\"./constants\":1122,\"./merge_length\":1127}],1124:[function(t,e,r){\"use strict\";var n=t(\"../../lib\").isTypedArray;r.convertTypedArray=function(t){return n(t)?Array.prototype.slice.call(t):t},r.isOrdinal=function(t){return!!t.tickvals},r.isVisible=function(t){return t.visible||!(\"visible\"in t)}},{\"../../lib\":749}],1125:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),colorbar:{container:\"line\",min:\"cmin\",max:\"cmax\"},moduleType:\"trace\",name:\"parcoords\",basePlotModule:t(\"./base_plot\"),categories:[\"gl\",\"regl\",\"noOpacity\",\"noHover\"],meta:{}}},{\"./attributes\":1118,\"./base_plot\":1120,\"./calc\":1121,\"./defaults\":1123,\"./plot\":1129}],1126:[function(t,e,r){\"use strict\";var n=t(\"glslify\"),a=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nattribute vec4 p01_04, p05_08, p09_12, p13_16,\\n               p17_20, p21_24, p25_28, p29_32,\\n               p33_36, p37_40, p41_44, p45_48,\\n               p49_52, p53_56, p57_60, colors;\\n\\nuniform mat4 dim0A, dim1A, dim0B, dim1B, dim0C, dim1C, dim0D, dim1D,\\n             loA, hiA, loB, hiB, loC, hiC, loD, hiD;\\n\\nuniform vec2 resolution, viewBoxPos, viewBoxSize;\\nuniform sampler2D mask, palette;\\nuniform float maskHeight;\\nuniform float drwLayer; // 0: context, 1: focus, 2: pick\\nuniform vec4 contextColor;\\n\\nbool isPick    = (drwLayer > 1.5);\\nbool isContext = (drwLayer < 0.5);\\n\\nconst vec4 ZEROS = vec4(0.0, 0.0, 0.0, 0.0);\\nconst vec4 UNITS = vec4(1.0, 1.0, 1.0, 1.0);\\n\\nfloat val(mat4 p, mat4 v) {\\n    return dot(matrixCompMult(p, v) * UNITS, UNITS);\\n}\\n\\nfloat axisY(float ratio, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float y1 = val(A, dim0A) + val(B, dim0B) + val(C, dim0C) + val(D, dim0D);\\n    float y2 = val(A, dim1A) + val(B, dim1B) + val(C, dim1C) + val(D, dim1D);\\n    return y1 * (1.0 - ratio) + y2 * ratio;\\n}\\n\\nint iMod(int a, int b) {\\n    return a - b * (a / b);\\n}\\n\\nbool fOutside(float p, float lo, float hi) {\\n    return (lo < hi) && (lo > p || p > hi);\\n}\\n\\nbool vOutside(vec4 p, vec4 lo, vec4 hi) {\\n    return (\\n        fOutside(p[0], lo[0], hi[0]) ||\\n        fOutside(p[1], lo[1], hi[1]) ||\\n        fOutside(p[2], lo[2], hi[2]) ||\\n        fOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool mOutside(mat4 p, mat4 lo, mat4 hi) {\\n    return (\\n        vOutside(p[0], lo[0], hi[0]) ||\\n        vOutside(p[1], lo[1], hi[1]) ||\\n        vOutside(p[2], lo[2], hi[2]) ||\\n        vOutside(p[3], lo[3], hi[3])\\n    );\\n}\\n\\nbool outsideBoundingBox(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    return mOutside(A, loA, hiA) ||\\n           mOutside(B, loB, hiB) ||\\n           mOutside(C, loC, hiC) ||\\n           mOutside(D, loD, hiD);\\n}\\n\\nbool outsideRasterMask(mat4 A, mat4 B, mat4 C, mat4 D) {\\n    mat4 pnts[4];\\n    pnts[0] = A;\\n    pnts[1] = B;\\n    pnts[2] = C;\\n    pnts[3] = D;\\n\\n    for(int i = 0; i < 4; ++i) {\\n        for(int j = 0; j < 4; ++j) {\\n            for(int k = 0; k < 4; ++k) {\\n                if(0 == iMod(\\n                    int(255.0 * texture2D(mask,\\n                        vec2(\\n                            (float(i * 2 + j / 2) + 0.5) / 8.0,\\n                            (pnts[i][j][k] * (maskHeight - 1.0) + 1.0) / maskHeight\\n                        ))[3]\\n                    ) / int(pow(2.0, float(iMod(j * 4 + k, 8)))),\\n                    2\\n                )) return true;\\n            }\\n        }\\n    }\\n    return false;\\n}\\n\\nvec4 position(bool isContext, float v, mat4 A, mat4 B, mat4 C, mat4 D) {\\n    float x = 0.5 * sign(v) + 0.5;\\n    float y = axisY(x, A, B, C, D);\\n    float z = 1.0 - abs(v);\\n\\n    z += isContext ? 0.0 : 2.0 * float(\\n        outsideBoundingBox(A, B, C, D) ||\\n        outsideRasterMask(A, B, C, D)\\n    );\\n\\n    return vec4(\\n        2.0 * (vec2(x, y) * viewBoxSize + viewBoxPos) / resolution - 1.0,\\n        z,\\n        1.0\\n    );\\n}\\n\\nvoid main() {\\n    mat4 A = mat4(p01_04, p05_08, p09_12, p13_16);\\n    mat4 B = mat4(p17_20, p21_24, p25_28, p29_32);\\n    mat4 C = mat4(p33_36, p37_40, p41_44, p45_48);\\n    mat4 D = mat4(p49_52, p53_56, p57_60, ZEROS);\\n\\n    float v = colors[3];\\n\\n    gl_Position = position(isContext, v, A, B, C, D);\\n\\n    fragColor =\\n        isContext ? vec4(contextColor) :\\n        isPick ? vec4(colors.rgb, 1.0) : texture2D(palette, vec2(abs(v), 0.5));\\n}\\n\"]),i=n([\"precision highp float;\\n#define GLSLIFY 1\\n\\nvarying vec4 fragColor;\\n\\nvoid main() {\\n    gl_FragColor = fragColor;\\n}\\n\"]),o=t(\"./constants\").maxDimensionCount,s=t(\"../../lib\"),l=new Uint8Array(4),c=new Uint8Array(4),u={shape:[256,1],format:\"rgba\",type:\"uint8\",mag:\"nearest\",min:\"nearest\"};function h(t,e,r,n,a){var i=t._gl;i.enable(i.SCISSOR_TEST),i.scissor(e,r,n,a),t.clear({color:[0,0,0,0],depth:1})}function f(t,e,r,n,a,i){var o=i.key;r.drawCompleted||(!function(t){t.read({x:0,y:0,width:1,height:1,data:l})}(t),r.drawCompleted=!0),function s(l){var c=Math.min(n,a-l*n);0===l&&(window.cancelAnimationFrame(r.currentRafs[o]),delete r.currentRafs[o],h(t,i.scissorX,i.scissorY,i.scissorWidth,i.viewBoxSize[1])),r.clearOnly||(i.count=2*c,i.offset=2*l*n,e(i),l*n+c<a&&(r.currentRafs[o]=window.requestAnimationFrame((function(){s(l+1)}))),r.drawCompleted=!1)}(0)}function p(t,e){for(var r=new Array(256),n=0;n<256;n++)r[n]=t(n/255).concat(e);return r}function d(t,e){return(t>>>8*e)%256/255}function g(t,e,r){for(var n=new Array(8*e),a=0,i=0;i<e;i++)for(var o=0;o<2;o++)for(var s=0;s<4;s++){var l=4*t+s,c=r[64*i+l];63===l&&0===o&&(c*=-1),n[a++]=c}return n}function m(t){var e=\"0\"+t;return e.substr(e.length-2)}function v(t){return t<o?\"p\"+m(t+1)+\"_\"+m(t+4):\"colors\"}function y(t,e,r,n,a,i,o,l,c,u,h,f,p){for(var d=[[],[]],g=0;g<64;g++)d[0][g]=g===a?1:0,d[1][g]=g===i?1:0;var 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r,n,l,m,b,_=e.context,w=e.pick,T=e.regl,k={currentRafs:{},drawCompleted:!0,clearOnly:!1},M=function(t){for(var e={},r=0;r<=o;r+=4)e[v(r)]=t.buffer({usage:\"dynamic\",type:\"float\",data:new Uint8Array(0)});return e}(T),A=T.texture(u),S=[];C(e);var E=T({profile:!1,blend:{enable:_,func:{srcRGB:\"src alpha\",dstRGB:\"one minus src 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C(t){r=t.model,n=t.viewModel,l=n.dimensions.slice(),m=l[0]?l[0].values.length:0;var e=r.lines,a=w?e.color.map((function(t,r){return r/e.color.length})):e.color,i=function(t,e,r){for(var n,a=new Array(t*(o+4)),i=0,s=0;s<t;s++){for(var l=0;l<o;l++)a[i++]=l<e.length?e[l].paddedUnitValues[s]:.5;a[i++]=d(s,2),a[i++]=d(s,1),a[i++]=d(s,0),a[i++]=(n=r[s],Math.max(1e-6,Math.min(.999999,n)))}return a}(m,l,a);!function(t,e,r){for(var n=0;n<=o;n+=4)t[v(n)](g(n/4,e,r))}(M,m,i),_||w||(A=T.texture(s.extendFlat({data:p(r.unitToColor,255)},u)))}return{render:function(t,e,n){var a,i,o,s=t.length,c=1/0,u=-1/0;for(a=0;a<s;a++)t[a].dim0.canvasX<c&&(c=t[a].dim0.canvasX,i=a),t[a].dim1.canvasX>u&&(u=t[a].dim1.canvasX,o=a);0===s&&h(T,0,0,r.canvasWidth,r.canvasHeight);var p=function(t){var e,r,n,a=[[],[]];for(n=0;n<64;n++){var i=!t&&n<l.length?l[n].brush.filter.getBounds():[-1/0,1/0];a[0][n]=i[0],a[1][n]=i[1]}var o=new Array(16384);for(e=0;e<16384;e++)o[e]=255;if(!t)for(e=0;e<l.length;e++){var s=e%8,c=(e-s)/8,u=Math.pow(2,s),h=l[e].brush.filter.get();if(!(h.length<2)){var f=x(h[0])[1];for(r=1;r<h.length;r++){var p=x(h[r]);for(n=f+1;n<p[0];n++)o[8*n+c]&=~u;f=Math.max(f,p[1])}}}var d={shape:[8,2048],format:\"alpha\",type:\"uint8\",mag:\"nearest\",min:\"nearest\",data:o};return b?b(d):b=T.texture(d),{maskTexture:b,maskHeight:2048,loA:a[0].slice(0,16),loB:a[0].slice(16,32),loC:a[0].slice(32,48),loD:a[0].slice(48,64),hiA:a[1].slice(0,16),hiB:a[1].slice(16,32),hiC:a[1].slice(32,48),hiD:a[1].slice(48,64)}}(_);for(a=0;a<s;a++){var d=t[a],g=d.dim0.crossfilterDimensionIndex,v=d.dim1.crossfilterDimensionIndex,M=d.canvasX,A=d.canvasY,C=M+d.panelSizeX;if(e||!S[g]||S[g][0]!==M||S[g][1]!==C){S[g]=[M,C];var L=y(r,i,o,a,g,v,M,A,d.panelSizeX,d.panelSizeY,d.dim0.crossfilterDimensionIndex,_?0:w?2:1,p);k.clearOnly=n;var P=e?r.lines.blockLineCount:m;f(T,E,k,P,m,L)}}},readPixel:function(t,e){return T.read({x:t,y:e,width:1,height:1,data:c}),c},readPixels:function(t,e,r,n){var a=new Uint8Array(4*r*n);return T.read({x:t,y:e,width:r,height:n,data:a}),a},destroy:function(){for(var e in t.style[\"pointer-events\"]=\"none\",A.destroy(),b&&b.destroy(),M)M[e].destroy()},update:C}}},{\"../../lib\":749,\"./constants\":1122,glslify:413}],1127:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n){var a,i;for(n||(n=1/0),a=0;a<e.length;a++)(i=e[a]).visible&&(n=Math.min(n,i[r].length));for(n===1/0&&(n=0),t._length=n,a=0;a<e.length;a++)(i=e[a]).visible&&(i._length=n);return n}},{}],1128:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"color-rgba\"),i=t(\"../../plots/cartesian/axes\"),o=t(\"../../lib\"),s=t(\"../../lib/svg_text_utils\"),l=t(\"../../components/drawing\"),c=t(\"../../components/colorscale\"),u=t(\"../../lib/gup\"),h=u.keyFun,f=u.repeat,p=u.unwrap,d=t(\"./helpers\"),g=t(\"./constants\"),m=t(\"./axisbrush\"),v=t(\"./lines\");function y(t,e,r){return o.aggNums(t,null,e,r)}function x(t,e){return _(y(Math.min,t,e),y(Math.max,t,e))}function b(t){var e=t.range;return e?_(e[0],e[1]):x(t.values,t._length)}function _(t,e){return!isNaN(t)&&isFinite(t)||(t=0),!isNaN(e)&&isFinite(e)||(e=0),t===e&&(0===t?(t-=1,e+=1):(t*=.9,e*=1.1)),[t,e]}function w(t,e,r,a,i){var o,s,l=b(r);return a?n.scale.ordinal().domain(a.map((o=n.format(r.tickformat),s=i,s?function(t,e){var r=s[e];return null==r?o(t):r}:o))).range(a.map((function(r){var n=(r-l[0])/(l[1]-l[0]);return t-e+n*(2*e-t)}))):n.scale.linear().domain(l).range([t-e,e])}function T(t){if(t.tickvals){var e=b(t);return n.scale.ordinal().domain(t.tickvals).range(t.tickvals.map((function(t){return(t-e[0])/(e[1]-e[0])})))}}function k(t){var e=t.map((function(t){return t[0]})),r=t.map((function(t){var e=a(t[1]);return n.rgb(\"rgb(\"+e[0]+\",\"+e[1]+\",\"+e[2]+\")\")})),i=\"rgb\".split(\"\").map((function(t){return n.scale.linear().clamp(!0).domain(e).range(r.map((a=t,function(t){return t[a]})));var a}));return function(t){return i.map((function(e){return e(t)}))}}function M(t){return t.dimensions.some((function(t){return t.brush.filterSpecified}))}function A(t,e,r){var i=p(e),s=i.trace,l=d.convertTypedArray(i.lineColor),u=s.line,h={color:a(g.deselectedLineColor)},f=c.extractOpts(u),m=f.reversescale?c.flipScale(i.cscale):i.cscale,v=s.domain,y=s.dimensions,x=t.width,_=s.labelangle,w=s.labelside,T=s.labelfont,M=s.tickfont,A=s.rangefont,S=o.extendDeepNoArrays({},u,{color:l.map(n.scale.linear().domain(b({values:l,range:[f.min,f.max],_length:s._length}))),blockLineCount:g.blockLineCount,canvasOverdrag:g.overdrag*g.canvasPixelRatio}),E=Math.floor(x*(v.x[1]-v.x[0])),C=Math.floor(t.height*(v.y[1]-v.y[0])),L=t.margin||{l:80,r:80,t:100,b:80},P=E,I=C;return{key:r,colCount:y.filter(d.isVisible).length,dimensions:y,tickDistance:g.tickDistance,unitToColor:k(m),lines:S,deselectedLines:h,labelAngle:_,labelSide:w,labelFont:T,tickFont:M,rangeFont:A,layoutWidth:x,layoutHeight:t.height,domain:v,translateX:v.x[0]*x,translateY:t.height-v.y[1]*t.height,pad:L,canvasWidth:P*g.canvasPixelRatio+2*S.canvasOverdrag,canvasHeight:I*g.canvasPixelRatio,width:P,height:I,canvasPixelRatio:g.canvasPixelRatio}}function S(t,e,r){var a=r.width,i=r.height,s=r.dimensions,l=r.canvasPixelRatio,c=function(t){return a*t/Math.max(1,r.colCount-1)},u=g.verticalPadding/i,h=function(t,e){return n.scale.linear().range([e,t-e])}(i,g.verticalPadding),f={key:r.key,xScale:c,model:r,inBrushDrag:!1},p={};return f.dimensions=s.filter(d.isVisible).map((function(a,s){var v=function(t,e){return n.scale.linear().domain(b(t)).range([e,1-e])}(a,u),y=p[a.label];p[a.label]=(y||0)+1;var x=a.label+(y?\"__\"+y:\"\"),_=a.constraintrange,k=_&&_.length;k&&!Array.isArray(_[0])&&(_=[_]);var A=k?_.map((function(t){return t.map(v)})):[[-1/0,1/0]],S=a.values;S.length>a._length&&(S=S.slice(0,a._length));var E,C=a.tickvals;function L(t,e){return{val:t,text:E[e]}}function P(t,e){return t.val-e.val}if(Array.isArray(C)&&C.length){E=a.ticktext,Array.isArray(E)&&E.length?E.length>C.length?E=E.slice(0,C.length):C.length>E.length&&(C=C.slice(0,E.length)):E=C.map(n.format(a.tickformat));for(var I=1;I<C.length;I++)if(C[I]<C[I-1]){for(var z=C.map(L).sort(P),O=0;O<C.length;O++)C[O]=z[O].val,E[O]=z[O].text;break}}else C=void 0;return S=d.convertTypedArray(S),{key:x,label:a.label,tickFormat:a.tickformat,tickvals:C,ticktext:E,ordinal:d.isOrdinal(a),multiselect:a.multiselect,xIndex:s,crossfilterDimensionIndex:s,visibleIndex:a._index,height:i,values:S,paddedUnitValues:S.map(v),unitTickvals:C&&C.map(v),xScale:c,x:c(s),canvasX:c(s)*l,unitToPaddedPx:h,domainScale:w(i,g.verticalPadding,a,C,E),ordinalScale:T(a),parent:f,model:r,brush:m.makeBrush(t,k,A,(function(){t.linePickActive(!1)}),(function(){var e=f;e.focusLayer&&e.focusLayer.render(e.panels,!0);var r=M(e);!t.contextShown()&&r?(e.contextLayer&&e.contextLayer.render(e.panels,!0),t.contextShown(!0)):t.contextShown()&&!r&&(e.contextLayer&&e.contextLayer.render(e.panels,!0,!0),t.contextShown(!1))}),(function(r){if(f.focusLayer.render(f.panels,!0),f.pickLayer&&f.pickLayer.render(f.panels,!0),t.linePickActive(!0),e&&e.filterChanged){var n=v.invert,i=r.map((function(t){return t.map(n).sort(o.sorterAsc)})).sort((function(t,e){return t[0]-e[0]}));e.filterChanged(f.key,a._index,i)}}))}})),f}function E(t){t.classed(g.cn.axisExtentText,!0).attr(\"text-anchor\",\"middle\").style(\"cursor\",\"default\")}function C(t,e){var r=\"top\"===e?1:-1,n=t*Math.PI/180;return{dir:r,dx:Math.sin(n),dy:Math.cos(n),degrees:t}}function L(t,e){for(var r=e.panels||(e.panels=[]),n=t.data(),a=0;a<n.length-1;a++){var i=r[a]||(r[a]={}),o=n[a],s=n[a+1];i.dim0=o,i.dim1=s,i.canvasX=o.canvasX,i.panelSizeX=s.canvasX-o.canvasX,i.panelSizeY=e.model.canvasHeight,i.y=0,i.canvasY=0}}function P(t,e){return i.tickText(t._ax,e,!1).text}function I(t,e){if(t.ordinal)return\"\";var r=t.domainScale.domain(),n=r[e?r.length-1:0];return P(t.model.dimensions[t.visibleIndex],n)}e.exports=function(t,e,r,a){var c=t._fullLayout,u=c._toppaper,y=c._glcontainer;!function(t){for(var e=0;e<t.length;e++)for(var r=0;r<t[e].length;r++)for(var n=t[e][r].trace,a=n.dimensions,o=0;o<a.length;o++){var s=a[o].values,l=a[o]._ax;l&&(l.range?l.range=_(l.range[0],l.range[1]):l.range=x(s,n._length),l.dtick||(l.dtick=.01*(Math.abs(l.range[1]-l.range[0])||1)),l.tickformat=a[o].tickformat,i.calcTicks(l),l.cleanRange())}}(e);var b,w,T=(b=!0,w=!1,{linePickActive:function(t){return arguments.length?b=!!t:b},contextShown:function(t){return arguments.length?w=!!t:w}}),k=e.filter((function(t){return p(t).trace.visible})).map(A.bind(0,r)).map(S.bind(0,T,a));y.each((function(t,e){return o.extendFlat(t,k[e])}));var z=y.selectAll(\".gl-canvas\").each((function(t){t.viewModel=k[0],t.model=t.viewModel?t.viewModel.model:null})),O=null;z.filter((function(t){return t.pick})).style(\"pointer-events\",\"auto\").on(\"mousemove\",(function(t){if(T.linePickActive()&&t.lineLayer&&a&&a.hover){var e=n.event,r=this.width,i=this.height,o=n.mouse(this),s=o[0],l=o[1];if(s<0||l<0||s>=r||l>=i)return;var 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t.dimensions}),h);F.enter().append(\"g\").classed(g.cn.yAxis,!0),R.each((function(t){L(F,t)})),z.each((function(t){if(t.viewModel){!t.lineLayer||a?t.lineLayer=v(this,t):t.lineLayer.update(t),(t.key||0===t.key)&&(t.viewModel[t.key]=t.lineLayer);var e=!t.context||a;t.lineLayer.render(t.viewModel.panels,e)}})),F.attr(\"transform\",(function(t){return\"translate(\"+t.xScale(t.xIndex)+\", 0)\"})),F.call(n.behavior.drag().origin((function(t){return t})).on(\"drag\",(function(t){var e=t.parent;T.linePickActive(!1),t.x=Math.max(-g.overdrag,Math.min(t.model.width+g.overdrag,n.event.x)),t.canvasX=t.x*t.model.canvasPixelRatio,F.sort((function(t,e){return t.x-e.x})).each((function(e,r){e.xIndex=r,e.x=t===e?e.x:e.xScale(e.xIndex),e.canvasX=e.x*e.model.canvasPixelRatio})),L(F,e),F.filter((function(e){return 0!==Math.abs(t.xIndex-e.xIndex)})).attr(\"transform\",(function(t){return\"translate(\"+t.xScale(t.xIndex)+\", 0)\"})),n.select(this).attr(\"transform\",\"translate(\"+t.x+\", 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I(t,!0)})).each((function(t){l.font(n.select(this),t.model.rangeFont)}));var G=V.selectAll(\".\"+g.cn.axisExtentBottom).data(f,h);G.enter().append(\"g\").classed(g.cn.axisExtentBottom,!0),G.attr(\"transform\",(function(t){return\"translate(0,\"+(t.model.height+g.axisExtentOffset)+\")\"}));var Y=G.selectAll(\".\"+g.cn.axisExtentBottomText).data(f,h);Y.enter().append(\"text\").classed(g.cn.axisExtentBottomText,!0).attr(\"dy\",\"0.75em\").call(E),Y.text((function(t){return I(t,!1)})).each((function(t){l.font(n.select(this),t.model.rangeFont)})),m.ensureAxisBrush(B)}},{\"../../components/colorscale\":627,\"../../components/drawing\":637,\"../../lib\":749,\"../../lib/gup\":746,\"../../lib/svg_text_utils\":773,\"../../plots/cartesian/axes\":798,\"./axisbrush\":1119,\"./constants\":1122,\"./helpers\":1124,\"./lines\":1126,\"color-rgba\":126,d3:169}],1129:[function(t,e,r){\"use strict\";var n=t(\"./parcoords\"),a=t(\"../../lib/prepare_regl\"),i=t(\"./helpers\").isVisible;function o(t,e,r){var n=e.indexOf(r),a=t.indexOf(n);return-1===a&&(a+=e.length),a}e.exports=function(t,e){var r=t._fullLayout;if(a(t)){var s={},l={},c={},u={},h=r._size;e.forEach((function(e,r){var n=e[0].trace;c[r]=n.index;var a=u[r]=n._fullInput.index;s[r]=t.data[a].dimensions,l[r]=t.data[a].dimensions.slice()}));n(t,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{filterChanged:function(e,n,a){var i=l[e][n],o=a.map((function(t){return t.slice()})),s=\"dimensions[\"+n+\"].constraintrange\",h=r._tracePreGUI[t._fullData[c[e]]._fullInput.uid];if(void 0===h[s]){var f=i.constraintrange;h[s]=f||null}var p=t._fullData[c[e]].dimensions[n];o.length?(1===o.length&&(o=o[0]),i.constraintrange=o,p.constraintrange=o.slice(),o=[o]):(delete i.constraintrange,delete p.constraintrange,o=null);var d={};d[s]=o,t.emit(\"plotly_restyle\",[d,[u[e]]])},hover:function(e){t.emit(\"plotly_hover\",e)},unhover:function(e){t.emit(\"plotly_unhover\",e)},axesMoved:function(e,r){var n=function(t,e){return function(r,n){return o(t,e,r)-o(t,e,n)}}(r,l[e].filter(i));s[e].sort(n),l[e].filter((function(t){return!i(t)})).sort((function(t){return l[e].indexOf(t)})).forEach((function(t){s[e].splice(s[e].indexOf(t),1),s[e].splice(l[e].indexOf(t),0,t)})),t.emit(\"plotly_restyle\",[{dimensions:[s[e]]},[u[e]]])}})}}},{\"../../lib/prepare_regl\":762,\"./helpers\":1124,\"./parcoords\":1128}],1130:[function(t,e,r){\"use strict\";var n=t(\"../../plots/attributes\"),a=t(\"../../plots/domain\").attributes,i=t(\"../../plots/font_attributes\"),o=t(\"../../components/color/attributes\"),s=t(\"../../plots/template_attributes\").hovertemplateAttrs,l=t(\"../../plots/template_attributes\").texttemplateAttrs,c=t(\"../../lib/extend\").extendFlat,u=i({editType:\"plot\",arrayOk:!0,colorEditType:\"plot\"});e.exports={labels:{valType:\"data_array\",editType:\"calc\"},label0:{valType:\"number\",dflt:0,editType:\"calc\"},dlabel:{valType:\"number\",dflt:1,editType:\"calc\"},values:{valType:\"data_array\",editType:\"calc\"},marker:{colors:{valType:\"data_array\",editType:\"calc\"},line:{color:{valType:\"color\",dflt:o.defaultLine,arrayOk:!0,editType:\"style\"},width:{valType:\"number\",min:0,dflt:0,arrayOk:!0,editType:\"style\"},editType:\"calc\"},editType:\"calc\"},text:{valType:\"data_array\",editType:\"plot\"},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0,editType:\"style\"},scalegroup:{valType:\"string\",dflt:\"\",editType:\"calc\"},textinfo:{valType:\"flaglist\",flags:[\"label\",\"text\",\"value\",\"percent\"],extras:[\"none\"],editType:\"calc\"},hoverinfo:c({},n.hoverinfo,{flags:[\"label\",\"text\",\"value\",\"percent\",\"name\"]}),hovertemplate:s({},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),texttemplate:l({editType:\"plot\"},{keys:[\"label\",\"color\",\"value\",\"percent\",\"text\"]}),textposition:{valType:\"enumerated\",values:[\"inside\",\"outside\",\"auto\",\"none\"],dflt:\"auto\",arrayOk:!0,editType:\"plot\"},textfont:c({},u,{}),insidetextorientation:{valType:\"enumerated\",values:[\"horizontal\",\"radial\",\"tangential\",\"auto\"],dflt:\"auto\",editType:\"plot\"},insidetextfont:c({},u,{}),outsidetextfont:c({},u,{}),automargin:{valType:\"boolean\",dflt:!1,editType:\"plot\"},title:{text:{valType:\"string\",dflt:\"\",editType:\"plot\"},font:c({},u,{}),position:{valType:\"enumerated\",values:[\"top 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right\"],editType:\"calc\"}}}},{\"../../components/color/attributes\":614,\"../../lib/extend\":739,\"../../plots/attributes\":794,\"../../plots/domain\":825,\"../../plots/font_attributes\":826,\"../../plots/template_attributes\":876}],1131:[function(t,e,r){\"use strict\";var n=t(\"../../plots/plots\");r.name=\"pie\",r.plot=function(t,e,a,i){n.plotBasePlot(r.name,t,e,a,i)},r.clean=function(t,e,a,i){n.cleanBasePlot(r.name,t,e,a,i)}},{\"../../plots/plots\":861}],1132:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"tinycolor2\"),i=t(\"../../components/color\"),o={};function s(t){return function(e,r){return!!e&&(!!(e=a(e)).isValid()&&(e=i.addOpacity(e,e.getAlpha()),t[r]||(t[r]=e),e))}}function l(t,e){var r,n=JSON.stringify(t),i=e[n];if(!i){for(i=t.slice(),r=0;r<t.length;r++)i.push(a(t[r]).lighten(20).toHexString());for(r=0;r<t.length;r++)i.push(a(t[r]).darken(20).toHexString());e[n]=i}return i}e.exports={calc:function(t,e){var r,a,i=[],o=t._fullLayout,l=o.hiddenlabels||[],c=e.labels,u=e.marker.colors||[],h=e.values,f=e._length,p=e._hasValues&&f;if(e.dlabel)for(c=new Array(f),r=0;r<f;r++)c[r]=String(e.label0+r*e.dlabel);var d={},g=s(o[\"_\"+e.type+\"colormap\"]),m=0,v=!1;for(r=0;r<f;r++){var y,x,b;if(p){if(y=h[r],!n(y))continue;if((y=+y)<0)continue}else y=1;void 0!==(x=c[r])&&\"\"!==x||(x=r);var _=d[x=String(x)];void 0===_?(d[x]=i.length,(b=-1!==l.indexOf(x))||(m+=y),i.push({v:y,label:x,color:g(u[r],x),i:r,pts:[r],hidden:b})):(v=!0,(a=i[_]).v+=y,a.pts.push(r),a.hidden||(m+=y),!1===a.color&&u[r]&&(a.color=g(u[r],x)))}return(\"funnelarea\"===e.type?v:e.sort)&&i.sort((function(t,e){return e.v-t.v})),i[0]&&(i[0].vTotal=m),i},crossTraceCalc:function(t,e){var r=(e||{}).type;r||(r=\"pie\");var n=t._fullLayout,a=t.calcdata,i=n[r+\"colorway\"],s=n[\"_\"+r+\"colormap\"];n[\"extend\"+r+\"colors\"]&&(i=l(i,o));for(var c=0,u=0;u<a.length;u++){var h=a[u];if(h[0].trace.type===r)for(var f=0;f<h.length;f++){var p=h[f];!1===p.color&&(s[p.label]?p.color=s[p.label]:(s[p.label]=p.color=i[c%i.length],c++))}}},makePullColorFn:s,generateExtendedColors:l}},{\"../../components/color\":615,\"fast-isnumeric\":241,tinycolor2:548}],1133:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"./attributes\"),o=t(\"../../plots/domain\").defaults,s=t(\"../bar/defaults\").handleText;function l(t,e){var r=Array.isArray(t),i=a.isArrayOrTypedArray(e),o=Math.min(r?t.length:1/0,i?e.length:1/0);if(isFinite(o)||(o=0),o&&i){for(var s,l=0;l<o;l++){var c=e[l];if(n(c)&&c>0){s=!0;break}}s||(o=0)}return{hasLabels:r,hasValues:i,len:o}}e.exports={handleLabelsAndValues:l,supplyDefaults:function(t,e,r,n){function c(r,n){return a.coerce(t,e,i,r,n)}var u=l(c(\"labels\"),c(\"values\")),h=u.len;if(e._hasLabels=u.hasLabels,e._hasValues=u.hasValues,!e._hasLabels&&e._hasValues&&(c(\"label0\"),c(\"dlabel\")),h){e._length=h,c(\"marker.line.width\")&&c(\"marker.line.color\"),c(\"marker.colors\"),c(\"scalegroup\");var f,p=c(\"text\"),d=c(\"texttemplate\");if(d||(f=c(\"textinfo\",Array.isArray(p)?\"text+percent\":\"percent\")),c(\"hovertext\"),c(\"hovertemplate\"),d||f&&\"none\"!==f){var g=c(\"textposition\");s(t,e,n,c,g,{moduleHasSelected:!1,moduleHasUnselected:!1,moduleHasConstrain:!1,moduleHasCliponaxis:!1,moduleHasTextangle:!1,moduleHasInsideanchor:!1}),(Array.isArray(g)||\"auto\"===g||\"outside\"===g)&&c(\"automargin\"),(\"inside\"===g||\"auto\"===g||Array.isArray(g))&&c(\"insidetextorientation\")}o(e,n,c);var m=c(\"hole\");if(c(\"title.text\")){var v=c(\"title.position\",m?\"middle center\":\"top center\");m||\"middle center\"!==v||(e.title.position=\"top center\"),a.coerceFont(c,\"title.font\",n.font)}c(\"sort\"),c(\"direction\"),c(\"rotation\"),c(\"pull\")}else e.visible=!1}}},{\"../../lib\":749,\"../../plots/domain\":825,\"../bar/defaults\":895,\"./attributes\":1130,\"fast-isnumeric\":241}],1134:[function(t,e,r){\"use strict\";var n=t(\"../../components/fx/helpers\").appendArrayMultiPointValues;e.exports=function(t,e){var r={curveNumber:e.index,pointNumbers:t.pts,data:e._input,fullData:e,label:t.label,color:t.color,value:t.v,percent:t.percent,text:t.text,v:t.v};return 1===t.pts.length&&(r.pointNumber=r.i=t.pts[0]),n(r,e,t.pts),\"funnelarea\"===e.type&&(delete r.v,delete r.i),r}},{\"../../components/fx/helpers\":651}],1135:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");function a(t){return-1!==t.indexOf(\"e\")?t.replace(/[.]?0+e/,\"e\"):-1!==t.indexOf(\".\")?t.replace(/[.]?0+$/,\"\"):t}r.formatPiePercent=function(t,e){var r=a((100*t).toPrecision(3));return n.numSeparate(r,e)+\"%\"},r.formatPieValue=function(t,e){var r=a(t.toPrecision(10));return n.numSeparate(r,e)},r.getFirstFilled=function(t,e){if(Array.isArray(t))for(var r=0;r<e.length;r++){var n=t[e[r]];if(n||0===n||\"\"===n)return n}},r.castOption=function(t,e){return Array.isArray(t)?r.getFirstFilled(t,e):t||void 0}},{\"../../lib\":749}],1136:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\").supplyDefaults,supplyLayoutDefaults:t(\"./layout_defaults\"),layoutAttributes:t(\"./layout_attributes\"),calc:t(\"./calc\").calc,crossTraceCalc:t(\"./calc\").crossTraceCalc,plot:t(\"./plot\").plot,style:t(\"./style\"),styleOne:t(\"./style_one\"),moduleType:\"trace\",name:\"pie\",basePlotModule:t(\"./base_plot\"),categories:[\"pie-like\",\"pie\",\"showLegend\"],meta:{}}},{\"./attributes\":1130,\"./base_plot\":1131,\"./calc\":1132,\"./defaults\":1133,\"./layout_attributes\":1137,\"./layout_defaults\":1138,\"./plot\":1139,\"./style\":1140,\"./style_one\":1141}],1137:[function(t,e,r){\"use strict\";e.exports={hiddenlabels:{valType:\"data_array\",editType:\"calc\"},piecolorway:{valType:\"colorlist\",editType:\"calc\"},extendpiecolors:{valType:\"boolean\",dflt:!0,editType:\"calc\"}}},{}],1138:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"./layout_attributes\");e.exports=function(t,e){function r(r,i){return n.coerce(t,e,a,r,i)}r(\"hiddenlabels\"),r(\"piecolorway\",e.colorway),r(\"extendpiecolors\")}},{\"../../lib\":749,\"./layout_attributes\":1137}],1139:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../plots/plots\"),i=t(\"../../components/fx\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"../../lib\"),c=t(\"../../lib/svg_text_utils\"),u=t(\"../bar/uniform_text\"),h=u.recordMinTextSize,f=u.clearMinTextSize,p=t(\"../bar/constants\").TEXTPAD,d=t(\"./helpers\"),g=t(\"./event_data\"),m=t(\"../../lib\").isValidTextValue;function v(t,e,r){var a=r[0],o=a.trace,s=a.cx,c=a.cy;\"_hasHoverLabel\"in o||(o._hasHoverLabel=!1),\"_hasHoverEvent\"in o||(o._hasHoverEvent=!1),t.on(\"mouseover\",(function(t){var r=e._fullLayout,u=e._fullData[o.index];if(!e._dragging&&!1!==r.hovermode){var h=u.hoverinfo;if(Array.isArray(h)&&(h=i.castHoverinfo({hoverinfo:[d.castOption(h,t.pts)],_module:o._module},r,0)),\"all\"===h&&(h=\"label+text+value+percent+name\"),u.hovertemplate||\"none\"!==h&&\"skip\"!==h&&h){var f=t.rInscribed||0,p=s+t.pxmid[0]*(1-f),m=c+t.pxmid[1]*(1-f),v=r.separators,y=[];if(h&&-1!==h.indexOf(\"label\")&&y.push(t.label),t.text=d.castOption(u.hovertext||u.text,t.pts),h&&-1!==h.indexOf(\"text\")){var x=t.text;l.isValidTextValue(x)&&y.push(x)}t.value=t.v,t.valueLabel=d.formatPieValue(t.v,v),h&&-1!==h.indexOf(\"value\")&&y.push(t.valueLabel),t.percent=t.v/a.vTotal,t.percentLabel=d.formatPiePercent(t.percent,v),h&&-1!==h.indexOf(\"percent\")&&y.push(t.percentLabel);var b=u.hoverlabel,_=b.font;i.loneHover({trace:o,x0:p-f*a.r,x1:p+f*a.r,y:m,text:y.join(\"<br>\"),name:u.hovertemplate||-1!==h.indexOf(\"name\")?u.name:void 0,idealAlign:t.pxmid[0]<0?\"left\":\"right\",color:d.castOption(b.bgcolor,t.pts)||t.color,borderColor:d.castOption(b.bordercolor,t.pts),fontFamily:d.castOption(_.family,t.pts),fontSize:d.castOption(_.size,t.pts),fontColor:d.castOption(_.color,t.pts),nameLength:d.castOption(b.namelength,t.pts),textAlign:d.castOption(b.align,t.pts),hovertemplate:d.castOption(u.hovertemplate,t.pts),hovertemplateLabels:t,eventData:[g(t,u)]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:e}),o._hasHoverLabel=!0}o._hasHoverEvent=!0,e.emit(\"plotly_hover\",{points:[g(t,u)],event:n.event})}})),t.on(\"mouseout\",(function(t){var r=e._fullLayout,a=e._fullData[o.index],s=n.select(this).datum();o._hasHoverEvent&&(t.originalEvent=n.event,e.emit(\"plotly_unhover\",{points:[g(s,a)],event:n.event}),o._hasHoverEvent=!1),o._hasHoverLabel&&(i.loneUnhover(r._hoverlayer.node()),o._hasHoverLabel=!1)})),t.on(\"click\",(function(t){var r=e._fullLayout,a=e._fullData[o.index];e._dragging||!1===r.hovermode||(e._hoverdata=[g(t,a)],i.click(e,n.event))}))}function y(t,e,r){var n=d.castOption(t.insidetextfont.color,e.pts);!n&&t._input.textfont&&(n=d.castOption(t._input.textfont.color,e.pts));var a=d.castOption(t.insidetextfont.family,e.pts)||d.castOption(t.textfont.family,e.pts)||r.family,i=d.castOption(t.insidetextfont.size,e.pts)||d.castOption(t.textfont.size,e.pts)||r.size;return{color:n||o.contrast(e.color),family:a,size:i}}function x(t,e){for(var r,n,a=0;a<t.length;a++)if((n=(r=t[a][0]).trace).title.text){var i=n.title.text;n._meta&&(i=l.templateString(i,n._meta));var o=s.tester.append(\"text\").attr(\"data-notex\",1).text(i).call(s.font,n.title.font).call(c.convertToTspans,e),u=s.bBox(o.node(),!0);r.titleBox={width:u.width,height:u.height},o.remove()}}function b(t,e,r){var n=r.r||e.rpx1,a=e.rInscribed;if(e.startangle===e.stopangle)return{rCenter:1-a,scale:0,rotate:0,textPosAngle:0};var i,o=e.ring,s=1===o&&Math.abs(e.startangle-e.stopangle)===2*Math.PI,l=e.halfangle,c=e.midangle,u=r.trace.insidetextorientation,h=\"horizontal\"===u,f=\"tangential\"===u,p=\"radial\"===u,d=\"auto\"===u,g=[];if(!d){var m,v=function(r,a){if(function(t,e){var r=t.startangle,n=t.stopangle;return r>e&&e>n||r<e&&e<n}(e,r)){var s=Math.abs(r-e.startangle),l=Math.abs(r-e.stopangle),c=s<l?s:l;(i=\"tan\"===a?w(t,n,o,c,0):_(t,n,o,c,Math.PI/2)).textPosAngle=r,g.push(i)}};if(h||f){for(m=4;m>=-4;m-=2)v(Math.PI*m,\"tan\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+1),\"tan\")}if(h||p){for(m=4;m>=-4;m-=2)v(Math.PI*(m+1.5),\"rad\");for(m=4;m>=-4;m-=2)v(Math.PI*(m+.5),\"rad\")}}if(s||d||h){var y=Math.sqrt(t.width*t.width+t.height*t.height);if((i={scale:a*n*2/y,rCenter:1-a,rotate:0}).textPosAngle=(e.startangle+e.stopangle)/2,i.scale>=1)return i;g.push(i)}(d||p)&&((i=_(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(i)),(d||f)&&((i=w(t,n,o,l,c)).textPosAngle=(e.startangle+e.stopangle)/2,g.push(i));for(var x=0,b=0,T=0;T<g.length;T++){var k=g[T].scale;if(b<k&&(b=k,x=T),!d&&b>=1)break}return g[x]}function _(t,e,r,n,a){e=Math.max(0,e-2*p);var i=t.width/t.height,o=M(i,n,e,r);return{scale:2*o/t.height,rCenter:T(i,o/e),rotate:k(a)}}function w(t,e,r,n,a){e=Math.max(0,e-2*p);var i=t.height/t.width,o=M(i,n,e,r);return{scale:2*o/t.width,rCenter:T(i,o/e),rotate:k(a+Math.PI/2)}}function T(t,e){return Math.cos(e)-t*e}function k(t){return(180/Math.PI*t+720)%180-90}function M(t,e,r,n){var a=t+1/(2*Math.tan(e));return r*Math.min(1/(Math.sqrt(a*a+.5)+a),n/(Math.sqrt(t*t+n/2)+t))}function A(t,e){return t.v!==e.vTotal||e.trace.hole?Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2):1}function S(t,e){var r=e.pxmid[0],n=e.pxmid[1],a=t.width/2,i=t.height/2;return r<0&&(a*=-1),n<0&&(i*=-1),{scale:1,rCenter:1,rotate:0,x:a+Math.abs(i)*(a>0?1:-1)/2,y:i/(1+r*r/(n*n)),outside:!0}}function E(t,e){var r,n,a,i=t.trace,o={x:t.cx,y:t.cy},s={tx:0,ty:0};s.ty+=i.title.font.size,a=L(i),-1!==i.title.position.indexOf(\"top\")?(o.y-=(1+a)*t.r,s.ty-=t.titleBox.height):-1!==i.title.position.indexOf(\"bottom\")&&(o.y+=(1+a)*t.r);var l,c,u=(l=t.r,c=t.trace.aspectratio,l/(void 0===c?1:c)),h=e.w*(i.domain.x[1]-i.domain.x[0])/2;return-1!==i.title.position.indexOf(\"left\")?(h+=u,o.x-=(1+a)*u,s.tx+=t.titleBox.width/2):-1!==i.title.position.indexOf(\"center\")?h*=2:-1!==i.title.position.indexOf(\"right\")&&(h+=u,o.x+=(1+a)*u,s.tx-=t.titleBox.width/2),r=h/t.titleBox.width,n=C(t,e)/t.titleBox.height,{x:o.x,y:o.y,scale:Math.min(r,n),tx:s.tx,ty:s.ty}}function C(t,e){var r=t.trace,n=e.h*(r.domain.y[1]-r.domain.y[0]);return Math.min(t.titleBox.height,n/2)}function L(t){var e,r=t.pull;if(!r)return 0;if(Array.isArray(r))for(r=0,e=0;e<t.pull.length;e++)t.pull[e]>r&&(r=t.pull[e]);return r}function P(t,e){for(var r=[],n=0;n<t.length;n++){var a=t[n][0],i=a.trace,o=i.domain,s=e.w*(o.x[1]-o.x[0]),l=e.h*(o.y[1]-o.y[0]);i.title.text&&\"middle center\"!==i.title.position&&(l-=C(a,e));var c=s/2,u=l/2;\"funnelarea\"!==i.type||i.scalegroup||(u/=i.aspectratio),a.r=Math.min(c,u)/(1+L(i)),a.cx=e.l+e.w*(i.domain.x[1]+i.domain.x[0])/2,a.cy=e.t+e.h*(1-i.domain.y[0])-l/2,i.title.text&&-1!==i.title.position.indexOf(\"bottom\")&&(a.cy-=C(a,e)),i.scalegroup&&-1===r.indexOf(i.scalegroup)&&r.push(i.scalegroup)}!function(t,e){for(var r,n,a,i=0;i<e.length;i++){var o=1/0,s=e[i];for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var l;if(\"pie\"===a.type)l=r.r*r.r;else if(\"funnelarea\"===a.type){var c,u;a.aspectratio>1?(c=r.r,u=c/a.aspectratio):(u=r.r,c=u*a.aspectratio),c*=(1+a.baseratio)/2,l=c*u}o=Math.min(o,l/r.vTotal)}for(n=0;n<t.length;n++)if(r=t[n][0],(a=r.trace).scalegroup===s){var h=o*r.vTotal;\"funnelarea\"===a.type&&(h/=(1+a.baseratio)/2,h/=a.aspectratio),r.r=Math.sqrt(h)}}}(t,r)}function I(t,e){return[t*Math.sin(e),-t*Math.cos(e)]}function z(t,e,r){var n=t._fullLayout,a=r.trace,i=a.texttemplate,o=a.textinfo;if(!i&&o&&\"none\"!==o){var s,c=o.split(\"+\"),u=function(t){return-1!==c.indexOf(t)},h=u(\"label\"),f=u(\"text\"),p=u(\"value\"),g=u(\"percent\"),v=n.separators;if(s=h?[e.label]:[],f){var y=d.getFirstFilled(a.text,e.pts);m(y)&&s.push(y)}p&&s.push(d.formatPieValue(e.v,v)),g&&s.push(d.formatPiePercent(e.v/r.vTotal,v)),e.text=s.join(\"<br>\")}if(i){var x=l.castOption(a,e.i,\"texttemplate\");if(x){var b=function(t){return{label:t.label,value:t.v,valueLabel:d.formatPieValue(t.v,n.separators),percent:t.v/r.vTotal,percentLabel:d.formatPiePercent(t.v/r.vTotal,n.separators),color:t.color,text:t.text,customdata:l.castOption(a,t.i,\"customdata\")}}(e),_=d.getFirstFilled(a.text,e.pts);(m(_)||\"\"===_)&&(b.text=_),e.text=l.texttemplateString(x,b,t._fullLayout._d3locale,b,a._meta||{})}else e.text=\"\"}}function O(t,e){var r=t.rotate*Math.PI/180,n=Math.cos(r),a=Math.sin(r),i=(e.left+e.right)/2,o=(e.top+e.bottom)/2;t.textX=i*n-o*a,t.textY=i*a+o*n,t.noCenter=!0}e.exports={plot:function(t,e){var r=t._fullLayout,i=r._size;f(\"pie\",r),x(e,t),P(e,i);var u=l.makeTraceGroups(r._pielayer,e,\"trace\").each((function(e){var u=n.select(this),f=e[0],p=f.trace;!function(t){var e,r,n,a=t[0],i=a.r,o=a.trace,s=o.rotation*Math.PI/180,l=2*Math.PI/a.vTotal,c=\"px0\",u=\"px1\";if(\"counterclockwise\"===o.direction){for(e=0;e<t.length&&t[e].hidden;e++);if(e===t.length)return;s+=l*t[e].v,l*=-1,c=\"px1\",u=\"px0\"}for(n=I(i,s),e=0;e<t.length;e++)(r=t[e]).hidden||(r[c]=n,r.startangle=s,s+=l*r.v/2,r.pxmid=I(i,s),r.midangle=s,s+=l*r.v/2,n=I(i,s),r.stopangle=s,r[u]=n,r.largeArc=r.v>a.vTotal/2?1:0,r.halfangle=Math.PI*Math.min(r.v/a.vTotal,.5),r.ring=1-o.hole,r.rInscribed=A(r,a))}(e),u.attr(\"stroke-linejoin\",\"round\"),u.each((function(){var g=n.select(this).selectAll(\"g.slice\").data(e);g.enter().append(\"g\").classed(\"slice\",!0),g.exit().remove();var m=[[[],[]],[[],[]]],x=!1;g.each((function(a,i){if(a.hidden)n.select(this).selectAll(\"path,g\").remove();else{a.pointNumber=a.i,a.curveNumber=p.index,m[a.pxmid[1]<0?0:1][a.pxmid[0]<0?0:1].push(a);var o=f.cx,u=f.cy,g=n.select(this),_=g.selectAll(\"path.surface\").data([a]);if(_.enter().append(\"path\").classed(\"surface\",!0).style({\"pointer-events\":\"all\"}),g.call(v,t,e),p.pull){var w=+d.castOption(p.pull,a.pts)||0;w>0&&(o+=w*a.pxmid[0],u+=w*a.pxmid[1])}a.cxFinal=o,a.cyFinal=u;var T=p.hole;if(a.v===f.vTotal){var k=\"M\"+(o+a.px0[0])+\",\"+(u+a.px0[1])+L(a.px0,a.pxmid,!0,1)+L(a.pxmid,a.px0,!0,1)+\"Z\";T?_.attr(\"d\",\"M\"+(o+T*a.px0[0])+\",\"+(u+T*a.px0[1])+L(a.px0,a.pxmid,!1,T)+L(a.pxmid,a.px0,!1,T)+\"Z\"+k):_.attr(\"d\",k)}else{var M=L(a.px0,a.px1,!0,1);if(T){var A=1-T;_.attr(\"d\",\"M\"+(o+T*a.px1[0])+\",\"+(u+T*a.px1[1])+L(a.px1,a.px0,!1,T)+\"l\"+A*a.px0[0]+\",\"+A*a.px0[1]+M+\"Z\")}else _.attr(\"d\",\"M\"+o+\",\"+u+\"l\"+a.px0[0]+\",\"+a.px0[1]+M+\"Z\")}z(t,a,f);var E=d.castOption(p.textposition,a.pts),C=g.selectAll(\"g.slicetext\").data(a.text&&\"none\"!==E?[0]:[]);C.enter().append(\"g\").classed(\"slicetext\",!0),C.exit().remove(),C.each((function(){var g=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),m=l.ensureUniformFontSize(t,\"outside\"===E?function(t,e,r){var n=d.castOption(t.outsidetextfont.color,e.pts)||d.castOption(t.textfont.color,e.pts)||r.color,a=d.castOption(t.outsidetextfont.family,e.pts)||d.castOption(t.textfont.family,e.pts)||r.family,i=d.castOption(t.outsidetextfont.size,e.pts)||d.castOption(t.textfont.size,e.pts)||r.size;return{color:n,family:a,size:i}}(p,a,r.font):y(p,a,r.font));g.text(a.text).attr({class:\"slicetext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,m).call(c.convertToTspans,t);var v,_=s.bBox(g.node());if(\"outside\"===E)v=S(_,a);else if(v=b(_,a,f),\"auto\"===E&&v.scale<1){var w=l.ensureUniformFontSize(t,p.outsidetextfont);g.call(s.font,w),v=S(_=s.bBox(g.node()),a)}var T=v.textPosAngle,k=void 0===T?a.pxmid:I(f.r,T);if(v.targetX=o+k[0]*v.rCenter+(v.x||0),v.targetY=u+k[1]*v.rCenter+(v.y||0),O(v,_),v.outside){var M=v.targetY;a.yLabelMin=M-_.height/2,a.yLabelMid=M,a.yLabelMax=M+_.height/2,a.labelExtraX=0,a.labelExtraY=0,x=!0}v.fontSize=m.size,h(p.type,v,r),e[i].transform=v,g.attr(\"transform\",l.getTextTransform(v))}))}function L(t,e,r,n){var i=n*(e[0]-t[0]),o=n*(e[1]-t[1]);return\"a\"+n*f.r+\",\"+n*f.r+\" 0 \"+a.largeArc+(r?\" 1 \":\" 0 \")+i+\",\"+o}}));var _=n.select(this).selectAll(\"g.titletext\").data(p.title.text?[0]:[]);if(_.enter().append(\"g\").classed(\"titletext\",!0),_.exit().remove(),_.each((function(){var e,r=l.ensureSingle(n.select(this),\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),a=p.title.text;p._meta&&(a=l.templateString(a,p._meta)),r.text(a).attr({class:\"titletext\",transform:\"\",\"text-anchor\":\"middle\"}).call(s.font,p.title.font).call(c.convertToTspans,t),e=\"middle center\"===p.title.position?function(t){var e=Math.sqrt(t.titleBox.width*t.titleBox.width+t.titleBox.height*t.titleBox.height);return{x:t.cx,y:t.cy,scale:t.trace.hole*t.r*2/e,tx:0,ty:-t.titleBox.height/2+t.trace.title.font.size}}(f):E(f,i),r.attr(\"transform\",\"translate(\"+e.x+\",\"+e.y+\")\"+(e.scale<1?\"scale(\"+e.scale+\")\":\"\")+\"translate(\"+e.tx+\",\"+e.ty+\")\")})),x&&function(t,e){var r,n,a,i,o,s,l,c,u,h,f,p,g;function m(t,e){return t.pxmid[1]-e.pxmid[1]}function v(t,e){return e.pxmid[1]-t.pxmid[1]}function y(t,r){r||(r={});var a,c,u,f,p=r.labelExtraY+(n?r.yLabelMax:r.yLabelMin),g=n?t.yLabelMin:t.yLabelMax,m=n?t.yLabelMax:t.yLabelMin,v=t.cyFinal+o(t.px0[1],t.px1[1]),y=p-g;if(y*l>0&&(t.labelExtraY=y),Array.isArray(e.pull))for(c=0;c<h.length;c++)(u=h[c])===t||(d.castOption(e.pull,t.pts)||0)>=(d.castOption(e.pull,u.pts)||0)||((t.pxmid[1]-u.pxmid[1])*l>0?(y=u.cyFinal+o(u.px0[1],u.px1[1])-g-t.labelExtraY)*l>0&&(t.labelExtraY+=y):(m+t.labelExtraY-v)*l>0&&(a=3*s*Math.abs(c-h.indexOf(t)),(f=u.cxFinal+i(u.px0[0],u.px1[0])+a-(t.cxFinal+t.pxmid[0])-t.labelExtraX)*s>0&&(t.labelExtraX+=f)))}for(n=0;n<2;n++)for(a=n?m:v,o=n?Math.max:Math.min,l=n?1:-1,r=0;r<2;r++){for(i=r?Math.max:Math.min,s=r?1:-1,(c=t[n][r]).sort(a),u=t[1-n][r],h=u.concat(c),p=[],f=0;f<c.length;f++)void 0!==c[f].yLabelMid&&p.push(c[f]);for(g=!1,f=0;n&&f<u.length;f++)if(void 0!==u[f].yLabelMid){g=u[f];break}for(f=0;f<p.length;f++){var x=f&&p[f-1];g&&!f&&(x=g),y(p[f],x)}}}(m,p),function(t,e){t.each((function(t){var r=n.select(this);if(t.labelExtraX||t.labelExtraY){var a=r.select(\"g.slicetext text\");t.transform.targetX+=t.labelExtraX,t.transform.targetY+=t.labelExtraY,a.attr(\"transform\",l.getTextTransform(t.transform));var i=t.cxFinal+t.pxmid[0],s=\"M\"+i+\",\"+(t.cyFinal+t.pxmid[1]),c=(t.yLabelMax-t.yLabelMin)*(t.pxmid[0]<0?-1:1)/4;if(t.labelExtraX){var u=t.labelExtraX*t.pxmid[1]/t.pxmid[0],h=t.yLabelMid+t.labelExtraY-(t.cyFinal+t.pxmid[1]);Math.abs(u)>Math.abs(h)?s+=\"l\"+h*t.pxmid[0]/t.pxmid[1]+\",\"+h+\"H\"+(i+t.labelExtraX+c):s+=\"l\"+t.labelExtraX+\",\"+u+\"v\"+(h-u)+\"h\"+c}else s+=\"V\"+(t.yLabelMid+t.labelExtraY)+\"h\"+c;l.ensureSingle(r,\"path\",\"textline\").call(o.stroke,e.outsidetextfont.color).attr({\"stroke-width\":Math.min(2,e.outsidetextfont.size/8),d:s,fill:\"none\"})}else r.select(\"path.textline\").remove()}))}(g,p),x&&p.automargin){var 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n=t(\"d3\"),a=t(\"./style_one\"),i=t(\"../bar/uniform_text\").resizeText;e.exports=function(t){var e=t._fullLayout._pielayer.selectAll(\".trace\");i(t,e,\"pie\"),e.each((function(t){var e=t[0].trace,r=n.select(this);r.style({opacity:e.opacity}),r.selectAll(\"path.surface\").each((function(t){n.select(this).call(a,t,e)}))}))}},{\"../bar/uniform_text\":907,\"./style_one\":1141,d3:169}],1141:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"./helpers\").castOption;e.exports=function(t,e,r){var i=r.marker.line,o=a(i.color,e.pts)||n.defaultLine,s=a(i.width,e.pts)||0;t.style(\"stroke-width\",s).call(n.fill,e.color).call(n.stroke,o)}},{\"../../components/color\":615,\"./helpers\":1135}],1142:[function(t,e,r){\"use strict\";var 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g=t._fullData[d].node;t._fullData[d]._viewInitial={node:{groups:g.groups.slice(),x:g.x.slice(),y:g.y.slice()}}}var _=c(t,\"source:\")+\" \",w=c(t,\"target:\")+\" \",T=c(t,\"concentration:\")+\" \",k=c(t,\"incoming flow count:\")+\" \",M=c(t,\"outgoing flow count:\")+\" \";a(t,s,e,{width:h.w,height:h.h,margin:{t:h.t,r:h.r,b:h.b,l:h.l}},{linkEvents:{hover:function(e,r,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(y.bind(0,r,a,!0)),\"skip\"!==r.link.trace.link.hoverinfo&&(r.link.fullData=r.link.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.link]})))},follow:function(e,a){if(!1!==t._fullLayout.hovermode){var s=a.link.trace.link;if(\"none\"!==s.hoverinfo&&\"skip\"!==s.hoverinfo){for(var l=[],c=0,h=0;h<a.flow.links.length;h++){var d=a.flow.links[h];if(\"closest\"!==t._fullLayout.hovermode||a.link.pointNumber===d.pointNumber){a.link.pointNumber===d.pointNumber&&(c=h),d.fullData=d.trace,s=a.link.trace.link;var g=v(d),m={valueLabel:n.format(a.valueFormat)(d.value)+a.valueSuffix};l.push({x:g[0],y:g[1],name:m.valueLabel,text:[d.label||\"\",_+d.source.label,w+d.target.label,d.concentrationscale?T+n.format(\"%0.2f\")(d.flow.labelConcentration):\"\"].filter(u).join(\"<br>\"),color:b(s,\"bgcolor\")||o.addOpacity(d.color,1),borderColor:b(s,\"bordercolor\"),fontFamily:b(s,\"font.family\"),fontSize:b(s,\"font.size\"),fontColor:b(s,\"font.color\"),nameLength:b(s,\"namelength\"),textAlign:b(s,\"align\"),idealAlign:n.event.x<g[0]?\"right\":\"left\",hovertemplate:s.hovertemplate,hovertemplateLabels:m,eventData:[d]})}}i.loneHover(l,{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t,anchorIndex:c}).each((function(){a.link.concentrationscale||f(this,.65),p(this)}))}}function v(t){var e,r;t.circular?(e=(t.circularPathData.leftInnerExtent+t.circularPathData.rightInnerExtent)/2,r=t.circularPathData.verticalFullExtent):(e=(t.source.x1+t.target.x0)/2,r=(t.y0+t.y1)/2);var n=[e,r];return\"v\"===t.trace.orientation&&n.reverse(),n[0]+=a.parent.translateX,n[1]+=a.parent.translateY,n}},unhover:function(e,a,o){!1!==t._fullLayout.hovermode&&(n.select(e).call(x.bind(0,a,o,!0)),\"skip\"!==a.link.trace.link.hoverinfo&&(a.link.fullData=a.link.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[a.link]})),i.loneUnhover(r._hoverlayer.node()))},select:function(e,r){var a=r.link;a.originalEvent=n.event,t._hoverdata=[a],i.click(t,{target:!0})}},nodeEvents:{hover:function(e,r,a){!1!==t._fullLayout.hovermode&&(n.select(e).call(m,r,a),\"skip\"!==r.node.trace.node.hoverinfo&&(r.node.fullData=r.node.trace,t.emit(\"plotly_hover\",{event:n.event,points:[r.node]})))},follow:function(e,a){if(!1!==t._fullLayout.hovermode){var o=a.node.trace.node;if(\"none\"!==o.hoverinfo&&\"skip\"!==o.hoverinfo){var s=n.select(e).select(\".\"+l.nodeRect),c=t._fullLayout._paperdiv.node().getBoundingClientRect(),h=s.node().getBoundingClientRect(),d=h.left-2-c.left,g=h.right+2-c.left,m=h.top+h.height/4-c.top,v={valueLabel:n.format(a.valueFormat)(a.node.value)+a.valueSuffix};a.node.fullData=a.node.trace;var y=i.loneHover({x0:d,x1:g,y:m,name:n.format(a.valueFormat)(a.node.value)+a.valueSuffix,text:[a.node.label,k+a.node.targetLinks.length,M+a.node.sourceLinks.length].filter(u).join(\"<br>\"),color:b(o,\"bgcolor\")||a.tinyColorHue,borderColor:b(o,\"bordercolor\"),fontFamily:b(o,\"font.family\"),fontSize:b(o,\"font.size\"),fontColor:b(o,\"font.color\"),nameLength:b(o,\"namelength\"),textAlign:b(o,\"align\"),idealAlign:\"left\",hovertemplate:o.hovertemplate,hovertemplateLabels:v,eventData:[a.node]},{container:r._hoverlayer.node(),outerContainer:r._paper.node(),gd:t});f(y,.85),p(y)}}},unhover:function(e,a,o){!1!==t._fullLayout.hovermode&&(n.select(e).call(v,a,o),\"skip\"!==a.node.trace.node.hoverinfo&&(a.node.fullData=a.node.trace,t.emit(\"plotly_unhover\",{event:n.event,points:[a.node]})),i.loneUnhover(r._hoverlayer.node()))},select:function(e,r,a){var o=r.node;o.originalEvent=n.event,t._hoverdata=[o],n.select(e).call(v,r,a),i.click(t,{target:!0})}}})}},{\"../../components/color\":615,\"../../components/fx\":655,\"../../lib\":749,\"./constants\":1149,\"./render\":1153,d3:169}],1153:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"d3\"),i=t(\"tinycolor2\"),o=t(\"../../components/color\"),s=t(\"../../components/drawing\"),l=t(\"@plotly/d3-sankey\"),c=t(\"@plotly/d3-sankey-circular\"),u=t(\"d3-force\"),h=t(\"../../lib\"),f=t(\"../../lib/gup\"),p=f.keyFun,d=f.repeat,g=f.unwrap,m=t(\"d3-interpolate\").interpolateNumber,v=t(\"../../registry\");function y(t,e,r){var a,o=g(e),s=o.trace,u=s.domain,f=\"h\"===s.orientation,p=s.node.pad,d=s.node.thickness,m=t.width*(u.x[1]-u.x[0]),v=t.height*(u.y[1]-u.y[0]),y=o._nodes,x=o._links,b=o.circular;(a=b?c.sankeyCircular().circularLinkGap(0):l.sankey()).iterations(n.sankeyIterations).size(f?[m,v]:[v,m]).nodeWidth(d).nodePadding(p).nodeId((function(t){return t.pointNumber})).nodes(y).links(x);var _,w,T,k=a();for(var M in a.nodePadding()<p&&h.warn(\"node.pad was reduced to \",a.nodePadding(),\" to fit within the figure.\"),o._groupLookup){var A,S=parseInt(o._groupLookup[M]);for(_=0;_<k.nodes.length;_++)if(k.nodes[_].pointNumber===S){A=k.nodes[_];break}if(A){var E={pointNumber:parseInt(M),x0:A.x0,x1:A.x1,y0:A.y0,y1:A.y1,partOfGroup:!0,sourceLinks:[],targetLinks:[]};k.nodes.unshift(E),A.childrenNodes.unshift(E)}}if(function(){for(_=0;_<k.nodes.length;_++){var t,e,r=k.nodes[_],n={};for(w=0;w<r.targetLinks.length;w++)t=(e=r.targetLinks[w]).source.pointNumber+\":\"+e.target.pointNumber,n.hasOwnProperty(t)||(n[t]=[]),n[t].push(e);var a=Object.keys(n);for(w=0;w<a.length;w++){var o=n[t=a[w]],s=0,l={};for(T=0;T<o.length;T++)l[(e=o[T]).label]||(l[e.label]=0),l[e.label]+=e.value,s+=e.value;for(T=0;T<o.length;T++)(e=o[T]).flow={value:s,labelConcentration:l[e.label]/s,concentration:e.value/s,links:o},e.concentrationscale&&(e.color=i(e.concentrationscale(e.flow.labelConcentration)))}var c=0;for(w=0;w<r.sourceLinks.length;w++)c+=r.sourceLinks[w].value;for(w=0;w<r.sourceLinks.length;w++)(e=r.sourceLinks[w]).concentrationOut=e.value/c;var u=0;for(w=0;w<r.targetLinks.length;w++)u+=r.targetLinks[w].value;for(w=0;w<r.targetLinks.length;w++)(e=r.targetLinks[w]).concenrationIn=e.value/u}}(),s.node.x.length&&s.node.y.length){for(_=0;_<Math.min(s.node.x.length,s.node.y.length,k.nodes.length);_++)if(s.node.x[_]&&s.node.y[_]){var C=[s.node.x[_]*m,s.node.y[_]*v];k.nodes[_].x0=C[0]-d/2,k.nodes[_].x1=C[0]+d/2;var L=k.nodes[_].y1-k.nodes[_].y0;k.nodes[_].y0=C[1]-L/2,k.nodes[_].y1=C[1]+L/2}if(\"snap\"===s.arrangement)!function(t){t.forEach((function(t){var e,r,n,a=0,i=t.length;for(t.sort((function(t,e){return t.y0-e.y0})),n=0;n<i;++n)(e=t[n]).y0>=a||(r=a-e.y0)>1e-6&&(e.y0+=r,e.y1+=r),a=e.y1+p}))}(function(t){var e,r,n=t.map((function(t,e){return{x0:t.x0,index:e}})).sort((function(t,e){return t.x0-e.x0})),a=[],i=-1,o=-1/0;for(_=0;_<n.length;_++){var s=t[n[_].index];s.x0>o+d&&(i+=1,e=s.x0),o=s.x0,a[i]||(a[i]=[]),a[i].push(s),r=e-s.x0,s.x0+=r,s.x1+=r}return a}(y=k.nodes));a.update(k)}return{circular:b,key:r,trace:s,guid:h.randstr(),horizontal:f,width:m,height:v,nodePad:s.node.pad,nodeLineColor:s.node.line.color,nodeLineWidth:s.node.line.width,linkLineColor:s.link.line.color,linkLineWidth:s.link.line.width,valueFormat:s.valueformat,valueSuffix:s.valuesuffix,textFont:s.textfont,translateX:u.x[0]*t.width+t.margin.l,translateY:t.height-u.y[1]*t.height+t.margin.t,dragParallel:f?v:m,dragPerpendicular:f?m:v,arrangement:s.arrangement,sankey:a,graph:k,forceLayouts:{},interactionState:{dragInProgress:!1,hovered:!1}}}function x(t,e,r){var n=i(e.color),a=e.source.label+\"|\"+e.target.label+\"__\"+r;return e.trace=t.trace,e.curveNumber=t.trace.index,{circular:t.circular,key:a,traceId:t.key,pointNumber:e.pointNumber,link:e,tinyColorHue:o.tinyRGB(n),tinyColorAlpha:n.getAlpha(),linkPath:b,linkLineColor:t.linkLineColor,linkLineWidth:t.linkLineWidth,valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,parent:t,interactionState:t.interactionState,flow:e.flow}}function b(){return function(t){if(t.link.circular)return e=t.link,r=e.width/2,n=e.circularPathData,\"top\"===e.circularLinkType?\"M \"+n.targetX+\" \"+(n.targetY+r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 1 \"+(n.rightFullExtent-r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 1 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 0 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY-n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 0 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY-n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"L\"+n.targetX+\" \"+(n.targetY-r)+\"Z\":\"M \"+n.targetX+\" \"+(n.targetY-r)+\" L\"+n.rightInnerExtent+\" \"+(n.targetY-r)+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightSmallArcRadius+r)+\" 0 0 0 \"+(n.rightFullExtent-r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"L\"+(n.rightFullExtent-r)+\" \"+n.verticalRightInnerExtent+\"A\"+(n.rightLargeArcRadius+r)+\" \"+(n.rightLargeArcRadius+r)+\" 0 0 0 \"+n.rightInnerExtent+\" \"+(n.verticalFullExtent+r)+\"L\"+n.leftInnerExtent+\" \"+(n.verticalFullExtent+r)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftLargeArcRadius+r)+\" 0 0 0 \"+(n.leftFullExtent+r)+\" \"+n.verticalLeftInnerExtent+\"L\"+(n.leftFullExtent+r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"A\"+(n.leftLargeArcRadius+r)+\" \"+(n.leftSmallArcRadius+r)+\" 0 0 0 \"+n.leftInnerExtent+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY-r)+\"L\"+n.sourceX+\" \"+(n.sourceY+r)+\"L\"+n.leftInnerExtent+\" \"+(n.sourceY+r)+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftSmallArcRadius-r)+\" 0 0 1 \"+(n.leftFullExtent-r)+\" \"+(n.sourceY+n.leftSmallArcRadius)+\"L\"+(n.leftFullExtent-r)+\" \"+n.verticalLeftInnerExtent+\"A\"+(n.leftLargeArcRadius-r)+\" \"+(n.leftLargeArcRadius-r)+\" 0 0 1 \"+n.leftInnerExtent+\" \"+(n.verticalFullExtent-r)+\"L\"+n.rightInnerExtent+\" \"+(n.verticalFullExtent-r)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightLargeArcRadius-r)+\" 0 0 1 \"+(n.rightFullExtent+r)+\" \"+n.verticalRightInnerExtent+\"L\"+(n.rightFullExtent+r)+\" \"+(n.targetY+n.rightSmallArcRadius)+\"A\"+(n.rightLargeArcRadius-r)+\" \"+(n.rightSmallArcRadius-r)+\" 0 0 1 \"+n.rightInnerExtent+\" \"+(n.targetY+r)+\"L\"+n.targetX+\" \"+(n.targetY+r)+\"Z\";var e,r,n,a=t.link.source.x1,i=t.link.target.x0,o=m(a,i),s=o(.5),l=o(.5),c=t.link.y0-t.link.width/2,u=t.link.y0+t.link.width/2,h=t.link.y1-t.link.width/2,f=t.link.y1+t.link.width/2;return\"M\"+a+\",\"+c+\"C\"+s+\",\"+c+\" \"+l+\",\"+h+\" \"+i+\",\"+h+\"L\"+i+\",\"+f+\"C\"+l+\",\"+f+\" \"+s+\",\"+u+\" \"+a+\",\"+u+\"Z\"}}function _(t,e){var r=i(e.color),a=n.nodePadAcross,s=t.nodePad/2;e.dx=e.x1-e.x0,e.dy=e.y1-e.y0;var l=e.dx,c=Math.max(.5,e.dy),u=\"node_\"+e.pointNumber;return e.group&&(u=h.randstr()),e.trace=t.trace,e.curveNumber=t.trace.index,{index:e.pointNumber,key:u,partOfGroup:e.partOfGroup||!1,group:e.group,traceId:t.key,trace:t.trace,node:e,nodePad:t.nodePad,nodeLineColor:t.nodeLineColor,nodeLineWidth:t.nodeLineWidth,textFont:t.textFont,size:t.horizontal?t.height:t.width,visibleWidth:Math.ceil(l),visibleHeight:c,zoneX:-a,zoneY:-s,zoneWidth:l+2*a,zoneHeight:c+2*s,labelY:t.horizontal?e.dy/2+1:e.dx/2+1,left:1===e.originalLayer,sizeAcross:t.width,forceLayouts:t.forceLayouts,horizontal:t.horizontal,darkBackground:r.getBrightness()<=128,tinyColorHue:o.tinyRGB(r),tinyColorAlpha:r.getAlpha(),valueFormat:t.valueFormat,valueSuffix:t.valueSuffix,sankey:t.sankey,graph:t.graph,arrangement:t.arrangement,uniqueNodeLabelPathId:[t.guid,t.key,u].join(\"_\"),interactionState:t.interactionState,figure:t}}function w(t){t.attr(\"transform\",(function(t){return\"translate(\"+t.node.x0.toFixed(3)+\", \"+t.node.y0.toFixed(3)+\")\"}))}function T(t){t.call(w)}function k(t,e){t.call(T),e.attr(\"d\",b())}function M(t){t.attr(\"width\",(function(t){return t.node.x1-t.node.x0})).attr(\"height\",(function(t){return t.visibleHeight}))}function A(t){return t.link.width>1||t.linkLineWidth>0}function S(t){return\"translate(\"+t.translateX+\",\"+t.translateY+\")\"+(t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\")}function E(t){return\"translate(\"+(t.horizontal?0:t.labelY)+\" \"+(t.horizontal?t.labelY:0)+\")\"}function C(t){return a.svg.line()([[t.horizontal?t.left?-t.sizeAcross:t.visibleWidth+n.nodeTextOffsetHorizontal:n.nodeTextOffsetHorizontal,0],[t.horizontal?t.left?-n.nodeTextOffsetHorizontal:t.sizeAcross:t.visibleHeight-n.nodeTextOffsetHorizontal,0]])}function L(t){return t.horizontal?\"matrix(1 0 0 1 0 0)\":\"matrix(0 1 1 0 0 0)\"}function P(t){return t.horizontal?\"scale(1 1)\":\"scale(-1 1)\"}function I(t){return t.darkBackground&&!t.horizontal?\"rgb(255,255,255)\":\"rgb(0,0,0)\"}function z(t){return t.horizontal&&t.left?\"100%\":\"0%\"}function O(t,e,r){t.on(\".basic\",null).on(\"mouseover.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.hover(this,t,e),t.interactionState.hovered=[this,t])})).on(\"mousemove.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.follow(this,t),t.interactionState.hovered=[this,t])})).on(\"mouseout.basic\",(function(t){t.interactionState.dragInProgress||t.partOfGroup||(r.unhover(this,t,e),t.interactionState.hovered=!1)})).on(\"click.basic\",(function(t){t.interactionState.hovered&&(r.unhover(this,t,e),t.interactionState.hovered=!1),t.interactionState.dragInProgress||t.partOfGroup||r.select(this,t,e)}))}function D(t,e,r,i){var o=a.behavior.drag().origin((function(t){return{x:t.node.x0+t.visibleWidth/2,y:t.node.y0+t.visibleHeight/2}})).on(\"dragstart\",(function(a){if(\"fixed\"!==a.arrangement&&(h.ensureSingle(i._fullLayout._infolayer,\"g\",\"dragcover\",(function(t){i._fullLayout._dragCover=t})),h.raiseToTop(this),a.interactionState.dragInProgress=a.node,F(a.node),a.interactionState.hovered&&(r.nodeEvents.unhover.apply(0,a.interactionState.hovered),a.interactionState.hovered=!1),\"snap\"===a.arrangement)){var o=a.traceId+\"|\"+a.key;a.forceLayouts[o]?a.forceLayouts[o].alpha(1):function(t,e,r,a){!function(t){for(var e=0;e<t.length;e++)t[e].y=(t[e].y0+t[e].y1)/2,t[e].x=(t[e].x0+t[e].x1)/2}(r.graph.nodes);var i=r.graph.nodes.filter((function(t){return t.originalX===r.node.originalX})).filter((function(t){return!t.partOfGroup}));r.forceLayouts[e]=u.forceSimulation(i).alphaDecay(0).force(\"collide\",u.forceCollide().radius((function(t){return 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d=t.opacity;if(t.marker&&t.marker.opacity&&(d*=t.marker.opacity),r={gl:this.scene.glplot.gl,position:p.position,color:p.scatterColor,size:p.scatterSize,glyph:p.scatterMarker,opacity:d,orthographic:!0,lineWidth:p.scatterLineWidth,lineColor:p.scatterLineColor,project:p.project,projectScale:p.projectScale,projectOpacity:p.projectOpacity},-1!==this.mode.indexOf(\"markers\")?this.scatterPlot?this.scatterPlot.update(r):(this.scatterPlot=a(r),this.scatterPlot._trace=this,this.scatterPlot.highlightScale=1,this.scene.glplot.add(this.scatterPlot)):this.scatterPlot&&(this.scene.glplot.remove(this.scatterPlot),this.scatterPlot.dispose(),this.scatterPlot=null),c={gl:this.scene.glplot.gl,position:p.position,glyph:p.text,color:p.textColor,size:p.textSize,angle:p.textAngle,alignment:p.textOffset,font:p.textFont,orthographic:!0,lineWidth:0,project:!1,opacity:t.opacity},this.textLabels=t.hovertext||t.text,-1!==this.mode.indexOf(\"text\")?this.textMarkers?this.textMarkers.update(c):(this.textMarkers=a(c),this.textMarkers._trace=this,this.textMarkers.highlightScale=1,this.scene.glplot.add(this.textMarkers)):this.textMarkers&&(this.scene.glplot.remove(this.textMarkers),this.textMarkers.dispose(),this.textMarkers=null),l={gl:this.scene.glplot.gl,position:p.position,color:p.errorColor,error:p.errorBounds,lineWidth:p.errorLineWidth,capSize:p.errorCapSize,opacity:t.opacity},this.errorBars?p.errorBounds?this.errorBars.update(l):(this.scene.glplot.remove(this.errorBars),this.errorBars.dispose(),this.errorBars=null):p.errorBounds&&(this.errorBars=i(l),this.errorBars._trace=this,this.scene.glplot.add(this.errorBars)),p.delaunayAxis>=0){var g=function(t,e,r){var n,a=(r+1)%3,i=(r+2)%3,o=[],l=[];for(n=0;n<t.length;++n){var c=t[n];!isNaN(c[a])&&isFinite(c[a])&&!isNaN(c[i])&&isFinite(c[i])&&(o.push([c[a],c[i]]),l.push(n))}var u=s(o);for(n=0;n<u.length;++n)for(var h=u[n],f=0;f<h.length;++f)h[f]=l[h[f]];return{positions:t,cells:u,meshColor:e}}(p.position,p.delaunayColor,p.delaunayAxis);g.opacity=t.opacity,this.delaunayMesh?this.delaunayMesh.update(g):(g.gl=u,this.delaunayMesh=o(g),this.delaunayMesh._trace=this,this.scene.glplot.add(this.delaunayMesh))}else 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r.update(e),r}},{\"../../components/fx/helpers\":651,\"../../constants/gl3d_dashes\":721,\"../../constants/gl3d_markers\":722,\"../../lib\":749,\"../../lib/gl_format_color\":745,\"../../lib/str2rgbarray\":772,\"../../plots/cartesian/axes\":798,\"../scatter/make_bubble_size_func\":1173,\"./calc_errors\":1186,\"delaunay-triangulate\":171,\"gl-error3d\":264,\"gl-line3d\":271,\"gl-mesh3d\":292,\"gl-scatter3d\":308}],1188:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/text_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function h(r,n){return a.coerce(t,e,c,r,n)}if(function(t,e,r,a){var i=0,o=r(\"x\"),s=r(\"y\"),l=r(\"z\");n.getComponentMethod(\"calendars\",\"handleTraceDefaults\")(t,e,[\"x\",\"y\",\"z\"],a),o&&s&&l&&(i=Math.min(o.length,s.length,l.length),e._length=e._xlength=e._ylength=e._zlength=i);return i}(t,e,h,u)){h(\"text\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),i.hasLines(e)&&(h(\"connectgaps\"),s(t,e,r,u,h)),i.hasMarkers(e)&&o(t,e,r,u,h,{noSelect:!0}),i.hasText(e)&&(h(\"texttemplate\"),l(t,e,u,h,{noSelect:!0}));var f=(e.line||{}).color,p=(e.marker||{}).color;h(\"surfaceaxis\")>=0&&h(\"surfacecolor\",f||p);for(var d=[\"x\",\"y\",\"z\"],g=0;g<3;++g){var m=\"projection.\"+d[g];h(m+\".show\")&&(h(m+\".opacity\"),h(m+\".scale\"))}var v=n.getComponentMethod(\"errorbars\",\"supplyDefaults\");v(t,e,f||p||r,{axis:\"z\"}),v(t,e,f||p||r,{axis:\"y\",inherit:\"z\"}),v(t,e,f||p||r,{axis:\"x\",inherit:\"z\"})}else e.visible=!1}},{\"../../lib\":749,\"../../registry\":881,\"../scatter/line_defaults\":1169,\"../scatter/marker_defaults\":1175,\"../scatter/subtypes\":1181,\"../scatter/text_defaults\":1182,\"./attributes\":1184}],1189:[function(t,e,r){\"use 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n=t(\"../scatter/attributes\"),a=t(\"../../plots/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/template_attributes\").texttemplateAttrs,s=t(\"../../components/colorscale/attributes\"),l=t(\"../../lib/extend\").extendFlat,c=n.marker,u=n.line,h=c.line;e.exports={carpet:{valType:\"string\",editType:\"calc\"},a:{valType:\"data_array\",editType:\"calc\"},b:{valType:\"data_array\",editType:\"calc\"},mode:l({},n.mode,{dflt:\"markers\"}),text:l({},n.text,{}),texttemplate:o({editType:\"plot\"},{keys:[\"a\",\"b\",\"text\"]}),hovertext:l({},n.hovertext,{}),line:{color:u.color,width:u.width,dash:u.dash,shape:l({},u.shape,{values:[\"linear\",\"spline\"]}),smoothing:u.smoothing,editType:\"calc\"},connectgaps:n.connectgaps,fill:l({},n.fill,{values:[\"none\",\"toself\",\"tonext\"],dflt:\"none\"}),fillcolor:n.fillcolor,marker:l({symbol:c.symbol,opacity:c.opacity,maxdisplayed:c.maxdisplayed,size:c.size,sizeref:c.sizeref,sizemin:c.sizemin,sizemode:c.sizemode,line:l({width:h.width,editType:\"calc\"},s(\"marker.line\")),gradient:c.gradient,editType:\"calc\"},s(\"marker\")),textfont:n.textfont,textposition:n.textposition,selected:n.selected,unselected:n.unselected,hoverinfo:l({},a.hoverinfo,{flags:[\"a\",\"b\",\"text\",\"name\"]}),hoveron:n.hoveron,hovertemplate:i()}},{\"../../components/colorscale/attributes\":622,\"../../lib/extend\":739,\"../../plots/attributes\":794,\"../../plots/template_attributes\":876,\"../scatter/attributes\":1156}],1191:[function(t,e,r){\"use 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n=t(\"../../lib\"),a=t(\"../scatter/constants\"),i=t(\"../scatter/subtypes\"),o=t(\"../scatter/marker_defaults\"),s=t(\"../scatter/line_defaults\"),l=t(\"../scatter/line_shape_defaults\"),c=t(\"../scatter/text_defaults\"),u=t(\"../scatter/fillcolor_defaults\"),h=t(\"./attributes\");e.exports=function(t,e,r,f){function p(r,a){return n.coerce(t,e,h,r,a)}p(\"carpet\"),e.xaxis=\"x\",e.yaxis=\"y\";var d=p(\"a\"),g=p(\"b\"),m=Math.min(d.length,g.length);if(m){e._length=m,p(\"text\"),p(\"texttemplate\"),p(\"hovertext\"),p(\"mode\",m<a.PTS_LINESONLY?\"lines+markers\":\"lines\"),i.hasLines(e)&&(s(t,e,r,f,p),l(t,e,p),p(\"connectgaps\")),i.hasMarkers(e)&&o(t,e,r,f,p,{gradient:!0}),i.hasText(e)&&c(t,e,f,p);var v=[];(i.hasMarkers(e)||i.hasText(e))&&(p(\"marker.maxdisplayed\"),v.push(\"points\")),p(\"fill\"),\"none\"!==e.fill&&(u(t,e,r,p),i.hasLines(e)||l(t,e,p)),\"tonext\"!==e.fill&&\"toself\"!==e.fill||v.push(\"fills\"),\"fills\"!==p(\"hoveron\",v.join(\"+\")||\"points\")&&p(\"hovertemplate\"),n.coerceSelectionMarkerOpacity(e,p)}else e.visible=!1}},{\"../../lib\":749,\"../scatter/constants\":1160,\"../scatter/fillcolor_defaults\":1164,\"../scatter/line_defaults\":1169,\"../scatter/line_shape_defaults\":1171,\"../scatter/marker_defaults\":1175,\"../scatter/subtypes\":1181,\"../scatter/text_defaults\":1182,\"./attributes\":1190}],1193:[function(t,e,r){\"use strict\";e.exports=function(t,e,r,n,a){var i=n[a];return t.a=i.a,t.b=i.b,t.y=i.y,t}},{}],1194:[function(t,e,r){\"use strict\";e.exports=function(t,e){var r={},n=e._carpet,a=n.ab2ij([t.a,t.b]),i=Math.floor(a[0]),o=a[0]-i,s=Math.floor(a[1]),l=a[1]-s,c=n.evalxy([],i,s,o,l);return r.yLabel=c[1].toFixed(3),r}},{}],1195:[function(t,e,r){\"use 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n=t(\"../../lib\"),a=t(\"../../registry\"),i=t(\"./helpers\"),o=t(\"./attributes\"),s=t(\"../scatter/constants\"),l=t(\"../scatter/subtypes\"),c=t(\"../scatter/xy_defaults\"),u=t(\"../scatter/period_defaults\"),h=t(\"../scatter/marker_defaults\"),f=t(\"../scatter/line_defaults\"),p=t(\"../scatter/fillcolor_defaults\"),d=t(\"../scatter/text_defaults\");e.exports=function(t,e,r,g){function m(r,a){return n.coerce(t,e,o,r,a)}var v=!!t.marker&&i.isOpenSymbol(t.marker.symbol),y=l.isBubble(t),x=c(t,e,g,m);if(x){u(t,e,g,m);var b=x<s.PTS_LINESONLY?\"lines+markers\":\"lines\";m(\"text\"),m(\"hovertext\"),m(\"hovertemplate\"),m(\"mode\",b),l.hasLines(e)&&(m(\"connectgaps\"),f(t,e,r,g,m),m(\"line.shape\")),l.hasMarkers(e)&&(h(t,e,r,g,m),m(\"marker.line.width\",v||y?1:0)),l.hasText(e)&&(m(\"texttemplate\"),d(t,e,g,m));var _=(e.line||{}).color,w=(e.marker||{}).color;m(\"fill\"),\"none\"!==e.fill&&p(t,e,r,m);var T=a.getComponentMethod(\"errorbars\",\"supplyDefaults\");T(t,e,_||w||r,{axis:\"y\"}),T(t,e,_||w||r,{axis:\"x\",inherit:\"y\"}),n.coerceSelectionMarkerOpacity(e,m)}else e.visible=!1}},{\"../../lib\":749,\"../../registry\":881,\"../scatter/constants\":1160,\"../scatter/fillcolor_defaults\":1164,\"../scatter/line_defaults\":1169,\"../scatter/marker_defaults\":1175,\"../scatter/period_defaults\":1176,\"../scatter/subtypes\":1181,\"../scatter/text_defaults\":1182,\"../scatter/xy_defaults\":1183,\"./attributes\":1208,\"./helpers\":1215}],1213:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../../components/color\"),i=t(\"../../constants/interactions\").DESELECTDIM;e.exports={styleTextSelection:function(t){var e,r,o=t[0],s=o.trace,l=o.t,c=l._scene,u=l.index,h=c.selectBatch[u],f=c.unselectBatch[u],p=c.textOptions[u],d=c.textSelectedOptions[u]||{},g=c.textUnselectedOptions[u]||{},m=n.extendFlat({},p);if(h.length||f.length){var v=d.color,y=g.color,x=p.color,b=Array.isArray(x);for(m.color=new Array(s._length),e=0;e<h.length;e++)r=h[e],m.color[r]=v||(b?x[r]:x);for(e=0;e<f.length;e++){r=f[e];var _=b?x[r]:x;m.color[r]=y||(v?_:a.addOpacity(_,i))}}c.glText[u].update(m)}}},{\"../../components/color\":615,\"../../constants/interactions\":723,\"../../lib\":749}],1214:[function(t,e,r){\"use strict\";var n=t(\"../scatter/format_labels\");e.exports=function(t,e,r){var a=t.i;return\"x\"in t||(t.x=e._x[a]),\"y\"in t||(t.y=e._y[a]),n(t,e,r)}},{\"../scatter/format_labels\":1165}],1215:[function(t,e,r){\"use strict\";var n=t(\"./constants\");r.isOpenSymbol=function(t){return\"string\"==typeof t?n.OPEN_RE.test(t):t%200>100},r.isDotSymbol=function(t){return\"string\"==typeof t?n.DOT_RE.test(t):t>200}},{\"./constants\":1210}],1216:[function(t,e,r){\"use strict\";var n=t(\"../../registry\"),a=t(\"../../lib\"),i=t(\"../scatter/get_trace_color\");function o(t,e,r,o){var s=t.xa,l=t.ya,c=t.distance,u=t.dxy,h=t.index,f={pointNumber:h,x:e[h],y:r[h]};f.tx=Array.isArray(o.text)?o.text[h]:o.text,f.htx=Array.isArray(o.hovertext)?o.hovertext[h]:o.hovertext,f.data=Array.isArray(o.customdata)?o.customdata[h]:o.customdata,f.tp=Array.isArray(o.textposition)?o.textposition[h]:o.textposition;var p=o.textfont;p&&(f.ts=a.isArrayOrTypedArray(p.size)?p.size[h]:p.size,f.tc=Array.isArray(p.color)?p.color[h]:p.color,f.tf=Array.isArray(p.family)?p.family[h]:p.family);var d=o.marker;d&&(f.ms=a.isArrayOrTypedArray(d.size)?d.size[h]:d.size,f.mo=a.isArrayOrTypedArray(d.opacity)?d.opacity[h]:d.opacity,f.mx=a.isArrayOrTypedArray(d.symbol)?d.symbol[h]:d.symbol,f.mc=a.isArrayOrTypedArray(d.color)?d.color[h]:d.color);var g=d&&d.line;g&&(f.mlc=Array.isArray(g.color)?g.color[h]:g.color,f.mlw=a.isArrayOrTypedArray(g.width)?g.width[h]:g.width);var m=d&&d.gradient;m&&\"none\"!==m.type&&(f.mgt=Array.isArray(m.type)?m.type[h]:m.type,f.mgc=Array.isArray(m.color)?m.color[h]:m.color);var v=s.c2p(f.x,!0),y=l.c2p(f.y,!0),x=f.mrc||1,b=o.hoverlabel;b&&(f.hbg=Array.isArray(b.bgcolor)?b.bgcolor[h]:b.bgcolor,f.hbc=Array.isArray(b.bordercolor)?b.bordercolor[h]:b.bordercolor,f.hts=a.isArrayOrTypedArray(b.font.size)?b.font.size[h]:b.font.size,f.htc=Array.isArray(b.font.color)?b.font.color[h]:b.font.color,f.htf=Array.isArray(b.font.family)?b.font.family[h]:b.font.family,f.hnl=a.isArrayOrTypedArray(b.namelength)?b.namelength[h]:b.namelength);var _=o.hoverinfo;_&&(f.hi=Array.isArray(_)?_[h]:_);var w=o.hovertemplate;w&&(f.ht=Array.isArray(w)?w[h]:w);var T={};T[t.index]=f;var k=o._origX,M=o._origY,A=a.extendFlat({},t,{color:i(o,f),x0:v-x,x1:v+x,xLabelVal:k?k[h]:f.x,y0:y-x,y1:y+x,yLabelVal:M?M[h]:f.y,cd:T,distance:c,spikeDistance:u,hovertemplate:f.ht});return f.htx?A.text=f.htx:f.tx?A.text=f.tx:o.text&&(A.text=o.text),a.fillText(f,o,A),n.getComponentMethod(\"errorbars\",\"hoverInfo\")(f,o,A),A}e.exports={hoverPoints:function(t,e,r,n){var a,i,s,l,c,u,h,f,p,d=t.cd,g=d[0].t,m=d[0].trace,v=t.xa,y=t.ya,x=g.x,b=g.y,_=v.c2p(e),w=y.c2p(r),T=t.distance;if(g.tree){var k=v.p2c(_-T),M=v.p2c(_+T),A=y.p2c(w-T),S=y.p2c(w+T);a=\"x\"===n?g.tree.range(Math.min(k,M),Math.min(y._rl[0],y._rl[1]),Math.max(k,M),Math.max(y._rl[0],y._rl[1])):g.tree.range(Math.min(k,M),Math.min(A,S),Math.max(k,M),Math.max(A,S))}else a=g.ids;var E=T;if(\"x\"===n)for(c=0;c<a.length;c++)s=x[a[c]],(u=Math.abs(v.c2p(s)-_))<E&&(E=u,h=y.c2p(b[a[c]])-w,p=Math.sqrt(u*u+h*h),i=a[c]);else for(c=a.length-1;c>-1;c--)s=x[a[c]],l=b[a[c]],u=v.c2p(s)-_,h=y.c2p(l)-w,(f=Math.sqrt(u*u+h*h))<E&&(E=p=f,i=a[c]);return t.index=i,t.distance=E,t.dxy=p,void 0===i?[t]:[o(t,x,b,m)]},calcHover:o}},{\"../../lib\":749,\"../../registry\":881,\"../scatter/get_trace_color\":1166}],1217:[function(t,e,r){\"use strict\";var n=t(\"./hover\");e.exports={moduleType:\"trace\",name:\"scattergl\",basePlotModule:t(\"../../plots/cartesian\"),categories:[\"gl\",\"regl\",\"cartesian\",\"symbols\",\"errorBarsOK\",\"showLegend\",\"scatter-like\"],attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),crossTraceDefaults:t(\"../scatter/cross_trace_defaults\"),colorbar:t(\"../scatter/marker_colorbar\"),formatLabels:t(\"./format_labels\"),calc:t(\"./calc\"),plot:t(\"./plot\"),hoverPoints:n.hoverPoints,selectPoints:t(\"./select\"),meta:{}}},{\"../../plots/cartesian\":811,\"../scatter/cross_trace_defaults\":1162,\"../scatter/marker_colorbar\":1174,\"./attributes\":1208,\"./calc\":1209,\"./defaults\":1212,\"./format_labels\":1214,\"./hover\":1216,\"./plot\":1218,\"./select\":1220}],1218:[function(t,e,r){\"use strict\";var n=t(\"regl-scatter2d\"),a=t(\"regl-line2d\"),i=t(\"regl-error2d\"),o=t(\"gl-text\"),s=t(\"../../lib\"),l=t(\"../../components/dragelement/helpers\").selectMode,c=t(\"../../lib/prepare_regl\"),u=t(\"../scatter/subtypes\"),h=t(\"../scatter/link_traces\"),f=t(\"./edit_style\").styleTextSelection;function p(t,e,r){var n=t._size,a=t.width,i=t.height;return[n.l+e.domain[0]*n.w,n.b+r.domain[0]*n.h,a-n.r-(1-e.domain[1])*n.w,i-n.t-(1-r.domain[1])*n.h]}e.exports=function(t,e,r){if(r.length){var d,g,m=t._fullLayout,v=e._scene,y=e.xaxis,x=e.yaxis;if(v)if(c(t,[\"ANGLE_instanced_arrays\",\"OES_element_index_uint\"])){var b=v.count,_=m._glcanvas.data()[0].regl;if(h(t,e,r),v.dirty){if(!0===v.error2d&&(v.error2d=i(_)),!0===v.line2d&&(v.line2d=a(_)),!0===v.scatter2d&&(v.scatter2d=n(_,{constPointSize:!0})),!0===v.fill2d&&(v.fill2d=a(_)),!0===v.glText)for(v.glText=new Array(b),d=0;d<b;d++)v.glText[d]=new o(_);if(v.glText){if(b>v.glText.length){var w=b-v.glText.length;for(d=0;d<w;d++)v.glText.push(new 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Array(b);for(d=0;d<b;d++)j[d]=v.selectBatch[d].length||v.unselectBatch[d].length?v.markerUnselectedOptions[d]:{};v.scatter2d.update(j)}v.select2d&&(v.select2d.update(v.markerOptions),v.select2d.update(v.markerSelectedOptions)),v.glText&&r.forEach((function(t){var e=((t||[])[0]||{}).trace||{};u.hasText(e)&&f(t)}))}else v.scatter2d&&v.scatter2d.update(v.markerOptions);var U={viewport:p(m,y,x),range:[(y._rl||y.range)[0],(x._rl||x.range)[0],(y._rl||y.range)[1],(x._rl||x.range)[1]]},V=s.repeat(U,v.count);v.fill2d&&v.fill2d.update(V),v.line2d&&v.line2d.update(V),v.error2d&&v.error2d.update(V.concat(V)),v.scatter2d&&v.scatter2d.update(V),v.select2d&&v.select2d.update(V),v.glText&&v.glText.forEach((function(t){t.update(U)}))}else v.init()}}},{\"../../components/dragelement/helpers\":633,\"../../lib\":749,\"../../lib/prepare_regl\":762,\"../scatter/link_traces\":1172,\"../scatter/subtypes\":1181,\"./edit_style\":1213,\"gl-text\":326,\"regl-error2d\":508,\"regl-line2d\":509,\"regl-scatter2d\":510}],1219:[function(t,e,r){\"use strict\";var n=t(\"../../lib\");e.exports=function(t,e){var r=e._scene,a={count:0,dirty:!0,lineOptions:[],fillOptions:[],markerOptions:[],markerSelectedOptions:[],markerUnselectedOptions:[],errorXOptions:[],errorYOptions:[],textOptions:[],textSelectedOptions:[],textUnselectedOptions:[],selectBatch:[],unselectBatch:[]},i={fill2d:!1,scatter2d:!1,error2d:!1,line2d:!1,glText:!1,select2d:!1};return e._scene||((r=e._scene={}).init=function(){n.extendFlat(r,i,a)},r.init(),r.update=function(t){var e=n.repeat(t,r.count);if(r.fill2d&&r.fill2d.update(e),r.scatter2d&&r.scatter2d.update(e),r.line2d&&r.line2d.update(e),r.error2d&&r.error2d.update(e.concat(e)),r.select2d&&r.select2d.update(e),r.glText)for(var a=0;a<r.count;a++)r.glText[a].update(t)},r.draw=function(){for(var t=r.count,e=r.fill2d,a=r.error2d,i=r.line2d,o=r.scatter2d,s=r.glText,l=r.select2d,c=r.selectBatch,u=r.unselectBatch,h=0;h<t;h++){if(e&&r.fillOrder[h]&&e.draw(r.fillOrder[h]),i&&r.lineOptions[h]&&i.draw(h),a&&(r.errorXOptions[h]&&a.draw(h),r.errorYOptions[h]&&a.draw(h+t)),o&&r.markerOptions[h])if(u[h].length){var f=n.repeat([],r.count);f[h]=u[h],o.draw(f)}else 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i;var p=n.hasText(o),d=n.hasMarkers(o),g=!d&&!p;if(!0!==o.visible||g)return i;var m=[],v=[];if(!1!==e&&!e.degenerate)for(var y=0;y<l;y++)e.contains([s.xpx[y],s.ypx[y]],!1,y,t)?(m.push(y),i.push({pointNumber:y,x:c[y],y:u[y]})):v.push(y);if(d){var x=h.scatter2d;if(m.length||v.length){if(!h.selectBatch[f].length&&!h.unselectBatch[f].length){var b=new Array(h.count);b[f]=h.markerUnselectedOptions[f],x.update.apply(x,b)}}else{var _=new Array(h.count);_[f]=h.markerOptions[f],x.update.apply(x,_)}}return h.selectBatch[f]=m,h.unselectBatch[f]=v,p&&a(r),i}},{\"../scatter/subtypes\":1181,\"./edit_style\":1213}],1221:[function(t,e,r){\"use strict\";var n=t(\"../../plots/template_attributes\").hovertemplateAttrs,a=t(\"../../plots/template_attributes\").texttemplateAttrs,i=t(\"../scattergeo/attributes\"),o=t(\"../scatter/attributes\"),s=t(\"../../plots/mapbox/layout_attributes\"),l=t(\"../../plots/attributes\"),c=t(\"../../components/colorscale/attributes\"),u=t(\"../../lib/extend\").extendFlat,h=t(\"../../plot_api/edit_types\").overrideAll,f=i.line,p=i.marker;e.exports=h({lon:i.lon,lat:i.lat,mode:u({},o.mode,{dflt:\"markers\"}),text:u({},o.text,{}),texttemplate:a({editType:\"plot\"},{keys:[\"lat\",\"lon\",\"text\"]}),hovertext:u({},o.hovertext,{}),line:{color:f.color,width:f.width},connectgaps:o.connectgaps,marker:u({symbol:{valType:\"string\",dflt:\"circle\",arrayOk:!0},angle:{valType:\"number\",dflt:\"auto\",arrayOk:!0},allowoverlap:{valType:\"boolean\",dflt:!1},opacity:p.opacity,size:p.size,sizeref:p.sizeref,sizemin:p.sizemin,sizemode:p.sizemode},c(\"marker\")),fill:i.fill,fillcolor:o.fillcolor,textfont:s.layers.symbol.textfont,textposition:s.layers.symbol.textposition,below:{valType:\"string\"},selected:{marker:o.selected.marker},unselected:{marker:o.unselected.marker},hoverinfo:u({},l.hoverinfo,{flags:[\"lon\",\"lat\",\"text\",\"name\"]}),hovertemplate:n()},\"calc\",\"nested\")},{\"../../components/colorscale/attributes\":622,\"../../lib/extend\":739,\"../../plot_api/edit_types\":780,\"../../plots/attributes\":794,\"../../plots/mapbox/layout_attributes\":857,\"../../plots/template_attributes\":876,\"../scatter/attributes\":1156,\"../scattergeo/attributes\":1198}],1222:[function(t,e,r){\"use strict\";var n=t(\"fast-isnumeric\"),a=t(\"../../lib\"),i=t(\"../../constants/numerical\").BADNUM,o=t(\"../../lib/geojson_utils\"),s=t(\"../../components/colorscale\"),l=t(\"../../components/drawing\"),c=t(\"../scatter/make_bubble_size_func\"),u=t(\"../scatter/subtypes\"),h=t(\"../../plots/mapbox/convert_text_opts\"),f=t(\"../../components/fx/helpers\").appendArrayPointValue,p=t(\"../../lib/svg_text_utils\").NEWLINES,d=t(\"../../lib/svg_text_utils\").BR_TAG_ALL;function g(){return{geojson:o.makeBlank(),layout:{visibility:\"none\"},paint:{}}}function m(t,e){return a.isArrayOrTypedArray(t)?e?function(e){return n(t[e])?+t[e]:0}:function(e){return t[e]}:t?function(){return t}:v}function v(){return\"\"}function y(t){return t[0]===i}e.exports=function(t,e){var r,i=e[0].trace,x=!0===i.visible&&0!==i._length,b=\"none\"!==i.fill,_=u.hasLines(i),w=u.hasMarkers(i),T=u.hasText(i),k=w&&\"circle\"===i.marker.symbol,M=w&&\"circle\"!==i.marker.symbol,A=g(),S=g(),E=g(),C=g(),L={fill:A,line:S,circle:E,symbol:C};if(!x)return L;if((b||_)&&(r=o.calcTraceToLineCoords(e)),b&&(A.geojson=o.makePolygon(r),A.layout.visibility=\"visible\",a.extendFlat(A.paint,{\"fill-color\":i.fillcolor})),_&&(S.geojson=o.makeLine(r),S.layout.visibility=\"visible\",a.extendFlat(S.paint,{\"line-width\":i.line.width,\"line-color\":i.line.color,\"line-opacity\":i.opacity})),k){var P=function(t){var e,r,i,o,u=t[0].trace,h=u.marker,f=u.selectedpoints,p=a.isArrayOrTypedArray(h.color),d=a.isArrayOrTypedArray(h.size),g=a.isArrayOrTypedArray(h.opacity);function m(t){return u.opacity*t}p&&(r=s.hasColorscale(u,\"marker\")?s.makeColorScaleFuncFromTrace(h):a.identity);d&&(i=c(u));g&&(o=function(t){return m(n(t)?+a.constrain(t,0,1):0)});var v,x=[];for(e=0;e<t.length;e++){var b=t[e],_=b.lonlat;if(!y(_)){var w={};r&&(w.mcc=b.mcc=r(b.mc)),i&&(w.mrc=b.mrc=i(b.ms)),o&&(w.mo=o(b.mo)),f&&(w.selected=b.selected||0),x.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:_},properties:w})}}if(f)for(v=l.makeSelectedPointStyleFns(u),e=0;e<x.length;e++){var T=x[e].properties;v.selectedOpacityFn&&(T.mo=m(v.selectedOpacityFn(T))),v.selectedColorFn&&(T.mcc=v.selectedColorFn(T)),v.selectedSizeFn&&(T.mrc=v.selectedSizeFn(T))}return{geojson:{type:\"FeatureCollection\",features:x},mcc:p||v&&v.selectedColorFn?{type:\"identity\",property:\"mcc\"}:h.color,mrc:d||v&&v.selectedSizeFn?{type:\"identity\",property:\"mrc\"}:(k=h.size,k/2),mo:g||v&&v.selectedOpacityFn?{type:\"identity\",property:\"mo\"}:m(h.opacity)};var k}(e);E.geojson=P.geojson,E.layout.visibility=\"visible\",a.extendFlat(E.paint,{\"circle-color\":P.mcc,\"circle-radius\":P.mrc,\"circle-opacity\":P.mo})}if((M||T)&&(C.geojson=function(t,e){for(var r=e._fullLayout,n=t[0].trace,i=n.marker||{},o=i.symbol,s=i.angle,l=\"circle\"!==o?m(o):v,c=\"auto\"!==s?m(s,!0):v,h=u.hasText(n)?m(n.text):v,g=[],x=0;x<t.length;x++){var b=t[x];if(!y(b.lonlat)){var _,w=n.texttemplate;if(w){var T=Array.isArray(w)?w[x]||\"\":w,k=n._module.formatLabels(b,n,r),M={};f(M,n,b.i);var A=n._meta||{};_=a.texttemplateString(T,k,r._d3locale,M,b,A)}else _=h(x);_&&(_=_.replace(p,\"\").replace(d,\"\\n\")),g.push({type:\"Feature\",geometry:{type:\"Point\",coordinates:b.lonlat},properties:{symbol:l(x),angle:c(x),text:_}})}}return{type:\"FeatureCollection\",features:g}}(e,t),a.extendFlat(C.layout,{visibility:\"visible\",\"icon-image\":\"{symbol}-15\",\"text-field\":\"{text}\"}),M&&(a.extendFlat(C.layout,{\"icon-size\":i.marker.size/10}),\"angle\"in i.marker&&\"auto\"!==i.marker.angle&&a.extendFlat(C.layout,{\"icon-rotate\":{type:\"identity\",property:\"angle\"},\"icon-rotation-alignment\":\"map\"}),C.layout[\"icon-allow-overlap\"]=i.marker.allowoverlap,a.extendFlat(C.paint,{\"icon-opacity\":i.opacity*i.marker.opacity,\"icon-color\":i.marker.color})),T)){var I=(i.marker||{}).size,z=h(i.textposition,I);a.extendFlat(C.layout,{\"text-size\":i.textfont.size,\"text-anchor\":z.anchor,\"text-offset\":z.offset}),a.extendFlat(C.paint,{\"text-color\":i.textfont.color,\"text-opacity\":i.opacity})}return L}},{\"../../components/colorscale\":627,\"../../components/drawing\":637,\"../../components/fx/helpers\":651,\"../../constants/numerical\":724,\"../../lib\":749,\"../../lib/geojson_utils\":743,\"../../lib/svg_text_utils\":773,\"../../plots/mapbox/convert_text_opts\":854,\"../scatter/make_bubble_size_func\":1173,\"../scatter/subtypes\":1181,\"fast-isnumeric\":241}],1223:[function(t,e,r){\"use strict\";var n=t(\"../../lib\"),a=t(\"../scatter/subtypes\"),i=t(\"../scatter/marker_defaults\"),o=t(\"../scatter/line_defaults\"),s=t(\"../scatter/text_defaults\"),l=t(\"../scatter/fillcolor_defaults\"),c=t(\"./attributes\");e.exports=function(t,e,r,u){function h(r,a){return n.coerce(t,e,c,r,a)}if(function(t,e,r){var n=r(\"lon\")||[],a=r(\"lat\")||[],i=Math.min(n.length,a.length);return e._length=i,i}(0,e,h)){if(h(\"text\"),h(\"texttemplate\"),h(\"hovertext\"),h(\"hovertemplate\"),h(\"mode\"),h(\"below\"),a.hasLines(e)&&(o(t,e,r,u,h,{noDash:!0}),h(\"connectgaps\")),a.hasMarkers(e)){i(t,e,r,u,h,{noLine:!0}),h(\"marker.allowoverlap\"),h(\"marker.angle\");var f=e.marker;\"circle\"!==f.symbol&&(n.isArrayOrTypedArray(f.size)&&(f.size=f.size[0]),n.isArrayOrTypedArray(f.color)&&(f.color=f.color[0]))}a.hasText(e)&&s(t,e,u,h,{noSelect:!0}),h(\"fill\"),\"none\"!==e.fill&&l(t,e,r,h),n.coerceSelectionMarkerOpacity(e,h)}else 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i=e.children,o=i.indexOf(t),s=i.length,l=n.interpolate(r.x0,r.x1);a.x0=l(o/s),a.x1=l(o/s)}else a.x0=a.x1=0;return a}g&&(W=W.transition().each(\"end\",(function(){var e=n.select(this);y.setSliceCursor(e,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:!1})}))),W.each((function(a){var l=n.select(this),u=o.ensureSingle(l,\"path\",\"surface\",(function(t){t.style(\"pointer-events\",\"all\")}));a.rpx0=j(a.y0),a.rpx1=j(a.y1),a.xmid=(a.x0+a.x1)/2,a.pxmid=U(a.rpx1,a.xmid),a.midangle=-(a.xmid-Math.PI/2),a.startangle=-(a.x0-Math.PI/2),a.stopangle=-(a.x1-Math.PI/2),a.halfangle=.5*Math.min(o.angleDelta(a.x0,a.x1)||Math.PI,Math.PI),a.ring=1-a.rpx0/a.rpx1,a.rInscribed=function(t){return 0===t.rpx0&&o.isFullCircle([t.x0,t.x1])?1:Math.max(0,Math.min(1/(1+1/Math.sin(t.halfangle)),t.ring/2))}(a),g?u.transition().attrTween(\"d\",(function(t){var e=function(t){var e,r=O[y.getPtId(t)],a={x0:t.x0,x1:t.x1,rpx0:t.rpx0,rpx1:t.rpx1};if(r)e=r;else if(z)if(t.parent)if(G){var i=t.x1>G?2*Math.PI:0;e={x0:i,x1:i}}else e={rpx0:L,rpx1:L},o.extendFlat(e,Z(t));else e={rpx0:0,rpx1:0};else e={x0:0,x1:0};return n.interpolate(e,a)}(t);return function(t){return V(e(t))}})):u.attr(\"d\",V),l.call(m,k,t,e,{eventDataKeys:v.eventDataKeys,transitionTime:v.CLICK_TRANSITION_TIME,transitionEasing:v.CLICK_TRANSITION_EASING}).call(y.setSliceCursor,t,{hideOnRoot:!0,hideOnLeaves:!0,isTransitioning:t._transitioning}),u.call(d,a,w);var x=o.ensureSingle(l,\"g\",\"slicetext\"),b=o.ensureSingle(x,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),T=o.ensureUniformFontSize(t,y.determineTextFont(w,a,h.font));b.text(r.formatSliceLabel(a,k,w,e,h)).classed(\"slicetext\",!0).attr(\"text-anchor\",\"middle\").call(i.font,T).call(s.convertToTspans,t);var M=i.bBox(b.node());a.transform=p(M,a,_),a.transform.targetX=q(a),a.transform.targetY=H(a);var A=function(t,e){var r=t.transform;return f(r,e),r.fontSize=T.size,c(w.type,r,h),o.getTextTransform(r)};g?b.transition().attrTween(\"transform\",(function(t){var e=function(t){var e,r=O[y.getPtId(t)],a=t.transform;if(r)e=r;else if(e={rpx1:t.rpx1,transform:{textPosAngle:a.textPosAngle,scale:0,rotate:a.rotate,rCenter:a.rCenter,x:a.x,y:a.y}},z)if(t.parent)if(G){var i=t.x1>G?2*Math.PI:0;e.x0=e.x1=i}else o.extendFlat(e,Z(t));else e.x0=e.x1=0;else e.x0=e.x1=0;var s=n.interpolate(e.transform.textPosAngle,t.transform.textPosAngle),l=n.interpolate(e.rpx1,t.rpx1),u=n.interpolate(e.x0,t.x0),f=n.interpolate(e.x1,t.x1),p=n.interpolate(e.transform.scale,a.scale),d=n.interpolate(e.transform.rotate,a.rotate),g=0===a.rCenter?3:0===e.transform.rCenter?1/3:1,m=n.interpolate(e.transform.rCenter,a.rCenter);return function(t){var e=l(t),r=u(t),n=f(t),i=function(t){return m(Math.pow(t,g))}(t),o={pxmid:U(e,(r+n)/2),rpx1:e,transform:{textPosAngle:s(t),rCenter:i,x:a.x,y:a.y}};return c(w.type,a,h),{transform:{targetX:q(o),targetY:H(o),scale:p(t),rotate:d(t),rCenter:i}}}}(t);return function(t){return A(e(t),M)}})):b.attr(\"transform\",A(a,M))}))}function b(t){return e=t.rpx1,r=t.transform.textPosAngle,[e*Math.sin(r),-e*Math.cos(r)];var e,r}r.plot=function(t,e,r,a){var i,o,s=t._fullLayout,l=s._sunburstlayer,c=!r,h=!s.uniformtext.mode&&y.hasTransition(r);(u(\"sunburst\",s),(i=l.selectAll(\"g.trace.sunburst\").data(e,(function(t){return t[0].trace.uid}))).enter().append(\"g\").classed(\"trace\",!0).classed(\"sunburst\",!0).attr(\"stroke-linejoin\",\"round\"),i.order(),h)?(a&&(o=a()),n.transition().duration(r.duration).ease(r.easing).each(\"end\",(function(){o&&o()})).each(\"interrupt\",(function(){o&&o()})).each((function(){l.selectAll(\"g.trace\").each((function(e){x(t,e,this,r)}))}))):(i.each((function(e){x(t,e,this,r)})),s.uniformtext.mode&&g(t,s._sunburstlayer.selectAll(\".trace\"),\"sunburst\"));c&&i.exit().remove()},r.formatSliceLabel=function(t,e,r,n,a){var i=r.texttemplate,s=r.textinfo;if(!(i||s&&\"none\"!==s))return\"\";var l=a.separators,c=n[0],u=t.data.data,h=c.hierarchy,f=y.isHierarchyRoot(t),p=y.getParent(h,t),d=y.getValue(t);if(!i){var g,m=s.split(\"+\"),v=function(t){return-1!==m.indexOf(t)},x=[];if(v(\"label\")&&u.label&&x.push(u.label),u.hasOwnProperty(\"v\")&&v(\"value\")&&x.push(y.formatValue(u.v,l)),!f){v(\"current path\")&&x.push(y.getPath(t.data));var b=0;v(\"percent parent\")&&b++,v(\"percent entry\")&&b++,v(\"percent root\")&&b++;var _=b>1;if(b){var w,T=function(t){g=y.formatPercent(w,l),_&&(g+=\" of \"+t),x.push(g)};v(\"percent parent\")&&!f&&(w=d/y.getValue(p),T(\"parent\")),v(\"percent entry\")&&(w=d/y.getValue(e),T(\"entry\")),v(\"percent root\")&&(w=d/y.getValue(h),T(\"root\"))}}return v(\"text\")&&(g=o.castOption(r,u.i,\"text\"),o.isValidTextValue(g)&&x.push(g)),x.join(\"<br>\")}var k=o.castOption(r,u.i,\"texttemplate\");if(!k)return\"\";var M={};u.label&&(M.label=u.label),u.hasOwnProperty(\"v\")&&(M.value=u.v,M.valueLabel=y.formatValue(u.v,l)),M.currentPath=y.getPath(t.data),f||(M.percentParent=d/y.getValue(p),M.percentParentLabel=y.formatPercent(M.percentParent,l),M.parent=y.getPtLabel(p)),M.percentEntry=d/y.getValue(e),M.percentEntryLabel=y.formatPercent(M.percentEntry,l),M.entry=y.getPtLabel(e),M.percentRoot=d/y.getValue(h),M.percentRootLabel=y.formatPercent(M.percentRoot,l),M.root=y.getPtLabel(h),u.hasOwnProperty(\"color\")&&(M.color=u.color);var A=o.castOption(r,u.i,\"text\");return(o.isValidTextValue(A)||\"\"===A)&&(M.text=A),M.customdata=o.castOption(r,u.i,\"customdata\"),o.texttemplateString(k,M,a._d3locale,M,r._meta||{})}},{\"../../components/drawing\":637,\"../../lib\":749,\"../../lib/svg_text_utils\":773,\"../bar/style\":905,\"../bar/uniform_text\":907,\"../pie/plot\":1139,\"./constants\":1271,\"./fx\":1273,\"./helpers\":1274,\"./style\":1279,d3:169,\"d3-hierarchy\":161}],1279:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../components/color\"),i=t(\"../../lib\"),o=t(\"../bar/uniform_text\").resizeText;function s(t,e,r){var n=e.data.data,o=!e.children,s=n.i,l=i.castOption(r,s,\"marker.line.color\")||a.defaultLine,c=i.castOption(r,s,\"marker.line.width\")||0;t.style(\"stroke-width\",c).call(a.fill,n.color).call(a.stroke,l).style(\"opacity\",o?r.leaf.opacity:null)}e.exports={style:function(t){var e=t._fullLayout._sunburstlayer.selectAll(\".trace\");o(t,e,\"sunburst\"),e.each((function(t){var e=n.select(this),r=t[0].trace;e.style(\"opacity\",r.opacity),e.selectAll(\"path.surface\").each((function(t){n.select(this).call(s,t,r)}))}))},styleOne:s}},{\"../../components/color\":615,\"../../lib\":749,\"../bar/uniform_text\":907,d3:169}],1280:[function(t,e,r){\"use strict\";var n=t(\"../../components/color\"),a=t(\"../../components/colorscale/attributes\"),i=t(\"../../plots/template_attributes\").hovertemplateAttrs,o=t(\"../../plots/attributes\"),s=t(\"../../lib/extend\").extendFlat,l=t(\"../../plot_api/edit_types\").overrideAll;function c(t){return{show:{valType:\"boolean\",dflt:!1},start:{valType:\"number\",dflt:null,editType:\"plot\"},end:{valType:\"number\",dflt:null,editType:\"plot\"},size:{valType:\"number\",dflt:null,min:0,editType:\"plot\"},project:{x:{valType:\"boolean\",dflt:!1},y:{valType:\"boolean\",dflt:!1},z:{valType:\"boolean\",dflt:!1}},color:{valType:\"color\",dflt:n.defaultLine},usecolormap:{valType:\"boolean\",dflt:!1},width:{valType:\"number\",min:1,max:16,dflt:2},highlight:{valType:\"boolean\",dflt:!0},highlightcolor:{valType:\"color\",dflt:n.defaultLine},highlightwidth:{valType:\"number\",min:1,max:16,dflt:2}}}var u=e.exports=l(s({z:{valType:\"data_array\"},x:{valType:\"data_array\"},y:{valType:\"data_array\"},text:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertext:{valType:\"string\",dflt:\"\",arrayOk:!0},hovertemplate:i(),connectgaps:{valType:\"boolean\",dflt:!1,editType:\"calc\"},surfacecolor:{valType:\"data_array\"}},a(\"\",{colorAttr:\"z or 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0},{\"../../components/color\":615,\"../../components/colorscale/attributes\":622,\"../../lib/extend\":739,\"../../plot_api/edit_types\":780,\"../../plots/attributes\":794,\"../../plots/template_attributes\":876}],1281:[function(t,e,r){\"use strict\";var n=t(\"../../components/colorscale/calc\");e.exports=function(t,e){e.surfacecolor?n(t,e,{vals:e.surfacecolor,containerStr:\"\",cLetter:\"c\"}):n(t,e,{vals:e.z,containerStr:\"\",cLetter:\"c\"})}},{\"../../components/colorscale/calc\":623}],1282:[function(t,e,r){\"use strict\";var n=t(\"gl-surface3d\"),a=t(\"ndarray\"),i=t(\"ndarray-linear-interpolate\").d2,o=t(\"../heatmap/interp2d\"),s=t(\"../heatmap/find_empties\"),l=t(\"../../lib\").isArrayOrTypedArray,c=t(\"../../lib/gl_format_color\").parseColorScale,u=t(\"../../lib/str2rgbarray\"),h=t(\"../../components/colorscale\").extractOpts;function f(t,e,r){this.scene=t,this.uid=r,this.surface=e,this.data=null,this.showContour=[!1,!1,!1],this.contourStart=[null,null,null],this.contourEnd=[null,null,null],this.contourSize=[0,0,0],this.minValues=[1/0,1/0,1/0],this.maxValues=[-1/0,-1/0,-1/0],this.dataScaleX=1,this.dataScaleY=1,this.refineData=!0,this.objectOffset=[0,0,0]}var p=f.prototype;p.getXat=function(t,e,r,n){var a=l(this.data.x)?l(this.data.x[0])?this.data.x[e][t]:this.data.x[t]:t;return void 0===r?a:n.d2l(a,0,r)},p.getYat=function(t,e,r,n){var a=l(this.data.y)?l(this.data.y[0])?this.data.y[e][t]:this.data.y[e]:e;return void 0===r?a:n.d2l(a,0,r)},p.getZat=function(t,e,r,n){var a=this.data.z[e][t];return null===a&&this.data.connectgaps&&this.data._interpolatedZ&&(a=this.data._interpolatedZ[e][t]),void 0===r?a:n.d2l(a,0,r)},p.handlePick=function(t){if(t.object===this.surface){var 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M=[!0,!0,!0],A=[\"x\",\"y\",\"z\"];for(e=0;e<3;++e){var S=t.contours[A[e]];M[e]=S.highlight,w.showContour[e]=S.show||S.highlight,w.showContour[e]&&(w.contourProject[e]=[S.project.x,S.project.y,S.project.z],S.show?(this.showContour[e]=!0,w.levels[e]=y[e],p.highlightColor[e]=w.contourColor[e]=u(S.color),S.usecolormap?p.highlightTint[e]=w.contourTint[e]=0:p.highlightTint[e]=w.contourTint[e]=1,w.contourWidth[e]=S.width,this.contourStart[e]=S.start,this.contourEnd[e]=S.end,this.contourSize[e]=S.size):(this.showContour[e]=!1,this.contourStart[e]=null,this.contourEnd[e]=null,this.contourSize[e]=0),S.highlight&&(w.dynamicColor[e]=u(S.highlightcolor),w.dynamicWidth[e]=S.highlightwidth))}(function(t){var e=t[0].rgb,r=t[t.length-1].rgb;return e[0]===r[0]&&e[1]===r[1]&&e[2]===r[2]&&e[3]===r[3]})(d)&&(w.vertexColor=!0),w.objectOffset=this.objectOffset,w.coords=b,p.update(w),p.visible=t.visible,p.enableDynamic=M,p.enableHighlight=M,p.snapToData=!0,\"lighting\"in 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n=t(\"../../components/annotations/attributes\"),a=t(\"../../lib/extend\").extendFlat,i=t(\"../../plot_api/edit_types\").overrideAll,o=t(\"../../plots/font_attributes\"),s=t(\"../../plots/domain\").attributes;t(\"../../constants/docs\").FORMAT_LINK;(e.exports=i({domain:s({name:\"table\",trace:!0}),columnwidth:{valType:\"number\",arrayOk:!0,dflt:null},columnorder:{valType:\"data_array\"},header:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[]},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:28},align:a({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:a({},o({arrayOk:!0}))},cells:{values:{valType:\"data_array\",dflt:[]},format:{valType:\"data_array\",dflt:[]},prefix:{valType:\"string\",arrayOk:!0,dflt:null},suffix:{valType:\"string\",arrayOk:!0,dflt:null},height:{valType:\"number\",dflt:20},align:a({},n.align,{arrayOk:!0}),line:{width:{valType:\"number\",arrayOk:!0,dflt:1},color:{valType:\"color\",arrayOk:!0,dflt:\"grey\"}},fill:{color:{valType:\"color\",arrayOk:!0,dflt:\"white\"}},font:a({},o({arrayOk:!0}))}},\"calc\",\"from-root\")).transforms=void 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i.indexOf(t)})),s=o.length;s<n;s++)o.push(s);e(\"columnorder\",o)}(e,s),s(\"cells.values\"),s(\"cells.format\"),s(\"cells.align\"),s(\"cells.prefix\"),s(\"cells.suffix\"),s(\"cells.height\"),s(\"cells.line.width\"),s(\"cells.line.color\"),s(\"cells.fill.color\"),n.coerceFont(s,\"cells.font\",n.extendFlat({},o.font)),e._length=null}},{\"../../lib\":749,\"../../plots/domain\":825,\"./attributes\":1285}],1292:[function(t,e,r){\"use strict\";e.exports={attributes:t(\"./attributes\"),supplyDefaults:t(\"./defaults\"),calc:t(\"./calc\"),plot:t(\"./plot\"),moduleType:\"trace\",name:\"table\",basePlotModule:t(\"./base_plot\"),categories:[\"noOpacity\"],meta:{}}},{\"./attributes\":1285,\"./base_plot\":1286,\"./calc\":1287,\"./defaults\":1291,\"./plot\":1293}],1293:[function(t,e,r){\"use strict\";var n=t(\"./constants\"),a=t(\"d3\"),i=t(\"../../lib/gup\"),o=t(\"../../components/drawing\"),s=t(\"../../lib/svg_text_utils\"),l=t(\"../../lib\").raiseToTop,c=t(\"../../lib\").cancelTransition,u=t(\"./data_preparation_helper\"),h=t(\"./data_split_helpers\"),f=t(\"../../components/color\");function p(t){return Math.ceil(t.calcdata.maxLineWidth/2)}function d(t,e){return\"clip\"+t._fullLayout._uid+\"_scrollAreaBottomClip_\"+e.key}function g(t,e){return\"clip\"+t._fullLayout._uid+\"_columnBoundaryClippath_\"+e.calcdata.key+\"_\"+e.specIndex}function m(t){return[].concat.apply([],t.map((function(t){return t}))).map((function(t){return t.__data__}))}function v(t,e,r){var o=t.selectAll(\".\"+n.cn.scrollbarKit).data(i.repeat,i.keyFun);o.enter().append(\"g\").classed(n.cn.scrollbarKit,!0).style(\"shape-rendering\",\"geometricPrecision\"),o.each((function(t){var e=t.scrollbarState;e.totalHeight=function(t){var e=t.rowBlocks;return z(e,e.length-1)+(e.length?O(e[e.length-1],1/0):1)}(t),e.scrollableAreaHeight=t.groupHeight-M(t),e.currentlyVisibleHeight=Math.min(e.totalHeight,e.scrollableAreaHeight),e.ratio=e.currentlyVisibleHeight/e.totalHeight,e.barLength=Math.max(e.ratio*e.currentlyVisibleHeight,n.goldenRatio*n.scrollbarWidth),e.barWiggleRoom=e.currentlyVisibleHeight-e.barLength,e.wiggleRoom=Math.max(0,e.totalHeight-e.scrollableAreaHeight),e.topY=0===e.barWiggleRoom?0:t.scrollY/e.wiggleRoom*e.barWiggleRoom,e.bottomY=e.topY+e.barLength,e.dragMultiplier=e.wiggleRoom/e.barWiggleRoom})).attr(\"transform\",(function(t){return\"translate(\"+(t.width+n.scrollbarWidth/2+n.scrollbarOffset)+\" \"+M(t)+\")\"}));var s=o.selectAll(\".\"+n.cn.scrollbar).data(i.repeat,i.keyFun);s.enter().append(\"g\").classed(n.cn.scrollbar,!0);var l=s.selectAll(\".\"+n.cn.scrollbarSlider).data(i.repeat,i.keyFun);l.enter().append(\"g\").classed(n.cn.scrollbarSlider,!0),l.attr(\"transform\",(function(t){return\"translate(0 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n=a.event.y,i=this.getBoundingClientRect(),o=r.scrollbarState,s=n-i.top,l=a.scale.linear().domain([0,o.scrollableAreaHeight]).range([0,o.totalHeight]).clamp(!0);o.topY<=s&&s<=o.bottomY||S(e,t,null,l(s-o.barLength/2))(r)})).call(a.behavior.drag().origin((function(t){return a.event.stopPropagation(),t.scrollbarState.scrollbarScrollInProgress=!0,t})).on(\"drag\",S(e,t)).on(\"dragend\",(function(){}))),u.attr(\"y2\",(function(t){return t.scrollbarState.scrollableAreaHeight})),e._context.staticPlot&&(c.remove(),u.remove())}function y(t,e,r,s){var l=function(t){var e=t.selectAll(\".\"+n.cn.columnCell).data(h.splitToCells,(function(t){return t.keyWithinBlock}));return e.enter().append(\"g\").classed(n.cn.columnCell,!0),e.exit().remove(),e}(function(t){var e=t.selectAll(\".\"+n.cn.columnCells).data(i.repeat,i.keyFun);return e.enter().append(\"g\").classed(n.cn.columnCells,!0),e.exit().remove(),e}(r));!function(t){t.each((function(t,e){var 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h,f,p=u?\"\":_(t.calcdata.cells.prefix,e,r)||\"\",d=u?\"\":_(t.calcdata.cells.suffix,e,r)||\"\",g=u?null:_(t.calcdata.cells.format,e,r)||null,m=p+(g?a.format(g)(t.value):t.value)+d;if(t.wrappingNeeded=!t.wrapped&&!l&&!u&&(h=b(m)),t.cellHeightMayIncrease=s||u||t.mayHaveMarkup||(void 0===h?b(m):h),t.needsConvertToTspans=t.mayHaveMarkup||t.wrappingNeeded||t.latex,t.wrappingNeeded){var v=(\" \"===n.wrapSplitCharacter?m.replace(/<a href=/gi,\"<a_href=\"):m).split(n.wrapSplitCharacter),y=\" \"===n.wrapSplitCharacter?v.map((function(t){return t.replace(/<a_href=/gi,\"<a href=\")})):v;t.fragments=y.map((function(t){return{text:t,width:null}})),t.fragments.push({fragment:n.wrapSpacer,width:null}),f=y.join(n.lineBreaker)+n.lineBreaker+n.wrapSpacer}else delete t.fragments,f=m;return f})).attr(\"dy\",(function(t){return t.needsConvertToTspans?0:\"0.75em\"})).each((function(t){var 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d=a.ensureSingle(f,\"g\",\"slicetext\"),T=a.ensureSingle(d,\"text\",\"\",(function(t){t.attr(\"data-notex\",1)})),E=a.ensureUniformFontSize(t,u.determineTextFont(C,s,S.font,{onPathbar:!0}));T.text(s._text||\" \").classed(\"slicetext\",!0).attr(\"text-anchor\",\"start\").call(i.font,E).call(o.convertToTspans,t),s.textBB=i.bBox(T.node()),s.transform=b(s,{fontSize:E.size,onPathbar:!0}),s.transform.fontSize=E.size,w?T.transition().attrTween(\"transform\",(function(t){var e=M(t,!0,A,[g,m]);return function(t){return _(e(t))}})):T.attr(\"transform\",_(s))}))}},{\"../../components/drawing\":637,\"../../lib\":749,\"../../lib/svg_text_utils\":773,\"../sunburst/fx\":1273,\"../sunburst/helpers\":1274,\"./constants\":1297,\"./partition\":1304,\"./style\":1306,d3:169}],1300:[function(t,e,r){\"use strict\";var n=t(\"d3\"),a=t(\"../../lib\"),i=t(\"../../components/drawing\"),o=t(\"../../lib/svg_text_utils\"),s=t(\"./partition\"),l=t(\"./style\").styleOne,c=t(\"./constants\"),u=t(\"../sunburst/helpers\"),h=t(\"../sunburst/fx\"),f=t(\"../sunburst/plot\").formatSliceLabel;e.exports=function(t,e,r,p,d){var g=d.width,m=d.height,v=d.viewX,y=d.viewY,x=d.pathSlice,b=d.toMoveInsideSlice,_=d.strTransform,w=d.hasTransition,T=d.handleSlicesExit,k=d.makeUpdateSliceInterpolator,M=d.makeUpdateTextInterpolator,A=d.prevEntry,S=t._fullLayout,E=e[0].trace,C=-1!==E.textposition.indexOf(\"left\"),L=-1!==E.textposition.indexOf(\"right\"),P=-1!==E.textposition.indexOf(\"bottom\"),I=!P&&!E.marker.pad.t||P&&!E.marker.pad.b,z=s(r,[g,m],{packing:E.tiling.packing,squarifyratio:E.tiling.squarifyratio,flipX:E.tiling.flip.indexOf(\"x\")>-1,flipY:E.tiling.flip.indexOf(\"y\")>-1,pad:{inner:E.tiling.pad,top:E.marker.pad.t,left:E.marker.pad.l,right:E.marker.pad.r,bottom:E.marker.pad.b}}).descendants(),O=1/0,D=-1/0;z.forEach((function(t){var e=t.depth;e>=E._maxDepth?(t.x0=t.x1=(t.x0+t.x1)/2,t.y0=t.y1=(t.y0+t.y1)/2):(O=Math.min(O,e),D=Math.max(D,e))})),p=p.data(z,u.getPtId),E._maxVisibleLayers=isFinite(D)?D-O+1:0,p.enter().append(\"g\").classed(\"slice\",!0),T(p,!1,{},[g,m],x),p.order();var R=null;if(w&&A){var 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   "source": [
    "### Permutation importances showing top 6"
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    "explainer.plot_importances(kind=\"permutation\", topx=6)"
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   "metadata": {},
   "source": [
    "## detailed shap summary"
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  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Only show top 10 features, group onehot-encoded categorical features:"
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   "execution_count": 11,
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          "None=Palsson, Master. Gosta Leonard<br>Sex=Sex_male<br>shap=-0.106",
          "None=Saundercock, Mr. William Henry<br>Sex=Sex_male<br>shap=-0.134",
          "None=Meyer, Mr. Edgar Joseph<br>Sex=Sex_male<br>shap=-0.185",
          "None=Kraeff, Mr. Theodor<br>Sex=Sex_male<br>shap=-0.160",
          "None=Harris, Mr. Henry Birkhardt<br>Sex=Sex_male<br>shap=-0.167",
          "None=Skoog, Master. Harald<br>Sex=Sex_male<br>shap=-0.092",
          "None=Kink, Mr. Vincenz<br>Sex=Sex_male<br>shap=-0.132",
          "None=Hood, Mr. Ambrose Jr<br>Sex=Sex_male<br>shap=-0.162",
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          "None=Christmann, Mr. Emil<br>Sex=Sex_male<br>shap=-0.135",
          "None=Andreasson, Mr. Paul Edvin<br>Sex=Sex_male<br>shap=-0.136",
          "None=Chaffee, Mr. Herbert Fuller<br>Sex=Sex_male<br>shap=-0.158",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Sex=Sex_male<br>shap=-0.139",
          "None=White, Mr. Richard Frasar<br>Sex=Sex_male<br>shap=-0.145",
          "None=Rekic, Mr. Tido<br>Sex=Sex_male<br>shap=-0.137",
          "None=Barton, Mr. David John<br>Sex=Sex_male<br>shap=-0.135",
          "None=Pekoniemi, Mr. Edvard<br>Sex=Sex_male<br>shap=-0.135",
          "None=Turpin, Mr. William John Robert<br>Sex=Sex_male<br>shap=-0.170",
          "None=Moore, Mr. Leonard Charles<br>Sex=Sex_male<br>shap=-0.137",
          "None=Osen, Mr. Olaf Elon<br>Sex=Sex_male<br>shap=-0.138",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Sex=Sex_male<br>shap=-0.126",
          "None=Bateman, Rev. Robert James<br>Sex=Sex_male<br>shap=-0.173",
          "None=Meo, Mr. Alfonzo<br>Sex=Sex_male<br>shap=-0.138",
          "None=Cribb, Mr. John Hatfield<br>Sex=Sex_male<br>shap=-0.129",
          "None=Van der hoef, Mr. Wyckoff<br>Sex=Sex_male<br>shap=-0.185",
          "None=Sivola, Mr. Antti Wilhelm<br>Sex=Sex_male<br>shap=-0.135",
          "None=Klasen, Mr. Klas Albin<br>Sex=Sex_male<br>shap=-0.124",
          "None=Rood, Mr. Hugh Roscoe<br>Sex=Sex_male<br>shap=-0.152",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Sex=Sex_male<br>shap=-0.135",
          "None=Backstrom, Mr. Karl Alfred<br>Sex=Sex_male<br>shap=-0.139",
          "None=Blank, Mr. Henry<br>Sex=Sex_male<br>shap=-0.180",
          "None=Ali, Mr. Ahmed<br>Sex=Sex_male<br>shap=-0.138",
          "None=Green, Mr. George Henry<br>Sex=Sex_male<br>shap=-0.137",
          "None=Nenkoff, Mr. Christo<br>Sex=Sex_male<br>shap=-0.139",
          "None=Hunt, Mr. George Henry<br>Sex=Sex_male<br>shap=-0.172",
          "None=Reed, Mr. James George<br>Sex=Sex_male<br>shap=-0.139",
          "None=Stead, Mr. William Thomas<br>Sex=Sex_male<br>shap=-0.152",
          "None=Smith, Mr. Thomas<br>Sex=Sex_male<br>shap=-0.168",
          "None=Asplund, Master. Edvin Rojj Felix<br>Sex=Sex_male<br>shap=-0.087",
          "None=Smith, Mr. Richard William<br>Sex=Sex_male<br>shap=-0.148",
          "None=Levy, Mr. Rene Jacques<br>Sex=Sex_male<br>shap=-0.168",
          "None=Lewy, Mr. Ervin G<br>Sex=Sex_male<br>shap=-0.186",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Sex=Sex_male<br>shap=-0.137",
          "None=Sage, Mr. George John Jr<br>Sex=Sex_male<br>shap=-0.078",
          "None=Nysveen, Mr. Johan Hansen<br>Sex=Sex_male<br>shap=-0.139",
          "None=Denkoff, Mr. Mitto<br>Sex=Sex_male<br>shap=-0.139",
          "None=Dimic, Mr. Jovan<br>Sex=Sex_male<br>shap=-0.135",
          "None=del Carlo, Mr. Sebastiano<br>Sex=Sex_male<br>shap=-0.193",
          "None=Beavan, Mr. William Thomas<br>Sex=Sex_male<br>shap=-0.135",
          "None=Widener, Mr. Harry Elkins<br>Sex=Sex_male<br>shap=-0.160",
          "None=Gustafsson, Mr. Karl Gideon<br>Sex=Sex_male<br>shap=-0.137",
          "None=Plotcharsky, Mr. Vasil<br>Sex=Sex_male<br>shap=-0.139",
          "None=Goodwin, Master. Sidney Leonard<br>Sex=Sex_male<br>shap=-0.089",
          "None=Sadlier, Mr. Matthew<br>Sex=Sex_male<br>shap=-0.169",
          "None=Gustafsson, Mr. Johan Birger<br>Sex=Sex_male<br>shap=-0.133",
          "None=Niskanen, Mr. Juha<br>Sex=Sex_male<br>shap=-0.137",
          "None=Matthews, Mr. William John<br>Sex=Sex_male<br>shap=-0.172",
          "None=Charters, Mr. David<br>Sex=Sex_male<br>shap=-0.164",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Sex=Sex_male<br>shap=-0.137",
          "None=Peuchen, Major. Arthur Godfrey<br>Sex=Sex_male<br>shap=-0.165",
          "None=Anderson, Mr. Harry<br>Sex=Sex_male<br>shap=-0.147",
          "None=Milling, Mr. Jacob Christian<br>Sex=Sex_male<br>shap=-0.172",
          "None=Karlsson, Mr. Nils August<br>Sex=Sex_male<br>shap=-0.138",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Sex=Sex_male<br>shap=-0.167",
          "None=Bishop, Mr. Dickinson H<br>Sex=Sex_male<br>shap=-0.177",
          "None=Windelov, Mr. Einar<br>Sex=Sex_male<br>shap=-0.137",
          "None=Shellard, Mr. Frederick William<br>Sex=Sex_male<br>shap=-0.141",
          "None=Svensson, Mr. Olof<br>Sex=Sex_male<br>shap=-0.137",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Sex=Sex_male<br>shap=-0.171",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Sex=Sex_male<br>shap=-0.160",
          "None=Kassem, Mr. Fared<br>Sex=Sex_male<br>shap=-0.159",
          "None=Butt, Major. Archibald Willingham<br>Sex=Sex_male<br>shap=-0.181",
          "None=Beane, Mr. Edward<br>Sex=Sex_male<br>shap=-0.168",
          "None=Goldsmith, Mr. Frank John<br>Sex=Sex_male<br>shap=-0.131",
          "None=Morrow, Mr. Thomas Rowan<br>Sex=Sex_male<br>shap=-0.168",
          "None=Harris, Mr. George<br>Sex=Sex_male<br>shap=-0.161",
          "None=Patchett, Mr. George<br>Sex=Sex_male<br>shap=-0.141",
          "None=Ross, Mr. John Hugo<br>Sex=Sex_male<br>shap=-0.170",
          "None=Murdlin, Mr. Joseph<br>Sex=Sex_male<br>shap=-0.137",
          "None=Boulos, Mr. Hanna<br>Sex=Sex_male<br>shap=-0.159",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Sex=Sex_male<br>shap=-0.179",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Sex=Sex_male<br>shap=-0.185",
          "None=Lindell, Mr. Edvard Bengtsson<br>Sex=Sex_male<br>shap=-0.141",
          "None=Daniel, Mr. Robert Williams<br>Sex=Sex_male<br>shap=-0.164",
          "None=Jardin, Mr. Jose Neto<br>Sex=Sex_male<br>shap=-0.140",
          "None=Horgan, Mr. John<br>Sex=Sex_male<br>shap=-0.168",
          "None=Yasbeck, Mr. Antoni<br>Sex=Sex_male<br>shap=-0.158",
          "None=Bostandyeff, Mr. Guentcho<br>Sex=Sex_male<br>shap=-0.137",
          "None=Lundahl, Mr. Johan Svensson<br>Sex=Sex_male<br>shap=-0.140",
          "None=Stahelin-Maeglin, Dr. Max<br>Sex=Sex_male<br>shap=-0.188",
          "None=Willey, Mr. Edward<br>Sex=Sex_male<br>shap=-0.139",
          "None=Eitemiller, Mr. George Floyd<br>Sex=Sex_male<br>shap=-0.172",
          "None=Colley, Mr. Edward Pomeroy<br>Sex=Sex_male<br>shap=-0.151",
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          "None=Glynn, Miss. Mary Agatha<br>PassengerClass=3<br>shap=-0.047",
          "None=Meyer, Mr. Edgar Joseph<br>PassengerClass=1<br>shap=0.039",
          "None=Kraeff, Mr. Theodor<br>PassengerClass=3<br>shap=-0.022",
          "None=Devaney, Miss. Margaret Delia<br>PassengerClass=3<br>shap=-0.051",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>PassengerClass=3<br>shap=-0.069",
          "None=Rugg, Miss. Emily<br>PassengerClass=2<br>shap=0.053",
          "None=Harris, Mr. Henry Birkhardt<br>PassengerClass=1<br>shap=0.046",
          "None=Skoog, Master. Harald<br>PassengerClass=3<br>shap=-0.045",
          "None=Kink, Mr. Vincenz<br>PassengerClass=3<br>shap=-0.028",
          "None=Hood, Mr. Ambrose Jr<br>PassengerClass=2<br>shap=0.013",
          "None=Ilett, Miss. Bertha<br>PassengerClass=2<br>shap=0.053",
          "None=Ford, Mr. William Neal<br>PassengerClass=3<br>shap=-0.042",
          "None=Christmann, Mr. Emil<br>PassengerClass=3<br>shap=-0.025",
          "None=Andreasson, Mr. Paul Edvin<br>PassengerClass=3<br>shap=-0.025",
          "None=Chaffee, Mr. Herbert Fuller<br>PassengerClass=1<br>shap=0.030",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>PassengerClass=3<br>shap=-0.025",
          "None=White, Mr. Richard Frasar<br>PassengerClass=1<br>shap=0.054",
          "None=Rekic, Mr. Tido<br>PassengerClass=3<br>shap=-0.027",
          "None=Moran, Miss. Bertha<br>PassengerClass=3<br>shap=-0.063",
          "None=Barton, Mr. David John<br>PassengerClass=3<br>shap=-0.025",
          "None=Jussila, Miss. Katriina<br>PassengerClass=3<br>shap=-0.062",
          "None=Pekoniemi, Mr. Edvard<br>PassengerClass=3<br>shap=-0.025",
          "None=Turpin, Mr. William John Robert<br>PassengerClass=2<br>shap=0.013",
          "None=Moore, Mr. Leonard Charles<br>PassengerClass=3<br>shap=-0.025",
          "None=Osen, Mr. Olaf Elon<br>PassengerClass=3<br>shap=-0.025",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>PassengerClass=3<br>shap=-0.091",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>PassengerClass=2<br>shap=0.054",
          "None=Bateman, Rev. Robert James<br>PassengerClass=2<br>shap=0.018",
          "None=Meo, Mr. Alfonzo<br>PassengerClass=3<br>shap=-0.025",
          "None=Cribb, Mr. John Hatfield<br>PassengerClass=3<br>shap=-0.036",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>PassengerClass=1<br>shap=0.071",
          "None=Van der hoef, Mr. Wyckoff<br>PassengerClass=1<br>shap=0.036",
          "None=Sivola, Mr. Antti Wilhelm<br>PassengerClass=3<br>shap=-0.025",
          "None=Klasen, Mr. Klas Albin<br>PassengerClass=3<br>shap=-0.031",
          "None=Rood, Mr. Hugh Roscoe<br>PassengerClass=1<br>shap=0.043",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>PassengerClass=3<br>shap=-0.062",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>PassengerClass=1<br>shap=0.066",
          "None=Vande Walle, Mr. Nestor Cyriel<br>PassengerClass=3<br>shap=-0.025",
          "None=Backstrom, Mr. Karl Alfred<br>PassengerClass=3<br>shap=-0.025",
          "None=Blank, Mr. Henry<br>PassengerClass=1<br>shap=0.038",
          "None=Ali, Mr. Ahmed<br>PassengerClass=3<br>shap=-0.025",
          "None=Green, Mr. George Henry<br>PassengerClass=3<br>shap=-0.027",
          "None=Nenkoff, Mr. Christo<br>PassengerClass=3<br>shap=-0.025",
          "None=Asplund, Miss. Lillian Gertrud<br>PassengerClass=3<br>shap=-0.095",
          "None=Harknett, Miss. Alice Phoebe<br>PassengerClass=3<br>shap=-0.058",
          "None=Hunt, Mr. George Henry<br>PassengerClass=2<br>shap=0.015",
          "None=Reed, Mr. James George<br>PassengerClass=3<br>shap=-0.025",
          "None=Stead, Mr. William Thomas<br>PassengerClass=1<br>shap=0.046",
          "None=Thorne, Mrs. Gertrude Maybelle<br>PassengerClass=1<br>shap=0.073",
          "None=Parrish, Mrs. (Lutie Davis)<br>PassengerClass=2<br>shap=0.078",
          "None=Smith, Mr. Thomas<br>PassengerClass=3<br>shap=-0.022",
          "None=Asplund, Master. Edvin Rojj Felix<br>PassengerClass=3<br>shap=-0.045",
          "None=Healy, Miss. Hanora \"Nora\"<br>PassengerClass=3<br>shap=-0.047",
          "None=Andrews, Miss. Kornelia Theodosia<br>PassengerClass=1<br>shap=0.078",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>PassengerClass=3<br>shap=-0.078",
          "None=Smith, Mr. Richard William<br>PassengerClass=1<br>shap=0.045",
          "None=Connolly, Miss. Kate<br>PassengerClass=3<br>shap=-0.051",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>PassengerClass=1<br>shap=0.065",
          "None=Levy, Mr. Rene Jacques<br>PassengerClass=2<br>shap=0.039",
          "None=Lewy, Mr. Ervin G<br>PassengerClass=1<br>shap=0.033",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>PassengerClass=3<br>shap=-0.025",
          "None=Sage, Mr. George John Jr<br>PassengerClass=3<br>shap=-0.049",
          "None=Nysveen, Mr. Johan Hansen<br>PassengerClass=3<br>shap=-0.024",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>PassengerClass=1<br>shap=0.092",
          "None=Denkoff, Mr. Mitto<br>PassengerClass=3<br>shap=-0.025",
          "None=Burns, Miss. Elizabeth Margaret<br>PassengerClass=1<br>shap=0.063",
          "None=Dimic, Mr. Jovan<br>PassengerClass=3<br>shap=-0.027",
          "None=del Carlo, Mr. Sebastiano<br>PassengerClass=2<br>shap=0.007",
          "None=Beavan, Mr. William Thomas<br>PassengerClass=3<br>shap=-0.025",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>PassengerClass=1<br>shap=0.073",
          "None=Widener, Mr. Harry Elkins<br>PassengerClass=1<br>shap=0.055",
          "None=Gustafsson, Mr. Karl Gideon<br>PassengerClass=3<br>shap=-0.025",
          "None=Plotcharsky, Mr. Vasil<br>PassengerClass=3<br>shap=-0.025",
          "None=Goodwin, Master. Sidney Leonard<br>PassengerClass=3<br>shap=-0.045",
          "None=Sadlier, Mr. Matthew<br>PassengerClass=3<br>shap=-0.021",
          "None=Gustafsson, Mr. Johan Birger<br>PassengerClass=3<br>shap=-0.028",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>PassengerClass=3<br>shap=-0.084",
          "None=Niskanen, Mr. Juha<br>PassengerClass=3<br>shap=-0.024",
          "None=Minahan, Miss. Daisy E<br>PassengerClass=1<br>shap=0.078",
          "None=Matthews, Mr. William John<br>PassengerClass=2<br>shap=0.014",
          "None=Charters, Mr. David<br>PassengerClass=3<br>shap=-0.023",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>PassengerClass=2<br>shap=0.070",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>PassengerClass=2<br>shap=0.079",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>PassengerClass=3<br>shap=-0.025",
          "None=Peuchen, Major. Arthur Godfrey<br>PassengerClass=1<br>shap=0.044",
          "None=Anderson, Mr. Harry<br>PassengerClass=1<br>shap=0.036",
          "None=Milling, Mr. Jacob Christian<br>PassengerClass=2<br>shap=0.018",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>PassengerClass=2<br>shap=0.086",
          "None=Karlsson, Mr. Nils August<br>PassengerClass=3<br>shap=-0.025",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>PassengerClass=2<br>shap=0.012",
          "None=Bishop, Mr. Dickinson H<br>PassengerClass=1<br>shap=0.041",
          "None=Windelov, Mr. Einar<br>PassengerClass=3<br>shap=-0.025",
          "None=Shellard, Mr. Frederick William<br>PassengerClass=3<br>shap=-0.028",
          "None=Svensson, Mr. Olof<br>PassengerClass=3<br>shap=-0.025",
          "None=O'Sullivan, Miss. Bridget Mary<br>PassengerClass=3<br>shap=-0.046",
          "None=Laitinen, Miss. Kristina Sofia<br>PassengerClass=3<br>shap=-0.063",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>PassengerClass=1<br>shap=0.047",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>PassengerClass=1<br>shap=0.051",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>PassengerClass=2<br>shap=0.069",
          "None=Kassem, Mr. Fared<br>PassengerClass=3<br>shap=-0.021",
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          "None=Hart, Miss. Eva Miriam<br>PassengerClass=2<br>shap=0.081",
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          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>PassengerClass=1<br>shap=0.077",
          "None=Morrow, Mr. Thomas Rowan<br>PassengerClass=3<br>shap=-0.022",
          "None=Harris, Mr. George<br>PassengerClass=2<br>shap=0.012",
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          "None=Murdlin, Mr. Joseph<br>PassengerClass=3<br>shap=-0.025",
          "None=Bourke, Miss. Mary<br>PassengerClass=3<br>shap=-0.059",
          "None=Boulos, Mr. Hanna<br>PassengerClass=3<br>shap=-0.021",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>PassengerClass=1<br>shap=0.045",
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          "None=Horgan, Mr. John<br>PassengerClass=3<br>shap=-0.022",
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          "None=Bostandyeff, Mr. Guentcho<br>PassengerClass=3<br>shap=-0.025",
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          "None=Stanley, Miss. Amy Zillah Elsie<br>PassengerClass=3<br>shap=-0.059",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>PassengerClass=3<br>shap=-0.050",
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          "None=Sadlier, Mr. Matthew<br>Fare=7.7292<br>shap=-0.035",
          "None=Gustafsson, Mr. Johan Birger<br>Fare=7.925<br>shap=-0.024",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Fare=16.7<br>shap=0.014",
          "None=Niskanen, Mr. Juha<br>Fare=7.925<br>shap=-0.024",
          "None=Minahan, Miss. Daisy E<br>Fare=90.0<br>shap=0.077",
          "None=Matthews, Mr. William John<br>Fare=13.0<br>shap=-0.001",
          "None=Charters, Mr. David<br>Fare=7.7333<br>shap=-0.034",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Fare=26.0<br>shap=-0.002",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Fare=26.25<br>shap=-0.010",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Fare=8.1125<br>shap=-0.040",
          "None=Peuchen, Major. Arthur Godfrey<br>Fare=30.5<br>shap=0.010",
          "None=Anderson, Mr. Harry<br>Fare=26.55<br>shap=0.030",
          "None=Milling, Mr. Jacob Christian<br>Fare=13.0<br>shap=0.000",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Fare=27.75<br>shap=-0.000",
          "None=Karlsson, Mr. Nils August<br>Fare=7.5208<br>shap=-0.035",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Fare=0.0<br>shap=-0.054",
          "None=Bishop, Mr. Dickinson H<br>Fare=91.0792<br>shap=0.095",
          "None=Windelov, Mr. Einar<br>Fare=7.25<br>shap=-0.036",
          "None=Shellard, Mr. Frederick William<br>Fare=15.1<br>shap=0.002",
          "None=Svensson, Mr. Olof<br>Fare=7.7958<br>shap=-0.036",
          "None=O'Sullivan, Miss. Bridget Mary<br>Fare=7.6292<br>shap=-0.023",
          "None=Laitinen, Miss. Kristina Sofia<br>Fare=9.5875<br>shap=-0.028",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Fare=108.9<br>shap=0.082",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Fare=26.55<br>shap=0.027",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Fare=26.0<br>shap=-0.002",
          "None=Kassem, Mr. Fared<br>Fare=7.2292<br>shap=-0.040",
          "None=Cacic, Miss. Marija<br>Fare=8.6625<br>shap=-0.038",
          "None=Hart, Miss. Eva Miriam<br>Fare=26.25<br>shap=-0.007",
          "None=Butt, Major. Archibald Willingham<br>Fare=26.55<br>shap=0.018",
          "None=Beane, Mr. Edward<br>Fare=26.0<br>shap=-0.002",
          "None=Goldsmith, Mr. Frank John<br>Fare=20.525<br>shap=0.004",
          "None=Ohman, Miss. Velin<br>Fare=7.775<br>shap=-0.031",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Fare=79.65<br>shap=0.058",
          "None=Morrow, Mr. Thomas Rowan<br>Fare=7.75<br>shap=-0.035",
          "None=Harris, Mr. George<br>Fare=10.5<br>shap=-0.023",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Fare=51.4792<br>shap=0.029",
          "None=Patchett, Mr. George<br>Fare=14.5<br>shap=-0.004",
          "None=Ross, Mr. John Hugo<br>Fare=40.125<br>shap=0.015",
          "None=Murdlin, Mr. Joseph<br>Fare=8.05<br>shap=-0.040",
          "None=Bourke, Miss. Mary<br>Fare=7.75<br>shap=-0.020",
          "None=Boulos, Mr. Hanna<br>Fare=7.225<br>shap=-0.040",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Fare=56.9292<br>shap=0.065",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Fare=26.55<br>shap=0.026",
          "None=Lindell, Mr. Edvard Bengtsson<br>Fare=15.55<br>shap=-0.002",
          "None=Daniel, Mr. Robert Williams<br>Fare=30.5<br>shap=0.011",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Fare=41.5792<br>shap=-0.001",
          "None=Shutes, Miss. Elizabeth W<br>Fare=153.4625<br>shap=0.062",
          "None=Jardin, Mr. Jose Neto<br>Fare=7.05<br>shap=-0.048",
          "None=Horgan, Mr. John<br>Fare=7.75<br>shap=-0.035",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Fare=16.1<br>shap=0.016",
          "None=Yasbeck, Mr. Antoni<br>Fare=14.4542<br>shap=-0.005",
          "None=Bostandyeff, Mr. Guentcho<br>Fare=7.8958<br>shap=-0.037",
          "None=Lundahl, Mr. Johan Svensson<br>Fare=7.0542<br>shap=-0.044",
          "None=Stahelin-Maeglin, Dr. Max<br>Fare=30.5<br>shap=0.002",
          "None=Willey, Mr. Edward<br>Fare=7.55<br>shap=-0.040",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Fare=7.55<br>shap=-0.027",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Fare=6.75<br>shap=-0.038",
          "None=Eitemiller, Mr. George Floyd<br>Fare=13.0<br>shap=-0.001",
          "None=Colley, Mr. Edward Pomeroy<br>Fare=25.5875<br>shap=0.010",
          "None=Coleff, Mr. Peju<br>Fare=7.4958<br>shap=-0.037",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Fare=39.0<br>shap=0.001",
          "None=Davidson, Mr. Thornton<br>Fare=52.0<br>shap=0.027",
          "None=Turja, Miss. Anna Sofia<br>Fare=9.8417<br>shap=-0.029",
          "None=Hassab, Mr. Hammad<br>Fare=76.7292<br>shap=0.068",
          "None=Goodwin, Mr. Charles Edward<br>Fare=46.9<br>shap=-0.019",
          "None=Panula, Mr. Jaako Arnold<br>Fare=39.6875<br>shap=-0.016",
          "None=Fischer, Mr. Eberhard Thelander<br>Fare=7.7958<br>shap=-0.036",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Fare=7.65<br>shap=-0.072",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Fare=227.525<br>shap=0.070",
          "None=Hansen, Mr. Henrik Juul<br>Fare=7.8542<br>shap=-0.032",
          "None=Calderhead, Mr. Edward Pennington<br>Fare=26.2875<br>shap=0.032",
          "None=Klaber, Mr. Herman<br>Fare=26.55<br>shap=0.036",
          "None=Taylor, Mr. Elmer Zebley<br>Fare=52.0<br>shap=0.020",
          "None=Larsson, Mr. August Viktor<br>Fare=9.4833<br>shap=-0.027",
          "None=Greenberg, Mr. Samuel<br>Fare=13.0<br>shap=-0.000",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Fare=10.5<br>shap=-0.049",
          "None=McEvoy, Mr. Michael<br>Fare=15.5<br>shap=0.006",
          "None=Johnson, Mr. Malkolm Joackim<br>Fare=7.775<br>shap=-0.037",
          "None=Gillespie, Mr. William Henry<br>Fare=13.0<br>shap=-0.000",
          "None=Allen, Miss. Elisabeth Walton<br>Fare=211.3375<br>shap=0.069",
          "None=Berriman, Mr. William John<br>Fare=13.0<br>shap=-0.001",
          "None=Troupiansky, Mr. Moses Aaron<br>Fare=13.0<br>shap=-0.001",
          "None=Williams, Mr. Leslie<br>Fare=16.1<br>shap=0.002",
          "None=Ivanoff, Mr. Kanio<br>Fare=7.8958<br>shap=-0.042",
          "None=McNamee, Mr. Neal<br>Fare=16.1<br>shap=-0.003",
          "None=Connaghton, Mr. Michael<br>Fare=7.75<br>shap=-0.035",
          "None=Carlsson, Mr. August Sigfrid<br>Fare=7.7958<br>shap=-0.036",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Fare=86.5<br>shap=0.077",
          "None=Eklund, Mr. Hans Linus<br>Fare=7.775<br>shap=-0.036",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Fare=77.9583<br>shap=0.067",
          "None=Moran, Mr. Daniel J<br>Fare=24.15<br>shap=-0.001",
          "None=Lievens, Mr. Rene Aime<br>Fare=9.5<br>shap=-0.028",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Fare=211.3375<br>shap=0.063",
          "None=Ayoub, Miss. Banoura<br>Fare=7.2292<br>shap=-0.035",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Fare=57.0<br>shap=0.054",
          "None=Johnston, Mr. Andrew G<br>Fare=23.45<br>shap=-0.008",
          "None=Ali, Mr. William<br>Fare=7.05<br>shap=-0.043",
          "None=Sjoblom, Miss. Anna Sofia<br>Fare=7.4958<br>shap=-0.027",
          "None=Guggenheim, Mr. Benjamin<br>Fare=79.2<br>shap=0.093",
          "None=Leader, Dr. Alice (Farnham)<br>Fare=25.9292<br>shap=-0.004",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Fare=26.25<br>shap=-0.007",
          "None=Carter, Master. William Thornton II<br>Fare=120.0<br>shap=0.090",
          "None=Thomas, Master. Assad Alexander<br>Fare=8.5167<br>shap=-0.026",
          "None=Johansson, Mr. Karl Johan<br>Fare=7.775<br>shap=-0.036",
          "None=Slemen, Mr. Richard James<br>Fare=10.5<br>shap=-0.028",
          "None=Tomlin, Mr. Ernest Portage<br>Fare=8.05<br>shap=-0.035",
          "None=McCormack, Mr. Thomas Joseph<br>Fare=7.75<br>shap=-0.035",
          "None=Richards, Master. George Sibley<br>Fare=18.75<br>shap=0.016",
          "None=Mudd, Mr. Thomas Charles<br>Fare=10.5<br>shap=-0.029",
          "None=Lemberopolous, Mr. Peter L<br>Fare=6.4375<br>shap=-0.047",
          "None=Sage, Mr. Douglas Bullen<br>Fare=69.55<br>shap=0.028",
          "None=Boulos, Miss. Nourelain<br>Fare=15.2458<br>shap=0.003",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Fare=9.35<br>shap=-0.037",
          "None=Razi, Mr. Raihed<br>Fare=7.2292<br>shap=-0.040",
          "None=Johnson, Master. Harold Theodor<br>Fare=11.1333<br>shap=0.008",
          "None=Carlsson, Mr. Frans Olof<br>Fare=5.0<br>shap=-0.086",
          "None=Gustafsson, Mr. Alfred Ossian<br>Fare=9.8458<br>shap=-0.027",
          "None=Montvila, Rev. Juozas<br>Fare=13.0<br>shap=-0.001"
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          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Embarked=Embarked_Southampton<br>shap=-0.020",
          "None=Palsson, Master. Gosta Leonard<br>Embarked=Embarked_Southampton<br>shap=-0.013",
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          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Embarked=Embarked_Southampton<br>shap=-0.038",
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          "None=Ford, Mr. William Neal<br>Embarked=Embarked_Southampton<br>shap=-0.013",
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          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=White, Mr. Richard Frasar<br>Embarked=Embarked_Southampton<br>shap=-0.008",
          "None=Rekic, Mr. Tido<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Barton, Mr. David John<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Jussila, Miss. Katriina<br>Embarked=Embarked_Southampton<br>shap=-0.035",
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          "None=Moore, Mr. Leonard Charles<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Osen, Mr. Olaf Elon<br>Embarked=Embarked_Southampton<br>shap=-0.014",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Embarked=Embarked_Southampton<br>shap=-0.038",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Embarked=Embarked_Southampton<br>shap=-0.003",
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          "None=Meo, Mr. Alfonzo<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Cribb, Mr. John Hatfield<br>Embarked=Embarked_Southampton<br>shap=-0.007",
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          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Embarked=Embarked_Southampton<br>shap=-0.034",
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          "None=Ali, Mr. Ahmed<br>Embarked=Embarked_Southampton<br>shap=-0.011",
          "None=Green, Mr. George Henry<br>Embarked=Embarked_Southampton<br>shap=-0.009",
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          "None=Stead, Mr. William Thomas<br>Embarked=Embarked_Southampton<br>shap=-0.008",
          "None=Parrish, Mrs. (Lutie Davis)<br>Embarked=Embarked_Southampton<br>shap=-0.016",
          "None=Asplund, Master. Edvin Rojj Felix<br>Embarked=Embarked_Southampton<br>shap=-0.012",
          "None=Andrews, Miss. Kornelia Theodosia<br>Embarked=Embarked_Southampton<br>shap=-0.024",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Embarked=Embarked_Southampton<br>shap=-0.028",
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          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Sage, Mr. George John Jr<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Nysveen, Mr. Johan Hansen<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Embarked=Embarked_Southampton<br>shap=-0.025",
          "None=Denkoff, Mr. Mitto<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Dimic, Mr. Jovan<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Beavan, Mr. William Thomas<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Gustafsson, Mr. Karl Gideon<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Plotcharsky, Mr. Vasil<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Goodwin, Master. Sidney Leonard<br>Embarked=Embarked_Southampton<br>shap=-0.012",
          "None=Gustafsson, Mr. Johan Birger<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Embarked=Embarked_Southampton<br>shap=-0.022",
          "None=Niskanen, Mr. Juha<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Matthews, Mr. William John<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Embarked=Embarked_Southampton<br>shap=-0.026",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Embarked=Embarked_Southampton<br>shap=-0.020",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Peuchen, Major. Arthur Godfrey<br>Embarked=Embarked_Southampton<br>shap=-0.007",
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          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Embarked=Embarked_Southampton<br>shap=-0.023",
          "None=Karlsson, Mr. Nils August<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Windelov, Mr. Einar<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Shellard, Mr. Frederick William<br>Embarked=Embarked_Southampton<br>shap=-0.011",
          "None=Svensson, Mr. Olof<br>Embarked=Embarked_Southampton<br>shap=-0.011",
          "None=Laitinen, Miss. Kristina Sofia<br>Embarked=Embarked_Southampton<br>shap=-0.028",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Embarked=Embarked_Southampton<br>shap=-0.005",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Embarked=Embarked_Southampton<br>shap=-0.025",
          "None=Cacic, Miss. Marija<br>Embarked=Embarked_Southampton<br>shap=-0.030",
          "None=Hart, Miss. Eva Miriam<br>Embarked=Embarked_Southampton<br>shap=-0.025",
          "None=Butt, Major. Archibald Willingham<br>Embarked=Embarked_Southampton<br>shap=-0.006",
          "None=Beane, Mr. Edward<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Goldsmith, Mr. Frank John<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Ohman, Miss. Velin<br>Embarked=Embarked_Southampton<br>shap=-0.033",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Embarked=Embarked_Southampton<br>shap=-0.021",
          "None=Harris, Mr. George<br>Embarked=Embarked_Southampton<br>shap=-0.008",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Embarked=Embarked_Southampton<br>shap=-0.019",
          "None=Patchett, Mr. George<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Murdlin, Mr. Joseph<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Lindell, Mr. Edvard Bengtsson<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Daniel, Mr. Robert Williams<br>Embarked=Embarked_Southampton<br>shap=-0.004",
          "None=Shutes, Miss. Elizabeth W<br>Embarked=Embarked_Southampton<br>shap=-0.022",
          "None=Jardin, Mr. Jose Neto<br>Embarked=Embarked_Southampton<br>shap=-0.012",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Embarked=Embarked_Southampton<br>shap=-0.031",
          "None=Bostandyeff, Mr. Guentcho<br>Embarked=Embarked_Southampton<br>shap=-0.012",
          "None=Lundahl, Mr. Johan Svensson<br>Embarked=Embarked_Southampton<br>shap=-0.008",
          "None=Willey, Mr. Edward<br>Embarked=Embarked_Southampton<br>shap=-0.012",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Embarked=Embarked_Southampton<br>shap=-0.032",
          "None=Eitemiller, Mr. George Floyd<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Colley, Mr. Edward Pomeroy<br>Embarked=Embarked_Southampton<br>shap=-0.003",
          "None=Coleff, Mr. Peju<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Embarked=Embarked_Southampton<br>shap=-0.021",
          "None=Davidson, Mr. Thornton<br>Embarked=Embarked_Southampton<br>shap=-0.001",
          "None=Turja, Miss. Anna Sofia<br>Embarked=Embarked_Southampton<br>shap=-0.034",
          "None=Goodwin, Mr. Charles Edward<br>Embarked=Embarked_Southampton<br>shap=-0.014",
          "None=Panula, Mr. Jaako Arnold<br>Embarked=Embarked_Southampton<br>shap=-0.014",
          "None=Fischer, Mr. Eberhard Thelander<br>Embarked=Embarked_Southampton<br>shap=-0.013",
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          "None=Hansen, Mr. Henrik Juul<br>Embarked=Embarked_Southampton<br>shap=-0.012",
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          "None=Larsson, Mr. August Viktor<br>Embarked=Embarked_Southampton<br>shap=-0.012",
          "None=Greenberg, Mr. Samuel<br>Embarked=Embarked_Southampton<br>shap=-0.007",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Embarked=Embarked_Southampton<br>shap=-0.023",
          "None=Johnson, Mr. Malkolm Joackim<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Gillespie, Mr. William Henry<br>Embarked=Embarked_Southampton<br>shap=-0.007",
          "None=Allen, Miss. Elisabeth Walton<br>Embarked=Embarked_Southampton<br>shap=-0.016",
          "None=Berriman, Mr. William John<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Troupiansky, Mr. Moses Aaron<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Williams, Mr. Leslie<br>Embarked=Embarked_Southampton<br>shap=-0.011",
          "None=Ivanoff, Mr. Kanio<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=McNamee, Mr. Neal<br>Embarked=Embarked_Southampton<br>shap=-0.012",
          "None=Carlsson, Mr. August Sigfrid<br>Embarked=Embarked_Southampton<br>shap=-0.011",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Embarked=Embarked_Southampton<br>shap=-0.015",
          "None=Eklund, Mr. Hans Linus<br>Embarked=Embarked_Southampton<br>shap=-0.014",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Embarked=Embarked_Southampton<br>shap=-0.019",
          "None=Lievens, Mr. Rene Aime<br>Embarked=Embarked_Southampton<br>shap=-0.012",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Embarked=Embarked_Southampton<br>shap=-0.018",
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          "None=Ali, Mr. William<br>Embarked=Embarked_Southampton<br>shap=-0.011",
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          "None=Slemen, Mr. Richard James<br>Embarked=Embarked_Southampton<br>shap=-0.008",
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          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>shap=0.001",
          "None=Palsson, Master. Gosta Leonard<br>Age=2.0<br>shap=0.035",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=27.0<br>shap=-0.005",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>shap=0.019",
          "None=Saundercock, Mr. William Henry<br>Age=20.0<br>shap=0.005",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=14.0<br>shap=0.012",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=38.0<br>shap=-0.029",
          "None=Glynn, Miss. Mary Agatha<br>Age=nan<br>shap=0.018",
          "None=Meyer, Mr. Edgar Joseph<br>Age=28.0<br>shap=-0.001",
          "None=Kraeff, Mr. Theodor<br>Age=nan<br>shap=0.009",
          "None=Devaney, Miss. Margaret Delia<br>Age=19.0<br>shap=0.004",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=18.0<br>shap=0.000",
          "None=Rugg, Miss. Emily<br>Age=21.0<br>shap=0.002",
          "None=Harris, Mr. Henry Birkhardt<br>Age=45.0<br>shap=-0.030",
          "None=Skoog, Master. Harald<br>Age=4.0<br>shap=0.029",
          "None=Kink, Mr. Vincenz<br>Age=26.0<br>shap=0.003",
          "None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>shap=0.006",
          "None=Ilett, Miss. Bertha<br>Age=17.0<br>shap=0.005",
          "None=Ford, Mr. William Neal<br>Age=16.0<br>shap=0.003",
          "None=Christmann, Mr. Emil<br>Age=29.0<br>shap=0.005",
          "None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>shap=0.005",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>shap=-0.037",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=nan<br>shap=0.008",
          "None=White, Mr. Richard Frasar<br>Age=21.0<br>shap=0.030",
          "None=Rekic, Mr. Tido<br>Age=38.0<br>shap=-0.019",
          "None=Moran, Miss. Bertha<br>Age=nan<br>shap=0.017",
          "None=Barton, Mr. David John<br>Age=22.0<br>shap=0.006",
          "None=Jussila, Miss. Katriina<br>Age=20.0<br>shap=-0.002",
          "None=Pekoniemi, Mr. Edvard<br>Age=21.0<br>shap=0.004",
          "None=Turpin, Mr. William John Robert<br>Age=29.0<br>shap=0.003",
          "None=Moore, Mr. Leonard Charles<br>Age=nan<br>shap=0.007",
          "None=Osen, Mr. Olaf Elon<br>Age=16.0<br>shap=0.007",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=9.0<br>shap=0.020",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=36.5<br>shap=-0.010",
          "None=Bateman, Rev. Robert James<br>Age=51.0<br>shap=-0.019",
          "None=Meo, Mr. Alfonzo<br>Age=55.5<br>shap=-0.031",
          "None=Cribb, Mr. John Hatfield<br>Age=44.0<br>shap=-0.039",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=nan<br>shap=0.010",
          "None=Van der hoef, Mr. Wyckoff<br>Age=61.0<br>shap=-0.064",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=21.0<br>shap=0.004",
          "None=Klasen, Mr. Klas Albin<br>Age=18.0<br>shap=-0.001",
          "None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>shap=0.015",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=19.0<br>shap=0.001",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>shap=-0.031",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>shap=0.004",
          "None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>shap=0.007",
          "None=Blank, Mr. Henry<br>Age=40.0<br>shap=-0.029",
          "None=Ali, Mr. Ahmed<br>Age=24.0<br>shap=0.005",
          "None=Green, Mr. George Henry<br>Age=51.0<br>shap=-0.021",
          "None=Nenkoff, Mr. Christo<br>Age=nan<br>shap=0.008",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>shap=0.009",
          "None=Harknett, Miss. Alice Phoebe<br>Age=nan<br>shap=0.007",
          "None=Hunt, Mr. George Henry<br>Age=33.0<br>shap=-0.004",
          "None=Reed, Mr. James George<br>Age=nan<br>shap=0.008",
          "None=Stead, Mr. William Thomas<br>Age=62.0<br>shap=-0.055",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=nan<br>shap=0.007",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=50.0<br>shap=-0.017",
          "None=Smith, Mr. Thomas<br>Age=nan<br>shap=0.012",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=3.0<br>shap=0.033",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=nan<br>shap=0.018",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=63.0<br>shap=-0.046",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=35.0<br>shap=-0.018",
          "None=Smith, Mr. Richard William<br>Age=nan<br>shap=0.013",
          "None=Connolly, Miss. Kate<br>Age=22.0<br>shap=0.003",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=19.0<br>shap=0.011",
          "None=Levy, Mr. Rene Jacques<br>Age=36.0<br>shap=-0.000",
          "None=Lewy, Mr. Ervin G<br>Age=nan<br>shap=0.017",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=nan<br>shap=0.007",
          "None=Sage, Mr. George John Jr<br>Age=nan<br>shap=0.023",
          "None=Nysveen, Mr. Johan Hansen<br>Age=61.0<br>shap=-0.033",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=nan<br>shap=0.008",
          "None=Denkoff, Mr. Mitto<br>Age=nan<br>shap=0.008",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=41.0<br>shap=-0.012",
          "None=Dimic, Mr. Jovan<br>Age=42.0<br>shap=-0.020",
          "None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>shap=0.002",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>shap=0.005",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=nan<br>shap=0.007",
          "None=Widener, Mr. Harry Elkins<br>Age=27.0<br>shap=0.010",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>shap=0.006",
          "None=Plotcharsky, Mr. Vasil<br>Age=nan<br>shap=0.008",
          "None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>shap=0.032",
          "None=Sadlier, Mr. Matthew<br>Age=nan<br>shap=0.012",
          "None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>shap=0.002",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>shap=0.014",
          "None=Niskanen, Mr. Juha<br>Age=39.0<br>shap=-0.013",
          "None=Minahan, Miss. Daisy E<br>Age=33.0<br>shap=-0.005",
          "None=Matthews, Mr. William John<br>Age=30.0<br>shap=0.001",
          "None=Charters, Mr. David<br>Age=21.0<br>shap=0.007",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=19.0<br>shap=0.005",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>shap=-0.029",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=nan<br>shap=0.007",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>shap=-0.044",
          "None=Anderson, Mr. Harry<br>Age=48.0<br>shap=-0.029",
          "None=Milling, Mr. Jacob Christian<br>Age=48.0<br>shap=-0.019",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>shap=-0.007",
          "None=Karlsson, Mr. Nils August<br>Age=22.0<br>shap=0.007",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=nan<br>shap=0.008",
          "None=Bishop, Mr. Dickinson H<br>Age=25.0<br>shap=0.021",
          "None=Windelov, Mr. Einar<br>Age=21.0<br>shap=0.006",
          "None=Shellard, Mr. Frederick William<br>Age=nan<br>shap=0.015",
          "None=Svensson, Mr. Olof<br>Age=24.0<br>shap=0.005",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>shap=0.018",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>shap=-0.014",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>shap=0.031",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=nan<br>shap=0.017",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=36.0<br>shap=-0.003",
          "None=Kassem, Mr. Fared<br>Age=nan<br>shap=0.009",
          "None=Cacic, Miss. Marija<br>Age=30.0<br>shap=0.001",
          "None=Hart, Miss. Eva Miriam<br>Age=7.0<br>shap=0.025",
          "None=Butt, Major. Archibald Willingham<br>Age=45.0<br>shap=-0.035",
          "None=Beane, Mr. Edward<br>Age=32.0<br>shap=0.007",
          "None=Goldsmith, Mr. Frank John<br>Age=33.0<br>shap=-0.019",
          "None=Ohman, Miss. Velin<br>Age=22.0<br>shap=0.004",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>shap=-0.015",
          "None=Morrow, Mr. Thomas Rowan<br>Age=nan<br>shap=0.012",
          "None=Harris, Mr. George<br>Age=62.0<br>shap=-0.037",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>shap=-0.022",
          "None=Patchett, Mr. George<br>Age=19.0<br>shap=0.003",
          "None=Ross, Mr. John Hugo<br>Age=36.0<br>shap=0.010",
          "None=Murdlin, Mr. Joseph<br>Age=nan<br>shap=0.007",
          "None=Bourke, Miss. Mary<br>Age=nan<br>shap=0.022",
          "None=Boulos, Mr. Hanna<br>Age=nan<br>shap=0.009",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=49.0<br>shap=-0.028",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=35.0<br>shap=-0.007",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>shap=-0.011",
          "None=Daniel, Mr. Robert Williams<br>Age=27.0<br>shap=0.005",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>shap=0.011",
          "None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>shap=-0.016",
          "None=Jardin, Mr. Jose Neto<br>Age=nan<br>shap=0.008",
          "None=Horgan, Mr. John<br>Age=nan<br>shap=0.012",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>shap=-0.002",
          "None=Yasbeck, Mr. Antoni<br>Age=27.0<br>shap=0.003",
          "None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>shap=0.005",
          "None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>shap=-0.024",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>shap=0.030",
          "None=Willey, Mr. Edward<br>Age=nan<br>shap=0.008",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>shap=0.004",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Age=18.0<br>shap=0.004",
          "None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>shap=0.004",
          "None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>shap=-0.035",
          "None=Coleff, Mr. Peju<br>Age=36.0<br>shap=-0.012",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>shap=-0.021",
          "None=Davidson, Mr. Thornton<br>Age=31.0<br>shap=0.037",
          "None=Turja, Miss. Anna Sofia<br>Age=18.0<br>shap=0.001",
          "None=Hassab, Mr. Hammad<br>Age=27.0<br>shap=0.013",
          "None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>shap=0.005",
          "None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>shap=0.005",
          "None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>shap=0.006",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>shap=-0.036",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>shap=0.013",
          "None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>shap=0.003",
          "None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>shap=-0.026",
          "None=Klaber, Mr. Herman<br>Age=nan<br>shap=0.025",
          "None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>shap=-0.036",
          "None=Larsson, Mr. August Viktor<br>Age=29.0<br>shap=0.005",
          "None=Greenberg, Mr. Samuel<br>Age=52.0<br>shap=-0.031",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Age=27.0<br>shap=0.014",
          "None=McEvoy, Mr. Michael<br>Age=nan<br>shap=0.014",
          "None=Johnson, Mr. Malkolm Joackim<br>Age=33.0<br>shap=-0.007",
          "None=Gillespie, Mr. William Henry<br>Age=34.0<br>shap=-0.005",
          "None=Allen, Miss. Elisabeth Walton<br>Age=29.0<br>shap=0.012",
          "None=Berriman, Mr. William John<br>Age=23.0<br>shap=0.004",
          "None=Troupiansky, Mr. Moses Aaron<br>Age=23.0<br>shap=0.004",
          "None=Williams, Mr. Leslie<br>Age=28.5<br>shap=0.001",
          "None=Ivanoff, Mr. Kanio<br>Age=nan<br>shap=0.008",
          "None=McNamee, Mr. Neal<br>Age=24.0<br>shap=-0.001",
          "None=Connaghton, Mr. Michael<br>Age=31.0<br>shap=-0.001",
          "None=Carlsson, Mr. August Sigfrid<br>Age=28.0<br>shap=0.005",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Age=33.0<br>shap=0.008",
          "None=Eklund, Mr. Hans Linus<br>Age=16.0<br>shap=0.008",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Age=51.0<br>shap=-0.015",
          "None=Moran, Mr. Daniel J<br>Age=nan<br>shap=0.012",
          "None=Lievens, Mr. Rene Aime<br>Age=24.0<br>shap=0.005",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Age=43.0<br>shap=-0.015",
          "None=Ayoub, Miss. Banoura<br>Age=13.0<br>shap=0.015",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Age=17.0<br>shap=0.012",
          "None=Johnston, Mr. Andrew G<br>Age=nan<br>shap=0.034",
          "None=Ali, Mr. William<br>Age=25.0<br>shap=0.003",
          "None=Sjoblom, Miss. Anna Sofia<br>Age=18.0<br>shap=0.002",
          "None=Guggenheim, Mr. Benjamin<br>Age=46.0<br>shap=-0.025",
          "None=Leader, Dr. Alice (Farnham)<br>Age=49.0<br>shap=-0.017",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Age=31.0<br>shap=0.002",
          "None=Carter, Master. William Thornton II<br>Age=11.0<br>shap=0.040",
          "None=Thomas, Master. Assad Alexander<br>Age=0.42<br>shap=0.032",
          "None=Johansson, Mr. Karl Johan<br>Age=31.0<br>shap=0.007",
          "None=Slemen, Mr. Richard James<br>Age=35.0<br>shap=-0.006",
          "None=Tomlin, Mr. Ernest Portage<br>Age=30.5<br>shap=0.004",
          "None=McCormack, Mr. Thomas Joseph<br>Age=nan<br>shap=0.012",
          "None=Richards, Master. George Sibley<br>Age=0.83<br>shap=0.042",
          "None=Mudd, Mr. Thomas Charles<br>Age=16.0<br>shap=0.007",
          "None=Lemberopolous, Mr. Peter L<br>Age=34.5<br>shap=-0.019",
          "None=Sage, Mr. Douglas Bullen<br>Age=nan<br>shap=0.023",
          "None=Boulos, Miss. Nourelain<br>Age=9.0<br>shap=0.027",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Age=18.0<br>shap=0.003",
          "None=Razi, Mr. Raihed<br>Age=nan<br>shap=0.009",
          "None=Johnson, Master. Harold Theodor<br>Age=4.0<br>shap=0.033",
          "None=Carlsson, Mr. Frans Olof<br>Age=33.0<br>shap=0.023",
          "None=Gustafsson, Mr. Alfred Ossian<br>Age=20.0<br>shap=0.004",
          "None=Montvila, Rev. Juozas<br>Age=27.0<br>shap=0.002"
         ],
         "type": "scattergl",
         "x": [
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          "None=Nysveen, Mr. Johan Hansen<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>No_of_parents_plus_children_on_board=0<br>shap=0.007",
          "None=Denkoff, Mr. Mitto<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=Burns, Miss. Elizabeth Margaret<br>No_of_parents_plus_children_on_board=0<br>shap=0.004",
          "None=Dimic, Mr. Jovan<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=del Carlo, Mr. Sebastiano<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Beavan, Mr. William Thomas<br>No_of_parents_plus_children_on_board=0<br>shap=-0.008",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>No_of_parents_plus_children_on_board=0<br>shap=0.004",
          "None=Widener, Mr. Harry Elkins<br>No_of_parents_plus_children_on_board=2<br>shap=0.027",
          "None=Gustafsson, Mr. Karl Gideon<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Plotcharsky, Mr. Vasil<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=Goodwin, Master. Sidney Leonard<br>No_of_parents_plus_children_on_board=2<br>shap=0.015",
          "None=Sadlier, Mr. Matthew<br>No_of_parents_plus_children_on_board=0<br>shap=-0.012",
          "None=Gustafsson, Mr. Johan Birger<br>No_of_parents_plus_children_on_board=0<br>shap=-0.005",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>No_of_parents_plus_children_on_board=2<br>shap=0.003",
          "None=Niskanen, Mr. Juha<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Minahan, Miss. Daisy E<br>No_of_parents_plus_children_on_board=0<br>shap=0.007",
          "None=Matthews, Mr. William John<br>No_of_parents_plus_children_on_board=0<br>shap=-0.012",
          "None=Charters, Mr. David<br>No_of_parents_plus_children_on_board=0<br>shap=-0.007",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>No_of_parents_plus_children_on_board=0<br>shap=0.001",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>No_of_parents_plus_children_on_board=1<br>shap=0.016",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=Peuchen, Major. Arthur Godfrey<br>No_of_parents_plus_children_on_board=0<br>shap=-0.005",
          "None=Anderson, Mr. Harry<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Milling, Mr. Jacob Christian<br>No_of_parents_plus_children_on_board=0<br>shap=-0.011",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>No_of_parents_plus_children_on_board=2<br>shap=0.007",
          "None=Karlsson, Mr. Nils August<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>No_of_parents_plus_children_on_board=0<br>shap=-0.018",
          "None=Bishop, Mr. Dickinson H<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Windelov, Mr. Einar<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Shellard, Mr. Frederick William<br>No_of_parents_plus_children_on_board=0<br>shap=-0.014",
          "None=Svensson, Mr. Olof<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=O'Sullivan, Miss. Bridget Mary<br>No_of_parents_plus_children_on_board=0<br>shap=0.009",
          "None=Laitinen, Miss. Kristina Sofia<br>No_of_parents_plus_children_on_board=0<br>shap=0.008",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>No_of_parents_plus_children_on_board=0<br>shap=0.003",
          "None=Kassem, Mr. Fared<br>No_of_parents_plus_children_on_board=0<br>shap=-0.016",
          "None=Cacic, Miss. Marija<br>No_of_parents_plus_children_on_board=0<br>shap=0.007",
          "None=Hart, Miss. Eva Miriam<br>No_of_parents_plus_children_on_board=2<br>shap=0.013",
          "None=Butt, Major. Archibald Willingham<br>No_of_parents_plus_children_on_board=0<br>shap=-0.012",
          "None=Beane, Mr. Edward<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Goldsmith, Mr. Frank John<br>No_of_parents_plus_children_on_board=1<br>shap=0.032",
          "None=Ohman, Miss. Velin<br>No_of_parents_plus_children_on_board=0<br>shap=0.005",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>No_of_parents_plus_children_on_board=1<br>shap=0.009",
          "None=Morrow, Mr. Thomas Rowan<br>No_of_parents_plus_children_on_board=0<br>shap=-0.012",
          "None=Harris, Mr. George<br>No_of_parents_plus_children_on_board=0<br>shap=-0.011",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>No_of_parents_plus_children_on_board=0<br>shap=0.008",
          "None=Patchett, Mr. George<br>No_of_parents_plus_children_on_board=0<br>shap=-0.010",
          "None=Ross, Mr. John Hugo<br>No_of_parents_plus_children_on_board=0<br>shap=-0.008",
          "None=Murdlin, Mr. Joseph<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=Bourke, Miss. Mary<br>No_of_parents_plus_children_on_board=2<br>shap=0.001",
          "None=Boulos, Mr. Hanna<br>No_of_parents_plus_children_on_board=0<br>shap=-0.016",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>No_of_parents_plus_children_on_board=0<br>shap=-0.005",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Lindell, Mr. Edvard Bengtsson<br>No_of_parents_plus_children_on_board=0<br>shap=-0.005",
          "None=Daniel, Mr. Robert Williams<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>No_of_parents_plus_children_on_board=2<br>shap=0.003",
          "None=Shutes, Miss. Elizabeth W<br>No_of_parents_plus_children_on_board=0<br>shap=0.008",
          "None=Jardin, Mr. Jose Neto<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=Horgan, Mr. John<br>No_of_parents_plus_children_on_board=0<br>shap=-0.012",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>No_of_parents_plus_children_on_board=0<br>shap=0.007",
          "None=Yasbeck, Mr. Antoni<br>No_of_parents_plus_children_on_board=0<br>shap=-0.007",
          "None=Bostandyeff, Mr. Guentcho<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Lundahl, Mr. Johan Svensson<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Stahelin-Maeglin, Dr. Max<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Willey, Mr. Edward<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=Stanley, Miss. Amy Zillah Elsie<br>No_of_parents_plus_children_on_board=0<br>shap=0.006",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>No_of_parents_plus_children_on_board=0<br>shap=0.008",
          "None=Eitemiller, Mr. George Floyd<br>No_of_parents_plus_children_on_board=0<br>shap=-0.015",
          "None=Colley, Mr. Edward Pomeroy<br>No_of_parents_plus_children_on_board=0<br>shap=-0.008",
          "None=Coleff, Mr. Peju<br>No_of_parents_plus_children_on_board=0<br>shap=-0.007",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>No_of_parents_plus_children_on_board=1<br>shap=0.021",
          "None=Davidson, Mr. Thornton<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Turja, Miss. Anna Sofia<br>No_of_parents_plus_children_on_board=0<br>shap=0.005",
          "None=Hassab, Mr. Hammad<br>No_of_parents_plus_children_on_board=0<br>shap=-0.011",
          "None=Goodwin, Mr. Charles Edward<br>No_of_parents_plus_children_on_board=2<br>shap=0.001",
          "None=Panula, Mr. Jaako Arnold<br>No_of_parents_plus_children_on_board=1<br>shap=0.009",
          "None=Fischer, Mr. Eberhard Thelander<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>No_of_parents_plus_children_on_board=0<br>shap=-0.011",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>No_of_parents_plus_children_on_board=0<br>shap=0.007",
          "None=Hansen, Mr. Henrik Juul<br>No_of_parents_plus_children_on_board=0<br>shap=-0.005",
          "None=Calderhead, Mr. Edward Pennington<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Klaber, Mr. Herman<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Taylor, Mr. Elmer Zebley<br>No_of_parents_plus_children_on_board=0<br>shap=-0.003",
          "None=Larsson, Mr. August Viktor<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Greenberg, Mr. Samuel<br>No_of_parents_plus_children_on_board=0<br>shap=-0.011",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>No_of_parents_plus_children_on_board=0<br>shap=0.003",
          "None=McEvoy, Mr. Michael<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=Johnson, Mr. Malkolm Joackim<br>No_of_parents_plus_children_on_board=0<br>shap=-0.007",
          "None=Gillespie, Mr. William Henry<br>No_of_parents_plus_children_on_board=0<br>shap=-0.012",
          "None=Allen, Miss. Elisabeth Walton<br>No_of_parents_plus_children_on_board=0<br>shap=0.004",
          "None=Berriman, Mr. William John<br>No_of_parents_plus_children_on_board=0<br>shap=-0.015",
          "None=Troupiansky, Mr. Moses Aaron<br>No_of_parents_plus_children_on_board=0<br>shap=-0.015",
          "None=Williams, Mr. Leslie<br>No_of_parents_plus_children_on_board=0<br>shap=-0.007",
          "None=Ivanoff, Mr. Kanio<br>No_of_parents_plus_children_on_board=0<br>shap=-0.013",
          "None=McNamee, Mr. Neal<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
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          "None=Carlsson, Mr. August Sigfrid<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>No_of_parents_plus_children_on_board=0<br>shap=0.001",
          "None=Eklund, Mr. Hans Linus<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>No_of_parents_plus_children_on_board=0<br>shap=0.005",
          "None=Moran, Mr. Daniel J<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
          "None=Lievens, Mr. Rene Aime<br>No_of_parents_plus_children_on_board=0<br>shap=-0.009",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>No_of_parents_plus_children_on_board=1<br>shap=0.012",
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          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>No_of_parents_plus_children_on_board=0<br>shap=0.001",
          "None=Johnston, Mr. Andrew G<br>No_of_parents_plus_children_on_board=2<br>shap=0.052",
          "None=Ali, Mr. William<br>No_of_parents_plus_children_on_board=0<br>shap=-0.007",
          "None=Sjoblom, Miss. Anna Sofia<br>No_of_parents_plus_children_on_board=0<br>shap=0.006",
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          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.005",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Palsson, Master. Gosta Leonard<br>No_of_siblings_plus_spouses_on_board=3<br>shap=-0.034",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.015",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.006",
          "None=Saundercock, Mr. William Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.011",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Glynn, Miss. Mary Agatha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Meyer, Mr. Edgar Joseph<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.011",
          "None=Kraeff, Mr. Theodor<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Devaney, Miss. Margaret Delia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.005",
          "None=Rugg, Miss. Emily<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.007",
          "None=Harris, Mr. Henry Birkhardt<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Skoog, Master. Harald<br>No_of_siblings_plus_spouses_on_board=3<br>shap=-0.038",
          "None=Kink, Mr. Vincenz<br>No_of_siblings_plus_spouses_on_board=2<br>shap=0.005",
          "None=Hood, Mr. Ambrose Jr<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.007",
          "None=Ilett, Miss. Bertha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Ford, Mr. William Neal<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Christmann, Mr. Emil<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Andreasson, Mr. Paul Edvin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Chaffee, Mr. Herbert Fuller<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.005",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=White, Mr. Richard Frasar<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Rekic, Mr. Tido<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Moran, Miss. Bertha<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.005",
          "None=Barton, Mr. David John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Jussila, Miss. Katriina<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.003",
          "None=Pekoniemi, Mr. Edvard<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Turpin, Mr. William John Robert<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Moore, Mr. Leonard Charles<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Osen, Mr. Olaf Elon<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>No_of_siblings_plus_spouses_on_board=2<br>shap=0.000",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.012",
          "None=Bateman, Rev. Robert James<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Meo, Mr. Alfonzo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Cribb, Mr. John Hatfield<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.012",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.012",
          "None=Van der hoef, Mr. Wyckoff<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.009",
          "None=Sivola, Mr. Antti Wilhelm<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Klasen, Mr. Klas Albin<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.006",
          "None=Rood, Mr. Hugh Roscoe<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.006",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Vande Walle, Mr. Nestor Cyriel<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Backstrom, Mr. Karl Alfred<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.005",
          "None=Blank, Mr. Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Ali, Mr. Ahmed<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Green, Mr. George Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Nenkoff, Mr. Christo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Asplund, Miss. Lillian Gertrud<br>No_of_siblings_plus_spouses_on_board=4<br>shap=-0.089",
          "None=Harknett, Miss. Alice Phoebe<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.013",
          "None=Hunt, Mr. George Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Reed, Mr. James George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Stead, Mr. William Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Thorne, Mrs. Gertrude Maybelle<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Parrish, Mrs. (Lutie Davis)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.012",
          "None=Smith, Mr. Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Asplund, Master. Edvin Rojj Felix<br>No_of_siblings_plus_spouses_on_board=4<br>shap=-0.044",
          "None=Healy, Miss. Hanora \"Nora\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Andrews, Miss. Kornelia Theodosia<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.008",
          "None=Smith, Mr. Richard William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.005",
          "None=Connolly, Miss. Kate<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.009",
          "None=Levy, Mr. Rene Jacques<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.000",
          "None=Lewy, Mr. Ervin G<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Sage, Mr. George John Jr<br>No_of_siblings_plus_spouses_on_board=8<br>shap=-0.056",
          "None=Nysveen, Mr. Johan Hansen<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.008",
          "None=Denkoff, Mr. Mitto<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Burns, Miss. Elizabeth Margaret<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.005",
          "None=Dimic, Mr. Jovan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=del Carlo, Mr. Sebastiano<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.003",
          "None=Beavan, Mr. William Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.010",
          "None=Widener, Mr. Harry Elkins<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.010",
          "None=Gustafsson, Mr. Karl Gideon<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Plotcharsky, Mr. Vasil<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Goodwin, Master. Sidney Leonard<br>No_of_siblings_plus_spouses_on_board=5<br>shap=-0.045",
          "None=Sadlier, Mr. Matthew<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Gustafsson, Mr. Johan Birger<br>No_of_siblings_plus_spouses_on_board=2<br>shap=0.005",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.011",
          "None=Niskanen, Mr. Juha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Minahan, Miss. Daisy E<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Matthews, Mr. William John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Charters, Mr. David<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Peuchen, Major. Arthur Godfrey<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Anderson, Mr. Harry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.010",
          "None=Milling, Mr. Jacob Christian<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.003",
          "None=Karlsson, Mr. Nils August<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Bishop, Mr. Dickinson H<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.021",
          "None=Windelov, Mr. Einar<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Shellard, Mr. Frederick William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.006",
          "None=Svensson, Mr. Olof<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=O'Sullivan, Miss. Bridget Mary<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.010",
          "None=Laitinen, Miss. Kristina Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.010",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.002",
          "None=Kassem, Mr. Fared<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Cacic, Miss. Marija<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Hart, Miss. Eva Miriam<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.018",
          "None=Butt, Major. Archibald Willingham<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.012",
          "None=Beane, Mr. Edward<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Goldsmith, Mr. Frank John<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Ohman, Miss. Velin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.002",
          "None=Morrow, Mr. Thomas Rowan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Harris, Mr. George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>No_of_siblings_plus_spouses_on_board=2<br>shap=0.002",
          "None=Patchett, Mr. George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.006",
          "None=Ross, Mr. John Hugo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Murdlin, Mr. Joseph<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Bourke, Miss. Mary<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.015",
          "None=Boulos, Mr. Hanna<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.008",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Lindell, Mr. Edvard Bengtsson<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.005",
          "None=Daniel, Mr. Robert Williams<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Shutes, Miss. Elizabeth W<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.007",
          "None=Jardin, Mr. Jose Neto<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Horgan, Mr. John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Yasbeck, Mr. Antoni<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.007",
          "None=Bostandyeff, Mr. Guentcho<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Lundahl, Mr. Johan Svensson<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Stahelin-Maeglin, Dr. Max<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.005",
          "None=Willey, Mr. Edward<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Stanley, Miss. Amy Zillah Elsie<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Eitemiller, Mr. George Floyd<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Colley, Mr. Edward Pomeroy<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Coleff, Mr. Peju<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Davidson, Mr. Thornton<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.016",
          "None=Turja, Miss. Anna Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Hassab, Mr. Hammad<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Goodwin, Mr. Charles Edward<br>No_of_siblings_plus_spouses_on_board=5<br>shap=-0.044",
          "None=Panula, Mr. Jaako Arnold<br>No_of_siblings_plus_spouses_on_board=4<br>shap=-0.041",
          "None=Fischer, Mr. Eberhard Thelander<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.001",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.007",
          "None=Hansen, Mr. Henrik Juul<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.006",
          "None=Calderhead, Mr. Edward Pennington<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.006",
          "None=Klaber, Mr. Herman<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.005",
          "None=Taylor, Mr. Elmer Zebley<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.002",
          "None=Larsson, Mr. August Viktor<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Greenberg, Mr. Samuel<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.005",
          "None=McEvoy, Mr. Michael<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.007",
          "None=Johnson, Mr. Malkolm Joackim<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Gillespie, Mr. William Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Allen, Miss. Elisabeth Walton<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Berriman, Mr. William John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Troupiansky, Mr. Moses Aaron<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Williams, Mr. Leslie<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.007",
          "None=Ivanoff, Mr. Kanio<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=McNamee, Mr. Neal<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Connaghton, Mr. Michael<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Carlsson, Mr. August Sigfrid<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.006",
          "None=Eklund, Mr. Hans Linus<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.003",
          "None=Moran, Mr. Daniel J<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.005",
          "None=Lievens, Mr. Rene Aime<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.006",
          "None=Ayoub, Miss. Banoura<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.007",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Johnston, Mr. Andrew G<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.007",
          "None=Ali, Mr. William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Sjoblom, Miss. Anna Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Guggenheim, Mr. Benjamin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.004",
          "None=Leader, Dr. Alice (Farnham)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.005",
          "None=Carter, Master. William Thornton II<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.019",
          "None=Thomas, Master. Assad Alexander<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.009",
          "None=Johansson, Mr. Karl Johan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
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Elizabeth Margaret<br>Age=41.0<br>shap=-0.012\", \"None=Dimic, Mr. Jovan<br>Age=42.0<br>shap=-0.020\", \"None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>shap=0.002\", \"None=Beavan, Mr. William Thomas<br>Age=19.0<br>shap=0.005\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=nan<br>shap=0.007\", \"None=Widener, Mr. Harry Elkins<br>Age=27.0<br>shap=0.010\", \"None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>shap=0.006\", \"None=Plotcharsky, Mr. Vasil<br>Age=nan<br>shap=0.008\", \"None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>shap=0.032\", \"None=Sadlier, Mr. Matthew<br>Age=nan<br>shap=0.012\", \"None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>shap=0.002\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>shap=0.014\", \"None=Niskanen, Mr. Juha<br>Age=39.0<br>shap=-0.013\", \"None=Minahan, Miss. Daisy E<br>Age=33.0<br>shap=-0.005\", \"None=Matthews, Mr. William John<br>Age=30.0<br>shap=0.001\", \"None=Charters, Mr. David<br>Age=21.0<br>shap=0.007\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Age=19.0<br>shap=0.005\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>shap=-0.029\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>Age=nan<br>shap=0.007\", \"None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>shap=-0.044\", \"None=Anderson, Mr. Harry<br>Age=48.0<br>shap=-0.029\", \"None=Milling, Mr. Jacob Christian<br>Age=48.0<br>shap=-0.019\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>shap=-0.007\", \"None=Karlsson, Mr. Nils August<br>Age=22.0<br>shap=0.007\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Age=nan<br>shap=0.008\", \"None=Bishop, Mr. Dickinson H<br>Age=25.0<br>shap=0.021\", \"None=Windelov, Mr. Einar<br>Age=21.0<br>shap=0.006\", \"None=Shellard, Mr. Frederick William<br>Age=nan<br>shap=0.015\", \"None=Svensson, Mr. Olof<br>Age=24.0<br>shap=0.005\", \"None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>shap=0.018\", \"None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>shap=-0.014\", \"None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>shap=0.031\", \"None=Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Age=nan<br>shap=0.017\", \"None=Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Age=36.0<br>shap=-0.003\", \"None=Kassem, Mr. Fared<br>Age=nan<br>shap=0.009\", \"None=Cacic, Miss. Marija<br>Age=30.0<br>shap=0.001\", \"None=Hart, Miss. Eva Miriam<br>Age=7.0<br>shap=0.025\", \"None=Butt, Major. Archibald Willingham<br>Age=45.0<br>shap=-0.035\", \"None=Beane, Mr. Edward<br>Age=32.0<br>shap=0.007\", \"None=Goldsmith, Mr. Frank John<br>Age=33.0<br>shap=-0.019\", \"None=Ohman, Miss. Velin<br>Age=22.0<br>shap=0.004\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>shap=-0.015\", \"None=Morrow, Mr. Thomas Rowan<br>Age=nan<br>shap=0.012\", \"None=Harris, Mr. George<br>Age=62.0<br>shap=-0.037\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>shap=-0.022\", \"None=Patchett, Mr. George<br>Age=19.0<br>shap=0.003\", \"None=Ross, Mr. John Hugo<br>Age=36.0<br>shap=0.010\", \"None=Murdlin, Mr. Joseph<br>Age=nan<br>shap=0.007\", \"None=Bourke, Miss. Mary<br>Age=nan<br>shap=0.022\", \"None=Boulos, Mr. Hanna<br>Age=nan<br>shap=0.009\", \"None=Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Age=49.0<br>shap=-0.028\", \"None=Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Age=35.0<br>shap=-0.007\", \"None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>shap=-0.011\", \"None=Daniel, Mr. Robert Williams<br>Age=27.0<br>shap=0.005\", \"None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>shap=0.011\", \"None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>shap=-0.016\", \"None=Jardin, Mr. Jose Neto<br>Age=nan<br>shap=0.008\", \"None=Horgan, Mr. John<br>Age=nan<br>shap=0.012\", \"None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>shap=-0.002\", \"None=Yasbeck, Mr. Antoni<br>Age=27.0<br>shap=0.003\", \"None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>shap=0.005\", \"None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>shap=-0.024\", \"None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>shap=0.030\", \"None=Willey, Mr. Edward<br>Age=nan<br>shap=0.008\", \"None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>shap=0.004\", \"None=Hegarty, Miss. Hanora \\\"Nora\\\"<br>Age=18.0<br>shap=0.004\", \"None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>shap=0.004\", \"None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>shap=-0.035\", \"None=Coleff, Mr. Peju<br>Age=36.0<br>shap=-0.012\", \"None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>shap=-0.021\", \"None=Davidson, Mr. Thornton<br>Age=31.0<br>shap=0.037\", \"None=Turja, Miss. Anna Sofia<br>Age=18.0<br>shap=0.001\", \"None=Hassab, Mr. Hammad<br>Age=27.0<br>shap=0.013\", \"None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>shap=0.005\", \"None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>shap=0.005\", \"None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>shap=0.006\", \"None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>shap=-0.036\", \"None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>shap=0.013\", \"None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>shap=0.003\", \"None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>shap=-0.026\", \"None=Klaber, Mr. Herman<br>Age=nan<br>shap=0.025\", \"None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>shap=-0.036\", \"None=Larsson, Mr. August Viktor<br>Age=29.0<br>shap=0.005\", \"None=Greenberg, Mr. Samuel<br>Age=52.0<br>shap=-0.031\", \"None=Troutt, Miss. 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   "source": [
    "explainer.plot_importances_detailed(topx=10)"
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   "source": [
    "## interaction importances"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### mean absolute shap interaction values for interactions with 'Sex' \n",
    "- the direct effect is usually the largest\n",
    "- in this case PassengerClass shows the biggest interaction with gender"
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      "Calculating shap interaction values...\n",
      "Reminder: TreeShap computational complexity is O(TLD^2), where T is the number of trees, L is the maximum number of leaves in any tree and D the maximal depth of any tree. So reducing these will speed up the calculation.\n"
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    "explainer.plot_interactions_importance(\"Fare\", topx=5)"
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   "source": [
    "### Detailed shap interactions summary:"
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          "None=Palsson, Master. Gosta Leonard<br>Sex=Sex_male<br>shap=-0.161",
          "None=Saundercock, Mr. William Henry<br>Sex=Sex_male<br>shap=-0.154",
          "None=Meyer, Mr. Edgar Joseph<br>Sex=Sex_male<br>shap=-0.150",
          "None=Kraeff, Mr. Theodor<br>Sex=Sex_male<br>shap=-0.154",
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          "None=Skoog, Master. Harald<br>Sex=Sex_male<br>shap=-0.162",
          "None=Kink, Mr. Vincenz<br>Sex=Sex_male<br>shap=-0.154",
          "None=Hood, Mr. Ambrose Jr<br>Sex=Sex_male<br>shap=-0.154",
          "None=Ford, Mr. William Neal<br>Sex=Sex_male<br>shap=-0.156",
          "None=Christmann, Mr. Emil<br>Sex=Sex_male<br>shap=-0.154",
          "None=Andreasson, Mr. Paul Edvin<br>Sex=Sex_male<br>shap=-0.155",
          "None=Chaffee, Mr. Herbert Fuller<br>Sex=Sex_male<br>shap=-0.146",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Sex=Sex_male<br>shap=-0.152",
          "None=White, Mr. Richard Frasar<br>Sex=Sex_male<br>shap=-0.155",
          "None=Rekic, Mr. Tido<br>Sex=Sex_male<br>shap=-0.154",
          "None=Barton, Mr. David John<br>Sex=Sex_male<br>shap=-0.154",
          "None=Pekoniemi, Mr. Edvard<br>Sex=Sex_male<br>shap=-0.154",
          "None=Turpin, Mr. William John Robert<br>Sex=Sex_male<br>shap=-0.155",
          "None=Moore, Mr. Leonard Charles<br>Sex=Sex_male<br>shap=-0.152",
          "None=Osen, Mr. Olaf Elon<br>Sex=Sex_male<br>shap=-0.153",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Sex=Sex_male<br>shap=-0.157",
          "None=Bateman, Rev. Robert James<br>Sex=Sex_male<br>shap=-0.155",
          "None=Meo, Mr. Alfonzo<br>Sex=Sex_male<br>shap=-0.153",
          "None=Cribb, Mr. John Hatfield<br>Sex=Sex_male<br>shap=-0.156",
          "None=Van der hoef, Mr. Wyckoff<br>Sex=Sex_male<br>shap=-0.146",
          "None=Sivola, Mr. Antti Wilhelm<br>Sex=Sex_male<br>shap=-0.154",
          "None=Klasen, Mr. Klas Albin<br>Sex=Sex_male<br>shap=-0.152",
          "None=Rood, Mr. Hugh Roscoe<br>Sex=Sex_male<br>shap=-0.157",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Sex=Sex_male<br>shap=-0.154",
          "None=Backstrom, Mr. Karl Alfred<br>Sex=Sex_male<br>shap=-0.155",
          "None=Blank, Mr. Henry<br>Sex=Sex_male<br>shap=-0.153",
          "None=Ali, Mr. Ahmed<br>Sex=Sex_male<br>shap=-0.154",
          "None=Green, Mr. George Henry<br>Sex=Sex_male<br>shap=-0.154",
          "None=Nenkoff, Mr. Christo<br>Sex=Sex_male<br>shap=-0.152",
          "None=Hunt, Mr. George Henry<br>Sex=Sex_male<br>shap=-0.155",
          "None=Reed, Mr. James George<br>Sex=Sex_male<br>shap=-0.152",
          "None=Stead, Mr. William Thomas<br>Sex=Sex_male<br>shap=-0.156",
          "None=Smith, Mr. Thomas<br>Sex=Sex_male<br>shap=-0.150",
          "None=Asplund, Master. Edvin Rojj Felix<br>Sex=Sex_male<br>shap=-0.163",
          "None=Smith, Mr. Richard William<br>Sex=Sex_male<br>shap=-0.159",
          "None=Levy, Mr. Rene Jacques<br>Sex=Sex_male<br>shap=-0.163",
          "None=Lewy, Mr. Ervin G<br>Sex=Sex_male<br>shap=-0.154",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Sex=Sex_male<br>shap=-0.152",
          "None=Sage, Mr. George John Jr<br>Sex=Sex_male<br>shap=-0.161",
          "None=Nysveen, Mr. Johan Hansen<br>Sex=Sex_male<br>shap=-0.152",
          "None=Denkoff, Mr. Mitto<br>Sex=Sex_male<br>shap=-0.152",
          "None=Dimic, Mr. Jovan<br>Sex=Sex_male<br>shap=-0.154",
          "None=del Carlo, Mr. Sebastiano<br>Sex=Sex_male<br>shap=-0.150",
          "None=Beavan, Mr. William Thomas<br>Sex=Sex_male<br>shap=-0.154",
          "None=Widener, Mr. Harry Elkins<br>Sex=Sex_male<br>shap=-0.154",
          "None=Gustafsson, Mr. Karl Gideon<br>Sex=Sex_male<br>shap=-0.155",
          "None=Plotcharsky, Mr. Vasil<br>Sex=Sex_male<br>shap=-0.152",
          "None=Goodwin, Master. Sidney Leonard<br>Sex=Sex_male<br>shap=-0.161",
          "None=Sadlier, Mr. Matthew<br>Sex=Sex_male<br>shap=-0.149",
          "None=Gustafsson, Mr. Johan Birger<br>Sex=Sex_male<br>shap=-0.154",
          "None=Niskanen, Mr. Juha<br>Sex=Sex_male<br>shap=-0.154",
          "None=Matthews, Mr. William John<br>Sex=Sex_male<br>shap=-0.155",
          "None=Charters, Mr. David<br>Sex=Sex_male<br>shap=-0.152",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Sex=Sex_male<br>shap=-0.152",
          "None=Peuchen, Major. Arthur Godfrey<br>Sex=Sex_male<br>shap=-0.152",
          "None=Anderson, Mr. Harry<br>Sex=Sex_male<br>shap=-0.155",
          "None=Milling, Mr. Jacob Christian<br>Sex=Sex_male<br>shap=-0.155",
          "None=Karlsson, Mr. Nils August<br>Sex=Sex_male<br>shap=-0.154",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Sex=Sex_male<br>shap=-0.153",
          "None=Bishop, Mr. Dickinson H<br>Sex=Sex_male<br>shap=-0.160",
          "None=Windelov, Mr. Einar<br>Sex=Sex_male<br>shap=-0.154",
          "None=Shellard, Mr. Frederick William<br>Sex=Sex_male<br>shap=-0.155",
          "None=Svensson, Mr. Olof<br>Sex=Sex_male<br>shap=-0.155",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Sex=Sex_male<br>shap=-0.157",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Sex=Sex_male<br>shap=-0.155",
          "None=Kassem, Mr. Fared<br>Sex=Sex_male<br>shap=-0.155",
          "None=Butt, Major. Archibald Willingham<br>Sex=Sex_male<br>shap=-0.146",
          "None=Beane, Mr. Edward<br>Sex=Sex_male<br>shap=-0.153",
          "None=Goldsmith, Mr. Frank John<br>Sex=Sex_male<br>shap=-0.154",
          "None=Morrow, Mr. Thomas Rowan<br>Sex=Sex_male<br>shap=-0.150",
          "None=Harris, Mr. George<br>Sex=Sex_male<br>shap=-0.156",
          "None=Patchett, Mr. George<br>Sex=Sex_male<br>shap=-0.155",
          "None=Ross, Mr. John Hugo<br>Sex=Sex_male<br>shap=-0.159",
          "None=Murdlin, Mr. Joseph<br>Sex=Sex_male<br>shap=-0.152",
          "None=Boulos, Mr. Hanna<br>Sex=Sex_male<br>shap=-0.155",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Sex=Sex_male<br>shap=-0.152",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Sex=Sex_male<br>shap=-0.153",
          "None=Lindell, Mr. Edvard Bengtsson<br>Sex=Sex_male<br>shap=-0.155",
          "None=Daniel, Mr. Robert Williams<br>Sex=Sex_male<br>shap=-0.154",
          "None=Jardin, Mr. Jose Neto<br>Sex=Sex_male<br>shap=-0.152",
          "None=Horgan, Mr. John<br>Sex=Sex_male<br>shap=-0.150",
          "None=Yasbeck, Mr. Antoni<br>Sex=Sex_male<br>shap=-0.156",
          "None=Bostandyeff, Mr. Guentcho<br>Sex=Sex_male<br>shap=-0.155",
          "None=Lundahl, Mr. Johan Svensson<br>Sex=Sex_male<br>shap=-0.153",
          "None=Stahelin-Maeglin, Dr. Max<br>Sex=Sex_male<br>shap=-0.156",
          "None=Willey, Mr. Edward<br>Sex=Sex_male<br>shap=-0.152",
          "None=Eitemiller, Mr. George Floyd<br>Sex=Sex_male<br>shap=-0.155",
          "None=Colley, Mr. Edward Pomeroy<br>Sex=Sex_male<br>shap=-0.155",
          "None=Coleff, Mr. Peju<br>Sex=Sex_male<br>shap=-0.154",
          "None=Davidson, Mr. Thornton<br>Sex=Sex_male<br>shap=-0.158",
          "None=Hassab, Mr. Hammad<br>Sex=Sex_male<br>shap=-0.158",
          "None=Goodwin, Mr. Charles Edward<br>Sex=Sex_male<br>shap=-0.158",
          "None=Panula, Mr. Jaako Arnold<br>Sex=Sex_male<br>shap=-0.158",
          "None=Fischer, Mr. Eberhard Thelander<br>Sex=Sex_male<br>shap=-0.155",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Sex=Sex_male<br>shap=-0.153",
          "None=Hansen, Mr. Henrik Juul<br>Sex=Sex_male<br>shap=-0.155",
          "None=Calderhead, Mr. Edward Pennington<br>Sex=Sex_male<br>shap=-0.156",
          "None=Klaber, Mr. Herman<br>Sex=Sex_male<br>shap=-0.160",
          "None=Taylor, Mr. Elmer Zebley<br>Sex=Sex_male<br>shap=-0.148",
          "None=Larsson, Mr. August Viktor<br>Sex=Sex_male<br>shap=-0.154",
          "None=Greenberg, Mr. Samuel<br>Sex=Sex_male<br>shap=-0.154",
          "None=McEvoy, Mr. Michael<br>Sex=Sex_male<br>shap=-0.151",
          "None=Johnson, Mr. Malkolm Joackim<br>Sex=Sex_male<br>shap=-0.154",
          "None=Gillespie, Mr. William Henry<br>Sex=Sex_male<br>shap=-0.155",
          "None=Berriman, Mr. William John<br>Sex=Sex_male<br>shap=-0.155",
          "None=Troupiansky, Mr. Moses Aaron<br>Sex=Sex_male<br>shap=-0.155",
          "None=Williams, Mr. Leslie<br>Sex=Sex_male<br>shap=-0.156",
          "None=Ivanoff, Mr. Kanio<br>Sex=Sex_male<br>shap=-0.152",
          "None=McNamee, Mr. Neal<br>Sex=Sex_male<br>shap=-0.154",
          "None=Connaghton, Mr. Michael<br>Sex=Sex_male<br>shap=-0.157",
          "None=Carlsson, Mr. August Sigfrid<br>Sex=Sex_male<br>shap=-0.155",
          "None=Eklund, Mr. Hans Linus<br>Sex=Sex_male<br>shap=-0.154",
          "None=Moran, Mr. Daniel J<br>Sex=Sex_male<br>shap=-0.152",
          "None=Lievens, Mr. Rene Aime<br>Sex=Sex_male<br>shap=-0.154",
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          "None=Ali, Mr. William<br>Sex=Sex_male<br>shap=-0.154",
          "None=Guggenheim, Mr. Benjamin<br>Sex=Sex_male<br>shap=-0.156",
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          "None=Mudd, Mr. Thomas Charles<br>Sex=Sex_male<br>shap=-0.153",
          "None=Lemberopolous, Mr. Peter L<br>Sex=Sex_male<br>shap=-0.155",
          "None=Sage, Mr. Douglas Bullen<br>Sex=Sex_male<br>shap=-0.161",
          "None=Razi, Mr. Raihed<br>Sex=Sex_male<br>shap=-0.155",
          "None=Johnson, Master. Harold Theodor<br>Sex=Sex_male<br>shap=-0.156",
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          "None=Gustafsson, Mr. Alfred Ossian<br>Sex=Sex_male<br>shap=-0.155",
          "None=Montvila, Rev. Juozas<br>Sex=Sex_male<br>shap=-0.155"
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          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>PassengerClass=1<br>shap=0.016",
          "None=Palsson, Master. Gosta Leonard<br>PassengerClass=3<br>shap=0.015",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>PassengerClass=3<br>shap=-0.025",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>PassengerClass=2<br>shap=0.030",
          "None=Saundercock, Mr. William Henry<br>PassengerClass=3<br>shap=0.014",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>PassengerClass=3<br>shap=-0.022",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>PassengerClass=3<br>shap=-0.030",
          "None=Glynn, Miss. Mary Agatha<br>PassengerClass=3<br>shap=-0.018",
          "None=Meyer, Mr. Edgar Joseph<br>PassengerClass=1<br>shap=-0.013",
          "None=Kraeff, Mr. Theodor<br>PassengerClass=3<br>shap=0.012",
          "None=Devaney, Miss. Margaret Delia<br>PassengerClass=3<br>shap=-0.018",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>PassengerClass=3<br>shap=-0.024",
          "None=Rugg, Miss. Emily<br>PassengerClass=2<br>shap=0.026",
          "None=Harris, Mr. Henry Birkhardt<br>PassengerClass=1<br>shap=-0.014",
          "None=Skoog, Master. Harald<br>PassengerClass=3<br>shap=0.018",
          "None=Kink, Mr. Vincenz<br>PassengerClass=3<br>shap=0.014",
          "None=Hood, Mr. Ambrose Jr<br>PassengerClass=2<br>shap=-0.018",
          "None=Ilett, Miss. Bertha<br>PassengerClass=2<br>shap=0.026",
          "None=Ford, Mr. William Neal<br>PassengerClass=3<br>shap=0.017",
          "None=Christmann, Mr. Emil<br>PassengerClass=3<br>shap=0.014",
          "None=Andreasson, Mr. Paul Edvin<br>PassengerClass=3<br>shap=0.014",
          "None=Chaffee, Mr. Herbert Fuller<br>PassengerClass=1<br>shap=-0.016",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>PassengerClass=3<br>shap=0.014",
          "None=White, Mr. Richard Frasar<br>PassengerClass=1<br>shap=-0.013",
          "None=Rekic, Mr. Tido<br>PassengerClass=3<br>shap=0.014",
          "None=Moran, Miss. Bertha<br>PassengerClass=3<br>shap=-0.022",
          "None=Barton, Mr. David John<br>PassengerClass=3<br>shap=0.014",
          "None=Jussila, Miss. Katriina<br>PassengerClass=3<br>shap=-0.022",
          "None=Pekoniemi, Mr. Edvard<br>PassengerClass=3<br>shap=0.014",
          "None=Turpin, Mr. William John Robert<br>PassengerClass=2<br>shap=-0.015",
          "None=Moore, Mr. Leonard Charles<br>PassengerClass=3<br>shap=0.014",
          "None=Osen, Mr. Olaf Elon<br>PassengerClass=3<br>shap=0.014",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>PassengerClass=3<br>shap=-0.027",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>PassengerClass=2<br>shap=-0.011",
          "None=Bateman, Rev. Robert James<br>PassengerClass=2<br>shap=-0.014",
          "None=Meo, Mr. Alfonzo<br>PassengerClass=3<br>shap=0.015",
          "None=Cribb, Mr. John Hatfield<br>PassengerClass=3<br>shap=0.016",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>PassengerClass=1<br>shap=0.019",
          "None=Van der hoef, Mr. Wyckoff<br>PassengerClass=1<br>shap=-0.016",
          "None=Sivola, Mr. Antti Wilhelm<br>PassengerClass=3<br>shap=0.014",
          "None=Klasen, Mr. Klas Albin<br>PassengerClass=3<br>shap=0.013",
          "None=Rood, Mr. Hugh Roscoe<br>PassengerClass=1<br>shap=-0.013",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>PassengerClass=3<br>shap=-0.022",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>PassengerClass=1<br>shap=0.015",
          "None=Vande Walle, Mr. Nestor Cyriel<br>PassengerClass=3<br>shap=0.014",
          "None=Backstrom, Mr. Karl Alfred<br>PassengerClass=3<br>shap=0.015",
          "None=Blank, Mr. Henry<br>PassengerClass=1<br>shap=-0.010",
          "None=Ali, Mr. Ahmed<br>PassengerClass=3<br>shap=0.014",
          "None=Green, Mr. George Henry<br>PassengerClass=3<br>shap=0.015",
          "None=Nenkoff, Mr. Christo<br>PassengerClass=3<br>shap=0.014",
          "None=Asplund, Miss. Lillian Gertrud<br>PassengerClass=3<br>shap=-0.028",
          "None=Harknett, Miss. Alice Phoebe<br>PassengerClass=3<br>shap=-0.021",
          "None=Hunt, Mr. George Henry<br>PassengerClass=2<br>shap=-0.014",
          "None=Reed, Mr. James George<br>PassengerClass=3<br>shap=0.013",
          "None=Stead, Mr. William Thomas<br>PassengerClass=1<br>shap=-0.012",
          "None=Thorne, Mrs. Gertrude Maybelle<br>PassengerClass=1<br>shap=0.022",
          "None=Parrish, Mrs. (Lutie Davis)<br>PassengerClass=2<br>shap=0.028",
          "None=Smith, Mr. Thomas<br>PassengerClass=3<br>shap=0.011",
          "None=Asplund, Master. Edvin Rojj Felix<br>PassengerClass=3<br>shap=0.018",
          "None=Healy, Miss. Hanora \"Nora\"<br>PassengerClass=3<br>shap=-0.018",
          "None=Andrews, Miss. Kornelia Theodosia<br>PassengerClass=1<br>shap=0.018",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>PassengerClass=3<br>shap=-0.023",
          "None=Smith, Mr. Richard William<br>PassengerClass=1<br>shap=-0.011",
          "None=Connolly, Miss. Kate<br>PassengerClass=3<br>shap=-0.019",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>PassengerClass=1<br>shap=0.011",
          "None=Levy, Mr. Rene Jacques<br>PassengerClass=2<br>shap=-0.009",
          "None=Lewy, Mr. Ervin G<br>PassengerClass=1<br>shap=-0.012",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>PassengerClass=3<br>shap=0.014",
          "None=Sage, Mr. George John Jr<br>PassengerClass=3<br>shap=0.017",
          "None=Nysveen, Mr. Johan Hansen<br>PassengerClass=3<br>shap=0.012",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>PassengerClass=1<br>shap=0.018",
          "None=Denkoff, Mr. Mitto<br>PassengerClass=3<br>shap=0.014",
          "None=Burns, Miss. Elizabeth Margaret<br>PassengerClass=1<br>shap=0.018",
          "None=Dimic, Mr. Jovan<br>PassengerClass=3<br>shap=0.015",
          "None=del Carlo, Mr. Sebastiano<br>PassengerClass=2<br>shap=-0.017",
          "None=Beavan, Mr. William Thomas<br>PassengerClass=3<br>shap=0.014",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>PassengerClass=1<br>shap=0.019",
          "None=Widener, Mr. Harry Elkins<br>PassengerClass=1<br>shap=-0.009",
          "None=Gustafsson, Mr. Karl Gideon<br>PassengerClass=3<br>shap=0.014",
          "None=Plotcharsky, Mr. Vasil<br>PassengerClass=3<br>shap=0.014",
          "None=Goodwin, Master. Sidney Leonard<br>PassengerClass=3<br>shap=0.018",
          "None=Sadlier, Mr. Matthew<br>PassengerClass=3<br>shap=0.011",
          "None=Gustafsson, Mr. Johan Birger<br>PassengerClass=3<br>shap=0.014",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>PassengerClass=3<br>shap=-0.025",
          "None=Niskanen, Mr. Juha<br>PassengerClass=3<br>shap=0.014",
          "None=Minahan, Miss. Daisy E<br>PassengerClass=1<br>shap=0.016",
          "None=Matthews, Mr. William John<br>PassengerClass=2<br>shap=-0.014",
          "None=Charters, Mr. David<br>PassengerClass=3<br>shap=0.012",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>PassengerClass=2<br>shap=0.032",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>PassengerClass=2<br>shap=0.028",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>PassengerClass=3<br>shap=0.014",
          "None=Peuchen, Major. Arthur Godfrey<br>PassengerClass=1<br>shap=-0.014",
          "None=Anderson, Mr. Harry<br>PassengerClass=1<br>shap=-0.014",
          "None=Milling, Mr. Jacob Christian<br>PassengerClass=2<br>shap=-0.014",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>PassengerClass=2<br>shap=0.031",
          "None=Karlsson, Mr. Nils August<br>PassengerClass=3<br>shap=0.014",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>PassengerClass=2<br>shap=-0.014",
          "None=Bishop, Mr. Dickinson H<br>PassengerClass=1<br>shap=-0.013",
          "None=Windelov, Mr. Einar<br>PassengerClass=3<br>shap=0.014",
          "None=Shellard, Mr. Frederick William<br>PassengerClass=3<br>shap=0.015",
          "None=Svensson, Mr. Olof<br>PassengerClass=3<br>shap=0.014",
          "None=O'Sullivan, Miss. Bridget Mary<br>PassengerClass=3<br>shap=-0.017",
          "None=Laitinen, Miss. Kristina Sofia<br>PassengerClass=3<br>shap=-0.023",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>PassengerClass=1<br>shap=-0.010",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>PassengerClass=1<br>shap=-0.014",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>PassengerClass=2<br>shap=0.032",
          "None=Kassem, Mr. Fared<br>PassengerClass=3<br>shap=0.012",
          "None=Cacic, Miss. Marija<br>PassengerClass=3<br>shap=-0.022",
          "None=Hart, Miss. Eva Miriam<br>PassengerClass=2<br>shap=0.032",
          "None=Butt, Major. Archibald Willingham<br>PassengerClass=1<br>shap=-0.016",
          "None=Beane, Mr. Edward<br>PassengerClass=2<br>shap=-0.019",
          "None=Goldsmith, Mr. Frank John<br>PassengerClass=3<br>shap=0.015",
          "None=Ohman, Miss. Velin<br>PassengerClass=3<br>shap=-0.022",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>PassengerClass=1<br>shap=0.020",
          "None=Morrow, Mr. Thomas Rowan<br>PassengerClass=3<br>shap=0.011",
          "None=Harris, Mr. George<br>PassengerClass=2<br>shap=-0.011",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>PassengerClass=1<br>shap=0.015",
          "None=Patchett, Mr. George<br>PassengerClass=3<br>shap=0.016",
          "None=Ross, Mr. John Hugo<br>PassengerClass=1<br>shap=-0.010",
          "None=Murdlin, Mr. Joseph<br>PassengerClass=3<br>shap=0.014",
          "None=Bourke, Miss. Mary<br>PassengerClass=3<br>shap=-0.019",
          "None=Boulos, Mr. Hanna<br>PassengerClass=3<br>shap=0.012",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>PassengerClass=1<br>shap=-0.012",
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          "None=Shutes, Miss. Elizabeth W<br>PassengerClass=1<br>shap=0.018",
          "None=Jardin, Mr. Jose Neto<br>PassengerClass=3<br>shap=0.013",
          "None=Horgan, Mr. John<br>PassengerClass=3<br>shap=0.011",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>PassengerClass=3<br>shap=-0.023",
          "None=Yasbeck, Mr. Antoni<br>PassengerClass=3<br>shap=0.015",
          "None=Bostandyeff, Mr. Guentcho<br>PassengerClass=3<br>shap=0.014",
          "None=Lundahl, Mr. Johan Svensson<br>PassengerClass=3<br>shap=0.015",
          "None=Stahelin-Maeglin, Dr. Max<br>PassengerClass=1<br>shap=-0.012",
          "None=Willey, Mr. Edward<br>PassengerClass=3<br>shap=0.013",
          "None=Stanley, Miss. Amy Zillah Elsie<br>PassengerClass=3<br>shap=-0.022",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>PassengerClass=3<br>shap=-0.018",
          "None=Eitemiller, Mr. George Floyd<br>PassengerClass=2<br>shap=-0.014",
          "None=Colley, Mr. Edward Pomeroy<br>PassengerClass=1<br>shap=-0.015",
          "None=Coleff, Mr. Peju<br>PassengerClass=3<br>shap=0.014",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>PassengerClass=2<br>shap=0.028",
          "None=Davidson, Mr. Thornton<br>PassengerClass=1<br>shap=-0.015",
          "None=Turja, Miss. Anna Sofia<br>PassengerClass=3<br>shap=-0.022",
          "None=Hassab, Mr. Hammad<br>PassengerClass=1<br>shap=-0.012",
          "None=Goodwin, Mr. Charles Edward<br>PassengerClass=3<br>shap=0.018",
          "None=Panula, Mr. Jaako Arnold<br>PassengerClass=3<br>shap=0.017",
          "None=Fischer, Mr. Eberhard Thelander<br>PassengerClass=3<br>shap=0.014",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>PassengerClass=3<br>shap=0.014",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>PassengerClass=1<br>shap=0.009",
          "None=Hansen, Mr. Henrik Juul<br>PassengerClass=3<br>shap=0.014",
          "None=Calderhead, Mr. Edward Pennington<br>PassengerClass=1<br>shap=-0.014",
          "None=Klaber, Mr. Herman<br>PassengerClass=1<br>shap=-0.011",
          "None=Taylor, Mr. Elmer Zebley<br>PassengerClass=1<br>shap=-0.014",
          "None=Larsson, Mr. August Viktor<br>PassengerClass=3<br>shap=0.014",
          "None=Greenberg, Mr. Samuel<br>PassengerClass=2<br>shap=-0.014",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>PassengerClass=2<br>shap=0.018",
          "None=McEvoy, Mr. Michael<br>PassengerClass=3<br>shap=0.012",
          "None=Johnson, Mr. Malkolm Joackim<br>PassengerClass=3<br>shap=0.014",
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          "None=Aks, Mrs. Sam (Leah Rosen)<br>PassengerClass=3<br>shap=-0.021",
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          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>No_of_parents_plus_children_on_board=0<br>shap=0.009",
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          "None=Sadlier, Mr. Matthew<br>No_of_parents_plus_children_on_board=0<br>shap=-0.007",
          "None=Gustafsson, Mr. Johan Birger<br>No_of_parents_plus_children_on_board=0<br>shap=-0.004",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>No_of_parents_plus_children_on_board=2<br>shap=-0.031",
          "None=Niskanen, Mr. Juha<br>No_of_parents_plus_children_on_board=0<br>shap=-0.004",
          "None=Minahan, Miss. Daisy E<br>No_of_parents_plus_children_on_board=0<br>shap=0.008",
          "None=Matthews, Mr. William John<br>No_of_parents_plus_children_on_board=0<br>shap=-0.004",
          "None=Charters, Mr. David<br>No_of_parents_plus_children_on_board=0<br>shap=-0.005",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>No_of_parents_plus_children_on_board=0<br>shap=0.009",
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          "None=Johannesen-Bratthammer, Mr. Bernt<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
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          "None=Anderson, Mr. Harry<br>No_of_parents_plus_children_on_board=0<br>shap=-0.004",
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          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>No_of_parents_plus_children_on_board=2<br>shap=-0.024",
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          "None=Svensson, Mr. Olof<br>No_of_parents_plus_children_on_board=0<br>shap=-0.005",
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          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>No_of_parents_plus_children_on_board=0<br>shap=-0.005",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>No_of_parents_plus_children_on_board=0<br>shap=0.009",
          "None=Kassem, Mr. Fared<br>No_of_parents_plus_children_on_board=0<br>shap=-0.006",
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          "None=Ohman, Miss. Velin<br>No_of_parents_plus_children_on_board=0<br>shap=0.009",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>No_of_parents_plus_children_on_board=1<br>shap=-0.009",
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          "None=Palsson, Master. Gosta Leonard<br>Fare=21.075<br>shap=-0.001",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Fare=11.1333<br>shap=-0.001",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Fare=30.0708<br>shap=-0.004",
          "None=Saundercock, Mr. William Henry<br>Fare=8.05<br>shap=0.003",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Fare=7.8542<br>shap=0.007",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Fare=31.3875<br>shap=-0.014",
          "None=Glynn, Miss. Mary Agatha<br>Fare=7.75<br>shap=0.006",
          "None=Meyer, Mr. Edgar Joseph<br>Fare=82.1708<br>shap=0.002",
          "None=Kraeff, Mr. Theodor<br>Fare=7.8958<br>shap=0.002",
          "None=Devaney, Miss. Margaret Delia<br>Fare=7.8792<br>shap=0.005",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Fare=17.8<br>shap=0.006",
          "None=Rugg, Miss. Emily<br>Fare=10.5<br>shap=-0.001",
          "None=Harris, Mr. Henry Birkhardt<br>Fare=83.475<br>shap=-0.001",
          "None=Skoog, Master. Harald<br>Fare=27.9<br>shap=0.006",
          "None=Kink, Mr. Vincenz<br>Fare=8.6625<br>shap=0.004",
          "None=Hood, Mr. Ambrose Jr<br>Fare=73.5<br>shap=0.007",
          "None=Ilett, Miss. Bertha<br>Fare=10.5<br>shap=-0.001",
          "None=Ford, Mr. William Neal<br>Fare=34.375<br>shap=0.006",
          "None=Christmann, Mr. Emil<br>Fare=8.05<br>shap=0.003",
          "None=Andreasson, Mr. Paul Edvin<br>Fare=7.8542<br>shap=0.002",
          "None=Chaffee, Mr. Herbert Fuller<br>Fare=61.175<br>shap=-0.001",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Fare=7.8958<br>shap=0.000",
          "None=White, Mr. Richard Frasar<br>Fare=77.2875<br>shap=0.001",
          "None=Rekic, Mr. Tido<br>Fare=7.8958<br>shap=0.001",
          "None=Moran, Miss. Bertha<br>Fare=24.15<br>shap=-0.007",
          "None=Barton, Mr. David John<br>Fare=8.05<br>shap=0.003",
          "None=Jussila, Miss. Katriina<br>Fare=9.825<br>shap=-0.004",
          "None=Pekoniemi, Mr. Edvard<br>Fare=7.925<br>shap=0.002",
          "None=Turpin, Mr. William John Robert<br>Fare=21.0<br>shap=-0.003",
          "None=Moore, Mr. Leonard Charles<br>Fare=8.05<br>shap=0.002",
          "None=Osen, Mr. Olaf Elon<br>Fare=9.2167<br>shap=0.003",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Fare=34.375<br>shap=-0.015",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Fare=26.0<br>shap=0.002",
          "None=Bateman, Rev. Robert James<br>Fare=12.525<br>shap=-0.002",
          "None=Meo, Mr. Alfonzo<br>Fare=8.05<br>shap=0.003",
          "None=Cribb, Mr. John Hatfield<br>Fare=16.1<br>shap=-0.002",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Fare=55.0<br>shap=-0.005",
          "None=Van der hoef, Mr. Wyckoff<br>Fare=33.5<br>shap=-0.001",
          "None=Sivola, Mr. Antti Wilhelm<br>Fare=7.925<br>shap=0.002",
          "None=Klasen, Mr. Klas Albin<br>Fare=7.8542<br>shap=0.003",
          "None=Rood, Mr. Hugh Roscoe<br>Fare=50.0<br>shap=-0.000",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Fare=7.8542<br>shap=0.003",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Fare=27.7208<br>shap=-0.005",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Fare=9.5<br>shap=0.003",
          "None=Backstrom, Mr. Karl Alfred<br>Fare=15.85<br>shap=-0.005",
          "None=Blank, Mr. Henry<br>Fare=31.0<br>shap=-0.002",
          "None=Ali, Mr. Ahmed<br>Fare=7.05<br>shap=0.000",
          "None=Green, Mr. George Henry<br>Fare=8.05<br>shap=0.004",
          "None=Nenkoff, Mr. Christo<br>Fare=7.8958<br>shap=0.000",
          "None=Asplund, Miss. Lillian Gertrud<br>Fare=31.3875<br>shap=-0.015",
          "None=Harknett, Miss. Alice Phoebe<br>Fare=7.55<br>shap=0.008",
          "None=Hunt, Mr. George Henry<br>Fare=12.275<br>shap=-0.002",
          "None=Reed, Mr. James George<br>Fare=7.25<br>shap=-0.000",
          "None=Stead, Mr. William Thomas<br>Fare=26.55<br>shap=0.009",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Fare=79.2<br>shap=-0.017",
          "None=Parrish, Mrs. (Lutie Davis)<br>Fare=26.0<br>shap=-0.005",
          "None=Smith, Mr. Thomas<br>Fare=7.75<br>shap=0.000",
          "None=Asplund, Master. Edvin Rojj Felix<br>Fare=31.3875<br>shap=0.006",
          "None=Healy, Miss. Hanora \"Nora\"<br>Fare=7.75<br>shap=0.006",
          "None=Andrews, Miss. Kornelia Theodosia<br>Fare=77.9583<br>shap=-0.012",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Fare=20.25<br>shap=0.002",
          "None=Smith, Mr. Richard William<br>Fare=26.0<br>shap=0.003",
          "None=Connolly, Miss. Kate<br>Fare=7.75<br>shap=0.005",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Fare=91.0792<br>shap=-0.017",
          "None=Levy, Mr. Rene Jacques<br>Fare=12.875<br>shap=0.001",
          "None=Lewy, Mr. Ervin G<br>Fare=27.7208<br>shap=0.001",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Fare=8.05<br>shap=0.002",
          "None=Sage, Mr. George John Jr<br>Fare=69.55<br>shap=0.009",
          "None=Nysveen, Mr. Johan Hansen<br>Fare=6.2375<br>shap=0.001",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Fare=133.65<br>shap=-0.029",
          "None=Denkoff, Mr. Mitto<br>Fare=7.8958<br>shap=0.000",
          "None=Burns, Miss. Elizabeth Margaret<br>Fare=134.5<br>shap=-0.005",
          "None=Dimic, Mr. Jovan<br>Fare=8.6625<br>shap=0.003",
          "None=del Carlo, Mr. Sebastiano<br>Fare=27.7208<br>shap=-0.002",
          "None=Beavan, Mr. William Thomas<br>Fare=8.05<br>shap=0.003",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Fare=82.1708<br>shap=-0.019",
          "None=Widener, Mr. Harry Elkins<br>Fare=211.5<br>shap=-0.009",
          "None=Gustafsson, Mr. Karl Gideon<br>Fare=7.775<br>shap=0.001",
          "None=Plotcharsky, Mr. Vasil<br>Fare=7.8958<br>shap=0.000",
          "None=Goodwin, Master. Sidney Leonard<br>Fare=46.9<br>shap=0.005",
          "None=Sadlier, Mr. Matthew<br>Fare=7.7292<br>shap=-0.001",
          "None=Gustafsson, Mr. Johan Birger<br>Fare=7.925<br>shap=0.002",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Fare=16.7<br>shap=0.001",
          "None=Niskanen, Mr. Juha<br>Fare=7.925<br>shap=0.002",
          "None=Minahan, Miss. Daisy E<br>Fare=90.0<br>shap=-0.013",
          "None=Matthews, Mr. William John<br>Fare=13.0<br>shap=-0.002",
          "None=Charters, Mr. David<br>Fare=7.7333<br>shap=-0.000",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Fare=26.0<br>shap=-0.004",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Fare=26.25<br>shap=-0.004",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Fare=8.1125<br>shap=0.002",
          "None=Peuchen, Major. Arthur Godfrey<br>Fare=30.5<br>shap=0.003",
          "None=Anderson, Mr. Harry<br>Fare=26.55<br>shap=0.007",
          "None=Milling, Mr. Jacob Christian<br>Fare=13.0<br>shap=-0.002",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Fare=27.75<br>shap=-0.003",
          "None=Karlsson, Mr. Nils August<br>Fare=7.5208<br>shap=0.000",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Fare=0.0<br>shap=0.003",
          "None=Bishop, Mr. Dickinson H<br>Fare=91.0792<br>shap=0.002",
          "None=Windelov, Mr. Einar<br>Fare=7.25<br>shap=0.001",
          "None=Shellard, Mr. Frederick William<br>Fare=15.1<br>shap=-0.003",
          "None=Svensson, Mr. Olof<br>Fare=7.7958<br>shap=0.001",
          "None=O'Sullivan, Miss. Bridget Mary<br>Fare=7.6292<br>shap=0.008",
          "None=Laitinen, Miss. Kristina Sofia<br>Fare=9.5875<br>shap=-0.001",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Fare=108.9<br>shap=-0.002",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Fare=26.55<br>shap=0.006",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Fare=26.0<br>shap=-0.003",
          "None=Kassem, Mr. Fared<br>Fare=7.2292<br>shap=0.003",
          "None=Cacic, Miss. Marija<br>Fare=8.6625<br>shap=-0.004",
          "None=Hart, Miss. Eva Miriam<br>Fare=26.25<br>shap=-0.004",
          "None=Butt, Major. Archibald Willingham<br>Fare=26.55<br>shap=0.006",
          "None=Beane, Mr. Edward<br>Fare=26.0<br>shap=-0.000",
          "None=Goldsmith, Mr. Frank John<br>Fare=20.525<br>shap=-0.003",
          "None=Ohman, Miss. Velin<br>Fare=7.775<br>shap=0.004",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Fare=79.65<br>shap=-0.007",
          "None=Morrow, Mr. Thomas Rowan<br>Fare=7.75<br>shap=0.000",
          "None=Harris, Mr. George<br>Fare=10.5<br>shap=0.004",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Fare=51.4792<br>shap=0.002",
          "None=Patchett, Mr. George<br>Fare=14.5<br>shap=-0.004",
          "None=Ross, Mr. John Hugo<br>Fare=40.125<br>shap=-0.000",
          "None=Murdlin, Mr. Joseph<br>Fare=8.05<br>shap=0.002",
          "None=Bourke, Miss. Mary<br>Fare=7.75<br>shap=-0.000",
          "None=Boulos, Mr. Hanna<br>Fare=7.225<br>shap=0.003",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Fare=56.9292<br>shap=-0.001",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Fare=26.55<br>shap=0.003",
          "None=Lindell, Mr. Edvard Bengtsson<br>Fare=15.55<br>shap=-0.005",
          "None=Daniel, Mr. Robert Williams<br>Fare=30.5<br>shap=0.002",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Fare=41.5792<br>shap=-0.000",
          "None=Shutes, Miss. Elizabeth W<br>Fare=153.4625<br>shap=-0.013",
          "None=Jardin, Mr. Jose Neto<br>Fare=7.05<br>shap=-0.001",
          "None=Horgan, Mr. John<br>Fare=7.75<br>shap=0.000",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Fare=16.1<br>shap=0.009",
          "None=Yasbeck, Mr. Antoni<br>Fare=14.4542<br>shap=0.000",
          "None=Bostandyeff, Mr. Guentcho<br>Fare=7.8958<br>shap=0.001",
          "None=Lundahl, Mr. Johan Svensson<br>Fare=7.0542<br>shap=0.001",
          "None=Stahelin-Maeglin, Dr. Max<br>Fare=30.5<br>shap=-0.003",
          "None=Willey, Mr. Edward<br>Fare=7.55<br>shap=-0.001",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Fare=7.55<br>shap=0.006",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Fare=6.75<br>shap=0.006",
          "None=Eitemiller, Mr. George Floyd<br>Fare=13.0<br>shap=-0.002",
          "None=Colley, Mr. Edward Pomeroy<br>Fare=25.5875<br>shap=0.003",
          "None=Coleff, Mr. Peju<br>Fare=7.4958<br>shap=-0.000",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Fare=39.0<br>shap=-0.005",
          "None=Davidson, Mr. Thornton<br>Fare=52.0<br>shap=-0.003",
          "None=Turja, Miss. Anna Sofia<br>Fare=9.8417<br>shap=-0.002",
          "None=Hassab, Mr. Hammad<br>Fare=76.7292<br>shap=0.001",
          "None=Goodwin, Mr. Charles Edward<br>Fare=46.9<br>shap=0.007",
          "None=Panula, Mr. Jaako Arnold<br>Fare=39.6875<br>shap=0.006",
          "None=Fischer, Mr. Eberhard Thelander<br>Fare=7.7958<br>shap=0.001",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Fare=7.65<br>shap=0.005",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Fare=227.525<br>shap=-0.012",
          "None=Hansen, Mr. Henrik Juul<br>Fare=7.8542<br>shap=0.002",
          "None=Calderhead, Mr. Edward Pennington<br>Fare=26.2875<br>shap=0.007",
          "None=Klaber, Mr. Herman<br>Fare=26.55<br>shap=0.009",
          "None=Taylor, Mr. Elmer Zebley<br>Fare=52.0<br>shap=-0.005",
          "None=Larsson, Mr. August Viktor<br>Fare=9.4833<br>shap=0.003",
          "None=Greenberg, Mr. Samuel<br>Fare=13.0<br>shap=-0.002",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Fare=10.5<br>shap=-0.020",
          "None=McEvoy, Mr. Michael<br>Fare=15.5<br>shap=-0.002",
          "None=Johnson, Mr. Malkolm Joackim<br>Fare=7.775<br>shap=0.001",
          "None=Gillespie, Mr. William Henry<br>Fare=13.0<br>shap=-0.002",
          "None=Allen, Miss. Elisabeth Walton<br>Fare=211.3375<br>shap=-0.017",
          "None=Berriman, Mr. William John<br>Fare=13.0<br>shap=-0.002",
          "None=Troupiansky, Mr. Moses Aaron<br>Fare=13.0<br>shap=-0.002",
          "None=Williams, Mr. Leslie<br>Fare=16.1<br>shap=-0.005",
          "None=Ivanoff, Mr. Kanio<br>Fare=7.8958<br>shap=0.000",
          "None=McNamee, Mr. Neal<br>Fare=16.1<br>shap=-0.006",
          "None=Connaghton, Mr. Michael<br>Fare=7.75<br>shap=0.002",
          "None=Carlsson, Mr. August Sigfrid<br>Fare=7.7958<br>shap=0.001",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Fare=86.5<br>shap=-0.017",
          "None=Eklund, Mr. Hans Linus<br>Fare=7.775<br>shap=0.001",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Fare=77.9583<br>shap=-0.013",
          "None=Moran, Mr. Daniel J<br>Fare=24.15<br>shap=0.003",
          "None=Lievens, Mr. Rene Aime<br>Fare=9.5<br>shap=0.003",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Fare=211.3375<br>shap=-0.018",
          "None=Ayoub, Miss. Banoura<br>Fare=7.2292<br>shap=0.005",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Fare=57.0<br>shap=-0.012",
          "None=Johnston, Mr. Andrew G<br>Fare=23.45<br>shap=0.002",
          "None=Ali, Mr. William<br>Fare=7.05<br>shap=0.000",
          "None=Sjoblom, Miss. Anna Sofia<br>Fare=7.4958<br>shap=0.006",
          "None=Guggenheim, Mr. Benjamin<br>Fare=79.2<br>shap=0.005",
          "None=Leader, Dr. Alice (Farnham)<br>Fare=25.9292<br>shap=-0.007",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Fare=26.25<br>shap=-0.002",
          "None=Carter, Master. William Thornton II<br>Fare=120.0<br>shap=0.005",
          "None=Thomas, Master. Assad Alexander<br>Fare=8.5167<br>shap=0.007",
          "None=Johansson, Mr. Karl Johan<br>Fare=7.775<br>shap=0.001",
          "None=Slemen, Mr. Richard James<br>Fare=10.5<br>shap=0.004",
          "None=Tomlin, Mr. Ernest Portage<br>Fare=8.05<br>shap=0.003",
          "None=McCormack, Mr. Thomas Joseph<br>Fare=7.75<br>shap=0.000",
          "None=Richards, Master. George Sibley<br>Fare=18.75<br>shap=-0.001",
          "None=Mudd, Mr. Thomas Charles<br>Fare=10.5<br>shap=0.004",
          "None=Lemberopolous, Mr. Peter L<br>Fare=6.4375<br>shap=0.003",
          "None=Sage, Mr. Douglas Bullen<br>Fare=69.55<br>shap=0.009",
          "None=Boulos, Miss. Nourelain<br>Fare=15.2458<br>shap=-0.008",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Fare=9.35<br>shap=-0.006",
          "None=Razi, Mr. Raihed<br>Fare=7.2292<br>shap=0.003",
          "None=Johnson, Master. Harold Theodor<br>Fare=11.1333<br>shap=0.003",
          "None=Carlsson, Mr. Frans Olof<br>Fare=5.0<br>shap=0.004",
          "None=Gustafsson, Mr. Alfred Ossian<br>Fare=9.8458<br>shap=0.003",
          "None=Montvila, Rev. Juozas<br>Fare=13.0<br>shap=-0.002"
         ],
         "type": "scattergl",
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          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.002",
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          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.005",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Glynn, Miss. Mary Agatha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Meyer, Mr. Edgar Joseph<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.000",
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          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.000",
          "None=Rugg, Miss. Emily<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Harris, Mr. Henry Birkhardt<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Skoog, Master. Harald<br>No_of_siblings_plus_spouses_on_board=3<br>shap=0.012",
          "None=Kink, Mr. Vincenz<br>No_of_siblings_plus_spouses_on_board=2<br>shap=0.001",
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          "None=Ilett, Miss. Bertha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Ford, Mr. William Neal<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
          "None=Christmann, Mr. Emil<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Andreasson, Mr. Paul Edvin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Chaffee, Mr. Herbert Fuller<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.000",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=White, Mr. Richard Frasar<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Rekic, Mr. Tido<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Moran, Miss. Bertha<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
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          "None=Jussila, Miss. Katriina<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.004",
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          "None=Parrish, Mrs. (Lutie Davis)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Smith, Mr. Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Asplund, Master. Edvin Rojj Felix<br>No_of_siblings_plus_spouses_on_board=4<br>shap=0.015",
          "None=Healy, Miss. Hanora \"Nora\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Andrews, Miss. Kornelia Theodosia<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.007",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.002",
          "None=Smith, Mr. Richard William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Connolly, Miss. Kate<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.006",
          "None=Levy, Mr. Rene Jacques<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Lewy, Mr. Ervin G<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Sage, Mr. George John Jr<br>No_of_siblings_plus_spouses_on_board=8<br>shap=0.021",
          "None=Nysveen, Mr. Johan Hansen<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.002",
          "None=Denkoff, Mr. Mitto<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Burns, Miss. Elizabeth Margaret<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Dimic, Mr. Jovan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=del Carlo, Mr. Sebastiano<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
          "None=Beavan, Mr. William Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.002",
          "None=Widener, Mr. Harry Elkins<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.000",
          "None=Gustafsson, Mr. Karl Gideon<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Plotcharsky, Mr. Vasil<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Goodwin, Master. Sidney Leonard<br>No_of_siblings_plus_spouses_on_board=5<br>shap=0.015",
          "None=Sadlier, Mr. Matthew<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Gustafsson, Mr. Johan Birger<br>No_of_siblings_plus_spouses_on_board=2<br>shap=0.001",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Niskanen, Mr. Juha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Minahan, Miss. Daisy E<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.003",
          "None=Matthews, Mr. William John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Charters, Mr. David<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Peuchen, Major. Arthur Godfrey<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Anderson, Mr. Harry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Milling, Mr. Jacob Christian<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.000",
          "None=Karlsson, Mr. Nils August<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Bishop, Mr. Dickinson H<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Windelov, Mr. Einar<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Shellard, Mr. Frederick William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Svensson, Mr. Olof<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=O'Sullivan, Miss. Bridget Mary<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Laitinen, Miss. Kristina Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
          "None=Kassem, Mr. Fared<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Cacic, Miss. Marija<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Hart, Miss. Eva Miriam<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Butt, Major. Archibald Willingham<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.006",
          "None=Beane, Mr. Edward<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.000",
          "None=Goldsmith, Mr. Frank John<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
          "None=Ohman, Miss. Velin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.003",
          "None=Morrow, Mr. Thomas Rowan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Harris, Mr. George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>No_of_siblings_plus_spouses_on_board=2<br>shap=-0.002",
          "None=Patchett, Mr. George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Ross, Mr. John Hugo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Murdlin, Mr. Joseph<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Bourke, Miss. Mary<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.000",
          "None=Boulos, Mr. Hanna<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.000",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Lindell, Mr. Edvard Bengtsson<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.000",
          "None=Daniel, Mr. Robert Williams<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.000",
          "None=Shutes, Miss. Elizabeth W<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Jardin, Mr. Jose Neto<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Horgan, Mr. John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.000",
          "None=Yasbeck, Mr. Antoni<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Bostandyeff, Mr. Guentcho<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Lundahl, Mr. Johan Svensson<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Stahelin-Maeglin, Dr. Max<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Willey, Mr. Edward<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Stanley, Miss. Amy Zillah Elsie<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Eitemiller, Mr. George Floyd<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Colley, Mr. Edward Pomeroy<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Coleff, Mr. Peju<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Davidson, Mr. Thornton<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.004",
          "None=Turja, Miss. Anna Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Hassab, Mr. Hammad<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Goodwin, Mr. Charles Edward<br>No_of_siblings_plus_spouses_on_board=5<br>shap=0.013",
          "None=Panula, Mr. Jaako Arnold<br>No_of_siblings_plus_spouses_on_board=4<br>shap=0.014",
          "None=Fischer, Mr. Eberhard Thelander<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.002",
          "None=Hansen, Mr. Henrik Juul<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Calderhead, Mr. Edward Pennington<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Klaber, Mr. Herman<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Taylor, Mr. Elmer Zebley<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Larsson, Mr. August Viktor<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Greenberg, Mr. Samuel<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.001",
          "None=McEvoy, Mr. Michael<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Johnson, Mr. Malkolm Joackim<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Gillespie, Mr. William Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Allen, Miss. Elisabeth Walton<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Berriman, Mr. William John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Troupiansky, Mr. Moses Aaron<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Williams, Mr. Leslie<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Ivanoff, Mr. Kanio<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=McNamee, Mr. Neal<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.000",
          "None=Connaghton, Mr. Michael<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Carlsson, Mr. August Sigfrid<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.008",
          "None=Eklund, Mr. Hans Linus<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.007",
          "None=Moran, Mr. Daniel J<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
          "None=Lievens, Mr. Rene Aime<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.007",
          "None=Ayoub, Miss. Banoura<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.003",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.005",
          "None=Johnston, Mr. Andrew G<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.002",
          "None=Ali, Mr. William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Sjoblom, Miss. Anna Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.004",
          "None=Guggenheim, Mr. Benjamin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.003",
          "None=Leader, Dr. Alice (Farnham)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.005",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.000",
          "None=Carter, Master. William Thornton II<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.005",
          "None=Thomas, Master. Assad Alexander<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Johansson, Mr. Karl Johan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Slemen, Mr. Richard James<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Tomlin, Mr. Ernest Portage<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=McCormack, Mr. Thomas Joseph<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Richards, Master. George Sibley<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
          "None=Mudd, Mr. Thomas Charles<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Lemberopolous, Mr. Peter L<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.001",
          "None=Sage, Mr. Douglas Bullen<br>No_of_siblings_plus_spouses_on_board=8<br>shap=0.021",
          "None=Boulos, Miss. Nourelain<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.001",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.002",
          "None=Razi, Mr. Raihed<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Johnson, Master. Harold Theodor<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.001",
          "None=Carlsson, Mr. Frans Olof<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.006",
          "None=Gustafsson, Mr. Alfred Ossian<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002",
          "None=Montvila, Rev. Juozas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.002"
         ],
         "type": "scattergl",
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          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>shap=-0.002",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=nan<br>shap=0.001",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>shap=-0.006",
          "None=Anderson, Mr. Harry<br>Age=48.0<br>shap=-0.003",
          "None=Milling, Mr. Jacob Christian<br>Age=48.0<br>shap=0.000",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>shap=0.003",
          "None=Karlsson, Mr. Nils August<br>Age=22.0<br>shap=0.001",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=nan<br>shap=0.000",
          "None=Bishop, Mr. Dickinson H<br>Age=25.0<br>shap=0.004",
          "None=Windelov, Mr. Einar<br>Age=21.0<br>shap=0.002",
          "None=Shellard, Mr. Frederick William<br>Age=nan<br>shap=0.002",
          "None=Svensson, Mr. Olof<br>Age=24.0<br>shap=0.002",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>shap=0.001",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>shap=0.000",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>shap=0.006",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=nan<br>shap=0.002",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=36.0<br>shap=-0.001",
          "None=Kassem, Mr. Fared<br>Age=nan<br>shap=-0.000",
          "None=Cacic, Miss. Marija<br>Age=30.0<br>shap=-0.002",
          "None=Hart, Miss. Eva Miriam<br>Age=7.0<br>shap=-0.007",
          "None=Butt, Major. Archibald Willingham<br>Age=45.0<br>shap=-0.003",
          "None=Beane, Mr. Edward<br>Age=32.0<br>shap=0.001",
          "None=Goldsmith, Mr. Frank John<br>Age=33.0<br>shap=-0.001",
          "None=Ohman, Miss. Velin<br>Age=22.0<br>shap=-0.001",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>shap=0.006",
          "None=Morrow, Mr. Thomas Rowan<br>Age=nan<br>shap=-0.001",
          "None=Harris, Mr. George<br>Age=62.0<br>shap=0.003",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>shap=0.009",
          "None=Patchett, Mr. George<br>Age=19.0<br>shap=0.001",
          "None=Ross, Mr. John Hugo<br>Age=36.0<br>shap=0.003",
          "None=Murdlin, Mr. Joseph<br>Age=nan<br>shap=0.001",
          "None=Bourke, Miss. Mary<br>Age=nan<br>shap=-0.006",
          "None=Boulos, Mr. Hanna<br>Age=nan<br>shap=-0.000",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=49.0<br>shap=-0.003",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=35.0<br>shap=-0.001",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>shap=0.000",
          "None=Daniel, Mr. Robert Williams<br>Age=27.0<br>shap=0.001",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>shap=0.001",
          "None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>shap=0.004",
          "None=Jardin, Mr. Jose Neto<br>Age=nan<br>shap=0.001",
          "None=Horgan, Mr. John<br>Age=nan<br>shap=-0.001",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>shap=0.000",
          "None=Yasbeck, Mr. Antoni<br>Age=27.0<br>shap=0.001",
          "None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>shap=0.002",
          "None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>shap=-0.001",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>shap=0.005",
          "None=Willey, Mr. Edward<br>Age=nan<br>shap=0.001",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>shap=-0.001",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Age=18.0<br>shap=-0.001",
          "None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>shap=0.000",
          "None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>shap=-0.003",
          "None=Coleff, Mr. Peju<br>Age=36.0<br>shap=0.000",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>shap=0.002",
          "None=Davidson, Mr. Thornton<br>Age=31.0<br>shap=0.007",
          "None=Turja, Miss. Anna Sofia<br>Age=18.0<br>shap=-0.001",
          "None=Hassab, Mr. Hammad<br>Age=27.0<br>shap=0.001",
          "None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>shap=0.001",
          "None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>shap=0.001",
          "None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>shap=0.002",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>shap=-0.001",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>shap=-0.009",
          "None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>shap=0.002",
          "None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>shap=-0.002",
          "None=Klaber, Mr. Herman<br>Age=nan<br>shap=0.006",
          "None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>shap=-0.005",
          "None=Larsson, Mr. August Viktor<br>Age=29.0<br>shap=0.002",
          "None=Greenberg, Mr. Samuel<br>Age=52.0<br>shap=-0.003",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Age=27.0<br>shap=-0.002",
          "None=McEvoy, Mr. Michael<br>Age=nan<br>shap=-0.001",
          "None=Johnson, Mr. Malkolm Joackim<br>Age=33.0<br>shap=0.001",
          "None=Gillespie, Mr. William Henry<br>Age=34.0<br>shap=0.000",
          "None=Allen, Miss. Elisabeth Walton<br>Age=29.0<br>shap=-0.008",
          "None=Berriman, Mr. William John<br>Age=23.0<br>shap=0.000",
          "None=Troupiansky, Mr. Moses Aaron<br>Age=23.0<br>shap=0.000",
          "None=Williams, Mr. Leslie<br>Age=28.5<br>shap=0.001",
          "None=Ivanoff, Mr. Kanio<br>Age=nan<br>shap=0.001",
          "None=McNamee, Mr. Neal<br>Age=24.0<br>shap=0.001",
          "None=Connaghton, Mr. Michael<br>Age=31.0<br>shap=0.006",
          "None=Carlsson, Mr. August Sigfrid<br>Age=28.0<br>shap=0.002",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Age=33.0<br>shap=-0.010",
          "None=Eklund, Mr. Hans Linus<br>Age=16.0<br>shap=-0.001",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Age=51.0<br>shap=0.010",
          "None=Moran, Mr. Daniel J<br>Age=nan<br>shap=-0.001",
          "None=Lievens, Mr. Rene Aime<br>Age=24.0<br>shap=0.002",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Age=43.0<br>shap=0.007",
          "None=Ayoub, Miss. Banoura<br>Age=13.0<br>shap=-0.002",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Age=17.0<br>shap=-0.011",
          "None=Johnston, Mr. Andrew G<br>Age=nan<br>shap=0.006",
          "None=Ali, Mr. William<br>Age=25.0<br>shap=0.001",
          "None=Sjoblom, Miss. Anna Sofia<br>Age=18.0<br>shap=-0.001",
          "None=Guggenheim, Mr. Benjamin<br>Age=46.0<br>shap=-0.001",
          "None=Leader, Dr. Alice (Farnham)<br>Age=49.0<br>shap=0.006",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Age=31.0<br>shap=0.004",
          "None=Carter, Master. William Thornton II<br>Age=11.0<br>shap=0.006",
          "None=Thomas, Master. Assad Alexander<br>Age=0.42<br>shap=0.002",
          "None=Johansson, Mr. Karl Johan<br>Age=31.0<br>shap=0.002",
          "None=Slemen, Mr. Richard James<br>Age=35.0<br>shap=0.000",
          "None=Tomlin, Mr. Ernest Portage<br>Age=30.5<br>shap=0.002",
          "None=McCormack, Mr. Thomas Joseph<br>Age=nan<br>shap=-0.001",
          "None=Richards, Master. George Sibley<br>Age=0.83<br>shap=0.005",
          "None=Mudd, Mr. Thomas Charles<br>Age=16.0<br>shap=-0.001",
          "None=Lemberopolous, Mr. Peter L<br>Age=34.5<br>shap=0.000",
          "None=Sage, Mr. Douglas Bullen<br>Age=nan<br>shap=0.010",
          "None=Boulos, Miss. Nourelain<br>Age=9.0<br>shap=-0.003",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Age=18.0<br>shap=0.002",
          "None=Razi, Mr. Raihed<br>Age=nan<br>shap=-0.000",
          "None=Johnson, Master. Harold Theodor<br>Age=4.0<br>shap=0.003",
          "None=Carlsson, Mr. Frans Olof<br>Age=33.0<br>shap=0.004",
          "None=Gustafsson, Mr. Alfred Ossian<br>Age=20.0<br>shap=0.002",
          "None=Montvila, Rev. Juozas<br>Age=27.0<br>shap=0.000"
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   "source": [
    "explainer.plot_interactions_detailed(\"Sex\")"
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  },
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   "metadata": {},
   "source": [
    "## Contributions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:57:24.266501Z",
     "start_time": "2021-01-20T15:57:24.197416Z"
    }
   },
   "outputs": [
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       "      <th>col</th>\n",
       "      <th>contribution</th>\n",
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       "      <th>1</th>\n",
       "      <td>Sex</td>\n",
       "      <td>0.279251</td>\n",
       "      <td>female</td>\n",
       "      <td>0.672478</td>\n",
       "      <td>0.393227</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>PassengerClass</td>\n",
       "      <td>0.069782</td>\n",
       "      <td>1</td>\n",
       "      <td>0.742260</td>\n",
       "      <td>0.672478</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Fare</td>\n",
       "      <td>0.060863</td>\n",
       "      <td>71.2833</td>\n",
       "      <td>0.803123</td>\n",
       "      <td>0.742260</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Deck</td>\n",
       "      <td>0.042137</td>\n",
       "      <td>C</td>\n",
       "      <td>0.845261</td>\n",
       "      <td>0.803123</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Embarked</td>\n",
       "      <td>0.039712</td>\n",
       "      <td>Cherbourg</td>\n",
       "      <td>0.884973</td>\n",
       "      <td>0.845261</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Age</td>\n",
       "      <td>-0.015436</td>\n",
       "      <td>38.0000</td>\n",
       "      <td>0.869537</td>\n",
       "      <td>0.884973</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>No_of_parents_plus_children_on_board</td>\n",
       "      <td>0.006844</td>\n",
       "      <td>0</td>\n",
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       "      <td>0.869537</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>No_of_siblings_plus_spouses_on_board</td>\n",
       "      <td>0.005441</td>\n",
       "      <td>1</td>\n",
       "      <td>0.881822</td>\n",
       "      <td>0.876381</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>_REST</td>\n",
       "      <td>0.000000</td>\n",
       "      <td></td>\n",
       "      <td>0.881822</td>\n",
       "      <td>0.881822</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>_PREDICTION</td>\n",
       "      <td>0.881822</td>\n",
       "      <td></td>\n",
       "      <td>0.881822</td>\n",
       "      <td>0.000000</td>\n",
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       "10                           _PREDICTION      0.881822               0.881822   \n",
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   ],
   "source": [
    "name = test_names[6]  # explainer prediction for name\n",
    "print(name)\n",
    "explainer.plot_contributions(name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:57:48.474303Z",
     "start_time": "2021-01-20T15:57:48.407599Z"
    }
   },
   "outputs": [
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          "No_of_parents_plus_children_on_board=0<BR>+0.65 ",
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          "text": "Predicted %"
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     },
     "metadata": {},
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   ],
   "source": [
    "explainer.plot_contributions(\n",
    "    name, topx=10, sort=\"high-to-low\", orientation=\"horizontal\"\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Shap dependence plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:58:02.903811Z",
     "start_time": "2021-01-20T15:58:02.887352Z"
    }
   },
   "outputs": [
    {
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         "mode": "markers",
         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>SHAP=-0.015",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>SHAP=0.001",
          "None=Palsson, Master. Gosta Leonard<br>Age=2.0<br>SHAP=0.035",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=27.0<br>SHAP=-0.005",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>SHAP=0.019",
          "None=Saundercock, Mr. William Henry<br>Age=20.0<br>SHAP=0.005",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=14.0<br>SHAP=0.012",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=38.0<br>SHAP=-0.029",
          "None=Glynn, Miss. Mary Agatha<br>Age=-999.0<br>SHAP=0.018",
          "None=Meyer, Mr. Edgar Joseph<br>Age=28.0<br>SHAP=-0.001",
          "None=Kraeff, Mr. Theodor<br>Age=-999.0<br>SHAP=0.009",
          "None=Devaney, Miss. Margaret Delia<br>Age=19.0<br>SHAP=0.004",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=18.0<br>SHAP=0.000",
          "None=Rugg, Miss. Emily<br>Age=21.0<br>SHAP=0.002",
          "None=Harris, Mr. Henry Birkhardt<br>Age=45.0<br>SHAP=-0.030",
          "None=Skoog, Master. Harald<br>Age=4.0<br>SHAP=0.029",
          "None=Kink, Mr. Vincenz<br>Age=26.0<br>SHAP=0.003",
          "None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>SHAP=0.006",
          "None=Ilett, Miss. Bertha<br>Age=17.0<br>SHAP=0.005",
          "None=Ford, Mr. William Neal<br>Age=16.0<br>SHAP=0.003",
          "None=Christmann, Mr. Emil<br>Age=29.0<br>SHAP=0.005",
          "None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>SHAP=0.005",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>SHAP=-0.037",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=-999.0<br>SHAP=0.008",
          "None=White, Mr. Richard Frasar<br>Age=21.0<br>SHAP=0.030",
          "None=Rekic, Mr. Tido<br>Age=38.0<br>SHAP=-0.019",
          "None=Moran, Miss. Bertha<br>Age=-999.0<br>SHAP=0.017",
          "None=Barton, Mr. David John<br>Age=22.0<br>SHAP=0.006",
          "None=Jussila, Miss. Katriina<br>Age=20.0<br>SHAP=-0.002",
          "None=Pekoniemi, Mr. Edvard<br>Age=21.0<br>SHAP=0.004",
          "None=Turpin, Mr. William John Robert<br>Age=29.0<br>SHAP=0.003",
          "None=Moore, Mr. Leonard Charles<br>Age=-999.0<br>SHAP=0.007",
          "None=Osen, Mr. Olaf Elon<br>Age=16.0<br>SHAP=0.007",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=9.0<br>SHAP=0.020",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=36.5<br>SHAP=-0.010",
          "None=Bateman, Rev. Robert James<br>Age=51.0<br>SHAP=-0.019",
          "None=Meo, Mr. Alfonzo<br>Age=55.5<br>SHAP=-0.031",
          "None=Cribb, Mr. John Hatfield<br>Age=44.0<br>SHAP=-0.039",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=-999.0<br>SHAP=0.010",
          "None=Van der hoef, Mr. Wyckoff<br>Age=61.0<br>SHAP=-0.064",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=21.0<br>SHAP=0.004",
          "None=Klasen, Mr. Klas Albin<br>Age=18.0<br>SHAP=-0.001",
          "None=Rood, Mr. Hugh Roscoe<br>Age=-999.0<br>SHAP=0.015",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=19.0<br>SHAP=0.001",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>SHAP=-0.031",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>SHAP=0.004",
          "None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>SHAP=0.007",
          "None=Blank, Mr. Henry<br>Age=40.0<br>SHAP=-0.029",
          "None=Ali, Mr. Ahmed<br>Age=24.0<br>SHAP=0.005",
          "None=Green, Mr. George Henry<br>Age=51.0<br>SHAP=-0.021",
          "None=Nenkoff, Mr. Christo<br>Age=-999.0<br>SHAP=0.008",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>SHAP=0.009",
          "None=Harknett, Miss. Alice Phoebe<br>Age=-999.0<br>SHAP=0.007",
          "None=Hunt, Mr. George Henry<br>Age=33.0<br>SHAP=-0.004",
          "None=Reed, Mr. James George<br>Age=-999.0<br>SHAP=0.008",
          "None=Stead, Mr. William Thomas<br>Age=62.0<br>SHAP=-0.055",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=-999.0<br>SHAP=0.007",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=50.0<br>SHAP=-0.017",
          "None=Smith, Mr. Thomas<br>Age=-999.0<br>SHAP=0.012",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=3.0<br>SHAP=0.033",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=-999.0<br>SHAP=0.018",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=63.0<br>SHAP=-0.046",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=35.0<br>SHAP=-0.018",
          "None=Smith, Mr. Richard William<br>Age=-999.0<br>SHAP=0.013",
          "None=Connolly, Miss. Kate<br>Age=22.0<br>SHAP=0.003",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=19.0<br>SHAP=0.011",
          "None=Levy, Mr. Rene Jacques<br>Age=36.0<br>SHAP=-0.000",
          "None=Lewy, Mr. Ervin G<br>Age=-999.0<br>SHAP=0.017",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=-999.0<br>SHAP=0.007",
          "None=Sage, Mr. George John Jr<br>Age=-999.0<br>SHAP=0.023",
          "None=Nysveen, Mr. Johan Hansen<br>Age=61.0<br>SHAP=-0.033",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=-999.0<br>SHAP=0.008",
          "None=Denkoff, Mr. Mitto<br>Age=-999.0<br>SHAP=0.008",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=41.0<br>SHAP=-0.012",
          "None=Dimic, Mr. Jovan<br>Age=42.0<br>SHAP=-0.020",
          "None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>SHAP=0.002",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>SHAP=0.005",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=-999.0<br>SHAP=0.007",
          "None=Widener, Mr. Harry Elkins<br>Age=27.0<br>SHAP=0.010",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>SHAP=0.006",
          "None=Plotcharsky, Mr. Vasil<br>Age=-999.0<br>SHAP=0.008",
          "None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>SHAP=0.032",
          "None=Sadlier, Mr. Matthew<br>Age=-999.0<br>SHAP=0.012",
          "None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>SHAP=0.002",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>SHAP=0.014",
          "None=Niskanen, Mr. Juha<br>Age=39.0<br>SHAP=-0.013",
          "None=Minahan, Miss. Daisy E<br>Age=33.0<br>SHAP=-0.005",
          "None=Matthews, Mr. William John<br>Age=30.0<br>SHAP=0.001",
          "None=Charters, Mr. David<br>Age=21.0<br>SHAP=0.007",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=19.0<br>SHAP=0.005",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>SHAP=-0.029",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=-999.0<br>SHAP=0.007",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>SHAP=-0.044",
          "None=Anderson, Mr. Harry<br>Age=48.0<br>SHAP=-0.029",
          "None=Milling, Mr. Jacob Christian<br>Age=48.0<br>SHAP=-0.019",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>SHAP=-0.007",
          "None=Karlsson, Mr. Nils August<br>Age=22.0<br>SHAP=0.007",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=-999.0<br>SHAP=0.008",
          "None=Bishop, Mr. Dickinson H<br>Age=25.0<br>SHAP=0.021",
          "None=Windelov, Mr. Einar<br>Age=21.0<br>SHAP=0.006",
          "None=Shellard, Mr. Frederick William<br>Age=-999.0<br>SHAP=0.015",
          "None=Svensson, Mr. Olof<br>Age=24.0<br>SHAP=0.005",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=-999.0<br>SHAP=0.018",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>SHAP=-0.014",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>SHAP=0.031",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=-999.0<br>SHAP=0.017",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=36.0<br>SHAP=-0.003",
          "None=Kassem, Mr. Fared<br>Age=-999.0<br>SHAP=0.009",
          "None=Cacic, Miss. Marija<br>Age=30.0<br>SHAP=0.001",
          "None=Hart, Miss. Eva Miriam<br>Age=7.0<br>SHAP=0.025",
          "None=Butt, Major. Archibald Willingham<br>Age=45.0<br>SHAP=-0.035",
          "None=Beane, Mr. Edward<br>Age=32.0<br>SHAP=0.007",
          "None=Goldsmith, Mr. Frank John<br>Age=33.0<br>SHAP=-0.019",
          "None=Ohman, Miss. Velin<br>Age=22.0<br>SHAP=0.004",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>SHAP=-0.015",
          "None=Morrow, Mr. Thomas Rowan<br>Age=-999.0<br>SHAP=0.012",
          "None=Harris, Mr. George<br>Age=62.0<br>SHAP=-0.037",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>SHAP=-0.022",
          "None=Patchett, Mr. George<br>Age=19.0<br>SHAP=0.003",
          "None=Ross, Mr. John Hugo<br>Age=36.0<br>SHAP=0.010",
          "None=Murdlin, Mr. Joseph<br>Age=-999.0<br>SHAP=0.007",
          "None=Bourke, Miss. Mary<br>Age=-999.0<br>SHAP=0.022",
          "None=Boulos, Mr. Hanna<br>Age=-999.0<br>SHAP=0.009",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=49.0<br>SHAP=-0.028",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=35.0<br>SHAP=-0.007",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>SHAP=-0.011",
          "None=Daniel, Mr. Robert Williams<br>Age=27.0<br>SHAP=0.005",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>SHAP=0.011",
          "None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>SHAP=-0.016",
          "None=Jardin, Mr. Jose Neto<br>Age=-999.0<br>SHAP=0.008",
          "None=Horgan, Mr. John<br>Age=-999.0<br>SHAP=0.012",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>SHAP=-0.002",
          "None=Yasbeck, Mr. Antoni<br>Age=27.0<br>SHAP=0.003",
          "None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>SHAP=0.005",
          "None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>SHAP=-0.024",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>SHAP=0.030",
          "None=Willey, Mr. Edward<br>Age=-999.0<br>SHAP=0.008",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>SHAP=0.004",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Age=18.0<br>SHAP=0.004",
          "None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>SHAP=0.004",
          "None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>SHAP=-0.035",
          "None=Coleff, Mr. Peju<br>Age=36.0<br>SHAP=-0.012",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>SHAP=-0.021",
          "None=Davidson, Mr. Thornton<br>Age=31.0<br>SHAP=0.037",
          "None=Turja, Miss. Anna Sofia<br>Age=18.0<br>SHAP=0.001",
          "None=Hassab, Mr. Hammad<br>Age=27.0<br>SHAP=0.013",
          "None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>SHAP=0.005",
          "None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>SHAP=0.005",
          "None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>SHAP=0.006",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>SHAP=-0.036",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>SHAP=0.013",
          "None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>SHAP=0.003",
          "None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>SHAP=-0.026",
          "None=Klaber, Mr. Herman<br>Age=-999.0<br>SHAP=0.025",
          "None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>SHAP=-0.036",
          "None=Larsson, Mr. August Viktor<br>Age=29.0<br>SHAP=0.005",
          "None=Greenberg, Mr. Samuel<br>Age=52.0<br>SHAP=-0.031",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Age=27.0<br>SHAP=0.014",
          "None=McEvoy, Mr. Michael<br>Age=-999.0<br>SHAP=0.014",
          "None=Johnson, Mr. Malkolm Joackim<br>Age=33.0<br>SHAP=-0.007",
          "None=Gillespie, Mr. William Henry<br>Age=34.0<br>SHAP=-0.005",
          "None=Allen, Miss. Elisabeth Walton<br>Age=29.0<br>SHAP=0.012",
          "None=Berriman, Mr. William John<br>Age=23.0<br>SHAP=0.004",
          "None=Troupiansky, Mr. Moses Aaron<br>Age=23.0<br>SHAP=0.004",
          "None=Williams, Mr. Leslie<br>Age=28.5<br>SHAP=0.001",
          "None=Ivanoff, Mr. Kanio<br>Age=-999.0<br>SHAP=0.008",
          "None=McNamee, Mr. Neal<br>Age=24.0<br>SHAP=-0.001",
          "None=Connaghton, Mr. Michael<br>Age=31.0<br>SHAP=-0.001",
          "None=Carlsson, Mr. August Sigfrid<br>Age=28.0<br>SHAP=0.005",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Age=33.0<br>SHAP=0.008",
          "None=Eklund, Mr. Hans Linus<br>Age=16.0<br>SHAP=0.008",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Age=51.0<br>SHAP=-0.015",
          "None=Moran, Mr. Daniel J<br>Age=-999.0<br>SHAP=0.012",
          "None=Lievens, Mr. Rene Aime<br>Age=24.0<br>SHAP=0.005",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Age=43.0<br>SHAP=-0.015",
          "None=Ayoub, Miss. Banoura<br>Age=13.0<br>SHAP=0.015",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Age=17.0<br>SHAP=0.012",
          "None=Johnston, Mr. Andrew G<br>Age=-999.0<br>SHAP=0.034",
          "None=Ali, Mr. William<br>Age=25.0<br>SHAP=0.003",
          "None=Sjoblom, Miss. Anna Sofia<br>Age=18.0<br>SHAP=0.002",
          "None=Guggenheim, Mr. Benjamin<br>Age=46.0<br>SHAP=-0.025",
          "None=Leader, Dr. Alice (Farnham)<br>Age=49.0<br>SHAP=-0.017",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Age=31.0<br>SHAP=0.002",
          "None=Carter, Master. William Thornton II<br>Age=11.0<br>SHAP=0.040",
          "None=Thomas, Master. Assad Alexander<br>Age=0.42<br>SHAP=0.032",
          "None=Johansson, Mr. Karl Johan<br>Age=31.0<br>SHAP=0.007",
          "None=Slemen, Mr. Richard James<br>Age=35.0<br>SHAP=-0.006",
          "None=Tomlin, Mr. Ernest Portage<br>Age=30.5<br>SHAP=0.004",
          "None=McCormack, Mr. Thomas Joseph<br>Age=-999.0<br>SHAP=0.012",
          "None=Richards, Master. George Sibley<br>Age=0.83<br>SHAP=0.042",
          "None=Mudd, Mr. Thomas Charles<br>Age=16.0<br>SHAP=0.007",
          "None=Lemberopolous, Mr. Peter L<br>Age=34.5<br>SHAP=-0.019",
          "None=Sage, Mr. Douglas Bullen<br>Age=-999.0<br>SHAP=0.023",
          "None=Boulos, Miss. Nourelain<br>Age=9.0<br>SHAP=0.027",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Age=18.0<br>SHAP=0.003",
          "None=Razi, Mr. Raihed<br>Age=-999.0<br>SHAP=0.009",
          "None=Johnson, Master. Harold Theodor<br>Age=4.0<br>SHAP=0.033",
          "None=Carlsson, Mr. Frans Olof<br>Age=33.0<br>SHAP=0.023",
          "None=Gustafsson, Mr. Alfred Ossian<br>Age=20.0<br>SHAP=0.004",
          "None=Montvila, Rev. Juozas<br>Age=27.0<br>SHAP=0.002"
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       ],
       "layout": {
        "hovermode": "closest",
        "paper_bgcolor": "#fff",
        "plot_bgcolor": "#fff",
        "showlegend": false,
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "title": {
         "text": "Dependence plot for Age"
        },
        "xaxis": {
         "title": {
          "text": "Age"
         }
        },
        "yaxis": {
         "title": {
          "text": "SHAP value"
         }
        }
       }
      },
      "text/html": [
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Gosta Leonard<br>Age=2.0<br>SHAP=0.035\", \"None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=27.0<br>SHAP=-0.005\", \"None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>SHAP=0.019\", \"None=Saundercock, Mr. William Henry<br>Age=20.0<br>SHAP=0.005\", \"None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=14.0<br>SHAP=0.012\", \"None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=38.0<br>SHAP=-0.029\", \"None=Glynn, Miss. Mary Agatha<br>Age=-999.0<br>SHAP=0.018\", \"None=Meyer, Mr. Edgar Joseph<br>Age=28.0<br>SHAP=-0.001\", \"None=Kraeff, Mr. Theodor<br>Age=-999.0<br>SHAP=0.009\", \"None=Devaney, Miss. Margaret Delia<br>Age=19.0<br>SHAP=0.004\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=18.0<br>SHAP=0.000\", \"None=Rugg, Miss. Emily<br>Age=21.0<br>SHAP=0.002\", \"None=Harris, Mr. Henry Birkhardt<br>Age=45.0<br>SHAP=-0.030\", \"None=Skoog, Master. Harald<br>Age=4.0<br>SHAP=0.029\", \"None=Kink, Mr. Vincenz<br>Age=26.0<br>SHAP=0.003\", \"None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>SHAP=0.006\", \"None=Ilett, Miss. Bertha<br>Age=17.0<br>SHAP=0.005\", \"None=Ford, Mr. William Neal<br>Age=16.0<br>SHAP=0.003\", \"None=Christmann, Mr. Emil<br>Age=29.0<br>SHAP=0.005\", \"None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>SHAP=0.005\", \"None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>SHAP=-0.037\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Age=-999.0<br>SHAP=0.008\", \"None=White, Mr. Richard Frasar<br>Age=21.0<br>SHAP=0.030\", \"None=Rekic, Mr. Tido<br>Age=38.0<br>SHAP=-0.019\", \"None=Moran, Miss. Bertha<br>Age=-999.0<br>SHAP=0.017\", \"None=Barton, Mr. David John<br>Age=22.0<br>SHAP=0.006\", \"None=Jussila, Miss. Katriina<br>Age=20.0<br>SHAP=-0.002\", \"None=Pekoniemi, Mr. Edvard<br>Age=21.0<br>SHAP=0.004\", \"None=Turpin, Mr. William John Robert<br>Age=29.0<br>SHAP=0.003\", \"None=Moore, Mr. Leonard Charles<br>Age=-999.0<br>SHAP=0.007\", \"None=Osen, Mr. Olaf Elon<br>Age=16.0<br>SHAP=0.007\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Age=9.0<br>SHAP=0.020\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Age=36.5<br>SHAP=-0.010\", \"None=Bateman, Rev. Robert James<br>Age=51.0<br>SHAP=-0.019\", \"None=Meo, Mr. Alfonzo<br>Age=55.5<br>SHAP=-0.031\", \"None=Cribb, Mr. John Hatfield<br>Age=44.0<br>SHAP=-0.039\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=-999.0<br>SHAP=0.010\", \"None=Van der hoef, Mr. Wyckoff<br>Age=61.0<br>SHAP=-0.064\", \"None=Sivola, Mr. Antti Wilhelm<br>Age=21.0<br>SHAP=0.004\", \"None=Klasen, Mr. Klas Albin<br>Age=18.0<br>SHAP=-0.001\", \"None=Rood, Mr. Hugh Roscoe<br>Age=-999.0<br>SHAP=0.015\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=19.0<br>SHAP=0.001\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>SHAP=-0.031\", \"None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>SHAP=0.004\", \"None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>SHAP=0.007\", \"None=Blank, Mr. Henry<br>Age=40.0<br>SHAP=-0.029\", \"None=Ali, Mr. Ahmed<br>Age=24.0<br>SHAP=0.005\", \"None=Green, Mr. George Henry<br>Age=51.0<br>SHAP=-0.021\", \"None=Nenkoff, Mr. Christo<br>Age=-999.0<br>SHAP=0.008\", \"None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>SHAP=0.009\", \"None=Harknett, Miss. 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Daisy E<br>Age=33.0<br>SHAP=-0.005\", \"None=Matthews, Mr. William John<br>Age=30.0<br>SHAP=0.001\", \"None=Charters, Mr. David<br>Age=21.0<br>SHAP=0.007\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Age=19.0<br>SHAP=0.005\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>SHAP=-0.029\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>Age=-999.0<br>SHAP=0.007\", \"None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>SHAP=-0.044\", \"None=Anderson, Mr. Harry<br>Age=48.0<br>SHAP=-0.029\", \"None=Milling, Mr. Jacob Christian<br>Age=48.0<br>SHAP=-0.019\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>SHAP=-0.007\", \"None=Karlsson, Mr. Nils August<br>Age=22.0<br>SHAP=0.007\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Age=-999.0<br>SHAP=0.008\", \"None=Bishop, Mr. Dickinson H<br>Age=25.0<br>SHAP=0.021\", \"None=Windelov, Mr. Einar<br>Age=21.0<br>SHAP=0.006\", \"None=Shellard, Mr. Frederick William<br>Age=-999.0<br>SHAP=0.015\", \"None=Svensson, Mr. Olof<br>Age=24.0<br>SHAP=0.005\", \"None=O'Sullivan, Miss. Bridget Mary<br>Age=-999.0<br>SHAP=0.018\", \"None=Laitinen, Miss. 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     "metadata": {},
     "output_type": "display_data"
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   ],
   "source": [
    "explainer.plot_dependence(\"Embarked\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### color by sex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:58:08.647172Z",
     "start_time": "2021-01-20T15:58:08.625044Z"
    }
   },
   "outputs": [
    {
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         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>Sex=Sex_female<br>SHAP=-0.015",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>Sex=Sex_female<br>SHAP=0.001",
          "None=Palsson, Master. Gosta Leonard<br>Age=27.0<br>Sex=Sex_female<br>SHAP=-0.005",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=0.019",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=0.012",
          "None=Saundercock, Mr. William Henry<br>Age=38.0<br>Sex=Sex_female<br>SHAP=-0.029",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.018",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.004",
          "None=Glynn, Miss. Mary Agatha<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.000",
          "None=Meyer, Mr. Edgar Joseph<br>Age=21.0<br>Sex=Sex_female<br>SHAP=0.002",
          "None=Kraeff, Mr. Theodor<br>Age=17.0<br>Sex=Sex_female<br>SHAP=0.005",
          "None=Devaney, Miss. Margaret Delia<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.017",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=20.0<br>Sex=Sex_female<br>SHAP=-0.002",
          "None=Rugg, Miss. Emily<br>Age=9.0<br>Sex=Sex_female<br>SHAP=0.020",
          "None=Harris, Mr. Henry Birkhardt<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.010",
          "None=Skoog, Master. Harald<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.001",
          "None=Kink, Mr. Vincenz<br>Age=44.0<br>Sex=Sex_female<br>SHAP=-0.031",
          "None=Hood, Mr. Ambrose Jr<br>Age=5.0<br>Sex=Sex_female<br>SHAP=0.009",
          "None=Ilett, Miss. Bertha<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.007",
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          "None=Moran, Miss. Bertha<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.008",
          "None=Barton, Mr. David John<br>Age=41.0<br>Sex=Sex_female<br>SHAP=-0.012",
          "None=Jussila, Miss. Katriina<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.007",
          "None=Pekoniemi, Mr. Edvard<br>Age=24.0<br>Sex=Sex_female<br>SHAP=0.014",
          "None=Turpin, Mr. William John Robert<br>Age=33.0<br>Sex=Sex_female<br>SHAP=-0.005",
          "None=Moore, Mr. Leonard Charles<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.005",
          "None=Osen, Mr. Olaf Elon<br>Age=45.0<br>Sex=Sex_female<br>SHAP=-0.029",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=33.0<br>Sex=Sex_female<br>SHAP=-0.007",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.018",
          "None=Bateman, Rev. Robert James<br>Age=37.0<br>Sex=Sex_female<br>SHAP=-0.014",
          "None=Meo, Mr. Alfonzo<br>Age=36.0<br>Sex=Sex_female<br>SHAP=-0.003",
          "None=Cribb, Mr. John Hatfield<br>Age=30.0<br>Sex=Sex_female<br>SHAP=0.001",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=7.0<br>Sex=Sex_female<br>SHAP=0.025",
          "None=Van der hoef, Mr. Wyckoff<br>Age=22.0<br>Sex=Sex_female<br>SHAP=0.004",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=39.0<br>Sex=Sex_female<br>SHAP=-0.015",
          "None=Klasen, Mr. Klas Albin<br>Age=53.0<br>Sex=Sex_female<br>SHAP=-0.022",
          "None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.022",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=22.0<br>Sex=Sex_female<br>SHAP=0.011",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=40.0<br>Sex=Sex_female<br>SHAP=-0.016",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=26.0<br>Sex=Sex_female<br>SHAP=-0.002",
          "None=Backstrom, Mr. Karl Alfred<br>Age=23.0<br>Sex=Sex_female<br>SHAP=0.004",
          "None=Blank, Mr. Henry<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.004",
          "None=Ali, Mr. Ahmed<br>Age=40.0<br>Sex=Sex_female<br>SHAP=-0.021",
          "None=Green, Mr. George Henry<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.001",
          "None=Nenkoff, Mr. Christo<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.013",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=27.0<br>Sex=Sex_female<br>SHAP=0.014",
          "None=Harknett, Miss. Alice Phoebe<br>Age=29.0<br>Sex=Sex_female<br>SHAP=0.012",
          "None=Hunt, Mr. George Henry<br>Age=33.0<br>Sex=Sex_female<br>SHAP=0.008",
          "None=Reed, Mr. James George<br>Age=51.0<br>Sex=Sex_female<br>SHAP=-0.015",
          "None=Stead, Mr. William Thomas<br>Age=43.0<br>Sex=Sex_female<br>SHAP=-0.015",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=13.0<br>Sex=Sex_female<br>SHAP=0.015",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=17.0<br>Sex=Sex_female<br>SHAP=0.012",
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          "None=Healy, Miss. Hanora \"Nora\"<br>Age=31.0<br>Sex=Sex_female<br>SHAP=0.002",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=9.0<br>Sex=Sex_female<br>SHAP=0.027",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.003"
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          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=2.0<br>Sex=Sex_male<br>SHAP=0.035",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=20.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Palsson, Master. Gosta Leonard<br>Age=28.0<br>Sex=Sex_male<br>SHAP=-0.001",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=45.0<br>Sex=Sex_male<br>SHAP=-0.030",
          "None=Saundercock, Mr. William Henry<br>Age=4.0<br>Sex=Sex_male<br>SHAP=0.029",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=26.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.006",
          "None=Glynn, Miss. Mary Agatha<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Meyer, Mr. Edgar Joseph<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Kraeff, Mr. Theodor<br>Age=20.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Devaney, Miss. Margaret Delia<br>Age=46.0<br>Sex=Sex_male<br>SHAP=-0.037",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Rugg, Miss. Emily<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.030",
          "None=Harris, Mr. Henry Birkhardt<br>Age=38.0<br>Sex=Sex_male<br>SHAP=-0.019",
          "None=Skoog, Master. Harald<br>Age=22.0<br>Sex=Sex_male<br>SHAP=0.006",
          "None=Kink, Mr. Vincenz<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Hood, Mr. Ambrose Jr<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Ilett, Miss. Bertha<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Ford, Mr. William Neal<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Christmann, Mr. Emil<br>Age=36.5<br>Sex=Sex_male<br>SHAP=-0.010",
          "None=Andreasson, Mr. Paul Edvin<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.019",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=55.5<br>Sex=Sex_male<br>SHAP=-0.031",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=44.0<br>Sex=Sex_male<br>SHAP=-0.039",
          "None=White, Mr. Richard Frasar<br>Age=61.0<br>Sex=Sex_male<br>SHAP=-0.064",
          "None=Rekic, Mr. Tido<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Moran, Miss. Bertha<br>Age=18.0<br>Sex=Sex_male<br>SHAP=-0.001",
          "None=Barton, Mr. David John<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.015",
          "None=Jussila, Miss. Katriina<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Pekoniemi, Mr. Edvard<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Turpin, Mr. William John Robert<br>Age=40.0<br>Sex=Sex_male<br>SHAP=-0.029",
          "None=Moore, Mr. Leonard Charles<br>Age=24.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Osen, Mr. Olaf Elon<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.021",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=33.0<br>Sex=Sex_male<br>SHAP=-0.004",
          "None=Bateman, Rev. Robert James<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Meo, Mr. Alfonzo<br>Age=62.0<br>Sex=Sex_male<br>SHAP=-0.055",
          "None=Cribb, Mr. John Hatfield<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=3.0<br>Sex=Sex_male<br>SHAP=0.033",
          "None=Van der hoef, Mr. Wyckoff<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.013",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.000",
          "None=Klasen, Mr. Klas Albin<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.017",
          "None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.023",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=61.0<br>Sex=Sex_male<br>SHAP=-0.033",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Backstrom, Mr. Karl Alfred<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.020",
          "None=Blank, Mr. Henry<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.002",
          "None=Ali, Mr. Ahmed<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Green, Mr. George Henry<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.010",
          "None=Nenkoff, Mr. Christo<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.006",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Harknett, Miss. Alice Phoebe<br>Age=1.0<br>Sex=Sex_male<br>SHAP=0.032",
          "None=Hunt, Mr. George Henry<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Reed, Mr. James George<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.002",
          "None=Stead, Mr. William Thomas<br>Age=39.0<br>Sex=Sex_male<br>SHAP=-0.013",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=30.0<br>Sex=Sex_male<br>SHAP=0.001",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Smith, Mr. Thomas<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=52.0<br>Sex=Sex_male<br>SHAP=-0.044",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.029",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.019",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=22.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Smith, Mr. Richard William<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Connolly, Miss. Kate<br>Age=25.0<br>Sex=Sex_male<br>SHAP=0.021",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.006",
          "None=Levy, Mr. Rene Jacques<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.015",
          "None=Lewy, Mr. Ervin G<br>Age=24.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.031",
          "None=Sage, Mr. George John Jr<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.017",
          "None=Nysveen, Mr. Johan Hansen<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=45.0<br>Sex=Sex_male<br>SHAP=-0.035",
          "None=Denkoff, Mr. Mitto<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=33.0<br>Sex=Sex_male<br>SHAP=-0.019",
          "None=Dimic, Mr. Jovan<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=del Carlo, Mr. Sebastiano<br>Age=62.0<br>Sex=Sex_male<br>SHAP=-0.037",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=36.0<br>Sex=Sex_male<br>SHAP=0.010",
          "None=Widener, Mr. Harry Elkins<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009",
          "None=Plotcharsky, Mr. Vasil<br>Age=49.0<br>Sex=Sex_male<br>SHAP=-0.028",
          "None=Goodwin, Master. Sidney Leonard<br>Age=35.0<br>Sex=Sex_male<br>SHAP=-0.007",
          "None=Sadlier, Mr. Matthew<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.011",
          "None=Gustafsson, Mr. Johan Birger<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Niskanen, Mr. Juha<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Minahan, Miss. Daisy E<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Matthews, Mr. William John<br>Age=26.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Charters, Mr. David<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.024",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.030",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=47.0<br>Sex=Sex_male<br>SHAP=-0.035",
          "None=Anderson, Mr. Harry<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.012",
          "None=Milling, Mr. Jacob Christian<br>Age=31.0<br>Sex=Sex_male<br>SHAP=0.037",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.013",
          "None=Karlsson, Mr. Nils August<br>Age=14.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=14.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Bishop, Mr. Dickinson H<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.006",
          "None=Windelov, Mr. Einar<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.036",
          "None=Shellard, Mr. Frederick William<br>Age=26.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Svensson, Mr. Olof<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.026",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.025",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.036",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=52.0<br>Sex=Sex_male<br>SHAP=-0.031",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.014",
          "None=Kassem, Mr. Fared<br>Age=33.0<br>Sex=Sex_male<br>SHAP=-0.007",
          "None=Cacic, Miss. Marija<br>Age=34.0<br>Sex=Sex_male<br>SHAP=-0.005",
          "None=Hart, Miss. Eva Miriam<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Butt, Major. Archibald Willingham<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Beane, Mr. Edward<br>Age=28.5<br>Sex=Sex_male<br>SHAP=0.001",
          "None=Goldsmith, Mr. Frank John<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Ohman, Miss. Velin<br>Age=24.0<br>Sex=Sex_male<br>SHAP=-0.001",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=31.0<br>Sex=Sex_male<br>SHAP=-0.001",
          "None=Morrow, Mr. Thomas Rowan<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Harris, Mr. George<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Patchett, Mr. George<br>Age=24.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Ross, Mr. John Hugo<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.034",
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          "None=Bourke, Miss. Mary<br>Age=46.0<br>Sex=Sex_male<br>SHAP=-0.025",
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          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=0.42<br>Sex=Sex_male<br>SHAP=0.032",
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          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
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          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.023",
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          "None=Bostandyeff, Mr. Guentcho<br>Age=4.0<br>Sex=Sex_male<br>SHAP=0.033",
          "None=Lundahl, Mr. Johan Svensson<br>Age=33.0<br>Sex=Sex_male<br>SHAP=0.023",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=20.0<br>Sex=Sex_male<br>SHAP=0.004",
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          -0.0006850623174081651,
          -0.0014057318516366565,
          0.004671871292196017,
          0.007707632559003364,
          0.011552072487638822,
          0.004804940967498385,
          0.03369853894049205,
          0.0028098454435303995,
          -0.024969022272840327,
          0.039621139404776774,
          0.03236846404095347,
          0.006907565252876208,
          -0.006189717832261046,
          0.004022434376196849,
          0.01158945841162901,
          0.042460629171123365,
          0.006763778642779286,
          -0.018580486015346516,
          0.02306387574994162,
          0.008774909028635567,
          0.03256026491108326,
          0.022818132947736738,
          0.004058077359520002,
          0.0015182476128659025
         ]
        }
       ],
       "layout": {
        "hovermode": "closest",
        "paper_bgcolor": "#fff",
        "plot_bgcolor": "#fff",
        "showlegend": true,
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "title": {
         "text": "Dependence plot for Age"
        },
        "xaxis": {
         "title": {
          "text": "Age"
         }
        },
        "yaxis": {
         "title": {
          "text": "SHAP value"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"d96c7242-1257-48c8-99f7-76487e77bb7e\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"d96c7242-1257-48c8-99f7-76487e77bb7e\")) {                    Plotly.newPlot(                        \"d96c7242-1257-48c8-99f7-76487e77bb7e\",                        [{\"hoverinfo\": \"text\", \"marker\": {\"opacity\": 0.6, \"showscale\": false, \"size\": 7}, \"mode\": \"markers\", \"name\": \"Sex_female\", \"opacity\": 0.8, \"showlegend\": true, \"text\": [\"None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>Sex=Sex_female<br>SHAP=-0.015\", \"None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>Sex=Sex_female<br>SHAP=0.001\", \"None=Palsson, Master. Gosta Leonard<br>Age=27.0<br>Sex=Sex_female<br>SHAP=-0.005\", \"None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=0.019\", \"None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=0.012\", \"None=Saundercock, Mr. William Henry<br>Age=38.0<br>Sex=Sex_female<br>SHAP=-0.029\", \"None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.018\", \"None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.004\", \"None=Glynn, Miss. Mary Agatha<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.000\", \"None=Meyer, Mr. Edgar Joseph<br>Age=21.0<br>Sex=Sex_female<br>SHAP=0.002\", \"None=Kraeff, Mr. Theodor<br>Age=17.0<br>Sex=Sex_female<br>SHAP=0.005\", \"None=Devaney, Miss. Margaret Delia<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.017\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=20.0<br>Sex=Sex_female<br>SHAP=-0.002\", \"None=Rugg, Miss. Emily<br>Age=9.0<br>Sex=Sex_female<br>SHAP=0.020\", \"None=Harris, Mr. Henry Birkhardt<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.010\", \"None=Skoog, Master. Harald<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.001\", \"None=Kink, Mr. Vincenz<br>Age=44.0<br>Sex=Sex_female<br>SHAP=-0.031\", \"None=Hood, Mr. Ambrose Jr<br>Age=5.0<br>Sex=Sex_female<br>SHAP=0.009\", \"None=Ilett, Miss. Bertha<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.007\", \"None=Ford, Mr. William Neal<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.007\", \"None=Christmann, Mr. Emil<br>Age=50.0<br>Sex=Sex_female<br>SHAP=-0.017\", \"None=Andreasson, Mr. Paul Edvin<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.018\", \"None=Chaffee, Mr. Herbert Fuller<br>Age=63.0<br>Sex=Sex_female<br>SHAP=-0.046\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Age=35.0<br>Sex=Sex_female<br>SHAP=-0.018\", \"None=White, Mr. Richard Frasar<br>Age=22.0<br>Sex=Sex_female<br>SHAP=0.003\", \"None=Rekic, Mr. Tido<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.011\", \"None=Moran, Miss. Bertha<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.008\", \"None=Barton, Mr. David John<br>Age=41.0<br>Sex=Sex_female<br>SHAP=-0.012\", \"None=Jussila, Miss. Katriina<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.007\", \"None=Pekoniemi, Mr. Edvard<br>Age=24.0<br>Sex=Sex_female<br>SHAP=0.014\", \"None=Turpin, Mr. William John Robert<br>Age=33.0<br>Sex=Sex_female<br>SHAP=-0.005\", \"None=Moore, Mr. Leonard Charles<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.005\", \"None=Osen, Mr. Olaf Elon<br>Age=45.0<br>Sex=Sex_female<br>SHAP=-0.029\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Age=33.0<br>Sex=Sex_female<br>SHAP=-0.007\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.018\", \"None=Bateman, Rev. Robert James<br>Age=37.0<br>Sex=Sex_female<br>SHAP=-0.014\", \"None=Meo, Mr. Alfonzo<br>Age=36.0<br>Sex=Sex_female<br>SHAP=-0.003\", \"None=Cribb, Mr. John Hatfield<br>Age=30.0<br>Sex=Sex_female<br>SHAP=0.001\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=7.0<br>Sex=Sex_female<br>SHAP=0.025\", \"None=Van der hoef, Mr. Wyckoff<br>Age=22.0<br>Sex=Sex_female<br>SHAP=0.004\", \"None=Sivola, Mr. Antti Wilhelm<br>Age=39.0<br>Sex=Sex_female<br>SHAP=-0.015\", \"None=Klasen, Mr. Klas Albin<br>Age=53.0<br>Sex=Sex_female<br>SHAP=-0.022\", \"None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.022\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=22.0<br>Sex=Sex_female<br>SHAP=0.011\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=40.0<br>Sex=Sex_female<br>SHAP=-0.016\", \"None=Vande Walle, Mr. Nestor Cyriel<br>Age=26.0<br>Sex=Sex_female<br>SHAP=-0.002\", \"None=Backstrom, Mr. Karl Alfred<br>Age=23.0<br>Sex=Sex_female<br>SHAP=0.004\", \"None=Blank, Mr. Henry<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.004\", \"None=Ali, Mr. Ahmed<br>Age=40.0<br>Sex=Sex_female<br>SHAP=-0.021\", \"None=Green, Mr. George Henry<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.001\", \"None=Nenkoff, Mr. Christo<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.013\", \"None=Asplund, Miss. Lillian Gertrud<br>Age=27.0<br>Sex=Sex_female<br>SHAP=0.014\", \"None=Harknett, Miss. 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Gosta Leonard<br>Age=28.0<br>Sex=Sex_male<br>SHAP=-0.001\", \"None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009\", \"None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=45.0<br>Sex=Sex_male<br>SHAP=-0.030\", \"None=Saundercock, Mr. William Henry<br>Age=4.0<br>Sex=Sex_male<br>SHAP=0.029\", \"None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=26.0<br>Sex=Sex_male<br>SHAP=0.003\", \"None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.006\", \"None=Glynn, Miss. Mary Agatha<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.003\", \"None=Meyer, Mr. Edgar Joseph<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Kraeff, Mr. Theodor<br>Age=20.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Devaney, Miss. Margaret Delia<br>Age=46.0<br>Sex=Sex_male<br>SHAP=-0.037\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Rugg, Miss. Emily<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.030\", \"None=Harris, Mr. Henry Birkhardt<br>Age=38.0<br>Sex=Sex_male<br>SHAP=-0.019\", \"None=Skoog, Master. Harald<br>Age=22.0<br>Sex=Sex_male<br>SHAP=0.006\", \"None=Kink, Mr. Vincenz<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.004\", \"None=Hood, Mr. Ambrose Jr<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.003\", \"None=Ilett, Miss. Bertha<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Ford, Mr. William Neal<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Christmann, Mr. Emil<br>Age=36.5<br>Sex=Sex_male<br>SHAP=-0.010\", \"None=Andreasson, Mr. Paul Edvin<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.019\", \"None=Chaffee, Mr. Herbert Fuller<br>Age=55.5<br>Sex=Sex_male<br>SHAP=-0.031\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Age=44.0<br>Sex=Sex_male<br>SHAP=-0.039\", \"None=White, Mr. Richard Frasar<br>Age=61.0<br>Sex=Sex_male<br>SHAP=-0.064\", \"None=Rekic, Mr. Tido<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.004\", \"None=Moran, Miss. Bertha<br>Age=18.0<br>Sex=Sex_male<br>SHAP=-0.001\", \"None=Barton, Mr. David John<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Jussila, Miss. Katriina<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.004\", \"None=Pekoniemi, Mr. Edvard<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Turpin, Mr. William John Robert<br>Age=40.0<br>Sex=Sex_male<br>SHAP=-0.029\", \"None=Moore, Mr. Leonard Charles<br>Age=24.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Osen, Mr. Olaf Elon<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.021\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Age=33.0<br>Sex=Sex_male<br>SHAP=-0.004\", \"None=Bateman, Rev. Robert James<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Meo, Mr. Alfonzo<br>Age=62.0<br>Sex=Sex_male<br>SHAP=-0.055\", \"None=Cribb, Mr. John Hatfield<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=3.0<br>Sex=Sex_male<br>SHAP=0.033\", \"None=Van der hoef, Mr. Wyckoff<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.013\", \"None=Sivola, Mr. Antti Wilhelm<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.000\", \"None=Klasen, Mr. Klas Albin<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.017\", \"None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.023\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=61.0<br>Sex=Sex_male<br>SHAP=-0.033\", \"None=Vande Walle, Mr. Nestor Cyriel<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Backstrom, Mr. Karl Alfred<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.020\", \"None=Blank, Mr. Henry<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.002\", \"None=Ali, Mr. Ahmed<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Green, Mr. George Henry<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.010\", \"None=Nenkoff, Mr. Christo<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.006\", \"None=Asplund, Miss. Lillian Gertrud<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Harknett, Miss. Alice Phoebe<br>Age=1.0<br>Sex=Sex_male<br>SHAP=0.032\", \"None=Hunt, Mr. George Henry<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012\", \"None=Reed, Mr. James George<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.002\", \"None=Stead, Mr. William Thomas<br>Age=39.0<br>Sex=Sex_male<br>SHAP=-0.013\", \"None=Thorne, Mrs. Gertrude Maybelle<br>Age=30.0<br>Sex=Sex_male<br>SHAP=0.001\", \"None=Parrish, Mrs. (Lutie Davis)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Smith, Mr. Thomas<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Asplund, Master. Edvin Rojj Felix<br>Age=52.0<br>Sex=Sex_male<br>SHAP=-0.044\", \"None=Healy, Miss. Hanora \\\"Nora\\\"<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.029\", \"None=Andrews, Miss. Kornelia Theodosia<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.019\", \"None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=22.0<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Smith, Mr. Richard William<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Connolly, Miss. Kate<br>Age=25.0<br>Sex=Sex_male<br>SHAP=0.021\", \"None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.006\", \"None=Levy, Mr. Rene Jacques<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Lewy, Mr. Ervin G<br>Age=24.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.031\", \"None=Sage, Mr. George John Jr<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.017\", \"None=Nysveen, Mr. Johan Hansen<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009\", \"None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=45.0<br>Sex=Sex_male<br>SHAP=-0.035\", \"None=Denkoff, Mr. Mitto<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Burns, Miss. Elizabeth Margaret<br>Age=33.0<br>Sex=Sex_male<br>SHAP=-0.019\", \"None=Dimic, Mr. Jovan<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012\", \"None=del Carlo, Mr. Sebastiano<br>Age=62.0<br>Sex=Sex_male<br>SHAP=-0.037\", \"None=Beavan, Mr. William Thomas<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.003\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=36.0<br>Sex=Sex_male<br>SHAP=0.010\", \"None=Widener, Mr. Harry Elkins<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007\", \"None=Gustafsson, Mr. Karl Gideon<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009\", \"None=Plotcharsky, Mr. Vasil<br>Age=49.0<br>Sex=Sex_male<br>SHAP=-0.028\", \"None=Goodwin, Master. Sidney Leonard<br>Age=35.0<br>Sex=Sex_male<br>SHAP=-0.007\", \"None=Sadlier, Mr. Matthew<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.011\", \"None=Gustafsson, Mr. Johan Birger<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Niskanen, Mr. Juha<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012\", \"None=Minahan, Miss. Daisy E<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.003\", \"None=Matthews, Mr. William John<br>Age=26.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Charters, Mr. David<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.024\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.030\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.004\", \"None=Peuchen, Major. Arthur Godfrey<br>Age=47.0<br>Sex=Sex_male<br>SHAP=-0.035\", \"None=Anderson, Mr. Harry<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.012\", \"None=Milling, Mr. Jacob Christian<br>Age=31.0<br>Sex=Sex_male<br>SHAP=0.037\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.013\", \"None=Karlsson, Mr. Nils August<br>Age=14.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Age=14.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Bishop, Mr. Dickinson H<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.006\", \"None=Windelov, Mr. Einar<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.036\", \"None=Shellard, Mr. Frederick William<br>Age=26.0<br>Sex=Sex_male<br>SHAP=0.003\", \"None=Svensson, Mr. Olof<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.026\", \"None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.025\", \"None=Laitinen, Miss. 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Velin<br>Age=24.0<br>Sex=Sex_male<br>SHAP=-0.001\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=31.0<br>Sex=Sex_male<br>SHAP=-0.001\", \"None=Morrow, Mr. Thomas Rowan<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Harris, Mr. George<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.008\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012\", \"None=Patchett, Mr. George<br>Age=24.0<br>Sex=Sex_male<br>SHAP=0.005\", \"None=Ross, Mr. John Hugo<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.034\", \"None=Murdlin, Mr. Joseph<br>Age=25.0<br>Sex=Sex_male<br>SHAP=0.003\", \"None=Bourke, Miss. Mary<br>Age=46.0<br>Sex=Sex_male<br>SHAP=-0.025\", \"None=Boulos, Mr. Hanna<br>Age=11.0<br>Sex=Sex_male<br>SHAP=0.040\", \"None=Duff Gordon, Sir. 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   "source": [
    "explainer.plot_dependence(\"Age\", color_col=\"Sex\")"
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  },
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     "start_time": "2021-01-20T15:58:42.827096Z"
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          "None: Shutes, Miss. Elizabeth W<br>shap: -0.022<br>Sex: female",
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          "None: Hogeboom, Mrs. John C (Anna Andrews)<br>shap: -0.019<br>Sex: female",
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          "None: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>shap: -0.023<br>Sex: female",
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       "                            \n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_dependence(\"Embarked\", color_col=\"Sex\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Highlight particular index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:58:57.214238Z",
     "start_time": "2021-01-20T15:58:57.183317Z"
    }
   },
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          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.004",
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          "None=Palsson, Master. Gosta Leonard<br>Age=28.0<br>Sex=Sex_male<br>SHAP=-0.001",
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          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
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          "None=Hood, Mr. Ambrose Jr<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.003",
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          "None=Andreasson, Mr. Paul Edvin<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.019",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=55.5<br>Sex=Sex_male<br>SHAP=-0.031",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=44.0<br>Sex=Sex_male<br>SHAP=-0.039",
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          "None=Rekic, Mr. Tido<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.004",
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          "None=Pekoniemi, Mr. Edvard<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.007",
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          "None=Osen, Mr. Olaf Elon<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.021",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=33.0<br>Sex=Sex_male<br>SHAP=-0.004",
          "None=Bateman, Rev. Robert James<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Meo, Mr. Alfonzo<br>Age=62.0<br>Sex=Sex_male<br>SHAP=-0.055",
          "None=Cribb, Mr. John Hatfield<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=3.0<br>Sex=Sex_male<br>SHAP=0.033",
          "None=Van der hoef, Mr. Wyckoff<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.013",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.000",
          "None=Klasen, Mr. Klas Albin<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.017",
          "None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.023",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=61.0<br>Sex=Sex_male<br>SHAP=-0.033",
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          "None=Ali, Mr. Ahmed<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Green, Mr. George Henry<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.010",
          "None=Nenkoff, Mr. Christo<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.006",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Harknett, Miss. Alice Phoebe<br>Age=1.0<br>Sex=Sex_male<br>SHAP=0.032",
          "None=Hunt, Mr. George Henry<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Reed, Mr. James George<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.002",
          "None=Stead, Mr. William Thomas<br>Age=39.0<br>Sex=Sex_male<br>SHAP=-0.013",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=30.0<br>Sex=Sex_male<br>SHAP=0.001",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Smith, Mr. Thomas<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=52.0<br>Sex=Sex_male<br>SHAP=-0.044",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.029",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.019",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=22.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Smith, Mr. Richard William<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Connolly, Miss. Kate<br>Age=25.0<br>Sex=Sex_male<br>SHAP=0.021",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.006",
          "None=Levy, Mr. Rene Jacques<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.015",
          "None=Lewy, Mr. Ervin G<br>Age=24.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.031",
          "None=Sage, Mr. George John Jr<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.017",
          "None=Nysveen, Mr. Johan Hansen<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=45.0<br>Sex=Sex_male<br>SHAP=-0.035",
          "None=Denkoff, Mr. Mitto<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=33.0<br>Sex=Sex_male<br>SHAP=-0.019",
          "None=Dimic, Mr. Jovan<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=del Carlo, Mr. Sebastiano<br>Age=62.0<br>Sex=Sex_male<br>SHAP=-0.037",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=36.0<br>Sex=Sex_male<br>SHAP=0.010",
          "None=Widener, Mr. Harry Elkins<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009",
          "None=Plotcharsky, Mr. Vasil<br>Age=49.0<br>Sex=Sex_male<br>SHAP=-0.028",
          "None=Goodwin, Master. Sidney Leonard<br>Age=35.0<br>Sex=Sex_male<br>SHAP=-0.007",
          "None=Sadlier, Mr. Matthew<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.011",
          "None=Gustafsson, Mr. Johan Birger<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Niskanen, Mr. Juha<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Minahan, Miss. Daisy E<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Matthews, Mr. William John<br>Age=26.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Charters, Mr. David<br>Age=51.0<br>Sex=Sex_male<br>SHAP=-0.024",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.030",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=47.0<br>Sex=Sex_male<br>SHAP=-0.035",
          "None=Anderson, Mr. Harry<br>Age=36.0<br>Sex=Sex_male<br>SHAP=-0.012",
          "None=Milling, Mr. Jacob Christian<br>Age=31.0<br>Sex=Sex_male<br>SHAP=0.037",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.013",
          "None=Karlsson, Mr. Nils August<br>Age=14.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=14.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Bishop, Mr. Dickinson H<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.006",
          "None=Windelov, Mr. Einar<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.036",
          "None=Shellard, Mr. Frederick William<br>Age=26.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Svensson, Mr. Olof<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.026",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.025",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.036",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=29.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=52.0<br>Sex=Sex_male<br>SHAP=-0.031",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.014",
          "None=Kassem, Mr. Fared<br>Age=33.0<br>Sex=Sex_male<br>SHAP=-0.007",
          "None=Cacic, Miss. Marija<br>Age=34.0<br>Sex=Sex_male<br>SHAP=-0.005",
          "None=Hart, Miss. Eva Miriam<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Butt, Major. Archibald Willingham<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Beane, Mr. Edward<br>Age=28.5<br>Sex=Sex_male<br>SHAP=0.001",
          "None=Goldsmith, Mr. Frank John<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Ohman, Miss. Velin<br>Age=24.0<br>Sex=Sex_male<br>SHAP=-0.001",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=31.0<br>Sex=Sex_male<br>SHAP=-0.001",
          "None=Morrow, Mr. Thomas Rowan<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Harris, Mr. George<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.008",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Patchett, Mr. George<br>Age=24.0<br>Sex=Sex_male<br>SHAP=0.005",
          "None=Ross, Mr. John Hugo<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.034",
          "None=Murdlin, Mr. Joseph<br>Age=25.0<br>Sex=Sex_male<br>SHAP=0.003",
          "None=Bourke, Miss. Mary<br>Age=46.0<br>Sex=Sex_male<br>SHAP=-0.025",
          "None=Boulos, Mr. Hanna<br>Age=11.0<br>Sex=Sex_male<br>SHAP=0.040",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=0.42<br>Sex=Sex_male<br>SHAP=0.032",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=31.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=35.0<br>Sex=Sex_male<br>SHAP=-0.006",
          "None=Daniel, Mr. Robert Williams<br>Age=30.5<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Shutes, Miss. Elizabeth W<br>Age=0.83<br>Sex=Sex_male<br>SHAP=0.042",
          "None=Jardin, Mr. Jose Neto<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.007",
          "None=Horgan, Mr. John<br>Age=34.5<br>Sex=Sex_male<br>SHAP=-0.019",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.023",
          "None=Yasbeck, Mr. Antoni<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.009",
          "None=Bostandyeff, Mr. Guentcho<br>Age=4.0<br>Sex=Sex_male<br>SHAP=0.033",
          "None=Lundahl, Mr. Johan Svensson<br>Age=33.0<br>Sex=Sex_male<br>SHAP=0.023",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=20.0<br>Sex=Sex_male<br>SHAP=0.004",
          "None=Willey, Mr. Edward<br>Age=27.0<br>Sex=Sex_male<br>SHAP=0.002"
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         "hoverinfo": "text",
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         "mode": "markers",
         "name": "None Saundercock, Mr. William Henry",
         "showlegend": false,
         "text": "None Saundercock, Mr. William Henry",
         "type": "scattergl",
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         "y": [
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       "layout": {
        "hovermode": "closest",
        "paper_bgcolor": "#fff",
        "plot_bgcolor": "#fff",
        "showlegend": true,
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "title": {
         "text": "Dependence plot for Age"
        },
        "xaxis": {
         "title": {
          "text": "Age"
         }
        },
        "yaxis": {
         "title": {
          "text": "SHAP value"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"110702e3-ed92-463d-aa19-3265a528994e\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"110702e3-ed92-463d-aa19-3265a528994e\")) {                    Plotly.newPlot(                        \"110702e3-ed92-463d-aa19-3265a528994e\",                        [{\"hoverinfo\": \"text\", \"marker\": {\"opacity\": 0.6, \"showscale\": false, \"size\": 7}, \"mode\": \"markers\", \"name\": \"Sex_female\", \"opacity\": 0.8, \"showlegend\": true, \"text\": [\"None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>Sex=Sex_female<br>SHAP=-0.015\", \"None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>Sex=Sex_female<br>SHAP=0.001\", \"None=Palsson, Master. Gosta Leonard<br>Age=27.0<br>Sex=Sex_female<br>SHAP=-0.005\", \"None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=0.019\", \"None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=0.012\", \"None=Saundercock, Mr. William Henry<br>Age=38.0<br>Sex=Sex_female<br>SHAP=-0.029\", \"None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.018\", \"None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.004\", \"None=Glynn, Miss. Mary Agatha<br>Age=18.0<br>Sex=Sex_female<br>SHAP=0.000\", \"None=Meyer, Mr. Edgar Joseph<br>Age=21.0<br>Sex=Sex_female<br>SHAP=0.002\", \"None=Kraeff, Mr. Theodor<br>Age=17.0<br>Sex=Sex_female<br>SHAP=0.005\", \"None=Devaney, Miss. Margaret Delia<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.017\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=20.0<br>Sex=Sex_female<br>SHAP=-0.002\", \"None=Rugg, Miss. Emily<br>Age=9.0<br>Sex=Sex_female<br>SHAP=0.020\", \"None=Harris, Mr. Henry Birkhardt<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.010\", \"None=Skoog, Master. Harald<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.001\", \"None=Kink, Mr. Vincenz<br>Age=44.0<br>Sex=Sex_female<br>SHAP=-0.031\", \"None=Hood, Mr. Ambrose Jr<br>Age=5.0<br>Sex=Sex_female<br>SHAP=0.009\", \"None=Ilett, Miss. Bertha<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.007\", \"None=Ford, Mr. William Neal<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.007\", \"None=Christmann, Mr. Emil<br>Age=50.0<br>Sex=Sex_female<br>SHAP=-0.017\", \"None=Andreasson, Mr. Paul Edvin<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.018\", \"None=Chaffee, Mr. Herbert Fuller<br>Age=63.0<br>Sex=Sex_female<br>SHAP=-0.046\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Age=35.0<br>Sex=Sex_female<br>SHAP=-0.018\", \"None=White, Mr. Richard Frasar<br>Age=22.0<br>Sex=Sex_female<br>SHAP=0.003\", \"None=Rekic, Mr. Tido<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.011\", \"None=Moran, Miss. Bertha<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.008\", \"None=Barton, Mr. David John<br>Age=41.0<br>Sex=Sex_female<br>SHAP=-0.012\", \"None=Jussila, Miss. Katriina<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.007\", \"None=Pekoniemi, Mr. Edvard<br>Age=24.0<br>Sex=Sex_female<br>SHAP=0.014\", \"None=Turpin, Mr. William John Robert<br>Age=33.0<br>Sex=Sex_female<br>SHAP=-0.005\", \"None=Moore, Mr. Leonard Charles<br>Age=19.0<br>Sex=Sex_female<br>SHAP=0.005\", \"None=Osen, Mr. Olaf Elon<br>Age=45.0<br>Sex=Sex_female<br>SHAP=-0.029\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Age=33.0<br>Sex=Sex_female<br>SHAP=-0.007\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.018\", \"None=Bateman, Rev. Robert James<br>Age=37.0<br>Sex=Sex_female<br>SHAP=-0.014\", \"None=Meo, Mr. Alfonzo<br>Age=36.0<br>Sex=Sex_female<br>SHAP=-0.003\", \"None=Cribb, Mr. John Hatfield<br>Age=30.0<br>Sex=Sex_female<br>SHAP=0.001\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=7.0<br>Sex=Sex_female<br>SHAP=0.025\", \"None=Van der hoef, Mr. Wyckoff<br>Age=22.0<br>Sex=Sex_female<br>SHAP=0.004\", \"None=Sivola, Mr. Antti Wilhelm<br>Age=39.0<br>Sex=Sex_female<br>SHAP=-0.015\", \"None=Klasen, Mr. Klas Albin<br>Age=53.0<br>Sex=Sex_female<br>SHAP=-0.022\", \"None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.022\", \"None=Andersen-Jensen, Miss. 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       "                            \n",
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_dependence(\"Age\", color_col=\"Sex\", highlight_index=5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Shap interactions plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:59:01.645938Z",
     "start_time": "2021-01-20T15:59:01.604622Z"
    }
   },
   "outputs": [
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          "None: Jussila, Miss. Katriina<br>shap: -0.022<br>PassengerClass: 3",
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        "template": {
         "data": {
          "scatter": [
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        "title": {
         "text": "Interaction plot for Sex and PassengerClass"
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        "xaxis": {
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         "domain": [
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Cosmo Edmund (\\\"Mr Morgan\\\")<br>shap: -0.012<br>PassengerClass: 1\", \"None: Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>shap: -0.013<br>PassengerClass: 1\", \"None: Lindell, Mr. Edvard Bengtsson<br>shap: 0.015<br>PassengerClass: 3\", \"None: Daniel, Mr. Robert Williams<br>shap: -0.015<br>PassengerClass: 1\", \"None: Jardin, Mr. Jose Neto<br>shap: 0.013<br>PassengerClass: 3\", \"None: Horgan, Mr. John<br>shap: 0.011<br>PassengerClass: 3\", \"None: Yasbeck, Mr. Antoni<br>shap: 0.015<br>PassengerClass: 3\", \"None: Bostandyeff, Mr. Guentcho<br>shap: 0.014<br>PassengerClass: 3\", \"None: Lundahl, Mr. Johan Svensson<br>shap: 0.015<br>PassengerClass: 3\", \"None: Stahelin-Maeglin, Dr. Max<br>shap: -0.012<br>PassengerClass: 1\", \"None: Willey, Mr. Edward<br>shap: 0.013<br>PassengerClass: 3\", \"None: Eitemiller, Mr. George Floyd<br>shap: -0.014<br>PassengerClass: 2\", \"None: Colley, Mr. Edward Pomeroy<br>shap: -0.015<br>PassengerClass: 1\", \"None: Coleff, Mr. Peju<br>shap: 0.014<br>PassengerClass: 3\", \"None: Davidson, Mr. Thornton<br>shap: -0.015<br>PassengerClass: 1\", \"None: Hassab, Mr. Hammad<br>shap: -0.012<br>PassengerClass: 1\", \"None: Goodwin, Mr. Charles Edward<br>shap: 0.018<br>PassengerClass: 3\", \"None: Panula, Mr. Jaako Arnold<br>shap: 0.017<br>PassengerClass: 3\", \"None: Fischer, Mr. Eberhard Thelander<br>shap: 0.014<br>PassengerClass: 3\", \"None: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>shap: 0.014<br>PassengerClass: 3\", \"None: Hansen, Mr. Henrik Juul<br>shap: 0.014<br>PassengerClass: 3\", \"None: Calderhead, Mr. Edward Pennington<br>shap: -0.014<br>PassengerClass: 1\", \"None: Klaber, Mr. Herman<br>shap: -0.011<br>PassengerClass: 1\", \"None: Taylor, Mr. Elmer Zebley<br>shap: -0.014<br>PassengerClass: 1\", \"None: Larsson, Mr. August Viktor<br>shap: 0.014<br>PassengerClass: 3\", \"None: Greenberg, Mr. Samuel<br>shap: -0.014<br>PassengerClass: 2\", \"None: McEvoy, Mr. Michael<br>shap: 0.012<br>PassengerClass: 3\", \"None: Johnson, Mr. Malkolm Joackim<br>shap: 0.014<br>PassengerClass: 3\", \"None: Gillespie, Mr. William Henry<br>shap: -0.014<br>PassengerClass: 2\", \"None: Berriman, Mr. William John<br>shap: -0.014<br>PassengerClass: 2\", \"None: Troupiansky, Mr. Moses Aaron<br>shap: -0.014<br>PassengerClass: 2\", \"None: Williams, Mr. Leslie<br>shap: 0.016<br>PassengerClass: 3\", \"None: Ivanoff, Mr. Kanio<br>shap: 0.014<br>PassengerClass: 3\", \"None: McNamee, Mr. Neal<br>shap: 0.015<br>PassengerClass: 3\", \"None: Connaghton, Mr. Michael<br>shap: 0.013<br>PassengerClass: 3\", \"None: Carlsson, Mr. August Sigfrid<br>shap: 0.014<br>PassengerClass: 3\", \"None: Eklund, Mr. Hans Linus<br>shap: 0.014<br>PassengerClass: 3\", \"None: Moran, Mr. Daniel J<br>shap: 0.014<br>PassengerClass: 3\", \"None: Lievens, Mr. Rene Aime<br>shap: 0.014<br>PassengerClass: 3\", \"None: Johnston, Mr. Andrew G<br>shap: 0.017<br>PassengerClass: 3\", \"None: Ali, Mr. William<br>shap: 0.014<br>PassengerClass: 3\", \"None: Guggenheim, Mr. Benjamin<br>shap: -0.016<br>PassengerClass: 1\", \"None: Carter, Master. 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-0.014447759760950977], \"yaxis\": \"y4\"}],                        {\"hovermode\": \"closest\", \"template\": {\"data\": {\"scatter\": [{\"type\": \"scatter\"}]}}, \"title\": {\"text\": \"Interaction plot for Sex and PassengerClass\"}, \"xaxis\": {\"anchor\": \"y\", \"domain\": [0.0, 0.31875]}, \"xaxis2\": {\"anchor\": \"y2\", \"domain\": [0.36874999999999997, 0.475], \"showgrid\": false, \"visible\": false, \"zeroline\": false}, \"xaxis3\": {\"anchor\": \"y3\", \"domain\": [0.525, 0.84375]}, \"xaxis4\": {\"anchor\": \"y4\", \"domain\": [0.8937499999999999, 0.9999999999999999], \"showgrid\": false, \"visible\": false, \"zeroline\": false}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"range\": [-0.03594345035067162, 0.0382374815642048], \"title\": {\"text\": \"SHAP value\"}}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 1.0], \"matches\": \"y\", \"range\": [-0.03594345035067162, 0.0382374815642048], \"showgrid\": false, \"showticklabels\": false, \"zeroline\": false}, 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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_interaction(\"Sex\", \"PassengerClass\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:59:05.619954Z",
     "start_time": "2021-01-20T15:59:05.598306Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hoverinfo": "text",
         "marker": {
          "opacity": 0.6,
          "showscale": false,
          "size": 7
         },
         "mode": "markers",
         "name": "Sex_female",
         "opacity": 0.8,
         "showlegend": true,
         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.015",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.016",
          "None=Palsson, Master. Gosta Leonard<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.025",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.030",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.022",
          "None=Saundercock, Mr. William Henry<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.030",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.018",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.018",
          "None=Glynn, Miss. Mary Agatha<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.024",
          "None=Meyer, Mr. Edgar Joseph<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.026",
          "None=Kraeff, Mr. Theodor<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.026",
          "None=Devaney, Miss. Margaret Delia<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.022",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.022",
          "None=Rugg, Miss. Emily<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.027",
          "None=Harris, Mr. Henry Birkhardt<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.019",
          "None=Skoog, Master. Harald<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.022",
          "None=Kink, Mr. Vincenz<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.015",
          "None=Hood, Mr. Ambrose Jr<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.028",
          "None=Ilett, Miss. Bertha<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.021",
          "None=Ford, Mr. William Neal<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.022",
          "None=Christmann, Mr. Emil<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.028",
          "None=Andreasson, Mr. Paul Edvin<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.018",
          "None=Chaffee, Mr. Herbert Fuller<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.018",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.023",
          "None=White, Mr. Richard Frasar<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.019",
          "None=Rekic, Mr. Tido<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.011",
          "None=Moran, Miss. Bertha<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.018",
          "None=Barton, Mr. David John<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.018",
          "None=Jussila, Miss. Katriina<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.019",
          "None=Pekoniemi, Mr. Edvard<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.025",
          "None=Turpin, Mr. William John Robert<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=0.016",
          "None=Moore, Mr. Leonard Charles<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.032",
          "None=Osen, Mr. Olaf Elon<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.028",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.031",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.017",
          "None=Bateman, Rev. Robert James<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.023",
          "None=Meo, Mr. Alfonzo<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.032",
          "None=Cribb, Mr. John Hatfield<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.022",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=0.032",
          "None=Van der hoef, Mr. Wyckoff<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-0.022",
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        "showlegend": true,
        "template": {
         "data": {
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        "title": {
         "text": "Interaction plot for PassengerClass and Sex"
        },
        "xaxis": {
         "title": {
          "text": "PassengerClass"
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        "yaxis": {
         "title": {
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Margaret Delia<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.016\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Rugg, Miss. Emily<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.013\", \"None=Harris, Mr. Henry Birkhardt<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Skoog, Master. Harald<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Kink, Mr. Vincenz<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Hood, Mr. Ambrose Jr<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.015\", \"None=Ilett, Miss. Bertha<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Ford, Mr. William Neal<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Christmann, Mr. Emil<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.011\", \"None=Andreasson, Mr. Paul Edvin<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.014\", \"None=Chaffee, Mr. Herbert Fuller<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.016\", \"None=White, Mr. Richard Frasar<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.016\", \"None=Rekic, Mr. Tido<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Moran, Miss. Bertha<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.013\", \"None=Barton, Mr. David John<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.013\", \"None=Jussila, Miss. Katriina<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Pekoniemi, Mr. Edvard<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Turpin, Mr. William John Robert<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.010\", \"None=Moore, Mr. Leonard Charles<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Osen, Mr. Olaf Elon<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.014\", \"None=Bateman, Rev. Robert James<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.013\", \"None=Meo, Mr. Alfonzo<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.012\", \"None=Cribb, Mr. John Hatfield<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.011\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.018\", \"None=Van der hoef, Mr. Wyckoff<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.011\", \"None=Sivola, Mr. Antti Wilhelm<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.009\", \"None=Klasen, Mr. Klas Albin<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.012\", \"None=Rood, Mr. Hugh Roscoe<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.017\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.012\", \"None=Vande Walle, Mr. Nestor Cyriel<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Backstrom, Mr. Karl Alfred<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Blank, Mr. Henry<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.017\", \"None=Ali, Mr. Ahmed<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Green, Mr. George Henry<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.009\", \"None=Nenkoff, Mr. Christo<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Asplund, Miss. Lillian Gertrud<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Harknett, Miss. Alice Phoebe<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.018\", \"None=Hunt, Mr. George Henry<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.011\", \"None=Reed, Mr. James George<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Stead, Mr. William Thomas<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Thorne, Mrs. Gertrude Maybelle<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.014\", \"None=Parrish, Mrs. (Lutie Davis)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.012\", \"None=Smith, Mr. Thomas<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Asplund, Master. Edvin Rojj Felix<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.014\", \"None=Healy, Miss. Hanora \\\"Nora\\\"<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.014\", \"None=Andrews, Miss. Kornelia Theodosia<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.014\", \"None=Abbott, Mrs. Stanton (Rosa Hunt)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Smith, Mr. Richard William<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.014\", \"None=Connolly, Miss. Kate<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.013\", \"None=Bishop, Mrs. Dickinson H (Helen Walton)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Levy, Mr. Rene Jacques<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Lewy, Mr. Ervin G<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Williams, Mr. Howard Hugh \\\"Harry\\\"<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.010\", \"None=Sage, Mr. George John Jr<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.014\", \"None=Nysveen, Mr. Johan Hansen<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.012\", \"None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.016\", \"None=Denkoff, Mr. Mitto<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.019\", \"None=Burns, Miss. Elizabeth Margaret<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Dimic, Mr. Jovan<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.011\", \"None=del Carlo, Mr. Sebastiano<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=-0.011\", \"None=Beavan, Mr. William Thomas<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.016\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.010\", \"None=Widener, Mr. Harry Elkins<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Gustafsson, Mr. Karl Gideon<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.012\", \"None=Plotcharsky, Mr. Vasil<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.012\", \"None=Goodwin, Master. Sidney Leonard<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.013\", \"None=Sadlier, Mr. Matthew<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Gustafsson, Mr. Johan Birger<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.015\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.013\", \"None=Niskanen, Mr. Juha<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.011\", \"None=Minahan, Miss. Daisy E<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Matthews, Mr. William John<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Charters, Mr. David<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Phillips, Miss. 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Velin<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.015\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.013\", \"None=Morrow, Mr. Thomas Rowan<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Harris, Mr. George<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Patchett, Mr. George<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Ross, Mr. John Hugo<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.017\", \"None=Murdlin, Mr. Joseph<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.014\", \"None=Bourke, Miss. Mary<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.016\", \"None=Boulos, Mr. Hanna<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.012\", \"None=Duff Gordon, Sir. 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   "source": [
    "explainer.plot_interaction(\"PassengerClass\", \"Sex\")"
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  {
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          "None=Palsson, Master. Gosta Leonard<br>Fare=21.075<br>Age=2.0<br>SHAP=0.003",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Fare=11.1333<br>Age=27.0<br>SHAP=-0.001",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Fare=30.0708<br>Age=14.0<br>SHAP=0.001",
          "None=Saundercock, Mr. William Henry<br>Fare=8.05<br>Age=20.0<br>SHAP=0.000",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Fare=7.8542<br>Age=14.0<br>SHAP=0.001",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Fare=31.3875<br>Age=38.0<br>SHAP=0.002",
          "None=Glynn, Miss. Mary Agatha<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.000",
          "None=Meyer, Mr. Edgar Joseph<br>Fare=82.1708<br>Age=28.0<br>SHAP=-0.004",
          "None=Kraeff, Mr. Theodor<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.002",
          "None=Devaney, Miss. Margaret Delia<br>Fare=7.8792<br>Age=19.0<br>SHAP=-0.000",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Fare=17.8<br>Age=18.0<br>SHAP=-0.002",
          "None=Rugg, Miss. Emily<br>Fare=10.5<br>Age=21.0<br>SHAP=-0.001",
          "None=Harris, Mr. Henry Birkhardt<br>Fare=83.475<br>Age=45.0<br>SHAP=0.001",
          "None=Skoog, Master. Harald<br>Fare=27.9<br>Age=4.0<br>SHAP=0.001",
          "None=Kink, Mr. Vincenz<br>Fare=8.6625<br>Age=26.0<br>SHAP=0.000",
          "None=Hood, Mr. Ambrose Jr<br>Fare=73.5<br>Age=21.0<br>SHAP=0.000",
          "None=Ilett, Miss. Bertha<br>Fare=10.5<br>Age=17.0<br>SHAP=-0.001",
          "None=Ford, Mr. William Neal<br>Fare=34.375<br>Age=16.0<br>SHAP=-0.000",
          "None=Christmann, Mr. Emil<br>Fare=8.05<br>Age=29.0<br>SHAP=0.000",
          "None=Andreasson, Mr. Paul Edvin<br>Fare=7.8542<br>Age=20.0<br>SHAP=0.000",
          "None=Chaffee, Mr. Herbert Fuller<br>Fare=61.175<br>Age=46.0<br>SHAP=0.003",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004",
          "None=White, Mr. Richard Frasar<br>Fare=77.2875<br>Age=21.0<br>SHAP=0.001",
          "None=Rekic, Mr. Tido<br>Fare=7.8958<br>Age=38.0<br>SHAP=-0.001",
          "None=Moran, Miss. Bertha<br>Fare=24.15<br>Age=-999.0<br>SHAP=0.000",
          "None=Barton, Mr. David John<br>Fare=8.05<br>Age=22.0<br>SHAP=-0.001",
          "None=Jussila, Miss. Katriina<br>Fare=9.825<br>Age=20.0<br>SHAP=-0.002",
          "None=Pekoniemi, Mr. Edvard<br>Fare=7.925<br>Age=21.0<br>SHAP=-0.001",
          "None=Turpin, Mr. William John Robert<br>Fare=21.0<br>Age=29.0<br>SHAP=-0.003",
          "None=Moore, Mr. Leonard Charles<br>Fare=8.05<br>Age=-999.0<br>SHAP=-0.004",
          "None=Osen, Mr. Olaf Elon<br>Fare=9.2167<br>Age=16.0<br>SHAP=-0.000",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Fare=34.375<br>Age=9.0<br>SHAP=-0.001",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Fare=26.0<br>Age=36.5<br>SHAP=-0.000",
          "None=Bateman, Rev. Robert James<br>Fare=12.525<br>Age=51.0<br>SHAP=-0.001",
          "None=Meo, Mr. Alfonzo<br>Fare=8.05<br>Age=55.5<br>SHAP=0.002",
          "None=Cribb, Mr. John Hatfield<br>Fare=16.1<br>Age=44.0<br>SHAP=-0.003",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Fare=55.0<br>Age=-999.0<br>SHAP=0.001",
          "None=Van der hoef, Mr. Wyckoff<br>Fare=33.5<br>Age=61.0<br>SHAP=-0.005",
          "None=Sivola, Mr. Antti Wilhelm<br>Fare=7.925<br>Age=21.0<br>SHAP=-0.001",
          "None=Klasen, Mr. Klas Albin<br>Fare=7.8542<br>Age=18.0<br>SHAP=-0.004",
          "None=Rood, Mr. Hugh Roscoe<br>Fare=50.0<br>Age=-999.0<br>SHAP=0.004",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Fare=7.8542<br>Age=19.0<br>SHAP=-0.001",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Fare=27.7208<br>Age=44.0<br>SHAP=-0.003",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Fare=9.5<br>Age=28.0<br>SHAP=0.000",
          "None=Backstrom, Mr. Karl Alfred<br>Fare=15.85<br>Age=32.0<br>SHAP=-0.003",
          "None=Blank, Mr. Henry<br>Fare=31.0<br>Age=40.0<br>SHAP=0.000",
          "None=Ali, Mr. Ahmed<br>Fare=7.05<br>Age=24.0<br>SHAP=-0.001",
          "None=Green, Mr. George Henry<br>Fare=8.05<br>Age=51.0<br>SHAP=0.002",
          "None=Nenkoff, Mr. Christo<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004",
          "None=Asplund, Miss. Lillian Gertrud<br>Fare=31.3875<br>Age=5.0<br>SHAP=-0.000",
          "None=Harknett, Miss. Alice Phoebe<br>Fare=7.55<br>Age=-999.0<br>SHAP=-0.001",
          "None=Hunt, Mr. George Henry<br>Fare=12.275<br>Age=33.0<br>SHAP=-0.002",
          "None=Reed, Mr. James George<br>Fare=7.25<br>Age=-999.0<br>SHAP=-0.004",
          "None=Stead, Mr. William Thomas<br>Fare=26.55<br>Age=62.0<br>SHAP=-0.002",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Fare=79.2<br>Age=-999.0<br>SHAP=-0.002",
          "None=Parrish, Mrs. (Lutie Davis)<br>Fare=26.0<br>Age=50.0<br>SHAP=0.001",
          "None=Smith, Mr. Thomas<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.002",
          "None=Asplund, Master. Edvin Rojj Felix<br>Fare=31.3875<br>Age=3.0<br>SHAP=-0.001",
          "None=Healy, Miss. Hanora \"Nora\"<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.000",
          "None=Andrews, Miss. Kornelia Theodosia<br>Fare=77.9583<br>Age=63.0<br>SHAP=-0.001",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Fare=20.25<br>Age=35.0<br>SHAP=0.001",
          "None=Smith, Mr. Richard William<br>Fare=26.0<br>Age=-999.0<br>SHAP=0.003",
          "None=Connolly, Miss. Kate<br>Fare=7.75<br>Age=22.0<br>SHAP=-0.001",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Fare=91.0792<br>Age=19.0<br>SHAP=-0.000",
          "None=Levy, Mr. Rene Jacques<br>Fare=12.875<br>Age=36.0<br>SHAP=-0.003",
          "None=Lewy, Mr. Ervin G<br>Fare=27.7208<br>Age=-999.0<br>SHAP=0.004",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Fare=8.05<br>Age=-999.0<br>SHAP=-0.004",
          "None=Sage, Mr. George John Jr<br>Fare=69.55<br>Age=-999.0<br>SHAP=0.000",
          "None=Nysveen, Mr. Johan Hansen<br>Fare=6.2375<br>Age=61.0<br>SHAP=0.004",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Fare=133.65<br>Age=-999.0<br>SHAP=0.002",
          "None=Denkoff, Mr. Mitto<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004",
          "None=Burns, Miss. Elizabeth Margaret<br>Fare=134.5<br>Age=41.0<br>SHAP=0.007",
          "None=Dimic, Mr. Jovan<br>Fare=8.6625<br>Age=42.0<br>SHAP=0.000",
          "None=del Carlo, Mr. Sebastiano<br>Fare=27.7208<br>Age=29.0<br>SHAP=-0.001",
          "None=Beavan, Mr. William Thomas<br>Fare=8.05<br>Age=19.0<br>SHAP=0.000",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Fare=82.1708<br>Age=-999.0<br>SHAP=-0.002",
          "None=Widener, Mr. Harry Elkins<br>Fare=211.5<br>Age=27.0<br>SHAP=0.002",
          "None=Gustafsson, Mr. Karl Gideon<br>Fare=7.775<br>Age=19.0<br>SHAP=0.000",
          "None=Plotcharsky, Mr. Vasil<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004",
          "None=Goodwin, Master. Sidney Leonard<br>Fare=46.9<br>Age=1.0<br>SHAP=-0.001",
          "None=Sadlier, Mr. Matthew<br>Fare=7.7292<br>Age=-999.0<br>SHAP=-0.002",
          "None=Gustafsson, Mr. Johan Birger<br>Fare=7.925<br>Age=28.0<br>SHAP=-0.000",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Fare=16.7<br>Age=24.0<br>SHAP=-0.003",
          "None=Niskanen, Mr. Juha<br>Fare=7.925<br>Age=39.0<br>SHAP=0.006",
          "None=Minahan, Miss. Daisy E<br>Fare=90.0<br>Age=33.0<br>SHAP=0.001",
          "None=Matthews, Mr. William John<br>Fare=13.0<br>Age=30.0<br>SHAP=-0.002",
          "None=Charters, Mr. David<br>Fare=7.7333<br>Age=21.0<br>SHAP=-0.000",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Fare=26.0<br>Age=19.0<br>SHAP=-0.000",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Fare=26.25<br>Age=45.0<br>SHAP=-0.000",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Fare=8.1125<br>Age=-999.0<br>SHAP=-0.004",
          "None=Peuchen, Major. Arthur Godfrey<br>Fare=30.5<br>Age=52.0<br>SHAP=0.001",
          "None=Anderson, Mr. Harry<br>Fare=26.55<br>Age=48.0<br>SHAP=0.001",
          "None=Milling, Mr. Jacob Christian<br>Fare=13.0<br>Age=48.0<br>SHAP=-0.002",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Fare=27.75<br>Age=33.0<br>SHAP=0.001",
          "None=Karlsson, Mr. Nils August<br>Fare=7.5208<br>Age=22.0<br>SHAP=-0.000",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Fare=0.0<br>Age=-999.0<br>SHAP=-0.005",
          "None=Bishop, Mr. Dickinson H<br>Fare=91.0792<br>Age=25.0<br>SHAP=-0.000",
          "None=Windelov, Mr. Einar<br>Fare=7.25<br>Age=21.0<br>SHAP=-0.000",
          "None=Shellard, Mr. Frederick William<br>Fare=15.1<br>Age=-999.0<br>SHAP=0.003",
          "None=Svensson, Mr. Olof<br>Fare=7.7958<br>Age=24.0<br>SHAP=-0.001",
          "None=O'Sullivan, Miss. Bridget Mary<br>Fare=7.6292<br>Age=-999.0<br>SHAP=-0.000",
          "None=Laitinen, Miss. Kristina Sofia<br>Fare=9.5875<br>Age=37.0<br>SHAP=0.000",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Fare=108.9<br>Age=18.0<br>SHAP=0.007",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Fare=26.55<br>Age=-999.0<br>SHAP=0.004",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Fare=26.0<br>Age=36.0<br>SHAP=0.002",
          "None=Kassem, Mr. Fared<br>Fare=7.2292<br>Age=-999.0<br>SHAP=-0.002",
          "None=Cacic, Miss. Marija<br>Fare=8.6625<br>Age=30.0<br>SHAP=-0.001",
          "None=Hart, Miss. Eva Miriam<br>Fare=26.25<br>Age=7.0<br>SHAP=0.002",
          "None=Butt, Major. Archibald Willingham<br>Fare=26.55<br>Age=45.0<br>SHAP=-0.000",
          "None=Beane, Mr. Edward<br>Fare=26.0<br>Age=32.0<br>SHAP=0.000",
          "None=Goldsmith, Mr. Frank John<br>Fare=20.525<br>Age=33.0<br>SHAP=-0.001",
          "None=Ohman, Miss. Velin<br>Fare=7.775<br>Age=22.0<br>SHAP=-0.001",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Fare=79.65<br>Age=39.0<br>SHAP=0.004",
          "None=Morrow, Mr. Thomas Rowan<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.002",
          "None=Harris, Mr. George<br>Fare=10.5<br>Age=62.0<br>SHAP=0.003",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Fare=51.4792<br>Age=53.0<br>SHAP=0.004",
          "None=Patchett, Mr. George<br>Fare=14.5<br>Age=19.0<br>SHAP=-0.002",
          "None=Ross, Mr. John Hugo<br>Fare=40.125<br>Age=36.0<br>SHAP=0.003",
          "None=Murdlin, Mr. Joseph<br>Fare=8.05<br>Age=-999.0<br>SHAP=-0.004",
          "None=Bourke, Miss. Mary<br>Fare=7.75<br>Age=-999.0<br>SHAP=0.001",
          "None=Boulos, Mr. Hanna<br>Fare=7.225<br>Age=-999.0<br>SHAP=-0.002",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Fare=56.9292<br>Age=49.0<br>SHAP=0.005",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Fare=26.55<br>Age=35.0<br>SHAP=0.003",
          "None=Lindell, Mr. Edvard Bengtsson<br>Fare=15.55<br>Age=36.0<br>SHAP=-0.002",
          "None=Daniel, Mr. Robert Williams<br>Fare=30.5<br>Age=27.0<br>SHAP=-0.000",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Fare=41.5792<br>Age=22.0<br>SHAP=0.000",
          "None=Shutes, Miss. Elizabeth W<br>Fare=153.4625<br>Age=40.0<br>SHAP=0.001",
          "None=Jardin, Mr. Jose Neto<br>Fare=7.05<br>Age=-999.0<br>SHAP=-0.004",
          "None=Horgan, Mr. John<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.002",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Fare=16.1<br>Age=26.0<br>SHAP=-0.002",
          "None=Yasbeck, Mr. Antoni<br>Fare=14.4542<br>Age=27.0<br>SHAP=-0.002",
          "None=Bostandyeff, Mr. Guentcho<br>Fare=7.8958<br>Age=26.0<br>SHAP=0.000",
          "None=Lundahl, Mr. Johan Svensson<br>Fare=7.0542<br>Age=51.0<br>SHAP=-0.001",
          "None=Stahelin-Maeglin, Dr. Max<br>Fare=30.5<br>Age=32.0<br>SHAP=0.001",
          "None=Willey, Mr. Edward<br>Fare=7.55<br>Age=-999.0<br>SHAP=-0.004",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Fare=7.55<br>Age=23.0<br>SHAP=-0.001",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Fare=6.75<br>Age=18.0<br>SHAP=-0.000",
          "None=Eitemiller, Mr. George Floyd<br>Fare=13.0<br>Age=23.0<br>SHAP=-0.002",
          "None=Colley, Mr. Edward Pomeroy<br>Fare=25.5875<br>Age=47.0<br>SHAP=-0.003",
          "None=Coleff, Mr. Peju<br>Fare=7.4958<br>Age=36.0<br>SHAP=-0.002",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Fare=39.0<br>Age=40.0<br>SHAP=0.002",
          "None=Davidson, Mr. Thornton<br>Fare=52.0<br>Age=31.0<br>SHAP=-0.001",
          "None=Turja, Miss. Anna Sofia<br>Fare=9.8417<br>Age=18.0<br>SHAP=-0.002",
          "None=Hassab, Mr. Hammad<br>Fare=76.7292<br>Age=27.0<br>SHAP=-0.005",
          "None=Goodwin, Mr. Charles Edward<br>Fare=46.9<br>Age=14.0<br>SHAP=0.001",
          "None=Panula, Mr. Jaako Arnold<br>Fare=39.6875<br>Age=14.0<br>SHAP=-0.000",
          "None=Fischer, Mr. Eberhard Thelander<br>Fare=7.7958<br>Age=18.0<br>SHAP=0.000",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Fare=7.65<br>Age=42.0<br>SHAP=0.002",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Fare=227.525<br>Age=18.0<br>SHAP=0.002",
          "None=Hansen, Mr. Henrik Juul<br>Fare=7.8542<br>Age=26.0<br>SHAP=0.000",
          "None=Calderhead, Mr. Edward Pennington<br>Fare=26.2875<br>Age=42.0<br>SHAP=-0.002",
          "None=Klaber, Mr. Herman<br>Fare=26.55<br>Age=-999.0<br>SHAP=0.005",
          "None=Taylor, Mr. Elmer Zebley<br>Fare=52.0<br>Age=48.0<br>SHAP=-0.001",
          "None=Larsson, Mr. August Viktor<br>Fare=9.4833<br>Age=29.0<br>SHAP=-0.000",
          "None=Greenberg, Mr. Samuel<br>Fare=13.0<br>Age=52.0<br>SHAP=-0.002",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Fare=10.5<br>Age=27.0<br>SHAP=-0.001",
          "None=McEvoy, Mr. Michael<br>Fare=15.5<br>Age=-999.0<br>SHAP=0.002",
          "None=Johnson, Mr. Malkolm Joackim<br>Fare=7.775<br>Age=33.0<br>SHAP=-0.001",
          "None=Gillespie, Mr. William Henry<br>Fare=13.0<br>Age=34.0<br>SHAP=-0.002",
          "None=Allen, Miss. Elisabeth Walton<br>Fare=211.3375<br>Age=29.0<br>SHAP=-0.000",
          "None=Berriman, Mr. William John<br>Fare=13.0<br>Age=23.0<br>SHAP=-0.002",
          "None=Troupiansky, Mr. Moses Aaron<br>Fare=13.0<br>Age=23.0<br>SHAP=-0.002",
          "None=Williams, Mr. Leslie<br>Fare=16.1<br>Age=28.5<br>SHAP=-0.003",
          "None=Ivanoff, Mr. Kanio<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004",
          "None=McNamee, Mr. Neal<br>Fare=16.1<br>Age=24.0<br>SHAP=-0.004",
          "None=Connaghton, Mr. Michael<br>Fare=7.75<br>Age=31.0<br>SHAP=-0.001",
          "None=Carlsson, Mr. August Sigfrid<br>Fare=7.7958<br>Age=28.0<br>SHAP=0.000",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Fare=86.5<br>Age=33.0<br>SHAP=0.001",
          "None=Eklund, Mr. Hans Linus<br>Fare=7.775<br>Age=16.0<br>SHAP=-0.000",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Fare=77.9583<br>Age=51.0<br>SHAP=0.004",
          "None=Moran, Mr. Daniel J<br>Fare=24.15<br>Age=-999.0<br>SHAP=-0.000",
          "None=Lievens, Mr. Rene Aime<br>Fare=9.5<br>Age=24.0<br>SHAP=-0.001",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Fare=211.3375<br>Age=43.0<br>SHAP=0.005",
          "None=Ayoub, Miss. Banoura<br>Fare=7.2292<br>Age=13.0<br>SHAP=0.001",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Fare=57.0<br>Age=17.0<br>SHAP=0.002",
          "None=Johnston, Mr. Andrew G<br>Fare=23.45<br>Age=-999.0<br>SHAP=0.004",
          "None=Ali, Mr. William<br>Fare=7.05<br>Age=25.0<br>SHAP=0.000",
          "None=Sjoblom, Miss. Anna Sofia<br>Fare=7.4958<br>Age=18.0<br>SHAP=-0.001",
          "None=Guggenheim, Mr. Benjamin<br>Fare=79.2<br>Age=46.0<br>SHAP=0.010",
          "None=Leader, Dr. Alice (Farnham)<br>Fare=25.9292<br>Age=49.0<br>SHAP=0.000",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Fare=26.25<br>Age=31.0<br>SHAP=0.001",
          "None=Carter, Master. William Thornton II<br>Fare=120.0<br>Age=11.0<br>SHAP=0.006",
          "None=Thomas, Master. Assad Alexander<br>Fare=8.5167<br>Age=0.42<br>SHAP=-0.001",
          "None=Johansson, Mr. Karl Johan<br>Fare=7.775<br>Age=31.0<br>SHAP=0.000",
          "None=Slemen, Mr. Richard James<br>Fare=10.5<br>Age=35.0<br>SHAP=-0.002",
          "None=Tomlin, Mr. Ernest Portage<br>Fare=8.05<br>Age=30.5<br>SHAP=0.000",
          "None=McCormack, Mr. Thomas Joseph<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.002",
          "None=Richards, Master. George Sibley<br>Fare=18.75<br>Age=0.83<br>SHAP=0.004",
          "None=Mudd, Mr. Thomas Charles<br>Fare=10.5<br>Age=16.0<br>SHAP=-0.002",
          "None=Lemberopolous, Mr. Peter L<br>Fare=6.4375<br>Age=34.5<br>SHAP=-0.002",
          "None=Sage, Mr. Douglas Bullen<br>Fare=69.55<br>Age=-999.0<br>SHAP=0.000",
          "None=Boulos, Miss. Nourelain<br>Fare=15.2458<br>Age=9.0<br>SHAP=0.003",
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        "title": {
         "text": "Interaction plot for Fare and Age"
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        "xaxis": {
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        },
        "yaxis": {
         "title": {
          "text": "SHAP value"
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Emily<br>Fare=10.5<br>Age=21.0<br>SHAP=-0.001\", \"None=Harris, Mr. Henry Birkhardt<br>Fare=83.475<br>Age=45.0<br>SHAP=0.001\", \"None=Skoog, Master. Harald<br>Fare=27.9<br>Age=4.0<br>SHAP=0.001\", \"None=Kink, Mr. Vincenz<br>Fare=8.6625<br>Age=26.0<br>SHAP=0.000\", \"None=Hood, Mr. Ambrose Jr<br>Fare=73.5<br>Age=21.0<br>SHAP=0.000\", \"None=Ilett, Miss. Bertha<br>Fare=10.5<br>Age=17.0<br>SHAP=-0.001\", \"None=Ford, Mr. William Neal<br>Fare=34.375<br>Age=16.0<br>SHAP=-0.000\", \"None=Christmann, Mr. Emil<br>Fare=8.05<br>Age=29.0<br>SHAP=0.000\", \"None=Andreasson, Mr. Paul Edvin<br>Fare=7.8542<br>Age=20.0<br>SHAP=0.000\", \"None=Chaffee, Mr. Herbert Fuller<br>Fare=61.175<br>Age=46.0<br>SHAP=0.003\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004\", \"None=White, Mr. Richard Frasar<br>Fare=77.2875<br>Age=21.0<br>SHAP=0.001\", \"None=Rekic, Mr. Tido<br>Fare=7.8958<br>Age=38.0<br>SHAP=-0.001\", \"None=Moran, Miss. Bertha<br>Fare=24.15<br>Age=-999.0<br>SHAP=0.000\", \"None=Barton, Mr. David John<br>Fare=8.05<br>Age=22.0<br>SHAP=-0.001\", \"None=Jussila, Miss. Katriina<br>Fare=9.825<br>Age=20.0<br>SHAP=-0.002\", \"None=Pekoniemi, Mr. Edvard<br>Fare=7.925<br>Age=21.0<br>SHAP=-0.001\", \"None=Turpin, Mr. William John Robert<br>Fare=21.0<br>Age=29.0<br>SHAP=-0.003\", \"None=Moore, Mr. Leonard Charles<br>Fare=8.05<br>Age=-999.0<br>SHAP=-0.004\", \"None=Osen, Mr. Olaf Elon<br>Fare=9.2167<br>Age=16.0<br>SHAP=-0.000\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Fare=34.375<br>Age=9.0<br>SHAP=-0.001\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Fare=26.0<br>Age=36.5<br>SHAP=-0.000\", \"None=Bateman, Rev. Robert James<br>Fare=12.525<br>Age=51.0<br>SHAP=-0.001\", \"None=Meo, Mr. Alfonzo<br>Fare=8.05<br>Age=55.5<br>SHAP=0.002\", \"None=Cribb, Mr. John Hatfield<br>Fare=16.1<br>Age=44.0<br>SHAP=-0.003\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Fare=55.0<br>Age=-999.0<br>SHAP=0.001\", \"None=Van der hoef, Mr. Wyckoff<br>Fare=33.5<br>Age=61.0<br>SHAP=-0.005\", \"None=Sivola, Mr. Antti Wilhelm<br>Fare=7.925<br>Age=21.0<br>SHAP=-0.001\", \"None=Klasen, Mr. Klas Albin<br>Fare=7.8542<br>Age=18.0<br>SHAP=-0.004\", \"None=Rood, Mr. Hugh Roscoe<br>Fare=50.0<br>Age=-999.0<br>SHAP=0.004\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Fare=7.8542<br>Age=19.0<br>SHAP=-0.001\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Fare=27.7208<br>Age=44.0<br>SHAP=-0.003\", \"None=Vande Walle, Mr. Nestor Cyriel<br>Fare=9.5<br>Age=28.0<br>SHAP=0.000\", \"None=Backstrom, Mr. Karl Alfred<br>Fare=15.85<br>Age=32.0<br>SHAP=-0.003\", \"None=Blank, Mr. Henry<br>Fare=31.0<br>Age=40.0<br>SHAP=0.000\", \"None=Ali, Mr. Ahmed<br>Fare=7.05<br>Age=24.0<br>SHAP=-0.001\", \"None=Green, Mr. George Henry<br>Fare=8.05<br>Age=51.0<br>SHAP=0.002\", \"None=Nenkoff, Mr. Christo<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004\", \"None=Asplund, Miss. Lillian Gertrud<br>Fare=31.3875<br>Age=5.0<br>SHAP=-0.000\", \"None=Harknett, Miss. Alice Phoebe<br>Fare=7.55<br>Age=-999.0<br>SHAP=-0.001\", \"None=Hunt, Mr. George Henry<br>Fare=12.275<br>Age=33.0<br>SHAP=-0.002\", \"None=Reed, Mr. James George<br>Fare=7.25<br>Age=-999.0<br>SHAP=-0.004\", \"None=Stead, Mr. William Thomas<br>Fare=26.55<br>Age=62.0<br>SHAP=-0.002\", \"None=Thorne, Mrs. Gertrude Maybelle<br>Fare=79.2<br>Age=-999.0<br>SHAP=-0.002\", \"None=Parrish, Mrs. (Lutie Davis)<br>Fare=26.0<br>Age=50.0<br>SHAP=0.001\", \"None=Smith, Mr. Thomas<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.002\", \"None=Asplund, Master. Edvin Rojj Felix<br>Fare=31.3875<br>Age=3.0<br>SHAP=-0.001\", \"None=Healy, Miss. Hanora \\\"Nora\\\"<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.000\", \"None=Andrews, Miss. Kornelia Theodosia<br>Fare=77.9583<br>Age=63.0<br>SHAP=-0.001\", \"None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Fare=20.25<br>Age=35.0<br>SHAP=0.001\", \"None=Smith, Mr. Richard William<br>Fare=26.0<br>Age=-999.0<br>SHAP=0.003\", \"None=Connolly, Miss. Kate<br>Fare=7.75<br>Age=22.0<br>SHAP=-0.001\", \"None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Fare=91.0792<br>Age=19.0<br>SHAP=-0.000\", \"None=Levy, Mr. Rene Jacques<br>Fare=12.875<br>Age=36.0<br>SHAP=-0.003\", \"None=Lewy, Mr. Ervin G<br>Fare=27.7208<br>Age=-999.0<br>SHAP=0.004\", \"None=Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Fare=8.05<br>Age=-999.0<br>SHAP=-0.004\", \"None=Sage, Mr. George John Jr<br>Fare=69.55<br>Age=-999.0<br>SHAP=0.000\", \"None=Nysveen, Mr. Johan Hansen<br>Fare=6.2375<br>Age=61.0<br>SHAP=0.004\", \"None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Fare=133.65<br>Age=-999.0<br>SHAP=0.002\", \"None=Denkoff, Mr. Mitto<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004\", \"None=Burns, Miss. Elizabeth Margaret<br>Fare=134.5<br>Age=41.0<br>SHAP=0.007\", \"None=Dimic, Mr. Jovan<br>Fare=8.6625<br>Age=42.0<br>SHAP=0.000\", \"None=del Carlo, Mr. Sebastiano<br>Fare=27.7208<br>Age=29.0<br>SHAP=-0.001\", \"None=Beavan, Mr. William Thomas<br>Fare=8.05<br>Age=19.0<br>SHAP=0.000\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Fare=82.1708<br>Age=-999.0<br>SHAP=-0.002\", \"None=Widener, Mr. Harry Elkins<br>Fare=211.5<br>Age=27.0<br>SHAP=0.002\", \"None=Gustafsson, Mr. Karl Gideon<br>Fare=7.775<br>Age=19.0<br>SHAP=0.000\", \"None=Plotcharsky, Mr. Vasil<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004\", \"None=Goodwin, Master. Sidney Leonard<br>Fare=46.9<br>Age=1.0<br>SHAP=-0.001\", \"None=Sadlier, Mr. Matthew<br>Fare=7.7292<br>Age=-999.0<br>SHAP=-0.002\", \"None=Gustafsson, Mr. Johan Birger<br>Fare=7.925<br>Age=28.0<br>SHAP=-0.000\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Fare=16.7<br>Age=24.0<br>SHAP=-0.003\", \"None=Niskanen, Mr. Juha<br>Fare=7.925<br>Age=39.0<br>SHAP=0.006\", \"None=Minahan, Miss. Daisy E<br>Fare=90.0<br>Age=33.0<br>SHAP=0.001\", \"None=Matthews, Mr. William John<br>Fare=13.0<br>Age=30.0<br>SHAP=-0.002\", \"None=Charters, Mr. David<br>Fare=7.7333<br>Age=21.0<br>SHAP=-0.000\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Fare=26.0<br>Age=19.0<br>SHAP=-0.000\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Fare=26.25<br>Age=45.0<br>SHAP=-0.000\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>Fare=8.1125<br>Age=-999.0<br>SHAP=-0.004\", \"None=Peuchen, Major. Arthur Godfrey<br>Fare=30.5<br>Age=52.0<br>SHAP=0.001\", \"None=Anderson, Mr. Harry<br>Fare=26.55<br>Age=48.0<br>SHAP=0.001\", \"None=Milling, Mr. Jacob Christian<br>Fare=13.0<br>Age=48.0<br>SHAP=-0.002\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Fare=27.75<br>Age=33.0<br>SHAP=0.001\", \"None=Karlsson, Mr. Nils August<br>Fare=7.5208<br>Age=22.0<br>SHAP=-0.000\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Fare=0.0<br>Age=-999.0<br>SHAP=-0.005\", \"None=Bishop, Mr. Dickinson H<br>Fare=91.0792<br>Age=25.0<br>SHAP=-0.000\", \"None=Windelov, Mr. Einar<br>Fare=7.25<br>Age=21.0<br>SHAP=-0.000\", \"None=Shellard, Mr. Frederick William<br>Fare=15.1<br>Age=-999.0<br>SHAP=0.003\", \"None=Svensson, Mr. Olof<br>Fare=7.7958<br>Age=24.0<br>SHAP=-0.001\", \"None=O'Sullivan, Miss. Bridget Mary<br>Fare=7.6292<br>Age=-999.0<br>SHAP=-0.000\", \"None=Laitinen, Miss. Kristina Sofia<br>Fare=9.5875<br>Age=37.0<br>SHAP=0.000\", \"None=Penasco y Castellana, Mr. Victor de Satode<br>Fare=108.9<br>Age=18.0<br>SHAP=0.007\", \"None=Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Fare=26.55<br>Age=-999.0<br>SHAP=0.004\", \"None=Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Fare=26.0<br>Age=36.0<br>SHAP=0.002\", \"None=Kassem, Mr. Fared<br>Fare=7.2292<br>Age=-999.0<br>SHAP=-0.002\", \"None=Cacic, Miss. Marija<br>Fare=8.6625<br>Age=30.0<br>SHAP=-0.001\", \"None=Hart, Miss. Eva Miriam<br>Fare=26.25<br>Age=7.0<br>SHAP=0.002\", \"None=Butt, Major. Archibald Willingham<br>Fare=26.55<br>Age=45.0<br>SHAP=-0.000\", \"None=Beane, Mr. Edward<br>Fare=26.0<br>Age=32.0<br>SHAP=0.000\", \"None=Goldsmith, Mr. Frank John<br>Fare=20.525<br>Age=33.0<br>SHAP=-0.001\", \"None=Ohman, Miss. Velin<br>Fare=7.775<br>Age=22.0<br>SHAP=-0.001\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Fare=79.65<br>Age=39.0<br>SHAP=0.004\", \"None=Morrow, Mr. Thomas Rowan<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.002\", \"None=Harris, Mr. George<br>Fare=10.5<br>Age=62.0<br>SHAP=0.003\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Fare=51.4792<br>Age=53.0<br>SHAP=0.004\", \"None=Patchett, Mr. George<br>Fare=14.5<br>Age=19.0<br>SHAP=-0.002\", \"None=Ross, Mr. John Hugo<br>Fare=40.125<br>Age=36.0<br>SHAP=0.003\", \"None=Murdlin, Mr. Joseph<br>Fare=8.05<br>Age=-999.0<br>SHAP=-0.004\", \"None=Bourke, Miss. Mary<br>Fare=7.75<br>Age=-999.0<br>SHAP=0.001\", \"None=Boulos, Mr. Hanna<br>Fare=7.225<br>Age=-999.0<br>SHAP=-0.002\", \"None=Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Fare=56.9292<br>Age=49.0<br>SHAP=0.005\", \"None=Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Fare=26.55<br>Age=35.0<br>SHAP=0.003\", \"None=Lindell, Mr. Edvard Bengtsson<br>Fare=15.55<br>Age=36.0<br>SHAP=-0.002\", \"None=Daniel, Mr. Robert Williams<br>Fare=30.5<br>Age=27.0<br>SHAP=-0.000\", \"None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Fare=41.5792<br>Age=22.0<br>SHAP=0.000\", \"None=Shutes, Miss. Elizabeth W<br>Fare=153.4625<br>Age=40.0<br>SHAP=0.001\", \"None=Jardin, Mr. Jose Neto<br>Fare=7.05<br>Age=-999.0<br>SHAP=-0.004\", \"None=Horgan, Mr. John<br>Fare=7.75<br>Age=-999.0<br>SHAP=-0.002\", \"None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Fare=16.1<br>Age=26.0<br>SHAP=-0.002\", \"None=Yasbeck, Mr. Antoni<br>Fare=14.4542<br>Age=27.0<br>SHAP=-0.002\", \"None=Bostandyeff, Mr. Guentcho<br>Fare=7.8958<br>Age=26.0<br>SHAP=0.000\", \"None=Lundahl, Mr. Johan Svensson<br>Fare=7.0542<br>Age=51.0<br>SHAP=-0.001\", \"None=Stahelin-Maeglin, Dr. Max<br>Fare=30.5<br>Age=32.0<br>SHAP=0.001\", \"None=Willey, Mr. Edward<br>Fare=7.55<br>Age=-999.0<br>SHAP=-0.004\", \"None=Stanley, Miss. Amy Zillah Elsie<br>Fare=7.55<br>Age=23.0<br>SHAP=-0.001\", \"None=Hegarty, Miss. 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Edwina Celia \\\"Winnie\\\"<br>Fare=10.5<br>Age=27.0<br>SHAP=-0.001\", \"None=McEvoy, Mr. Michael<br>Fare=15.5<br>Age=-999.0<br>SHAP=0.002\", \"None=Johnson, Mr. Malkolm Joackim<br>Fare=7.775<br>Age=33.0<br>SHAP=-0.001\", \"None=Gillespie, Mr. William Henry<br>Fare=13.0<br>Age=34.0<br>SHAP=-0.002\", \"None=Allen, Miss. Elisabeth Walton<br>Fare=211.3375<br>Age=29.0<br>SHAP=-0.000\", \"None=Berriman, Mr. William John<br>Fare=13.0<br>Age=23.0<br>SHAP=-0.002\", \"None=Troupiansky, Mr. Moses Aaron<br>Fare=13.0<br>Age=23.0<br>SHAP=-0.002\", \"None=Williams, Mr. Leslie<br>Fare=16.1<br>Age=28.5<br>SHAP=-0.003\", \"None=Ivanoff, Mr. Kanio<br>Fare=7.8958<br>Age=-999.0<br>SHAP=-0.004\", \"None=McNamee, Mr. Neal<br>Fare=16.1<br>Age=24.0<br>SHAP=-0.004\", \"None=Connaghton, Mr. Michael<br>Fare=7.75<br>Age=31.0<br>SHAP=-0.001\", \"None=Carlsson, Mr. August Sigfrid<br>Fare=7.7958<br>Age=28.0<br>SHAP=0.000\", \"None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Fare=86.5<br>Age=33.0<br>SHAP=0.001\", \"None=Eklund, Mr. Hans Linus<br>Fare=7.775<br>Age=16.0<br>SHAP=-0.000\", \"None=Hogeboom, Mrs. John C (Anna Andrews)<br>Fare=77.9583<br>Age=51.0<br>SHAP=0.004\", \"None=Moran, Mr. Daniel J<br>Fare=24.15<br>Age=-999.0<br>SHAP=-0.000\", \"None=Lievens, Mr. Rene Aime<br>Fare=9.5<br>Age=24.0<br>SHAP=-0.001\", \"None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Fare=211.3375<br>Age=43.0<br>SHAP=0.005\", \"None=Ayoub, Miss. 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   "source": [
    "explainer.plot_interaction(\"Fare\", \"Age\", highlight_index=name)"
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     "start_time": "2021-01-20T15:59:13.517489Z"
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          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>Fare=53.1<br>SHAP=0.001",
          "None=Palsson, Master. Gosta Leonard<br>Age=2.0<br>Fare=21.075<br>SHAP=0.003",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=27.0<br>Fare=11.1333<br>SHAP=-0.001",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>Fare=30.0708<br>SHAP=0.001",
          "None=Saundercock, Mr. William Henry<br>Age=20.0<br>Fare=8.05<br>SHAP=0.000",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=14.0<br>Fare=7.8542<br>SHAP=0.001",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=38.0<br>Fare=31.3875<br>SHAP=0.002",
          "None=Glynn, Miss. Mary Agatha<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.000",
          "None=Meyer, Mr. Edgar Joseph<br>Age=28.0<br>Fare=82.1708<br>SHAP=-0.004",
          "None=Kraeff, Mr. Theodor<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.002",
          "None=Devaney, Miss. Margaret Delia<br>Age=19.0<br>Fare=7.8792<br>SHAP=-0.000",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=18.0<br>Fare=17.8<br>SHAP=-0.002",
          "None=Rugg, Miss. Emily<br>Age=21.0<br>Fare=10.5<br>SHAP=-0.001",
          "None=Harris, Mr. Henry Birkhardt<br>Age=45.0<br>Fare=83.475<br>SHAP=0.001",
          "None=Skoog, Master. Harald<br>Age=4.0<br>Fare=27.9<br>SHAP=0.001",
          "None=Kink, Mr. Vincenz<br>Age=26.0<br>Fare=8.6625<br>SHAP=0.000",
          "None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>Fare=73.5<br>SHAP=0.000",
          "None=Ilett, Miss. Bertha<br>Age=17.0<br>Fare=10.5<br>SHAP=-0.001",
          "None=Ford, Mr. William Neal<br>Age=16.0<br>Fare=34.375<br>SHAP=-0.000",
          "None=Christmann, Mr. Emil<br>Age=29.0<br>Fare=8.05<br>SHAP=0.000",
          "None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>Fare=7.8542<br>SHAP=0.000",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>Fare=61.175<br>SHAP=0.003",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004",
          "None=White, Mr. Richard Frasar<br>Age=21.0<br>Fare=77.2875<br>SHAP=0.001",
          "None=Rekic, Mr. Tido<br>Age=38.0<br>Fare=7.8958<br>SHAP=-0.001",
          "None=Moran, Miss. Bertha<br>Age=-999.0<br>Fare=24.15<br>SHAP=0.000",
          "None=Barton, Mr. David John<br>Age=22.0<br>Fare=8.05<br>SHAP=-0.001",
          "None=Jussila, Miss. Katriina<br>Age=20.0<br>Fare=9.825<br>SHAP=-0.002",
          "None=Pekoniemi, Mr. Edvard<br>Age=21.0<br>Fare=7.925<br>SHAP=-0.001",
          "None=Turpin, Mr. William John Robert<br>Age=29.0<br>Fare=21.0<br>SHAP=-0.003",
          "None=Moore, Mr. Leonard Charles<br>Age=-999.0<br>Fare=8.05<br>SHAP=-0.004",
          "None=Osen, Mr. Olaf Elon<br>Age=16.0<br>Fare=9.2167<br>SHAP=-0.000",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=9.0<br>Fare=34.375<br>SHAP=-0.001",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=36.5<br>Fare=26.0<br>SHAP=-0.000",
          "None=Bateman, Rev. Robert James<br>Age=51.0<br>Fare=12.525<br>SHAP=-0.001",
          "None=Meo, Mr. Alfonzo<br>Age=55.5<br>Fare=8.05<br>SHAP=0.002",
          "None=Cribb, Mr. John Hatfield<br>Age=44.0<br>Fare=16.1<br>SHAP=-0.003",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=-999.0<br>Fare=55.0<br>SHAP=0.001",
          "None=Van der hoef, Mr. Wyckoff<br>Age=61.0<br>Fare=33.5<br>SHAP=-0.005",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=21.0<br>Fare=7.925<br>SHAP=-0.001",
          "None=Klasen, Mr. Klas Albin<br>Age=18.0<br>Fare=7.8542<br>SHAP=-0.004",
          "None=Rood, Mr. Hugh Roscoe<br>Age=-999.0<br>Fare=50.0<br>SHAP=0.004",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=19.0<br>Fare=7.8542<br>SHAP=-0.001",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>Fare=27.7208<br>SHAP=-0.003",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>Fare=9.5<br>SHAP=0.000",
          "None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>Fare=15.85<br>SHAP=-0.003",
          "None=Blank, Mr. Henry<br>Age=40.0<br>Fare=31.0<br>SHAP=0.000",
          "None=Ali, Mr. Ahmed<br>Age=24.0<br>Fare=7.05<br>SHAP=-0.001",
          "None=Green, Mr. George Henry<br>Age=51.0<br>Fare=8.05<br>SHAP=0.002",
          "None=Nenkoff, Mr. Christo<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>Fare=31.3875<br>SHAP=-0.000",
          "None=Harknett, Miss. Alice Phoebe<br>Age=-999.0<br>Fare=7.55<br>SHAP=-0.001",
          "None=Hunt, Mr. George Henry<br>Age=33.0<br>Fare=12.275<br>SHAP=-0.002",
          "None=Reed, Mr. James George<br>Age=-999.0<br>Fare=7.25<br>SHAP=-0.004",
          "None=Stead, Mr. William Thomas<br>Age=62.0<br>Fare=26.55<br>SHAP=-0.002",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=-999.0<br>Fare=79.2<br>SHAP=-0.002",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=50.0<br>Fare=26.0<br>SHAP=0.001",
          "None=Smith, Mr. Thomas<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.002",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=3.0<br>Fare=31.3875<br>SHAP=-0.001",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.000",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=63.0<br>Fare=77.9583<br>SHAP=-0.001",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=35.0<br>Fare=20.25<br>SHAP=0.001",
          "None=Smith, Mr. Richard William<br>Age=-999.0<br>Fare=26.0<br>SHAP=0.003",
          "None=Connolly, Miss. Kate<br>Age=22.0<br>Fare=7.75<br>SHAP=-0.001",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=19.0<br>Fare=91.0792<br>SHAP=-0.000",
          "None=Levy, Mr. Rene Jacques<br>Age=36.0<br>Fare=12.875<br>SHAP=-0.003",
          "None=Lewy, Mr. Ervin G<br>Age=-999.0<br>Fare=27.7208<br>SHAP=0.004",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=-999.0<br>Fare=8.05<br>SHAP=-0.004",
          "None=Sage, Mr. George John Jr<br>Age=-999.0<br>Fare=69.55<br>SHAP=0.000",
          "None=Nysveen, Mr. Johan Hansen<br>Age=61.0<br>Fare=6.2375<br>SHAP=0.004",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=-999.0<br>Fare=133.65<br>SHAP=0.002",
          "None=Denkoff, Mr. Mitto<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=41.0<br>Fare=134.5<br>SHAP=0.007",
          "None=Dimic, Mr. Jovan<br>Age=42.0<br>Fare=8.6625<br>SHAP=0.000",
          "None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>Fare=27.7208<br>SHAP=-0.001",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>Fare=8.05<br>SHAP=0.000",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=-999.0<br>Fare=82.1708<br>SHAP=-0.002",
          "None=Widener, Mr. Harry Elkins<br>Age=27.0<br>Fare=211.5<br>SHAP=0.002",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>Fare=7.775<br>SHAP=0.000",
          "None=Plotcharsky, Mr. Vasil<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004",
          "None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>Fare=46.9<br>SHAP=-0.001",
          "None=Sadlier, Mr. Matthew<br>Age=-999.0<br>Fare=7.7292<br>SHAP=-0.002",
          "None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>Fare=7.925<br>SHAP=-0.000",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>Fare=16.7<br>SHAP=-0.003",
          "None=Niskanen, Mr. Juha<br>Age=39.0<br>Fare=7.925<br>SHAP=0.006",
          "None=Minahan, Miss. Daisy E<br>Age=33.0<br>Fare=90.0<br>SHAP=0.001",
          "None=Matthews, Mr. William John<br>Age=30.0<br>Fare=13.0<br>SHAP=-0.002",
          "None=Charters, Mr. David<br>Age=21.0<br>Fare=7.7333<br>SHAP=-0.000",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=19.0<br>Fare=26.0<br>SHAP=-0.000",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>Fare=26.25<br>SHAP=-0.000",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=-999.0<br>Fare=8.1125<br>SHAP=-0.004",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>Fare=30.5<br>SHAP=0.001",
          "None=Anderson, Mr. Harry<br>Age=48.0<br>Fare=26.55<br>SHAP=0.001",
          "None=Milling, Mr. Jacob Christian<br>Age=48.0<br>Fare=13.0<br>SHAP=-0.002",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>Fare=27.75<br>SHAP=0.001",
          "None=Karlsson, Mr. Nils August<br>Age=22.0<br>Fare=7.5208<br>SHAP=-0.000",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=-999.0<br>Fare=0.0<br>SHAP=-0.005",
          "None=Bishop, Mr. Dickinson H<br>Age=25.0<br>Fare=91.0792<br>SHAP=-0.000",
          "None=Windelov, Mr. Einar<br>Age=21.0<br>Fare=7.25<br>SHAP=-0.000",
          "None=Shellard, Mr. Frederick William<br>Age=-999.0<br>Fare=15.1<br>SHAP=0.003",
          "None=Svensson, Mr. Olof<br>Age=24.0<br>Fare=7.7958<br>SHAP=-0.001",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=-999.0<br>Fare=7.6292<br>SHAP=-0.000",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>Fare=9.5875<br>SHAP=0.000",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>Fare=108.9<br>SHAP=0.007",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=-999.0<br>Fare=26.55<br>SHAP=0.004",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=36.0<br>Fare=26.0<br>SHAP=0.002",
          "None=Kassem, Mr. Fared<br>Age=-999.0<br>Fare=7.2292<br>SHAP=-0.002",
          "None=Cacic, Miss. Marija<br>Age=30.0<br>Fare=8.6625<br>SHAP=-0.001",
          "None=Hart, Miss. Eva Miriam<br>Age=7.0<br>Fare=26.25<br>SHAP=0.002",
          "None=Butt, Major. Archibald Willingham<br>Age=45.0<br>Fare=26.55<br>SHAP=-0.000",
          "None=Beane, Mr. Edward<br>Age=32.0<br>Fare=26.0<br>SHAP=0.000",
          "None=Goldsmith, Mr. Frank John<br>Age=33.0<br>Fare=20.525<br>SHAP=-0.001",
          "None=Ohman, Miss. Velin<br>Age=22.0<br>Fare=7.775<br>SHAP=-0.001",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>Fare=79.65<br>SHAP=0.004",
          "None=Morrow, Mr. Thomas Rowan<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.002",
          "None=Harris, Mr. George<br>Age=62.0<br>Fare=10.5<br>SHAP=0.003",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>Fare=51.4792<br>SHAP=0.004",
          "None=Patchett, Mr. George<br>Age=19.0<br>Fare=14.5<br>SHAP=-0.002",
          "None=Ross, Mr. John Hugo<br>Age=36.0<br>Fare=40.125<br>SHAP=0.003",
          "None=Murdlin, Mr. Joseph<br>Age=-999.0<br>Fare=8.05<br>SHAP=-0.004",
          "None=Bourke, Miss. Mary<br>Age=-999.0<br>Fare=7.75<br>SHAP=0.001",
          "None=Boulos, Mr. Hanna<br>Age=-999.0<br>Fare=7.225<br>SHAP=-0.002",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=49.0<br>Fare=56.9292<br>SHAP=0.005",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=35.0<br>Fare=26.55<br>SHAP=0.003",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>Fare=15.55<br>SHAP=-0.002",
          "None=Daniel, Mr. Robert Williams<br>Age=27.0<br>Fare=30.5<br>SHAP=-0.000",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>Fare=41.5792<br>SHAP=0.000",
          "None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>Fare=153.4625<br>SHAP=0.001",
          "None=Jardin, Mr. Jose Neto<br>Age=-999.0<br>Fare=7.05<br>SHAP=-0.004",
          "None=Horgan, Mr. John<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.002",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>Fare=16.1<br>SHAP=-0.002",
          "None=Yasbeck, Mr. Antoni<br>Age=27.0<br>Fare=14.4542<br>SHAP=-0.002",
          "None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>Fare=7.8958<br>SHAP=0.000",
          "None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>Fare=7.0542<br>SHAP=-0.001",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>Fare=30.5<br>SHAP=0.001",
          "None=Willey, Mr. Edward<br>Age=-999.0<br>Fare=7.55<br>SHAP=-0.004",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>Fare=7.55<br>SHAP=-0.001",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Age=18.0<br>Fare=6.75<br>SHAP=-0.000",
          "None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>Fare=13.0<br>SHAP=-0.002",
          "None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>Fare=25.5875<br>SHAP=-0.003",
          "None=Coleff, Mr. Peju<br>Age=36.0<br>Fare=7.4958<br>SHAP=-0.002",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>Fare=39.0<br>SHAP=0.002",
          "None=Davidson, Mr. Thornton<br>Age=31.0<br>Fare=52.0<br>SHAP=-0.001",
          "None=Turja, Miss. Anna Sofia<br>Age=18.0<br>Fare=9.8417<br>SHAP=-0.002",
          "None=Hassab, Mr. Hammad<br>Age=27.0<br>Fare=76.7292<br>SHAP=-0.005",
          "None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>Fare=46.9<br>SHAP=0.001",
          "None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>Fare=39.6875<br>SHAP=-0.000",
          "None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>Fare=7.7958<br>SHAP=0.000",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>Fare=7.65<br>SHAP=0.002",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>Fare=227.525<br>SHAP=0.002",
          "None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>Fare=7.8542<br>SHAP=0.000",
          "None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>Fare=26.2875<br>SHAP=-0.002",
          "None=Klaber, Mr. Herman<br>Age=-999.0<br>Fare=26.55<br>SHAP=0.005",
          "None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>Fare=52.0<br>SHAP=-0.001",
          "None=Larsson, Mr. August Viktor<br>Age=29.0<br>Fare=9.4833<br>SHAP=-0.000",
          "None=Greenberg, Mr. Samuel<br>Age=52.0<br>Fare=13.0<br>SHAP=-0.002",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Age=27.0<br>Fare=10.5<br>SHAP=-0.001",
          "None=McEvoy, Mr. Michael<br>Age=-999.0<br>Fare=15.5<br>SHAP=0.002",
          "None=Johnson, Mr. Malkolm Joackim<br>Age=33.0<br>Fare=7.775<br>SHAP=-0.001",
          "None=Gillespie, Mr. William Henry<br>Age=34.0<br>Fare=13.0<br>SHAP=-0.002",
          "None=Allen, Miss. Elisabeth Walton<br>Age=29.0<br>Fare=211.3375<br>SHAP=-0.000",
          "None=Berriman, Mr. William John<br>Age=23.0<br>Fare=13.0<br>SHAP=-0.002",
          "None=Troupiansky, Mr. Moses Aaron<br>Age=23.0<br>Fare=13.0<br>SHAP=-0.002",
          "None=Williams, Mr. Leslie<br>Age=28.5<br>Fare=16.1<br>SHAP=-0.003",
          "None=Ivanoff, Mr. Kanio<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004",
          "None=McNamee, Mr. Neal<br>Age=24.0<br>Fare=16.1<br>SHAP=-0.004",
          "None=Connaghton, Mr. Michael<br>Age=31.0<br>Fare=7.75<br>SHAP=-0.001",
          "None=Carlsson, Mr. August Sigfrid<br>Age=28.0<br>Fare=7.7958<br>SHAP=0.000",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Age=33.0<br>Fare=86.5<br>SHAP=0.001",
          "None=Eklund, Mr. Hans Linus<br>Age=16.0<br>Fare=7.775<br>SHAP=-0.000",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Age=51.0<br>Fare=77.9583<br>SHAP=0.004",
          "None=Moran, Mr. Daniel J<br>Age=-999.0<br>Fare=24.15<br>SHAP=-0.000",
          "None=Lievens, Mr. Rene Aime<br>Age=24.0<br>Fare=9.5<br>SHAP=-0.001",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Age=43.0<br>Fare=211.3375<br>SHAP=0.005",
          "None=Ayoub, Miss. Banoura<br>Age=13.0<br>Fare=7.2292<br>SHAP=0.001",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Age=17.0<br>Fare=57.0<br>SHAP=0.002",
          "None=Johnston, Mr. Andrew G<br>Age=-999.0<br>Fare=23.45<br>SHAP=0.004",
          "None=Ali, Mr. William<br>Age=25.0<br>Fare=7.05<br>SHAP=0.000",
          "None=Sjoblom, Miss. Anna Sofia<br>Age=18.0<br>Fare=7.4958<br>SHAP=-0.001",
          "None=Guggenheim, Mr. Benjamin<br>Age=46.0<br>Fare=79.2<br>SHAP=0.010",
          "None=Leader, Dr. Alice (Farnham)<br>Age=49.0<br>Fare=25.9292<br>SHAP=0.000",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Age=31.0<br>Fare=26.25<br>SHAP=0.001",
          "None=Carter, Master. William Thornton II<br>Age=11.0<br>Fare=120.0<br>SHAP=0.006",
          "None=Thomas, Master. Assad Alexander<br>Age=0.42<br>Fare=8.5167<br>SHAP=-0.001",
          "None=Johansson, Mr. Karl Johan<br>Age=31.0<br>Fare=7.775<br>SHAP=0.000",
          "None=Slemen, Mr. Richard James<br>Age=35.0<br>Fare=10.5<br>SHAP=-0.002",
          "None=Tomlin, Mr. Ernest Portage<br>Age=30.5<br>Fare=8.05<br>SHAP=0.000",
          "None=McCormack, Mr. Thomas Joseph<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.002",
          "None=Richards, Master. George Sibley<br>Age=0.83<br>Fare=18.75<br>SHAP=0.004",
          "None=Mudd, Mr. Thomas Charles<br>Age=16.0<br>Fare=10.5<br>SHAP=-0.002",
          "None=Lemberopolous, Mr. Peter L<br>Age=34.5<br>Fare=6.4375<br>SHAP=-0.002",
          "None=Sage, Mr. Douglas Bullen<br>Age=-999.0<br>Fare=69.55<br>SHAP=0.000",
          "None=Boulos, Miss. Nourelain<br>Age=9.0<br>Fare=15.2458<br>SHAP=0.003",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Age=18.0<br>Fare=9.35<br>SHAP=-0.002",
          "None=Razi, Mr. Raihed<br>Age=-999.0<br>Fare=7.2292<br>SHAP=-0.002",
          "None=Johnson, Master. Harold Theodor<br>Age=4.0<br>Fare=11.1333<br>SHAP=0.003",
          "None=Carlsson, Mr. Frans Olof<br>Age=33.0<br>Fare=5.0<br>SHAP=-0.002",
          "None=Gustafsson, Mr. Alfred Ossian<br>Age=20.0<br>Fare=9.8458<br>SHAP=-0.001",
          "None=Montvila, Rev. Juozas<br>Age=27.0<br>Fare=13.0<br>SHAP=-0.002"
         ],
         "type": "scattergl",
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        }
       ],
       "layout": {
        "hovermode": "closest",
        "paper_bgcolor": "#fff",
        "plot_bgcolor": "#fff",
        "showlegend": false,
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "title": {
         "text": "Interaction plot for Age and Fare"
        },
        "xaxis": {
         "title": {
          "text": "Age"
         }
        },
        "yaxis": {
         "title": {
          "text": "SHAP value"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"84d3fa17-cb46-4ea5-b7f9-088fd52755af\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"84d3fa17-cb46-4ea5-b7f9-088fd52755af\")) {                    Plotly.newPlot(                        \"84d3fa17-cb46-4ea5-b7f9-088fd52755af\",                        [{\"hoverinfo\": \"text\", \"marker\": {\"color\": [71.2833, 53.1, 21.075, 11.1333, 30.0708, 8.05, 7.8542, 31.3875, 7.75, 82.1708, 7.8958, 7.8792, 17.8, 10.5, 83.475, 27.9, 8.6625, 73.5, 10.5, 34.375, 8.05, 7.8542, 61.175, 7.8958, 77.2875, 7.8958, 24.15, 8.05, 9.825, 7.925, 21.0, 8.05, 9.2167, 34.375, 26.0, 12.525, 8.05, 16.1, 55.0, 33.5, 7.925, 7.8542, 50.0, 7.8542, 27.7208, 9.5, 15.85, 31.0, 7.05, 8.05, 7.8958, 31.3875, 7.55, 12.275, 7.25, 26.55, 79.2, 26.0, 7.75, 31.3875, 7.75, 77.9583, 20.25, 26.0, 7.75, 91.0792, 12.875, 27.7208, 8.05, 69.55, 6.2375, 133.65, 7.8958, 134.5, 8.6625, 27.7208, 8.05, 82.1708, 211.5, 7.775, 7.8958, 46.9, 7.7292, 7.925, 16.7, 7.925, 90.0, 13.0, 7.7333, 26.0, 26.25, 8.1125, 30.5, 26.55, 13.0, 27.75, 7.5208, 0.0, 91.0792, 7.25, 15.1, 7.7958, 7.6292, 9.5875, 108.9, 26.55, 26.0, 7.2292, 8.6625, 26.25, 26.55, 26.0, 20.525, 7.775, 79.65, 7.75, 10.5, 51.4792, 14.5, 40.125, 8.05, 7.75, 7.225, 56.9292, 26.55, 15.55, 30.5, 41.5792, 153.4625, 7.05, 7.75, 16.1, 14.4542, 7.8958, 7.0542, 30.5, 7.55, 7.55, 6.75, 13.0, 25.5875, 7.4958, 39.0, 52.0, 9.8417, 76.7292, 46.9, 39.6875, 7.7958, 7.65, 227.525, 7.8542, 26.2875, 26.55, 52.0, 9.4833, 13.0, 10.5, 15.5, 7.775, 13.0, 211.3375, 13.0, 13.0, 16.1, 7.8958, 16.1, 7.75, 7.7958, 86.5, 7.775, 77.9583, 24.15, 9.5, 211.3375, 7.2292, 57.0, 23.45, 7.05, 7.4958, 79.2, 25.9292, 26.25, 120.0, 8.5167, 7.775, 10.5, 8.05, 7.75, 18.75, 10.5, 6.4375, 69.55, 15.2458, 9.35, 7.2292, 11.1333, 5.0, 9.8458, 13.0], \"colorbar\": {\"title\": {\"text\": \"Fare\"}}, \"colorscale\": [[0.0, \"rgb(0,0,255)\"], [1.0, \"rgb(255,0,0)\"]], \"opacity\": 0.6, \"showscale\": true, \"size\": 7}, \"mode\": \"markers\", \"text\": [\"None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>Fare=71.2833<br>SHAP=0.004\", \"None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>Fare=53.1<br>SHAP=0.001\", \"None=Palsson, Master. Gosta Leonard<br>Age=2.0<br>Fare=21.075<br>SHAP=0.003\", \"None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=27.0<br>Fare=11.1333<br>SHAP=-0.001\", \"None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>Fare=30.0708<br>SHAP=0.001\", \"None=Saundercock, Mr. William Henry<br>Age=20.0<br>Fare=8.05<br>SHAP=0.000\", \"None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=14.0<br>Fare=7.8542<br>SHAP=0.001\", \"None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=38.0<br>Fare=31.3875<br>SHAP=0.002\", \"None=Glynn, Miss. Mary Agatha<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.000\", \"None=Meyer, Mr. Edgar Joseph<br>Age=28.0<br>Fare=82.1708<br>SHAP=-0.004\", \"None=Kraeff, Mr. Theodor<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.002\", \"None=Devaney, Miss. Margaret Delia<br>Age=19.0<br>Fare=7.8792<br>SHAP=-0.000\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=18.0<br>Fare=17.8<br>SHAP=-0.002\", \"None=Rugg, Miss. Emily<br>Age=21.0<br>Fare=10.5<br>SHAP=-0.001\", \"None=Harris, Mr. Henry Birkhardt<br>Age=45.0<br>Fare=83.475<br>SHAP=0.001\", \"None=Skoog, Master. Harald<br>Age=4.0<br>Fare=27.9<br>SHAP=0.001\", \"None=Kink, Mr. Vincenz<br>Age=26.0<br>Fare=8.6625<br>SHAP=0.000\", \"None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>Fare=73.5<br>SHAP=0.000\", \"None=Ilett, Miss. Bertha<br>Age=17.0<br>Fare=10.5<br>SHAP=-0.001\", \"None=Ford, Mr. William Neal<br>Age=16.0<br>Fare=34.375<br>SHAP=-0.000\", \"None=Christmann, Mr. Emil<br>Age=29.0<br>Fare=8.05<br>SHAP=0.000\", \"None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>Fare=7.8542<br>SHAP=0.000\", \"None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>Fare=61.175<br>SHAP=0.003\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004\", \"None=White, Mr. Richard Frasar<br>Age=21.0<br>Fare=77.2875<br>SHAP=0.001\", \"None=Rekic, Mr. Tido<br>Age=38.0<br>Fare=7.8958<br>SHAP=-0.001\", \"None=Moran, Miss. Bertha<br>Age=-999.0<br>Fare=24.15<br>SHAP=0.000\", \"None=Barton, Mr. David John<br>Age=22.0<br>Fare=8.05<br>SHAP=-0.001\", \"None=Jussila, Miss. Katriina<br>Age=20.0<br>Fare=9.825<br>SHAP=-0.002\", \"None=Pekoniemi, Mr. Edvard<br>Age=21.0<br>Fare=7.925<br>SHAP=-0.001\", \"None=Turpin, Mr. William John Robert<br>Age=29.0<br>Fare=21.0<br>SHAP=-0.003\", \"None=Moore, Mr. Leonard Charles<br>Age=-999.0<br>Fare=8.05<br>SHAP=-0.004\", \"None=Osen, Mr. Olaf Elon<br>Age=16.0<br>Fare=9.2167<br>SHAP=-0.000\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Age=9.0<br>Fare=34.375<br>SHAP=-0.001\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Age=36.5<br>Fare=26.0<br>SHAP=-0.000\", \"None=Bateman, Rev. Robert James<br>Age=51.0<br>Fare=12.525<br>SHAP=-0.001\", \"None=Meo, Mr. Alfonzo<br>Age=55.5<br>Fare=8.05<br>SHAP=0.002\", \"None=Cribb, Mr. John Hatfield<br>Age=44.0<br>Fare=16.1<br>SHAP=-0.003\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=-999.0<br>Fare=55.0<br>SHAP=0.001\", \"None=Van der hoef, Mr. Wyckoff<br>Age=61.0<br>Fare=33.5<br>SHAP=-0.005\", \"None=Sivola, Mr. Antti Wilhelm<br>Age=21.0<br>Fare=7.925<br>SHAP=-0.001\", \"None=Klasen, Mr. Klas Albin<br>Age=18.0<br>Fare=7.8542<br>SHAP=-0.004\", \"None=Rood, Mr. Hugh Roscoe<br>Age=-999.0<br>Fare=50.0<br>SHAP=0.004\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=19.0<br>Fare=7.8542<br>SHAP=-0.001\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>Fare=27.7208<br>SHAP=-0.003\", \"None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>Fare=9.5<br>SHAP=0.000\", \"None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>Fare=15.85<br>SHAP=-0.003\", \"None=Blank, Mr. Henry<br>Age=40.0<br>Fare=31.0<br>SHAP=0.000\", \"None=Ali, Mr. Ahmed<br>Age=24.0<br>Fare=7.05<br>SHAP=-0.001\", \"None=Green, Mr. George Henry<br>Age=51.0<br>Fare=8.05<br>SHAP=0.002\", \"None=Nenkoff, Mr. Christo<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004\", \"None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>Fare=31.3875<br>SHAP=-0.000\", \"None=Harknett, Miss. Alice Phoebe<br>Age=-999.0<br>Fare=7.55<br>SHAP=-0.001\", \"None=Hunt, Mr. George Henry<br>Age=33.0<br>Fare=12.275<br>SHAP=-0.002\", \"None=Reed, Mr. James George<br>Age=-999.0<br>Fare=7.25<br>SHAP=-0.004\", \"None=Stead, Mr. William Thomas<br>Age=62.0<br>Fare=26.55<br>SHAP=-0.002\", \"None=Thorne, Mrs. Gertrude Maybelle<br>Age=-999.0<br>Fare=79.2<br>SHAP=-0.002\", \"None=Parrish, Mrs. (Lutie Davis)<br>Age=50.0<br>Fare=26.0<br>SHAP=0.001\", \"None=Smith, Mr. Thomas<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.002\", \"None=Asplund, Master. Edvin Rojj Felix<br>Age=3.0<br>Fare=31.3875<br>SHAP=-0.001\", \"None=Healy, Miss. Hanora \\\"Nora\\\"<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.000\", \"None=Andrews, Miss. Kornelia Theodosia<br>Age=63.0<br>Fare=77.9583<br>SHAP=-0.001\", \"None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=35.0<br>Fare=20.25<br>SHAP=0.001\", \"None=Smith, Mr. Richard William<br>Age=-999.0<br>Fare=26.0<br>SHAP=0.003\", \"None=Connolly, Miss. Kate<br>Age=22.0<br>Fare=7.75<br>SHAP=-0.001\", \"None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=19.0<br>Fare=91.0792<br>SHAP=-0.000\", \"None=Levy, Mr. Rene Jacques<br>Age=36.0<br>Fare=12.875<br>SHAP=-0.003\", \"None=Lewy, Mr. Ervin G<br>Age=-999.0<br>Fare=27.7208<br>SHAP=0.004\", \"None=Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Age=-999.0<br>Fare=8.05<br>SHAP=-0.004\", \"None=Sage, Mr. George John Jr<br>Age=-999.0<br>Fare=69.55<br>SHAP=0.000\", \"None=Nysveen, Mr. Johan Hansen<br>Age=61.0<br>Fare=6.2375<br>SHAP=0.004\", \"None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=-999.0<br>Fare=133.65<br>SHAP=0.002\", \"None=Denkoff, Mr. Mitto<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004\", \"None=Burns, Miss. Elizabeth Margaret<br>Age=41.0<br>Fare=134.5<br>SHAP=0.007\", \"None=Dimic, Mr. Jovan<br>Age=42.0<br>Fare=8.6625<br>SHAP=0.000\", \"None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>Fare=27.7208<br>SHAP=-0.001\", \"None=Beavan, Mr. William Thomas<br>Age=19.0<br>Fare=8.05<br>SHAP=0.000\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=-999.0<br>Fare=82.1708<br>SHAP=-0.002\", \"None=Widener, Mr. Harry Elkins<br>Age=27.0<br>Fare=211.5<br>SHAP=0.002\", \"None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>Fare=7.775<br>SHAP=0.000\", \"None=Plotcharsky, Mr. Vasil<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004\", \"None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>Fare=46.9<br>SHAP=-0.001\", \"None=Sadlier, Mr. Matthew<br>Age=-999.0<br>Fare=7.7292<br>SHAP=-0.002\", \"None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>Fare=7.925<br>SHAP=-0.000\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>Fare=16.7<br>SHAP=-0.003\", \"None=Niskanen, Mr. Juha<br>Age=39.0<br>Fare=7.925<br>SHAP=0.006\", \"None=Minahan, Miss. Daisy E<br>Age=33.0<br>Fare=90.0<br>SHAP=0.001\", \"None=Matthews, Mr. William John<br>Age=30.0<br>Fare=13.0<br>SHAP=-0.002\", \"None=Charters, Mr. David<br>Age=21.0<br>Fare=7.7333<br>SHAP=-0.000\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Age=19.0<br>Fare=26.0<br>SHAP=-0.000\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>Fare=26.25<br>SHAP=-0.000\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>Age=-999.0<br>Fare=8.1125<br>SHAP=-0.004\", \"None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>Fare=30.5<br>SHAP=0.001\", \"None=Anderson, Mr. Harry<br>Age=48.0<br>Fare=26.55<br>SHAP=0.001\", \"None=Milling, Mr. Jacob Christian<br>Age=48.0<br>Fare=13.0<br>SHAP=-0.002\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>Fare=27.75<br>SHAP=0.001\", \"None=Karlsson, Mr. Nils August<br>Age=22.0<br>Fare=7.5208<br>SHAP=-0.000\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Age=-999.0<br>Fare=0.0<br>SHAP=-0.005\", \"None=Bishop, Mr. Dickinson H<br>Age=25.0<br>Fare=91.0792<br>SHAP=-0.000\", \"None=Windelov, Mr. Einar<br>Age=21.0<br>Fare=7.25<br>SHAP=-0.000\", \"None=Shellard, Mr. Frederick William<br>Age=-999.0<br>Fare=15.1<br>SHAP=0.003\", \"None=Svensson, Mr. Olof<br>Age=24.0<br>Fare=7.7958<br>SHAP=-0.001\", \"None=O'Sullivan, Miss. Bridget Mary<br>Age=-999.0<br>Fare=7.6292<br>SHAP=-0.000\", \"None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>Fare=9.5875<br>SHAP=0.000\", \"None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>Fare=108.9<br>SHAP=0.007\", \"None=Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Age=-999.0<br>Fare=26.55<br>SHAP=0.004\", \"None=Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Age=36.0<br>Fare=26.0<br>SHAP=0.002\", \"None=Kassem, Mr. Fared<br>Age=-999.0<br>Fare=7.2292<br>SHAP=-0.002\", \"None=Cacic, Miss. Marija<br>Age=30.0<br>Fare=8.6625<br>SHAP=-0.001\", \"None=Hart, Miss. Eva Miriam<br>Age=7.0<br>Fare=26.25<br>SHAP=0.002\", \"None=Butt, Major. Archibald Willingham<br>Age=45.0<br>Fare=26.55<br>SHAP=-0.000\", \"None=Beane, Mr. Edward<br>Age=32.0<br>Fare=26.0<br>SHAP=0.000\", \"None=Goldsmith, Mr. Frank John<br>Age=33.0<br>Fare=20.525<br>SHAP=-0.001\", \"None=Ohman, Miss. Velin<br>Age=22.0<br>Fare=7.775<br>SHAP=-0.001\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>Fare=79.65<br>SHAP=0.004\", \"None=Morrow, Mr. Thomas Rowan<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.002\", \"None=Harris, Mr. George<br>Age=62.0<br>Fare=10.5<br>SHAP=0.003\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>Fare=51.4792<br>SHAP=0.004\", \"None=Patchett, Mr. George<br>Age=19.0<br>Fare=14.5<br>SHAP=-0.002\", \"None=Ross, Mr. John Hugo<br>Age=36.0<br>Fare=40.125<br>SHAP=0.003\", \"None=Murdlin, Mr. Joseph<br>Age=-999.0<br>Fare=8.05<br>SHAP=-0.004\", \"None=Bourke, Miss. Mary<br>Age=-999.0<br>Fare=7.75<br>SHAP=0.001\", \"None=Boulos, Mr. Hanna<br>Age=-999.0<br>Fare=7.225<br>SHAP=-0.002\", \"None=Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Age=49.0<br>Fare=56.9292<br>SHAP=0.005\", \"None=Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Age=35.0<br>Fare=26.55<br>SHAP=0.003\", \"None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>Fare=15.55<br>SHAP=-0.002\", \"None=Daniel, Mr. Robert Williams<br>Age=27.0<br>Fare=30.5<br>SHAP=-0.000\", \"None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>Fare=41.5792<br>SHAP=0.000\", \"None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>Fare=153.4625<br>SHAP=0.001\", \"None=Jardin, Mr. Jose Neto<br>Age=-999.0<br>Fare=7.05<br>SHAP=-0.004\", \"None=Horgan, Mr. John<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.002\", \"None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>Fare=16.1<br>SHAP=-0.002\", \"None=Yasbeck, Mr. Antoni<br>Age=27.0<br>Fare=14.4542<br>SHAP=-0.002\", \"None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>Fare=7.8958<br>SHAP=0.000\", \"None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>Fare=7.0542<br>SHAP=-0.001\", \"None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>Fare=30.5<br>SHAP=0.001\", \"None=Willey, Mr. Edward<br>Age=-999.0<br>Fare=7.55<br>SHAP=-0.004\", \"None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>Fare=7.55<br>SHAP=-0.001\", \"None=Hegarty, Miss. Hanora \\\"Nora\\\"<br>Age=18.0<br>Fare=6.75<br>SHAP=-0.000\", \"None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>Fare=13.0<br>SHAP=-0.002\", \"None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>Fare=25.5875<br>SHAP=-0.003\", \"None=Coleff, Mr. Peju<br>Age=36.0<br>Fare=7.4958<br>SHAP=-0.002\", \"None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>Fare=39.0<br>SHAP=0.002\", \"None=Davidson, Mr. Thornton<br>Age=31.0<br>Fare=52.0<br>SHAP=-0.001\", \"None=Turja, Miss. Anna Sofia<br>Age=18.0<br>Fare=9.8417<br>SHAP=-0.002\", \"None=Hassab, Mr. Hammad<br>Age=27.0<br>Fare=76.7292<br>SHAP=-0.005\", \"None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>Fare=46.9<br>SHAP=0.001\", \"None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>Fare=39.6875<br>SHAP=-0.000\", \"None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>Fare=7.7958<br>SHAP=0.000\", \"None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>Fare=7.65<br>SHAP=0.002\", \"None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>Fare=227.525<br>SHAP=0.002\", \"None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>Fare=7.8542<br>SHAP=0.000\", \"None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>Fare=26.2875<br>SHAP=-0.002\", \"None=Klaber, Mr. Herman<br>Age=-999.0<br>Fare=26.55<br>SHAP=0.005\", \"None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>Fare=52.0<br>SHAP=-0.001\", \"None=Larsson, Mr. August Viktor<br>Age=29.0<br>Fare=9.4833<br>SHAP=-0.000\", \"None=Greenberg, Mr. Samuel<br>Age=52.0<br>Fare=13.0<br>SHAP=-0.002\", \"None=Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>Age=27.0<br>Fare=10.5<br>SHAP=-0.001\", \"None=McEvoy, Mr. Michael<br>Age=-999.0<br>Fare=15.5<br>SHAP=0.002\", \"None=Johnson, Mr. Malkolm Joackim<br>Age=33.0<br>Fare=7.775<br>SHAP=-0.001\", \"None=Gillespie, Mr. William Henry<br>Age=34.0<br>Fare=13.0<br>SHAP=-0.002\", \"None=Allen, Miss. Elisabeth Walton<br>Age=29.0<br>Fare=211.3375<br>SHAP=-0.000\", \"None=Berriman, Mr. William John<br>Age=23.0<br>Fare=13.0<br>SHAP=-0.002\", \"None=Troupiansky, Mr. Moses Aaron<br>Age=23.0<br>Fare=13.0<br>SHAP=-0.002\", \"None=Williams, Mr. Leslie<br>Age=28.5<br>Fare=16.1<br>SHAP=-0.003\", \"None=Ivanoff, Mr. Kanio<br>Age=-999.0<br>Fare=7.8958<br>SHAP=-0.004\", \"None=McNamee, Mr. Neal<br>Age=24.0<br>Fare=16.1<br>SHAP=-0.004\", \"None=Connaghton, Mr. Michael<br>Age=31.0<br>Fare=7.75<br>SHAP=-0.001\", \"None=Carlsson, Mr. August Sigfrid<br>Age=28.0<br>Fare=7.7958<br>SHAP=0.000\", \"None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Age=33.0<br>Fare=86.5<br>SHAP=0.001\", \"None=Eklund, Mr. Hans Linus<br>Age=16.0<br>Fare=7.775<br>SHAP=-0.000\", \"None=Hogeboom, Mrs. John C (Anna Andrews)<br>Age=51.0<br>Fare=77.9583<br>SHAP=0.004\", \"None=Moran, Mr. Daniel J<br>Age=-999.0<br>Fare=24.15<br>SHAP=-0.000\", \"None=Lievens, Mr. Rene Aime<br>Age=24.0<br>Fare=9.5<br>SHAP=-0.001\", \"None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Age=43.0<br>Fare=211.3375<br>SHAP=0.005\", \"None=Ayoub, Miss. Banoura<br>Age=13.0<br>Fare=7.2292<br>SHAP=0.001\", \"None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Age=17.0<br>Fare=57.0<br>SHAP=0.002\", \"None=Johnston, Mr. Andrew G<br>Age=-999.0<br>Fare=23.45<br>SHAP=0.004\", \"None=Ali, Mr. William<br>Age=25.0<br>Fare=7.05<br>SHAP=0.000\", \"None=Sjoblom, Miss. Anna Sofia<br>Age=18.0<br>Fare=7.4958<br>SHAP=-0.001\", \"None=Guggenheim, Mr. Benjamin<br>Age=46.0<br>Fare=79.2<br>SHAP=0.010\", \"None=Leader, Dr. Alice (Farnham)<br>Age=49.0<br>Fare=25.9292<br>SHAP=0.000\", \"None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Age=31.0<br>Fare=26.25<br>SHAP=0.001\", \"None=Carter, Master. William Thornton II<br>Age=11.0<br>Fare=120.0<br>SHAP=0.006\", \"None=Thomas, Master. Assad Alexander<br>Age=0.42<br>Fare=8.5167<br>SHAP=-0.001\", \"None=Johansson, Mr. Karl Johan<br>Age=31.0<br>Fare=7.775<br>SHAP=0.000\", \"None=Slemen, Mr. Richard James<br>Age=35.0<br>Fare=10.5<br>SHAP=-0.002\", \"None=Tomlin, Mr. Ernest Portage<br>Age=30.5<br>Fare=8.05<br>SHAP=0.000\", \"None=McCormack, Mr. Thomas Joseph<br>Age=-999.0<br>Fare=7.75<br>SHAP=-0.002\", \"None=Richards, Master. George Sibley<br>Age=0.83<br>Fare=18.75<br>SHAP=0.004\", \"None=Mudd, Mr. Thomas Charles<br>Age=16.0<br>Fare=10.5<br>SHAP=-0.002\", \"None=Lemberopolous, Mr. Peter L<br>Age=34.5<br>Fare=6.4375<br>SHAP=-0.002\", \"None=Sage, Mr. Douglas Bullen<br>Age=-999.0<br>Fare=69.55<br>SHAP=0.000\", \"None=Boulos, Miss. Nourelain<br>Age=9.0<br>Fare=15.2458<br>SHAP=0.003\", \"None=Aks, Mrs. Sam (Leah Rosen)<br>Age=18.0<br>Fare=9.35<br>SHAP=-0.002\", \"None=Razi, Mr. Raihed<br>Age=-999.0<br>Fare=7.2292<br>SHAP=-0.002\", \"None=Johnson, Master. 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     "metadata": {},
     "output_type": "display_data"
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   ],
   "source": [
    "explainer.plot_interaction(\"Age\", \"Fare\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## partial dependence plots (pdp)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plot average general partial dependence plot with ice lines for specific observations"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:59:18.202073Z",
     "start_time": "2021-01-20T15:59:17.995968Z"
    }
   },
   "outputs": [
    {
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   "source": [
    "explainer.plot_pdp(\"Deck\", sort=\"freq\")"
   ]
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### highlight pdp for specific observation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T15:59:51.854925Z",
     "start_time": "2021-01-20T15:59:51.631292Z"
    }
   },
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     "text": [
      "Saundercock, Mr. William Henry\n"
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       "                            \n",
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   ],
   "source": [
    "name = test_names[5]\n",
    "print(name)\n",
    "explainer.plot_pdp(\"Fare\", name)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### with default parameters:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:00:00.090912Z",
     "start_time": "2021-01-20T15:59:59.882517Z"
    }
   },
   "outputs": [
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   "source": [
    "explainer.plot_pdp(\n",
    "    \"Age\", index=5, drop_na=True, sample=100, gridlines=100, gridpoints=10\n",
    ")"
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   "source": [
    "### adjusting parameters:\n",
    "\n",
    "- `drop_na=False` no longer drop values equal to self.na_fill (-999 by default)\n",
    "- `sample=200` sample 200 samples for calculating the average\n",
    "- `gridlines=10`  display 10 additional grid lines\n",
    "- `gridpoints=50` take 50 points along the x axis to calculate the lines"
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   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:00:05.010307Z",
     "start_time": "2021-01-20T16:00:04.630342Z"
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Age\"}, \"xaxis\": {\"title\": {\"text\": \"Age\"}}, \"yaxis\": {\"title\": {\"text\": \"Predicted Survival (Predicted %)\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('cfc7f7e9-f60d-4403-9d8f-d6f5a5660ca2');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
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       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
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       "    x.observe(notebookContainer, {childList: true});\n",
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       "    x.observe(outputEl, {childList: true});\n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_pdp(\n",
    "    \"Age\", index=5, drop_na=False, sample=200, gridlines=10, gridpoints=50\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Classification validation plots:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:00:10.564467Z",
     "start_time": "2021-01-20T16:00:10.537801Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating prediction probabilities...\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'accuracy': 0.75,\n",
       " 'precision': 1.0,\n",
       " 'recall': 0.3150684931506849,\n",
       " 'f1': 0.4791666666666667,\n",
       " 'roc_auc_score': 0.8889548053068708,\n",
       " 'pr_auc_score': 0.8594408754346096,\n",
       " 'log_loss': 0.415704739488635}"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "explainer.metrics(cutoff=0.8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:00:28.570687Z",
     "start_time": "2021-01-20T16:00:28.561242Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <th></th>\n",
       "      <th>label</th>\n",
       "      <th>probability</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Not survived</td>\n",
       "      <td>0.523</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Survived*</td>\n",
       "      <td>0.477</td>\n",
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       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "          label  probability\n",
       "0  Not survived        0.523\n",
       "1     Survived*        0.477"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "explainer.prediction_result_df(test_names[3])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### confusion matrix"
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    "ExecuteTime": {
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   "metadata": {},
   "source": [
    "#### For multiclass classifiers, `binary=False` would display e.g. a 3x3 confusion matrix\n",
    "- in this case it's a binary classifier, so binary=False makes no difference"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### precision plot\n",
    "- if the classifier works well the predicted probability should be the same as the observed probability per bin, so we would expect a nice straight line from 0 to 1"
   ]
  },
  {
   "cell_type": "markdown",
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    "#### based on bin size:"
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       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_precision(quantiles=10, cutoff=0.75, multiclass=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Cumulative precision"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:00:47.838566Z",
     "start_time": "2021-01-20T16:00:47.798482Z"
    }
   },
   "outputs": [
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_cumulative_precision()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### lift curve"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:00:50.023958Z",
     "start_time": "2021-01-20T16:00:49.992476Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
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         "text": [
          "model selected 1 positives out of 1<br>precision=100.00<br>lift=2.74",
          "model selected 2 positives out of 2<br>precision=100.00<br>lift=2.74",
          "model selected 3 positives out of 3<br>precision=100.00<br>lift=2.74",
          "model selected 4 positives out of 4<br>precision=100.00<br>lift=2.74",
          "model selected 5 positives out of 5<br>precision=100.00<br>lift=2.74",
          "model selected 6 positives out of 6<br>precision=100.00<br>lift=2.74",
          "model selected 7 positives out of 7<br>precision=100.00<br>lift=2.74",
          "model selected 8 positives out of 8<br>precision=100.00<br>lift=2.74",
          "model selected 9 positives out of 9<br>precision=100.00<br>lift=2.74",
          "model selected 10 positives out of 10<br>precision=100.00<br>lift=2.74",
          "model selected 11 positives out of 11<br>precision=100.00<br>lift=2.74",
          "model selected 12 positives out of 12<br>precision=100.00<br>lift=2.74",
          "model selected 13 positives out of 13<br>precision=100.00<br>lift=2.74",
          "model selected 14 positives out of 14<br>precision=100.00<br>lift=2.74",
          "model selected 15 positives out of 15<br>precision=100.00<br>lift=2.74",
          "model selected 16 positives out of 16<br>precision=100.00<br>lift=2.74",
          "model selected 17 positives out of 17<br>precision=100.00<br>lift=2.74",
          "model selected 18 positives out of 18<br>precision=100.00<br>lift=2.74",
          "model selected 19 positives out of 19<br>precision=100.00<br>lift=2.74",
          "model selected 20 positives out of 20<br>precision=100.00<br>lift=2.74",
          "model selected 21 positives out of 21<br>precision=100.00<br>lift=2.74",
          "model selected 22 positives out of 22<br>precision=100.00<br>lift=2.74",
          "model selected 23 positives out of 23<br>precision=100.00<br>lift=2.74",
          "model selected 24 positives out of 24<br>precision=100.00<br>lift=2.74",
          "model selected 25 positives out of 25<br>precision=100.00<br>lift=2.74",
          "model selected 26 positives out of 26<br>precision=100.00<br>lift=2.74",
          "model selected 27 positives out of 27<br>precision=100.00<br>lift=2.74",
          "model selected 28 positives out of 28<br>precision=100.00<br>lift=2.74",
          "model selected 29 positives out of 29<br>precision=100.00<br>lift=2.74",
          "model selected 30 positives out of 30<br>precision=100.00<br>lift=2.74",
          "model selected 30 positives out of 31<br>precision=96.77<br>lift=2.65",
          "model selected 31 positives out of 32<br>precision=96.88<br>lift=2.65",
          "model selected 32 positives out of 33<br>precision=96.97<br>lift=2.66",
          "model selected 33 positives out of 34<br>precision=97.06<br>lift=2.66",
          "model selected 34 positives out of 35<br>precision=97.14<br>lift=2.66",
          "model selected 34 positives out of 36<br>precision=94.44<br>lift=2.59",
          "model selected 35 positives out of 37<br>precision=94.59<br>lift=2.59",
          "model selected 36 positives out of 38<br>precision=94.74<br>lift=2.60",
          "model selected 37 positives out of 39<br>precision=94.87<br>lift=2.60",
          "model selected 38 positives out of 40<br>precision=95.00<br>lift=2.60",
          "model selected 39 positives out of 41<br>precision=95.12<br>lift=2.61",
          "model selected 40 positives out of 42<br>precision=95.24<br>lift=2.61",
          "model selected 41 positives out of 43<br>precision=95.35<br>lift=2.61",
          "model selected 41 positives out of 44<br>precision=93.18<br>lift=2.55",
          "model selected 41 positives out of 45<br>precision=91.11<br>lift=2.50",
          "model selected 41 positives out of 46<br>precision=89.13<br>lift=2.44",
          "model selected 41 positives out of 47<br>precision=87.23<br>lift=2.39",
          "model selected 42 positives out of 48<br>precision=87.50<br>lift=2.40",
          "model selected 42 positives out of 49<br>precision=85.71<br>lift=2.35",
          "model selected 42 positives out of 50<br>precision=84.00<br>lift=2.30",
          "model selected 42 positives out of 51<br>precision=82.35<br>lift=2.26",
          "model selected 43 positives out of 52<br>precision=82.69<br>lift=2.27",
          "model selected 44 positives out of 53<br>precision=83.02<br>lift=2.27",
          "model selected 45 positives out of 54<br>precision=83.33<br>lift=2.28",
          "model selected 45 positives out of 55<br>precision=81.82<br>lift=2.24",
          "model selected 46 positives out of 56<br>precision=82.14<br>lift=2.25",
          "model selected 46 positives out of 57<br>precision=80.70<br>lift=2.21",
          "model selected 47 positives out of 58<br>precision=81.03<br>lift=2.22",
          "model selected 47 positives out of 59<br>precision=79.66<br>lift=2.18",
          "model selected 47 positives out of 60<br>precision=78.33<br>lift=2.15",
          "model selected 48 positives out of 61<br>precision=78.69<br>lift=2.16",
          "model selected 49 positives out of 62<br>precision=79.03<br>lift=2.17",
          "model selected 50 positives out of 63<br>precision=79.37<br>lift=2.17",
          "model selected 51 positives out of 64<br>precision=79.69<br>lift=2.18",
          "model selected 51 positives out of 65<br>precision=78.46<br>lift=2.15",
          "model selected 51 positives out of 66<br>precision=77.27<br>lift=2.12",
          "model selected 52 positives out of 67<br>precision=77.61<br>lift=2.13",
          "model selected 52 positives out of 68<br>precision=76.47<br>lift=2.10",
          "model selected 52 positives out of 69<br>precision=75.36<br>lift=2.06",
          "model selected 53 positives out of 70<br>precision=75.71<br>lift=2.07",
          "model selected 53 positives out of 71<br>precision=74.65<br>lift=2.05",
          "model selected 54 positives out of 72<br>precision=75.00<br>lift=2.05",
          "model selected 54 positives out of 73<br>precision=73.97<br>lift=2.03",
          "model selected 54 positives out of 74<br>precision=72.97<br>lift=2.00",
          "model selected 55 positives out of 75<br>precision=73.33<br>lift=2.01",
          "model selected 55 positives out of 76<br>precision=72.37<br>lift=1.98",
          "model selected 55 positives out of 77<br>precision=71.43<br>lift=1.96",
          "model selected 55 positives out of 78<br>precision=70.51<br>lift=1.93",
          "model selected 55 positives out of 79<br>precision=69.62<br>lift=1.91",
          "model selected 56 positives out of 80<br>precision=70.00<br>lift=1.92",
          "model selected 56 positives out of 81<br>precision=69.14<br>lift=1.89",
          "model selected 57 positives out of 82<br>precision=69.51<br>lift=1.90",
          "model selected 57 positives out of 83<br>precision=68.67<br>lift=1.88",
          "model selected 57 positives out of 84<br>precision=67.86<br>lift=1.86",
          "model selected 58 positives out of 85<br>precision=68.24<br>lift=1.87",
          "model selected 59 positives out of 86<br>precision=68.60<br>lift=1.88",
          "model selected 59 positives out of 87<br>precision=67.82<br>lift=1.86",
          "model selected 59 positives out of 88<br>precision=67.05<br>lift=1.84",
          "model selected 60 positives out of 89<br>precision=67.42<br>lift=1.85",
          "model selected 61 positives out of 90<br>precision=67.78<br>lift=1.86",
          "model selected 62 positives out of 91<br>precision=68.13<br>lift=1.87",
          "model selected 62 positives out of 92<br>precision=67.39<br>lift=1.85",
          "model selected 62 positives out of 93<br>precision=66.67<br>lift=1.83",
          "model selected 62 positives out of 94<br>precision=65.96<br>lift=1.81",
          "model selected 63 positives out of 95<br>precision=66.32<br>lift=1.82",
          "model selected 64 positives out of 96<br>precision=66.67<br>lift=1.83",
          "model selected 64 positives out of 97<br>precision=65.98<br>lift=1.81",
          "model selected 65 positives out of 98<br>precision=66.33<br>lift=1.82",
          "model selected 65 positives out of 99<br>precision=65.66<br>lift=1.80",
          "model selected 66 positives out of 100<br>precision=66.00<br>lift=1.81",
          "model selected 66 positives out of 101<br>precision=65.35<br>lift=1.79",
          "model selected 67 positives out of 102<br>precision=65.69<br>lift=1.80",
          "model selected 67 positives out of 103<br>precision=65.05<br>lift=1.78",
          "model selected 67 positives out of 104<br>precision=64.42<br>lift=1.77",
          "model selected 67 positives out of 105<br>precision=63.81<br>lift=1.75",
          "model selected 68 positives out of 106<br>precision=64.15<br>lift=1.76",
          "model selected 68 positives out of 107<br>precision=63.55<br>lift=1.74",
          "model selected 68 positives out of 108<br>precision=62.96<br>lift=1.73",
          "model selected 68 positives out of 109<br>precision=62.39<br>lift=1.71",
          "model selected 68 positives out of 110<br>precision=61.82<br>lift=1.69",
          "model selected 68 positives out of 111<br>precision=61.26<br>lift=1.68",
          "model selected 68 positives out of 112<br>precision=60.71<br>lift=1.66",
          "model selected 68 positives out of 113<br>precision=60.18<br>lift=1.65",
          "model selected 68 positives out of 114<br>precision=59.65<br>lift=1.63",
          "model selected 68 positives out of 115<br>precision=59.13<br>lift=1.62",
          "model selected 68 positives out of 116<br>precision=58.62<br>lift=1.61",
          "model selected 68 positives out of 117<br>precision=58.12<br>lift=1.59",
          "model selected 68 positives out of 118<br>precision=57.63<br>lift=1.58",
          "model selected 69 positives out of 119<br>precision=57.98<br>lift=1.59",
          "model selected 69 positives out of 120<br>precision=57.50<br>lift=1.58",
          "model selected 69 positives out of 121<br>precision=57.02<br>lift=1.56",
          "model selected 69 positives out of 122<br>precision=56.56<br>lift=1.55",
          "model selected 69 positives out of 123<br>precision=56.10<br>lift=1.54",
          "model selected 69 positives out of 124<br>precision=55.65<br>lift=1.52",
          "model selected 69 positives out of 125<br>precision=55.20<br>lift=1.51",
          "model selected 69 positives out of 126<br>precision=54.76<br>lift=1.50",
          "model selected 69 positives out of 127<br>precision=54.33<br>lift=1.49",
          "model selected 69 positives out of 128<br>precision=53.91<br>lift=1.48",
          "model selected 69 positives out of 129<br>precision=53.49<br>lift=1.47",
          "model selected 69 positives out of 130<br>precision=53.08<br>lift=1.45",
          "model selected 69 positives out of 131<br>precision=52.67<br>lift=1.44",
          "model selected 69 positives out of 132<br>precision=52.27<br>lift=1.43",
          "model selected 69 positives out of 133<br>precision=51.88<br>lift=1.42",
          "model selected 69 positives out of 134<br>precision=51.49<br>lift=1.41",
          "model selected 69 positives out of 135<br>precision=51.11<br>lift=1.40",
          "model selected 69 positives out of 136<br>precision=50.74<br>lift=1.39",
          "model selected 69 positives out of 137<br>precision=50.36<br>lift=1.38",
          "model selected 69 positives out of 138<br>precision=50.00<br>lift=1.37",
          "model selected 69 positives out of 139<br>precision=49.64<br>lift=1.36",
          "model selected 69 positives out of 140<br>precision=49.29<br>lift=1.35",
          "model selected 69 positives out of 141<br>precision=48.94<br>lift=1.34",
          "model selected 69 positives out of 142<br>precision=48.59<br>lift=1.33",
          "model selected 69 positives out of 143<br>precision=48.25<br>lift=1.32",
          "model selected 69 positives out of 144<br>precision=47.92<br>lift=1.31",
          "model selected 70 positives out of 145<br>precision=48.28<br>lift=1.32",
          "model selected 70 positives out of 146<br>precision=47.95<br>lift=1.31",
          "model selected 70 positives out of 147<br>precision=47.62<br>lift=1.30",
          "model selected 70 positives out of 148<br>precision=47.30<br>lift=1.30",
          "model selected 70 positives out of 149<br>precision=46.98<br>lift=1.29",
          "model selected 70 positives out of 150<br>precision=46.67<br>lift=1.28",
          "model selected 70 positives out of 151<br>precision=46.36<br>lift=1.27",
          "model selected 70 positives out of 152<br>precision=46.05<br>lift=1.26",
          "model selected 70 positives out of 153<br>precision=45.75<br>lift=1.25",
          "model selected 70 positives out of 154<br>precision=45.45<br>lift=1.25",
          "model selected 71 positives out of 155<br>precision=45.81<br>lift=1.25",
          "model selected 71 positives out of 156<br>precision=45.51<br>lift=1.25",
          "model selected 71 positives out of 157<br>precision=45.22<br>lift=1.24",
          "model selected 71 positives out of 158<br>precision=44.94<br>lift=1.23",
          "model selected 71 positives out of 159<br>precision=44.65<br>lift=1.22",
          "model selected 71 positives out of 160<br>precision=44.38<br>lift=1.22",
          "model selected 71 positives out of 161<br>precision=44.10<br>lift=1.21",
          "model selected 71 positives out of 162<br>precision=43.83<br>lift=1.20",
          "model selected 71 positives out of 163<br>precision=43.56<br>lift=1.19",
          "model selected 71 positives out of 164<br>precision=43.29<br>lift=1.19",
          "model selected 71 positives out of 165<br>precision=43.03<br>lift=1.18",
          "model selected 71 positives out of 166<br>precision=42.77<br>lift=1.17",
          "model selected 71 positives out of 167<br>precision=42.51<br>lift=1.16",
          "model selected 71 positives out of 168<br>precision=42.26<br>lift=1.16",
          "model selected 71 positives out of 169<br>precision=42.01<br>lift=1.15",
          "model selected 71 positives out of 170<br>precision=41.76<br>lift=1.14",
          "model selected 71 positives out of 171<br>precision=41.52<br>lift=1.14",
          "model selected 71 positives out of 172<br>precision=41.28<br>lift=1.13",
          "model selected 71 positives out of 173<br>precision=41.04<br>lift=1.12",
          "model selected 71 positives out of 174<br>precision=40.80<br>lift=1.12",
          "model selected 71 positives out of 175<br>precision=40.57<br>lift=1.11",
          "model selected 71 positives out of 176<br>precision=40.34<br>lift=1.11",
          "model selected 71 positives out of 177<br>precision=40.11<br>lift=1.10",
          "model selected 71 positives out of 178<br>precision=39.89<br>lift=1.09",
          "model selected 71 positives out of 179<br>precision=39.66<br>lift=1.09",
          "model selected 71 positives out of 180<br>precision=39.44<br>lift=1.08",
          "model selected 72 positives out of 181<br>precision=39.78<br>lift=1.09",
          "model selected 72 positives out of 182<br>precision=39.56<br>lift=1.08",
          "model selected 72 positives out of 183<br>precision=39.34<br>lift=1.08",
          "model selected 72 positives out of 184<br>precision=39.13<br>lift=1.07",
          "model selected 72 positives out of 185<br>precision=38.92<br>lift=1.07",
          "model selected 72 positives out of 186<br>precision=38.71<br>lift=1.06",
          "model selected 72 positives out of 187<br>precision=38.50<br>lift=1.05",
          "model selected 72 positives out of 188<br>precision=38.30<br>lift=1.05",
          "model selected 72 positives out of 189<br>precision=38.10<br>lift=1.04",
          "model selected 72 positives out of 190<br>precision=37.89<br>lift=1.04",
          "model selected 72 positives out of 191<br>precision=37.70<br>lift=1.03",
          "model selected 72 positives out of 192<br>precision=37.50<br>lift=1.03",
          "model selected 72 positives out of 193<br>precision=37.31<br>lift=1.02",
          "model selected 72 positives out of 194<br>precision=37.11<br>lift=1.02",
          "model selected 72 positives out of 195<br>precision=36.92<br>lift=1.01",
          "model selected 73 positives out of 196<br>precision=37.24<br>lift=1.02",
          "model selected 73 positives out of 197<br>precision=37.06<br>lift=1.02",
          "model selected 73 positives out of 198<br>precision=36.87<br>lift=1.01",
          "model selected 73 positives out of 199<br>precision=36.68<br>lift=1.01",
          "model selected 73 positives out of 200<br>precision=36.50<br>lift=1.00"
         ],
         "type": "scatter",
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        {
         "hoverinfo": "text",
         "name": "random",
         "text": [
          "random selected 0 positives out of 1<br>precision=36.50",
          "random selected 0 positives out of 2<br>precision=36.50",
          "random selected 1 positives out of 3<br>precision=36.50",
          "random selected 1 positives out of 4<br>precision=36.50",
          "random selected 1 positives out of 5<br>precision=36.50",
          "random selected 2 positives out of 6<br>precision=36.50",
          "random selected 2 positives out of 7<br>precision=36.50",
          "random selected 2 positives out of 8<br>precision=36.50",
          "random selected 3 positives out of 9<br>precision=36.50",
          "random selected 3 positives out of 10<br>precision=36.50",
          "random selected 4 positives out of 11<br>precision=36.50",
          "random selected 4 positives out of 12<br>precision=36.50",
          "random selected 4 positives out of 13<br>precision=36.50",
          "random selected 5 positives out of 14<br>precision=36.50",
          "random selected 5 positives out of 15<br>precision=36.50",
          "random selected 5 positives out of 16<br>precision=36.50",
          "random selected 6 positives out of 17<br>precision=36.50",
          "random selected 6 positives out of 18<br>precision=36.50",
          "random selected 6 positives out of 19<br>precision=36.50",
          "random selected 7 positives out of 20<br>precision=36.50",
          "random selected 7 positives out of 21<br>precision=36.50",
          "random selected 8 positives out of 22<br>precision=36.50",
          "random selected 8 positives out of 23<br>precision=36.50",
          "random selected 8 positives out of 24<br>precision=36.50",
          "random selected 9 positives out of 25<br>precision=36.50",
          "random selected 9 positives out of 26<br>precision=36.50",
          "random selected 9 positives out of 27<br>precision=36.50",
          "random selected 10 positives out of 28<br>precision=36.50",
          "random selected 10 positives out of 29<br>precision=36.50",
          "random selected 10 positives out of 30<br>precision=36.50",
          "random selected 11 positives out of 31<br>precision=36.50",
          "random selected 11 positives out of 32<br>precision=36.50",
          "random selected 12 positives out of 33<br>precision=36.50",
          "random selected 12 positives out of 34<br>precision=36.50",
          "random selected 12 positives out of 35<br>precision=36.50",
          "random selected 13 positives out of 36<br>precision=36.50",
          "random selected 13 positives out of 37<br>precision=36.50",
          "random selected 13 positives out of 38<br>precision=36.50",
          "random selected 14 positives out of 39<br>precision=36.50",
          "random selected 14 positives out of 40<br>precision=36.50",
          "random selected 14 positives out of 41<br>precision=36.50",
          "random selected 15 positives out of 42<br>precision=36.50",
          "random selected 15 positives out of 43<br>precision=36.50",
          "random selected 16 positives out of 44<br>precision=36.50",
          "random selected 16 positives out of 45<br>precision=36.50",
          "random selected 16 positives out of 46<br>precision=36.50",
          "random selected 17 positives out of 47<br>precision=36.50",
          "random selected 17 positives out of 48<br>precision=36.50",
          "random selected 17 positives out of 49<br>precision=36.50",
          "random selected 18 positives out of 50<br>precision=36.50",
          "random selected 18 positives out of 51<br>precision=36.50",
          "random selected 18 positives out of 52<br>precision=36.50",
          "random selected 19 positives out of 53<br>precision=36.50",
          "random selected 19 positives out of 54<br>precision=36.50",
          "random selected 20 positives out of 55<br>precision=36.50",
          "random selected 20 positives out of 56<br>precision=36.50",
          "random selected 20 positives out of 57<br>precision=36.50",
          "random selected 21 positives out of 58<br>precision=36.50",
          "random selected 21 positives out of 59<br>precision=36.50",
          "random selected 21 positives out of 60<br>precision=36.50",
          "random selected 22 positives out of 61<br>precision=36.50",
          "random selected 22 positives out of 62<br>precision=36.50",
          "random selected 22 positives out of 63<br>precision=36.50",
          "random selected 23 positives out of 64<br>precision=36.50",
          "random selected 23 positives out of 65<br>precision=36.50",
          "random selected 24 positives out of 66<br>precision=36.50",
          "random selected 24 positives out of 67<br>precision=36.50",
          "random selected 24 positives out of 68<br>precision=36.50",
          "random selected 25 positives out of 69<br>precision=36.50",
          "random selected 25 positives out of 70<br>precision=36.50",
          "random selected 25 positives out of 71<br>precision=36.50",
          "random selected 26 positives out of 72<br>precision=36.50",
          "random selected 26 positives out of 73<br>precision=36.50",
          "random selected 27 positives out of 74<br>precision=36.50",
          "random selected 27 positives out of 75<br>precision=36.50",
          "random selected 27 positives out of 76<br>precision=36.50",
          "random selected 28 positives out of 77<br>precision=36.50",
          "random selected 28 positives out of 78<br>precision=36.50",
          "random selected 28 positives out of 79<br>precision=36.50",
          "random selected 29 positives out of 80<br>precision=36.50",
          "random selected 29 positives out of 81<br>precision=36.50",
          "random selected 29 positives out of 82<br>precision=36.50",
          "random selected 30 positives out of 83<br>precision=36.50",
          "random selected 30 positives out of 84<br>precision=36.50",
          "random selected 31 positives out of 85<br>precision=36.50",
          "random selected 31 positives out of 86<br>precision=36.50",
          "random selected 31 positives out of 87<br>precision=36.50",
          "random selected 32 positives out of 88<br>precision=36.50",
          "random selected 32 positives out of 89<br>precision=36.50",
          "random selected 32 positives out of 90<br>precision=36.50",
          "random selected 33 positives out of 91<br>precision=36.50",
          "random selected 33 positives out of 92<br>precision=36.50",
          "random selected 33 positives out of 93<br>precision=36.50",
          "random selected 34 positives out of 94<br>precision=36.50",
          "random selected 34 positives out of 95<br>precision=36.50",
          "random selected 35 positives out of 96<br>precision=36.50",
          "random selected 35 positives out of 97<br>precision=36.50",
          "random selected 35 positives out of 98<br>precision=36.50",
          "random selected 36 positives out of 99<br>precision=36.50",
          "random selected 36 positives out of 100<br>precision=36.50",
          "random selected 36 positives out of 101<br>precision=36.50",
          "random selected 37 positives out of 102<br>precision=36.50",
          "random selected 37 positives out of 103<br>precision=36.50",
          "random selected 37 positives out of 104<br>precision=36.50",
          "random selected 38 positives out of 105<br>precision=36.50",
          "random selected 38 positives out of 106<br>precision=36.50",
          "random selected 39 positives out of 107<br>precision=36.50",
          "random selected 39 positives out of 108<br>precision=36.50",
          "random selected 39 positives out of 109<br>precision=36.50",
          "random selected 40 positives out of 110<br>precision=36.50",
          "random selected 40 positives out of 111<br>precision=36.50",
          "random selected 40 positives out of 112<br>precision=36.50",
          "random selected 41 positives out of 113<br>precision=36.50",
          "random selected 41 positives out of 114<br>precision=36.50",
          "random selected 41 positives out of 115<br>precision=36.50",
          "random selected 42 positives out of 116<br>precision=36.50",
          "random selected 42 positives out of 117<br>precision=36.50",
          "random selected 43 positives out of 118<br>precision=36.50",
          "random selected 43 positives out of 119<br>precision=36.50",
          "random selected 43 positives out of 120<br>precision=36.50",
          "random selected 44 positives out of 121<br>precision=36.50",
          "random selected 44 positives out of 122<br>precision=36.50",
          "random selected 44 positives out of 123<br>precision=36.50",
          "random selected 45 positives out of 124<br>precision=36.50",
          "random selected 45 positives out of 125<br>precision=36.50",
          "random selected 45 positives out of 126<br>precision=36.50",
          "random selected 46 positives out of 127<br>precision=36.50",
          "random selected 46 positives out of 128<br>precision=36.50",
          "random selected 47 positives out of 129<br>precision=36.50",
          "random selected 47 positives out of 130<br>precision=36.50",
          "random selected 47 positives out of 131<br>precision=36.50",
          "random selected 48 positives out of 132<br>precision=36.50",
          "random selected 48 positives out of 133<br>precision=36.50",
          "random selected 48 positives out of 134<br>precision=36.50",
          "random selected 49 positives out of 135<br>precision=36.50",
          "random selected 49 positives out of 136<br>precision=36.50",
          "random selected 50 positives out of 137<br>precision=36.50",
          "random selected 50 positives out of 138<br>precision=36.50",
          "random selected 50 positives out of 139<br>precision=36.50",
          "random selected 51 positives out of 140<br>precision=36.50",
          "random selected 51 positives out of 141<br>precision=36.50",
          "random selected 51 positives out of 142<br>precision=36.50",
          "random selected 52 positives out of 143<br>precision=36.50",
          "random selected 52 positives out of 144<br>precision=36.50",
          "random selected 52 positives out of 145<br>precision=36.50",
          "random selected 53 positives out of 146<br>precision=36.50",
          "random selected 53 positives out of 147<br>precision=36.50",
          "random selected 54 positives out of 148<br>precision=36.50",
          "random selected 54 positives out of 149<br>precision=36.50",
          "random selected 54 positives out of 150<br>precision=36.50",
          "random selected 55 positives out of 151<br>precision=36.50",
          "random selected 55 positives out of 152<br>precision=36.50",
          "random selected 55 positives out of 153<br>precision=36.50",
          "random selected 56 positives out of 154<br>precision=36.50",
          "random selected 56 positives out of 155<br>precision=36.50",
          "random selected 56 positives out of 156<br>precision=36.50",
          "random selected 57 positives out of 157<br>precision=36.50",
          "random selected 57 positives out of 158<br>precision=36.50",
          "random selected 58 positives out of 159<br>precision=36.50",
          "random selected 58 positives out of 160<br>precision=36.50",
          "random selected 58 positives out of 161<br>precision=36.50",
          "random selected 59 positives out of 162<br>precision=36.50",
          "random selected 59 positives out of 163<br>precision=36.50",
          "random selected 59 positives out of 164<br>precision=36.50",
          "random selected 60 positives out of 165<br>precision=36.50",
          "random selected 60 positives out of 166<br>precision=36.50",
          "random selected 60 positives out of 167<br>precision=36.50",
          "random selected 61 positives out of 168<br>precision=36.50",
          "random selected 61 positives out of 169<br>precision=36.50",
          "random selected 62 positives out of 170<br>precision=36.50",
          "random selected 62 positives out of 171<br>precision=36.50",
          "random selected 62 positives out of 172<br>precision=36.50",
          "random selected 63 positives out of 173<br>precision=36.50",
          "random selected 63 positives out of 174<br>precision=36.50",
          "random selected 63 positives out of 175<br>precision=36.50",
          "random selected 64 positives out of 176<br>precision=36.50",
          "random selected 64 positives out of 177<br>precision=36.50",
          "random selected 64 positives out of 178<br>precision=36.50",
          "random selected 65 positives out of 179<br>precision=36.50",
          "random selected 65 positives out of 180<br>precision=36.50",
          "random selected 66 positives out of 181<br>precision=36.50",
          "random selected 66 positives out of 182<br>precision=36.50",
          "random selected 66 positives out of 183<br>precision=36.50",
          "random selected 67 positives out of 184<br>precision=36.50",
          "random selected 67 positives out of 185<br>precision=36.50",
          "random selected 67 positives out of 186<br>precision=36.50",
          "random selected 68 positives out of 187<br>precision=36.50",
          "random selected 68 positives out of 188<br>precision=36.50",
          "random selected 68 positives out of 189<br>precision=36.50",
          "random selected 69 positives out of 190<br>precision=36.50",
          "random selected 69 positives out of 191<br>precision=36.50",
          "random selected 70 positives out of 192<br>precision=36.50",
          "random selected 70 positives out of 193<br>precision=36.50",
          "random selected 70 positives out of 194<br>precision=36.50",
          "random selected 71 positives out of 195<br>precision=36.50",
          "random selected 71 positives out of 196<br>precision=36.50",
          "random selected 71 positives out of 197<br>precision=36.50",
          "random selected 72 positives out of 198<br>precision=36.50",
          "random selected 72 positives out of 199<br>precision=36.50",
          "random selected 73 positives out of 200<br>precision=36.50"
         ],
         "type": "scatter",
         "x": [
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        }
       ],
       "layout": {
        "hovermode": "x",
        "legend": {
         "x": 0.1,
         "xanchor": "center",
         "y": 0.9
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        "plot_bgcolor": "#fff",
        "template": {
         "data": {
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        "title": {
         "font": {
          "size": 18
         },
         "text": "Lift curve",
         "x": 0.5
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        "xaxis": {
         "range": [
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         ],
         "spikemode": "across",
         "title": {
          "text": "Number sampled"
         }
        },
        "yaxis": {
         "title": {
          "text": "Number of positives"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"5c0b2f4e-2024-46b4-8d1c-941a043886df\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"5c0b2f4e-2024-46b4-8d1c-941a043886df\")) {                    Plotly.newPlot(                        \"5c0b2f4e-2024-46b4-8d1c-941a043886df\",                        [{\"name\": \"perfect\", \"type\": \"scatter\", \"x\": [0.0, 73.0, 200], \"y\": [0.0, 73.0, 73.0]}, {\"hoverinfo\": \"text\", \"name\": \"model\", \"text\": [\"model selected 1 positives out of 1<br>precision=100.00<br>lift=2.74\", \"model selected 2 positives out of 2<br>precision=100.00<br>lift=2.74\", \"model selected 3 positives out of 3<br>precision=100.00<br>lift=2.74\", \"model selected 4 positives out of 4<br>precision=100.00<br>lift=2.74\", \"model selected 5 positives out of 5<br>precision=100.00<br>lift=2.74\", \"model selected 6 positives out of 6<br>precision=100.00<br>lift=2.74\", \"model selected 7 positives out of 7<br>precision=100.00<br>lift=2.74\", \"model selected 8 positives out of 8<br>precision=100.00<br>lift=2.74\", \"model selected 9 positives out of 9<br>precision=100.00<br>lift=2.74\", \"model selected 10 positives out of 10<br>precision=100.00<br>lift=2.74\", \"model selected 11 positives out of 11<br>precision=100.00<br>lift=2.74\", \"model selected 12 positives out of 12<br>precision=100.00<br>lift=2.74\", \"model selected 13 positives out of 13<br>precision=100.00<br>lift=2.74\", \"model selected 14 positives out of 14<br>precision=100.00<br>lift=2.74\", \"model selected 15 positives out of 15<br>precision=100.00<br>lift=2.74\", \"model selected 16 positives out of 16<br>precision=100.00<br>lift=2.74\", \"model selected 17 positives out of 17<br>precision=100.00<br>lift=2.74\", \"model selected 18 positives out of 18<br>precision=100.00<br>lift=2.74\", \"model selected 19 positives out of 19<br>precision=100.00<br>lift=2.74\", \"model selected 20 positives out of 20<br>precision=100.00<br>lift=2.74\", \"model selected 21 positives out of 21<br>precision=100.00<br>lift=2.74\", \"model selected 22 positives out of 22<br>precision=100.00<br>lift=2.74\", \"model selected 23 positives out of 23<br>precision=100.00<br>lift=2.74\", \"model selected 24 positives out of 24<br>precision=100.00<br>lift=2.74\", \"model selected 25 positives out of 25<br>precision=100.00<br>lift=2.74\", \"model selected 26 positives out of 26<br>precision=100.00<br>lift=2.74\", \"model selected 27 positives out of 27<br>precision=100.00<br>lift=2.74\", \"model selected 28 positives out of 28<br>precision=100.00<br>lift=2.74\", \"model selected 29 positives out of 29<br>precision=100.00<br>lift=2.74\", \"model selected 30 positives out of 30<br>precision=100.00<br>lift=2.74\", \"model selected 30 positives out of 31<br>precision=96.77<br>lift=2.65\", \"model selected 31 positives out of 32<br>precision=96.88<br>lift=2.65\", \"model selected 32 positives out of 33<br>precision=96.97<br>lift=2.66\", \"model selected 33 positives out of 34<br>precision=97.06<br>lift=2.66\", \"model selected 34 positives out of 35<br>precision=97.14<br>lift=2.66\", \"model selected 34 positives out of 36<br>precision=94.44<br>lift=2.59\", \"model selected 35 positives out of 37<br>precision=94.59<br>lift=2.59\", \"model selected 36 positives out of 38<br>precision=94.74<br>lift=2.60\", \"model selected 37 positives out of 39<br>precision=94.87<br>lift=2.60\", \"model selected 38 positives out of 40<br>precision=95.00<br>lift=2.60\", \"model selected 39 positives out of 41<br>precision=95.12<br>lift=2.61\", \"model selected 40 positives out of 42<br>precision=95.24<br>lift=2.61\", \"model selected 41 positives out of 43<br>precision=95.35<br>lift=2.61\", \"model selected 41 positives out of 44<br>precision=93.18<br>lift=2.55\", \"model selected 41 positives out of 45<br>precision=91.11<br>lift=2.50\", \"model selected 41 positives out of 46<br>precision=89.13<br>lift=2.44\", \"model selected 41 positives out of 47<br>precision=87.23<br>lift=2.39\", \"model selected 42 positives out of 48<br>precision=87.50<br>lift=2.40\", \"model selected 42 positives out of 49<br>precision=85.71<br>lift=2.35\", \"model selected 42 positives out of 50<br>precision=84.00<br>lift=2.30\", \"model selected 42 positives out of 51<br>precision=82.35<br>lift=2.26\", \"model selected 43 positives out of 52<br>precision=82.69<br>lift=2.27\", \"model selected 44 positives out of 53<br>precision=83.02<br>lift=2.27\", \"model selected 45 positives out of 54<br>precision=83.33<br>lift=2.28\", \"model selected 45 positives out of 55<br>precision=81.82<br>lift=2.24\", \"model selected 46 positives out of 56<br>precision=82.14<br>lift=2.25\", \"model selected 46 positives out of 57<br>precision=80.70<br>lift=2.21\", \"model selected 47 positives out of 58<br>precision=81.03<br>lift=2.22\", \"model selected 47 positives out of 59<br>precision=79.66<br>lift=2.18\", \"model selected 47 positives out of 60<br>precision=78.33<br>lift=2.15\", \"model selected 48 positives out of 61<br>precision=78.69<br>lift=2.16\", \"model selected 49 positives out of 62<br>precision=79.03<br>lift=2.17\", \"model selected 50 positives out of 63<br>precision=79.37<br>lift=2.17\", \"model selected 51 positives out of 64<br>precision=79.69<br>lift=2.18\", \"model selected 51 positives out of 65<br>precision=78.46<br>lift=2.15\", \"model selected 51 positives out of 66<br>precision=77.27<br>lift=2.12\", \"model selected 52 positives out of 67<br>precision=77.61<br>lift=2.13\", \"model selected 52 positives out of 68<br>precision=76.47<br>lift=2.10\", \"model selected 52 positives out of 69<br>precision=75.36<br>lift=2.06\", \"model selected 53 positives out of 70<br>precision=75.71<br>lift=2.07\", \"model selected 53 positives out of 71<br>precision=74.65<br>lift=2.05\", \"model selected 54 positives out of 72<br>precision=75.00<br>lift=2.05\", \"model selected 54 positives out of 73<br>precision=73.97<br>lift=2.03\", \"model selected 54 positives out of 74<br>precision=72.97<br>lift=2.00\", \"model selected 55 positives out of 75<br>precision=73.33<br>lift=2.01\", \"model selected 55 positives out of 76<br>precision=72.37<br>lift=1.98\", \"model selected 55 positives out of 77<br>precision=71.43<br>lift=1.96\", \"model selected 55 positives out of 78<br>precision=70.51<br>lift=1.93\", \"model selected 55 positives out of 79<br>precision=69.62<br>lift=1.91\", \"model selected 56 positives out of 80<br>precision=70.00<br>lift=1.92\", \"model selected 56 positives out of 81<br>precision=69.14<br>lift=1.89\", \"model selected 57 positives out of 82<br>precision=69.51<br>lift=1.90\", \"model selected 57 positives out of 83<br>precision=68.67<br>lift=1.88\", \"model selected 57 positives out of 84<br>precision=67.86<br>lift=1.86\", \"model selected 58 positives out of 85<br>precision=68.24<br>lift=1.87\", \"model selected 59 positives out of 86<br>precision=68.60<br>lift=1.88\", \"model selected 59 positives out of 87<br>precision=67.82<br>lift=1.86\", \"model selected 59 positives out of 88<br>precision=67.05<br>lift=1.84\", \"model selected 60 positives out of 89<br>precision=67.42<br>lift=1.85\", \"model selected 61 positives out of 90<br>precision=67.78<br>lift=1.86\", \"model selected 62 positives out of 91<br>precision=68.13<br>lift=1.87\", \"model selected 62 positives out of 92<br>precision=67.39<br>lift=1.85\", \"model selected 62 positives out of 93<br>precision=66.67<br>lift=1.83\", \"model selected 62 positives out of 94<br>precision=65.96<br>lift=1.81\", \"model selected 63 positives out of 95<br>precision=66.32<br>lift=1.82\", \"model selected 64 positives out of 96<br>precision=66.67<br>lift=1.83\", \"model selected 64 positives out of 97<br>precision=65.98<br>lift=1.81\", \"model selected 65 positives out of 98<br>precision=66.33<br>lift=1.82\", \"model selected 65 positives out of 99<br>precision=65.66<br>lift=1.80\", \"model selected 66 positives out of 100<br>precision=66.00<br>lift=1.81\", \"model selected 66 positives out of 101<br>precision=65.35<br>lift=1.79\", \"model selected 67 positives out of 102<br>precision=65.69<br>lift=1.80\", \"model selected 67 positives out of 103<br>precision=65.05<br>lift=1.78\", \"model selected 67 positives out of 104<br>precision=64.42<br>lift=1.77\", \"model selected 67 positives out of 105<br>precision=63.81<br>lift=1.75\", \"model selected 68 positives out of 106<br>precision=64.15<br>lift=1.76\", \"model selected 68 positives out of 107<br>precision=63.55<br>lift=1.74\", \"model selected 68 positives out of 108<br>precision=62.96<br>lift=1.73\", \"model selected 68 positives out of 109<br>precision=62.39<br>lift=1.71\", \"model selected 68 positives out of 110<br>precision=61.82<br>lift=1.69\", \"model selected 68 positives out of 111<br>precision=61.26<br>lift=1.68\", \"model selected 68 positives out of 112<br>precision=60.71<br>lift=1.66\", \"model selected 68 positives out of 113<br>precision=60.18<br>lift=1.65\", \"model selected 68 positives out of 114<br>precision=59.65<br>lift=1.63\", \"model selected 68 positives out of 115<br>precision=59.13<br>lift=1.62\", \"model selected 68 positives out of 116<br>precision=58.62<br>lift=1.61\", \"model selected 68 positives out of 117<br>precision=58.12<br>lift=1.59\", \"model selected 68 positives out of 118<br>precision=57.63<br>lift=1.58\", \"model selected 69 positives out of 119<br>precision=57.98<br>lift=1.59\", \"model selected 69 positives out of 120<br>precision=57.50<br>lift=1.58\", \"model selected 69 positives out of 121<br>precision=57.02<br>lift=1.56\", \"model selected 69 positives out of 122<br>precision=56.56<br>lift=1.55\", \"model selected 69 positives out of 123<br>precision=56.10<br>lift=1.54\", \"model selected 69 positives out of 124<br>precision=55.65<br>lift=1.52\", \"model selected 69 positives out of 125<br>precision=55.20<br>lift=1.51\", \"model selected 69 positives out of 126<br>precision=54.76<br>lift=1.50\", \"model selected 69 positives out of 127<br>precision=54.33<br>lift=1.49\", \"model selected 69 positives out of 128<br>precision=53.91<br>lift=1.48\", \"model selected 69 positives out of 129<br>precision=53.49<br>lift=1.47\", \"model selected 69 positives out of 130<br>precision=53.08<br>lift=1.45\", \"model selected 69 positives out of 131<br>precision=52.67<br>lift=1.44\", \"model selected 69 positives out of 132<br>precision=52.27<br>lift=1.43\", \"model selected 69 positives out of 133<br>precision=51.88<br>lift=1.42\", \"model selected 69 positives out of 134<br>precision=51.49<br>lift=1.41\", \"model selected 69 positives out of 135<br>precision=51.11<br>lift=1.40\", \"model selected 69 positives out of 136<br>precision=50.74<br>lift=1.39\", \"model selected 69 positives out of 137<br>precision=50.36<br>lift=1.38\", \"model selected 69 positives out of 138<br>precision=50.00<br>lift=1.37\", \"model selected 69 positives out of 139<br>precision=49.64<br>lift=1.36\", \"model selected 69 positives out of 140<br>precision=49.29<br>lift=1.35\", \"model selected 69 positives out of 141<br>precision=48.94<br>lift=1.34\", \"model selected 69 positives out of 142<br>precision=48.59<br>lift=1.33\", \"model selected 69 positives out of 143<br>precision=48.25<br>lift=1.32\", \"model selected 69 positives out of 144<br>precision=47.92<br>lift=1.31\", \"model selected 70 positives out of 145<br>precision=48.28<br>lift=1.32\", \"model selected 70 positives out of 146<br>precision=47.95<br>lift=1.31\", \"model selected 70 positives out of 147<br>precision=47.62<br>lift=1.30\", \"model selected 70 positives out of 148<br>precision=47.30<br>lift=1.30\", \"model selected 70 positives out of 149<br>precision=46.98<br>lift=1.29\", \"model selected 70 positives out of 150<br>precision=46.67<br>lift=1.28\", \"model selected 70 positives out of 151<br>precision=46.36<br>lift=1.27\", \"model selected 70 positives out of 152<br>precision=46.05<br>lift=1.26\", \"model selected 70 positives out of 153<br>precision=45.75<br>lift=1.25\", \"model selected 70 positives out of 154<br>precision=45.45<br>lift=1.25\", \"model selected 71 positives out of 155<br>precision=45.81<br>lift=1.25\", \"model selected 71 positives out of 156<br>precision=45.51<br>lift=1.25\", \"model selected 71 positives out of 157<br>precision=45.22<br>lift=1.24\", \"model selected 71 positives out of 158<br>precision=44.94<br>lift=1.23\", \"model selected 71 positives out of 159<br>precision=44.65<br>lift=1.22\", \"model selected 71 positives out of 160<br>precision=44.38<br>lift=1.22\", \"model selected 71 positives out of 161<br>precision=44.10<br>lift=1.21\", \"model selected 71 positives out of 162<br>precision=43.83<br>lift=1.20\", \"model selected 71 positives out of 163<br>precision=43.56<br>lift=1.19\", \"model selected 71 positives out of 164<br>precision=43.29<br>lift=1.19\", \"model selected 71 positives out of 165<br>precision=43.03<br>lift=1.18\", \"model selected 71 positives out of 166<br>precision=42.77<br>lift=1.17\", \"model selected 71 positives out of 167<br>precision=42.51<br>lift=1.16\", \"model selected 71 positives out of 168<br>precision=42.26<br>lift=1.16\", \"model selected 71 positives out of 169<br>precision=42.01<br>lift=1.15\", \"model selected 71 positives out of 170<br>precision=41.76<br>lift=1.14\", \"model selected 71 positives out of 171<br>precision=41.52<br>lift=1.14\", \"model selected 71 positives out of 172<br>precision=41.28<br>lift=1.13\", \"model selected 71 positives out of 173<br>precision=41.04<br>lift=1.12\", \"model selected 71 positives out of 174<br>precision=40.80<br>lift=1.12\", \"model selected 71 positives out of 175<br>precision=40.57<br>lift=1.11\", \"model selected 71 positives out of 176<br>precision=40.34<br>lift=1.11\", \"model selected 71 positives out of 177<br>precision=40.11<br>lift=1.10\", \"model selected 71 positives out of 178<br>precision=39.89<br>lift=1.09\", \"model selected 71 positives out of 179<br>precision=39.66<br>lift=1.09\", \"model selected 71 positives out of 180<br>precision=39.44<br>lift=1.08\", \"model selected 72 positives out of 181<br>precision=39.78<br>lift=1.09\", \"model selected 72 positives out of 182<br>precision=39.56<br>lift=1.08\", \"model selected 72 positives out of 183<br>precision=39.34<br>lift=1.08\", \"model selected 72 positives out of 184<br>precision=39.13<br>lift=1.07\", \"model selected 72 positives out of 185<br>precision=38.92<br>lift=1.07\", \"model selected 72 positives out of 186<br>precision=38.71<br>lift=1.06\", \"model selected 72 positives out of 187<br>precision=38.50<br>lift=1.05\", \"model selected 72 positives out of 188<br>precision=38.30<br>lift=1.05\", \"model selected 72 positives out of 189<br>precision=38.10<br>lift=1.04\", \"model selected 72 positives out of 190<br>precision=37.89<br>lift=1.04\", \"model selected 72 positives out of 191<br>precision=37.70<br>lift=1.03\", \"model selected 72 positives out of 192<br>precision=37.50<br>lift=1.03\", \"model selected 72 positives out of 193<br>precision=37.31<br>lift=1.02\", \"model selected 72 positives out of 194<br>precision=37.11<br>lift=1.02\", \"model selected 72 positives out of 195<br>precision=36.92<br>lift=1.01\", \"model selected 73 positives out of 196<br>precision=37.24<br>lift=1.02\", \"model selected 73 positives out of 197<br>precision=37.06<br>lift=1.02\", \"model selected 73 positives out of 198<br>precision=36.87<br>lift=1.01\", \"model selected 73 positives out of 199<br>precision=36.68<br>lift=1.01\", \"model selected 73 positives out of 200<br>precision=36.50<br>lift=1.00\"], \"type\": \"scatter\", \"x\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200], \"y\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 30, 31, 32, 33, 34, 34, 35, 36, 37, 38, 39, 40, 41, 41, 41, 41, 41, 42, 42, 42, 42, 43, 44, 45, 45, 46, 46, 47, 47, 47, 48, 49, 50, 51, 51, 51, 52, 52, 52, 53, 53, 54, 54, 54, 55, 55, 55, 55, 55, 56, 56, 57, 57, 57, 58, 59, 59, 59, 60, 61, 62, 62, 62, 62, 63, 64, 64, 65, 65, 66, 66, 67, 67, 67, 67, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 68, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 69, 70, 70, 70, 70, 70, 70, 70, 70, 70, 70, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 71, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 72, 73, 73, 73, 73, 73]}, {\"hoverinfo\": \"text\", \"name\": \"random\", \"text\": [\"random selected 0 positives out of 1<br>precision=36.50\", \"random selected 0 positives out of 2<br>precision=36.50\", \"random selected 1 positives out of 3<br>precision=36.50\", \"random selected 1 positives out of 4<br>precision=36.50\", \"random selected 1 positives out of 5<br>precision=36.50\", \"random selected 2 positives out of 6<br>precision=36.50\", \"random selected 2 positives out of 7<br>precision=36.50\", \"random selected 2 positives out of 8<br>precision=36.50\", \"random selected 3 positives out of 9<br>precision=36.50\", \"random selected 3 positives out of 10<br>precision=36.50\", \"random selected 4 positives out of 11<br>precision=36.50\", \"random selected 4 positives out of 12<br>precision=36.50\", \"random selected 4 positives out of 13<br>precision=36.50\", \"random selected 5 positives out of 14<br>precision=36.50\", \"random selected 5 positives out of 15<br>precision=36.50\", \"random selected 5 positives out of 16<br>precision=36.50\", \"random selected 6 positives out of 17<br>precision=36.50\", \"random selected 6 positives out of 18<br>precision=36.50\", \"random selected 6 positives out of 19<br>precision=36.50\", \"random selected 7 positives out of 20<br>precision=36.50\", \"random selected 7 positives out of 21<br>precision=36.50\", \"random selected 8 positives out of 22<br>precision=36.50\", \"random selected 8 positives out of 23<br>precision=36.50\", \"random selected 8 positives out of 24<br>precision=36.50\", \"random selected 9 positives out of 25<br>precision=36.50\", \"random selected 9 positives out of 26<br>precision=36.50\", \"random selected 9 positives out of 27<br>precision=36.50\", \"random selected 10 positives out of 28<br>precision=36.50\", \"random selected 10 positives out of 29<br>precision=36.50\", \"random selected 10 positives out of 30<br>precision=36.50\", \"random selected 11 positives out of 31<br>precision=36.50\", \"random selected 11 positives out of 32<br>precision=36.50\", \"random selected 12 positives out of 33<br>precision=36.50\", \"random selected 12 positives out of 34<br>precision=36.50\", \"random selected 12 positives out of 35<br>precision=36.50\", \"random selected 13 positives out of 36<br>precision=36.50\", \"random selected 13 positives out of 37<br>precision=36.50\", \"random selected 13 positives out of 38<br>precision=36.50\", \"random selected 14 positives out of 39<br>precision=36.50\", \"random selected 14 positives out of 40<br>precision=36.50\", \"random selected 14 positives out of 41<br>precision=36.50\", \"random selected 15 positives out of 42<br>precision=36.50\", \"random selected 15 positives out of 43<br>precision=36.50\", \"random selected 16 positives out of 44<br>precision=36.50\", \"random selected 16 positives out of 45<br>precision=36.50\", \"random selected 16 positives out of 46<br>precision=36.50\", \"random selected 17 positives out of 47<br>precision=36.50\", \"random selected 17 positives out of 48<br>precision=36.50\", \"random selected 17 positives out of 49<br>precision=36.50\", \"random selected 18 positives out of 50<br>precision=36.50\", \"random selected 18 positives out of 51<br>precision=36.50\", \"random selected 18 positives out of 52<br>precision=36.50\", \"random selected 19 positives out of 53<br>precision=36.50\", \"random selected 19 positives out of 54<br>precision=36.50\", \"random selected 20 positives out of 55<br>precision=36.50\", \"random selected 20 positives out of 56<br>precision=36.50\", \"random selected 20 positives out of 57<br>precision=36.50\", \"random selected 21 positives out of 58<br>precision=36.50\", \"random selected 21 positives out of 59<br>precision=36.50\", \"random selected 21 positives out of 60<br>precision=36.50\", \"random selected 22 positives out of 61<br>precision=36.50\", \"random selected 22 positives out of 62<br>precision=36.50\", \"random selected 22 positives out of 63<br>precision=36.50\", \"random selected 23 positives out of 64<br>precision=36.50\", \"random selected 23 positives out of 65<br>precision=36.50\", \"random selected 24 positives out of 66<br>precision=36.50\", \"random selected 24 positives out of 67<br>precision=36.50\", \"random selected 24 positives out of 68<br>precision=36.50\", \"random selected 25 positives out of 69<br>precision=36.50\", \"random selected 25 positives out of 70<br>precision=36.50\", \"random selected 25 positives out of 71<br>precision=36.50\", \"random selected 26 positives out of 72<br>precision=36.50\", \"random selected 26 positives out of 73<br>precision=36.50\", \"random selected 27 positives out of 74<br>precision=36.50\", \"random selected 27 positives out of 75<br>precision=36.50\", \"random selected 27 positives out of 76<br>precision=36.50\", \"random selected 28 positives out of 77<br>precision=36.50\", \"random selected 28 positives out of 78<br>precision=36.50\", \"random selected 28 positives out of 79<br>precision=36.50\", \"random selected 29 positives out of 80<br>precision=36.50\", \"random selected 29 positives out of 81<br>precision=36.50\", \"random selected 29 positives out of 82<br>precision=36.50\", \"random selected 30 positives out of 83<br>precision=36.50\", \"random selected 30 positives out of 84<br>precision=36.50\", \"random selected 31 positives out of 85<br>precision=36.50\", \"random selected 31 positives out of 86<br>precision=36.50\", \"random selected 31 positives out of 87<br>precision=36.50\", \"random selected 32 positives out of 88<br>precision=36.50\", \"random selected 32 positives out of 89<br>precision=36.50\", \"random selected 32 positives out of 90<br>precision=36.50\", \"random selected 33 positives out of 91<br>precision=36.50\", \"random selected 33 positives out of 92<br>precision=36.50\", \"random selected 33 positives out of 93<br>precision=36.50\", \"random selected 34 positives out of 94<br>precision=36.50\", \"random selected 34 positives out of 95<br>precision=36.50\", \"random selected 35 positives out of 96<br>precision=36.50\", \"random selected 35 positives out of 97<br>precision=36.50\", \"random selected 35 positives out of 98<br>precision=36.50\", \"random selected 36 positives out of 99<br>precision=36.50\", \"random selected 36 positives out of 100<br>precision=36.50\", \"random selected 36 positives out of 101<br>precision=36.50\", \"random selected 37 positives out of 102<br>precision=36.50\", \"random selected 37 positives out of 103<br>precision=36.50\", \"random selected 37 positives out of 104<br>precision=36.50\", \"random selected 38 positives out of 105<br>precision=36.50\", \"random selected 38 positives out of 106<br>precision=36.50\", \"random selected 39 positives out of 107<br>precision=36.50\", \"random selected 39 positives out of 108<br>precision=36.50\", \"random selected 39 positives out of 109<br>precision=36.50\", \"random selected 40 positives out of 110<br>precision=36.50\", \"random selected 40 positives out of 111<br>precision=36.50\", \"random selected 40 positives out of 112<br>precision=36.50\", \"random selected 41 positives out of 113<br>precision=36.50\", \"random selected 41 positives out of 114<br>precision=36.50\", \"random selected 41 positives out of 115<br>precision=36.50\", \"random selected 42 positives out of 116<br>precision=36.50\", \"random selected 42 positives out of 117<br>precision=36.50\", \"random selected 43 positives out of 118<br>precision=36.50\", \"random selected 43 positives out of 119<br>precision=36.50\", \"random selected 43 positives out of 120<br>precision=36.50\", \"random selected 44 positives out of 121<br>precision=36.50\", \"random selected 44 positives out of 122<br>precision=36.50\", \"random selected 44 positives out of 123<br>precision=36.50\", \"random selected 45 positives out of 124<br>precision=36.50\", \"random selected 45 positives out of 125<br>precision=36.50\", \"random selected 45 positives out of 126<br>precision=36.50\", \"random selected 46 positives out of 127<br>precision=36.50\", \"random selected 46 positives out of 128<br>precision=36.50\", \"random selected 47 positives out of 129<br>precision=36.50\", \"random selected 47 positives out of 130<br>precision=36.50\", \"random selected 47 positives out of 131<br>precision=36.50\", \"random selected 48 positives out of 132<br>precision=36.50\", \"random selected 48 positives out of 133<br>precision=36.50\", \"random selected 48 positives out of 134<br>precision=36.50\", \"random selected 49 positives out of 135<br>precision=36.50\", \"random selected 49 positives out of 136<br>precision=36.50\", \"random selected 50 positives out of 137<br>precision=36.50\", \"random selected 50 positives out of 138<br>precision=36.50\", \"random selected 50 positives out of 139<br>precision=36.50\", \"random selected 51 positives out of 140<br>precision=36.50\", \"random selected 51 positives out of 141<br>precision=36.50\", \"random selected 51 positives out of 142<br>precision=36.50\", \"random selected 52 positives out of 143<br>precision=36.50\", \"random selected 52 positives out of 144<br>precision=36.50\", \"random selected 52 positives out of 145<br>precision=36.50\", \"random selected 53 positives out of 146<br>precision=36.50\", \"random selected 53 positives out of 147<br>precision=36.50\", \"random selected 54 positives out of 148<br>precision=36.50\", \"random selected 54 positives out of 149<br>precision=36.50\", \"random selected 54 positives out of 150<br>precision=36.50\", \"random selected 55 positives out of 151<br>precision=36.50\", \"random selected 55 positives out of 152<br>precision=36.50\", \"random selected 55 positives out of 153<br>precision=36.50\", \"random selected 56 positives out of 154<br>precision=36.50\", \"random selected 56 positives out of 155<br>precision=36.50\", \"random selected 56 positives out of 156<br>precision=36.50\", \"random selected 57 positives out of 157<br>precision=36.50\", \"random selected 57 positives out of 158<br>precision=36.50\", \"random selected 58 positives out of 159<br>precision=36.50\", \"random selected 58 positives out of 160<br>precision=36.50\", \"random selected 58 positives out of 161<br>precision=36.50\", \"random selected 59 positives out of 162<br>precision=36.50\", \"random selected 59 positives out of 163<br>precision=36.50\", \"random selected 59 positives out of 164<br>precision=36.50\", \"random selected 60 positives out of 165<br>precision=36.50\", \"random selected 60 positives out of 166<br>precision=36.50\", \"random selected 60 positives out of 167<br>precision=36.50\", \"random selected 61 positives out of 168<br>precision=36.50\", \"random selected 61 positives out of 169<br>precision=36.50\", \"random selected 62 positives out of 170<br>precision=36.50\", \"random selected 62 positives out of 171<br>precision=36.50\", \"random selected 62 positives out of 172<br>precision=36.50\", \"random selected 63 positives out of 173<br>precision=36.50\", \"random selected 63 positives out of 174<br>precision=36.50\", \"random selected 63 positives out of 175<br>precision=36.50\", \"random selected 64 positives out of 176<br>precision=36.50\", \"random selected 64 positives out of 177<br>precision=36.50\", \"random selected 64 positives out of 178<br>precision=36.50\", \"random selected 65 positives out of 179<br>precision=36.50\", \"random selected 65 positives out of 180<br>precision=36.50\", \"random selected 66 positives out of 181<br>precision=36.50\", \"random selected 66 positives out of 182<br>precision=36.50\", \"random selected 66 positives out of 183<br>precision=36.50\", \"random selected 67 positives out of 184<br>precision=36.50\", \"random selected 67 positives out of 185<br>precision=36.50\", \"random selected 67 positives out of 186<br>precision=36.50\", \"random selected 68 positives out of 187<br>precision=36.50\", \"random selected 68 positives out of 188<br>precision=36.50\", \"random selected 68 positives out of 189<br>precision=36.50\", \"random selected 69 positives out of 190<br>precision=36.50\", \"random selected 69 positives out of 191<br>precision=36.50\", \"random selected 70 positives out of 192<br>precision=36.50\", \"random selected 70 positives out of 193<br>precision=36.50\", \"random selected 70 positives out of 194<br>precision=36.50\", \"random selected 71 positives out of 195<br>precision=36.50\", \"random selected 71 positives out of 196<br>precision=36.50\", \"random selected 71 positives out of 197<br>precision=36.50\", \"random selected 72 positives out of 198<br>precision=36.50\", \"random selected 72 positives out of 199<br>precision=36.50\", \"random selected 73 positives out of 200<br>precision=36.50\"], \"type\": \"scatter\", \"x\": [1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200], \"y\": [0.36, 0.73, 1.1, 1.46, 1.82, 2.19, 2.55, 2.92, 3.28, 3.65, 4.01, 4.38, 4.74, 5.11, 5.48, 5.84, 6.2, 6.57, 6.94, 7.3, 7.66, 8.03, 8.4, 8.76, 9.12, 9.49, 9.86, 10.22, 10.58, 10.95, 11.32, 11.68, 12.04, 12.41, 12.78, 13.14, 13.5, 13.87, 14.24, 14.6, 14.96, 15.33, 15.7, 16.06, 16.42, 16.79, 17.16, 17.52, 17.88, 18.25, 18.61, 18.98, 19.34, 19.71, 20.08, 20.44, 20.8, 21.17, 21.54, 21.9, 22.26, 22.63, 23.0, 23.36, 23.72, 24.09, 24.46, 24.82, 25.18, 25.55, 25.92, 26.28, 26.64, 27.01, 27.38, 27.74, 28.1, 28.47, 28.84, 29.2, 29.56, 29.93, 30.3, 30.66, 31.02, 31.39, 31.76, 32.12, 32.48, 32.85, 33.21, 33.58, 33.94, 34.31, 34.67, 35.04, 35.4, 35.77, 36.14, 36.5, 36.86, 37.23, 37.6, 37.96, 38.32, 38.69, 39.06, 39.42, 39.78, 40.15, 40.52, 40.88, 41.24, 41.61, 41.98, 42.34, 42.7, 43.07, 43.44, 43.8, 44.16, 44.53, 44.9, 45.26, 45.62, 45.99, 46.36, 46.72, 47.08, 47.45, 47.82, 48.18, 48.54, 48.91, 49.28, 49.64, 50.0, 50.37, 50.74, 51.1, 51.46, 51.83, 52.2, 52.56, 52.92, 53.29, 53.66, 54.02, 54.38, 54.75, 55.12, 55.48, 55.84, 56.21, 56.58, 56.94, 57.3, 57.67, 58.04, 58.4, 58.76, 59.13, 59.5, 59.86, 60.22, 60.59, 60.96, 61.32, 61.68, 62.05, 62.42, 62.78, 63.14, 63.51, 63.88, 64.24, 64.6, 64.97, 65.33, 65.7, 66.06, 66.43, 66.8, 67.16, 67.52, 67.89, 68.26, 68.62, 68.98, 69.35, 69.72, 70.08, 70.44, 70.81, 71.18, 71.54, 71.9, 72.27, 72.64, 73.0]}],                        {\"hovermode\": \"x\", \"legend\": {\"x\": 0.1, \"xanchor\": \"center\", \"y\": 0.9}, \"plot_bgcolor\": \"#fff\", \"template\": {\"data\": {\"scatter\": [{\"type\": \"scatter\"}]}}, \"title\": {\"font\": {\"size\": 18}, \"text\": \"Lift curve\", \"x\": 0.5}, \"xaxis\": {\"range\": [0, 200], \"spikemode\": \"across\", \"title\": {\"text\": \"Number sampled\"}}, \"yaxis\": {\"title\": {\"text\": \"Number of positives\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
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     "metadata": {},
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   ],
   "source": [
    "explainer.plot_lift_curve(cutoff=None, percentage=False, round=2)"
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  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:00:51.918637Z",
     "start_time": "2021-01-20T16:00:51.883102Z"
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   "outputs": [
    {
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       "data": [
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         "name": "perfect",
         "text": [
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         "name": "model",
         "text": [
          "model selected 1.37% of all positives in first 0.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 2.74% of all positives in first 1.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 4.11% of all positives in first 1.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 5.48% of all positives in first 2.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 6.85% of all positives in first 2.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 8.22% of all positives in first 3.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 9.59% of all positives in first 3.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 10.96% of all positives in first 4.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 12.33% of all positives in first 4.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 13.70% of all positives in first 5.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 15.07% of all positives in first 5.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 16.44% of all positives in first 6.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 17.81% of all positives in first 6.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 19.18% of all positives in first 7.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 20.55% of all positives in first 7.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 21.92% of all positives in first 8.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 23.29% of all positives in first 8.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 24.66% of all positives in first 9.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 26.03% of all positives in first 9.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 27.40% of all positives in first 10.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 28.77% of all positives in first 10.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 30.14% of all positives in first 11.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 31.51% of all positives in first 11.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 32.88% of all positives in first 12.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 34.25% of all positives in first 12.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 35.62% of all positives in first 13.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 36.99% of all positives in first 13.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 38.36% of all positives in first 14.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 39.73% of all positives in first 14.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 41.10% of all positives in first 15.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74",
          "model selected 41.10% of all positives in first 15.50% sampled<br>precision=96.77% positives in sample<br>lift=2.65",
          "model selected 42.47% of all positives in first 16.00% sampled<br>precision=96.88% positives in sample<br>lift=2.65",
          "model selected 43.84% of all positives in first 16.50% sampled<br>precision=96.97% positives in sample<br>lift=2.66",
          "model selected 45.21% of all positives in first 17.00% sampled<br>precision=97.06% positives in sample<br>lift=2.66",
          "model selected 46.58% of all positives in first 17.50% sampled<br>precision=97.14% positives in sample<br>lift=2.66",
          "model selected 46.58% of all positives in first 18.00% sampled<br>precision=94.44% positives in sample<br>lift=2.59",
          "model selected 47.95% of all positives in first 18.50% sampled<br>precision=94.59% positives in sample<br>lift=2.59",
          "model selected 49.32% of all positives in first 19.00% sampled<br>precision=94.74% positives in sample<br>lift=2.60",
          "model selected 50.68% of all positives in first 19.50% sampled<br>precision=94.87% positives in sample<br>lift=2.60",
          "model selected 52.05% of all positives in first 20.00% sampled<br>precision=95.00% positives in sample<br>lift=2.60",
          "model selected 53.42% of all positives in first 20.50% sampled<br>precision=95.12% positives in sample<br>lift=2.61",
          "model selected 54.79% of all positives in first 21.00% sampled<br>precision=95.24% positives in sample<br>lift=2.61",
          "model selected 56.16% of all positives in first 21.50% sampled<br>precision=95.35% positives in sample<br>lift=2.61",
          "model selected 56.16% of all positives in first 22.00% sampled<br>precision=93.18% positives in sample<br>lift=2.55",
          "model selected 56.16% of all positives in first 22.50% sampled<br>precision=91.11% positives in sample<br>lift=2.50",
          "model selected 56.16% of all positives in first 23.00% sampled<br>precision=89.13% positives in sample<br>lift=2.44",
          "model selected 56.16% of all positives in first 23.50% sampled<br>precision=87.23% positives in sample<br>lift=2.39",
          "model selected 57.53% of all positives in first 24.00% sampled<br>precision=87.50% positives in sample<br>lift=2.40",
          "model selected 57.53% of all positives in first 24.50% sampled<br>precision=85.71% positives in sample<br>lift=2.35",
          "model selected 57.53% of all positives in first 25.00% sampled<br>precision=84.00% positives in sample<br>lift=2.30",
          "model selected 57.53% of all positives in first 25.50% sampled<br>precision=82.35% positives in sample<br>lift=2.26",
          "model selected 58.90% of all positives in first 26.00% sampled<br>precision=82.69% positives in sample<br>lift=2.27",
          "model selected 60.27% of all positives in first 26.50% sampled<br>precision=83.02% positives in sample<br>lift=2.27",
          "model selected 61.64% of all positives in first 27.00% sampled<br>precision=83.33% positives in sample<br>lift=2.28",
          "model selected 61.64% of all positives in first 27.50% sampled<br>precision=81.82% positives in sample<br>lift=2.24",
          "model selected 63.01% of all positives in first 28.00% sampled<br>precision=82.14% positives in sample<br>lift=2.25",
          "model selected 63.01% of all positives in first 28.50% sampled<br>precision=80.70% positives in sample<br>lift=2.21",
          "model selected 64.38% of all positives in first 29.00% sampled<br>precision=81.03% positives in sample<br>lift=2.22",
          "model selected 64.38% of all positives in first 29.50% sampled<br>precision=79.66% positives in sample<br>lift=2.18",
          "model selected 64.38% of all positives in first 30.00% sampled<br>precision=78.33% positives in sample<br>lift=2.15",
          "model selected 65.75% of all positives in first 30.50% sampled<br>precision=78.69% positives in sample<br>lift=2.16",
          "model selected 67.12% of all positives in first 31.00% sampled<br>precision=79.03% positives in sample<br>lift=2.17",
          "model selected 68.49% of all positives in first 31.50% sampled<br>precision=79.37% positives in sample<br>lift=2.17",
          "model selected 69.86% of all positives in first 32.00% sampled<br>precision=79.69% positives in sample<br>lift=2.18",
          "model selected 69.86% of all positives in first 32.50% sampled<br>precision=78.46% positives in sample<br>lift=2.15",
          "model selected 69.86% of all positives in first 33.00% sampled<br>precision=77.27% positives in sample<br>lift=2.12",
          "model selected 71.23% of all positives in first 33.50% sampled<br>precision=77.61% positives in sample<br>lift=2.13",
          "model selected 71.23% of all positives in first 34.00% sampled<br>precision=76.47% positives in sample<br>lift=2.10",
          "model selected 71.23% of all positives in first 34.50% sampled<br>precision=75.36% positives in sample<br>lift=2.06",
          "model selected 72.60% of all positives in first 35.00% sampled<br>precision=75.71% positives in sample<br>lift=2.07",
          "model selected 72.60% of all positives in first 35.50% sampled<br>precision=74.65% positives in sample<br>lift=2.05",
          "model selected 73.97% of all positives in first 36.00% sampled<br>precision=75.00% positives in sample<br>lift=2.05",
          "model selected 73.97% of all positives in first 36.50% sampled<br>precision=73.97% positives in sample<br>lift=2.03",
          "model selected 73.97% of all positives in first 37.00% sampled<br>precision=72.97% positives in sample<br>lift=2.00",
          "model selected 75.34% of all positives in first 37.50% sampled<br>precision=73.33% positives in sample<br>lift=2.01",
          "model selected 75.34% of all positives in first 38.00% sampled<br>precision=72.37% positives in sample<br>lift=1.98",
          "model selected 75.34% of all positives in first 38.50% sampled<br>precision=71.43% positives in sample<br>lift=1.96",
          "model selected 75.34% of all positives in first 39.00% sampled<br>precision=70.51% positives in sample<br>lift=1.93",
          "model selected 75.34% of all positives in first 39.50% sampled<br>precision=69.62% positives in sample<br>lift=1.91",
          "model selected 76.71% of all positives in first 40.00% sampled<br>precision=70.00% positives in sample<br>lift=1.92",
          "model selected 76.71% of all positives in first 40.50% sampled<br>precision=69.14% positives in sample<br>lift=1.89",
          "model selected 78.08% of all positives in first 41.00% sampled<br>precision=69.51% positives in sample<br>lift=1.90",
          "model selected 78.08% of all positives in first 41.50% sampled<br>precision=68.67% positives in sample<br>lift=1.88",
          "model selected 78.08% of all positives in first 42.00% sampled<br>precision=67.86% positives in sample<br>lift=1.86",
          "model selected 79.45% of all positives in first 42.50% sampled<br>precision=68.24% positives in sample<br>lift=1.87",
          "model selected 80.82% of all positives in first 43.00% sampled<br>precision=68.60% positives in sample<br>lift=1.88",
          "model selected 80.82% of all positives in first 43.50% sampled<br>precision=67.82% positives in sample<br>lift=1.86",
          "model selected 80.82% of all positives in first 44.00% sampled<br>precision=67.05% positives in sample<br>lift=1.84",
          "model selected 82.19% of all positives in first 44.50% sampled<br>precision=67.42% positives in sample<br>lift=1.85",
          "model selected 83.56% of all positives in first 45.00% sampled<br>precision=67.78% positives in sample<br>lift=1.86",
          "model selected 84.93% of all positives in first 45.50% sampled<br>precision=68.13% positives in sample<br>lift=1.87",
          "model selected 84.93% of all positives in first 46.00% sampled<br>precision=67.39% positives in sample<br>lift=1.85",
          "model selected 84.93% of all positives in first 46.50% sampled<br>precision=66.67% positives in sample<br>lift=1.83",
          "model selected 84.93% of all positives in first 47.00% sampled<br>precision=65.96% positives in sample<br>lift=1.81",
          "model selected 86.30% of all positives in first 47.50% sampled<br>precision=66.32% positives in sample<br>lift=1.82",
          "model selected 87.67% of all positives in first 48.00% sampled<br>precision=66.67% positives in sample<br>lift=1.83",
          "model selected 87.67% of all positives in first 48.50% sampled<br>precision=65.98% positives in sample<br>lift=1.81",
          "model selected 89.04% of all positives in first 49.00% sampled<br>precision=66.33% positives in sample<br>lift=1.82",
          "model selected 89.04% of all positives in first 49.50% sampled<br>precision=65.66% positives in sample<br>lift=1.80",
          "model selected 90.41% of all positives in first 50.00% sampled<br>precision=66.00% positives in sample<br>lift=1.81",
          "model selected 90.41% of all positives in first 50.50% sampled<br>precision=65.35% positives in sample<br>lift=1.79",
          "model selected 91.78% of all positives in first 51.00% sampled<br>precision=65.69% positives in sample<br>lift=1.80",
          "model selected 91.78% of all positives in first 51.50% sampled<br>precision=65.05% positives in sample<br>lift=1.78",
          "model selected 91.78% of all positives in first 52.00% sampled<br>precision=64.42% positives in sample<br>lift=1.77",
          "model selected 91.78% of all positives in first 52.50% sampled<br>precision=63.81% positives in sample<br>lift=1.75",
          "model selected 93.15% of all positives in first 53.00% sampled<br>precision=64.15% positives in sample<br>lift=1.76",
          "model selected 93.15% of all positives in first 53.50% sampled<br>precision=63.55% positives in sample<br>lift=1.74",
          "model selected 93.15% of all positives in first 54.00% sampled<br>precision=62.96% positives in sample<br>lift=1.73",
          "model selected 93.15% of all positives in first 54.50% sampled<br>precision=62.39% positives in sample<br>lift=1.71",
          "model selected 93.15% of all positives in first 55.00% sampled<br>precision=61.82% positives in sample<br>lift=1.69",
          "model selected 93.15% of all positives in first 55.50% sampled<br>precision=61.26% positives in sample<br>lift=1.68",
          "model selected 93.15% of all positives in first 56.00% sampled<br>precision=60.71% positives in sample<br>lift=1.66",
          "model selected 93.15% of all positives in first 56.50% sampled<br>precision=60.18% positives in sample<br>lift=1.65",
          "model selected 93.15% of all positives in first 57.00% sampled<br>precision=59.65% positives in sample<br>lift=1.63",
          "model selected 93.15% of all positives in first 57.50% sampled<br>precision=59.13% positives in sample<br>lift=1.62",
          "model selected 93.15% of all positives in first 58.00% sampled<br>precision=58.62% positives in sample<br>lift=1.61",
          "model selected 93.15% of all positives in first 58.50% sampled<br>precision=58.12% positives in sample<br>lift=1.59",
          "model selected 93.15% of all positives in first 59.00% sampled<br>precision=57.63% positives in sample<br>lift=1.58",
          "model selected 94.52% of all positives in first 59.50% sampled<br>precision=57.98% positives in sample<br>lift=1.59",
          "model selected 94.52% of all positives in first 60.00% sampled<br>precision=57.50% positives in sample<br>lift=1.58",
          "model selected 94.52% of all positives in first 60.50% sampled<br>precision=57.02% positives in sample<br>lift=1.56",
          "model selected 94.52% of all positives in first 61.00% sampled<br>precision=56.56% positives in sample<br>lift=1.55",
          "model selected 94.52% of all positives in first 61.50% sampled<br>precision=56.10% positives in sample<br>lift=1.54",
          "model selected 94.52% of all positives in first 62.00% sampled<br>precision=55.65% positives in sample<br>lift=1.52",
          "model selected 94.52% of all positives in first 62.50% sampled<br>precision=55.20% positives in sample<br>lift=1.51",
          "model selected 94.52% of all positives in first 63.00% sampled<br>precision=54.76% positives in sample<br>lift=1.50",
          "model selected 94.52% of all positives in first 63.50% sampled<br>precision=54.33% positives in sample<br>lift=1.49",
          "model selected 94.52% of all positives in first 64.00% sampled<br>precision=53.91% positives in sample<br>lift=1.48",
          "model selected 94.52% of all positives in first 64.50% sampled<br>precision=53.49% positives in sample<br>lift=1.47",
          "model selected 94.52% of all positives in first 65.00% sampled<br>precision=53.08% positives in sample<br>lift=1.45",
          "model selected 94.52% of all positives in first 65.50% sampled<br>precision=52.67% positives in sample<br>lift=1.44",
          "model selected 94.52% of all positives in first 66.00% sampled<br>precision=52.27% positives in sample<br>lift=1.43",
          "model selected 94.52% of all positives in first 66.50% sampled<br>precision=51.88% positives in sample<br>lift=1.42",
          "model selected 94.52% of all positives in first 67.00% sampled<br>precision=51.49% positives in sample<br>lift=1.41",
          "model selected 94.52% of all positives in first 67.50% sampled<br>precision=51.11% positives in sample<br>lift=1.40",
          "model selected 94.52% of all positives in first 68.00% sampled<br>precision=50.74% positives in sample<br>lift=1.39",
          "model selected 94.52% of all positives in first 68.50% sampled<br>precision=50.36% positives in sample<br>lift=1.38",
          "model selected 94.52% of all positives in first 69.00% sampled<br>precision=50.00% positives in sample<br>lift=1.37",
          "model selected 94.52% of all positives in first 69.50% sampled<br>precision=49.64% positives in sample<br>lift=1.36",
          "model selected 94.52% of all positives in first 70.00% sampled<br>precision=49.29% positives in sample<br>lift=1.35",
          "model selected 94.52% of all positives in first 70.50% sampled<br>precision=48.94% positives in sample<br>lift=1.34",
          "model selected 94.52% of all positives in first 71.00% sampled<br>precision=48.59% positives in sample<br>lift=1.33",
          "model selected 94.52% of all positives in first 71.50% sampled<br>precision=48.25% positives in sample<br>lift=1.32",
          "model selected 94.52% of all positives in first 72.00% sampled<br>precision=47.92% positives in sample<br>lift=1.31",
          "model selected 95.89% of all positives in first 72.50% sampled<br>precision=48.28% positives in sample<br>lift=1.32",
          "model selected 95.89% of all positives in first 73.00% sampled<br>precision=47.95% positives in sample<br>lift=1.31",
          "model selected 95.89% of all positives in first 73.50% sampled<br>precision=47.62% positives in sample<br>lift=1.30",
          "model selected 95.89% of all positives in first 74.00% sampled<br>precision=47.30% positives in sample<br>lift=1.30",
          "model selected 95.89% of all positives in first 74.50% sampled<br>precision=46.98% positives in sample<br>lift=1.29",
          "model selected 95.89% of all positives in first 75.00% sampled<br>precision=46.67% positives in sample<br>lift=1.28",
          "model selected 95.89% of all positives in first 75.50% sampled<br>precision=46.36% positives in sample<br>lift=1.27",
          "model selected 95.89% of all positives in first 76.00% sampled<br>precision=46.05% positives in sample<br>lift=1.26",
          "model selected 95.89% of all positives in first 76.50% sampled<br>precision=45.75% positives in sample<br>lift=1.25",
          "model selected 95.89% of all positives in first 77.00% sampled<br>precision=45.45% positives in sample<br>lift=1.25",
          "model selected 97.26% of all positives in first 77.50% sampled<br>precision=45.81% positives in sample<br>lift=1.25",
          "model selected 97.26% of all positives in first 78.00% sampled<br>precision=45.51% positives in sample<br>lift=1.25",
          "model selected 97.26% of all positives in first 78.50% sampled<br>precision=45.22% positives in sample<br>lift=1.24",
          "model selected 97.26% of all positives in first 79.00% sampled<br>precision=44.94% positives in sample<br>lift=1.23",
          "model selected 97.26% of all positives in first 79.50% sampled<br>precision=44.65% positives in sample<br>lift=1.22",
          "model selected 97.26% of all positives in first 80.00% sampled<br>precision=44.38% positives in sample<br>lift=1.22",
          "model selected 97.26% of all positives in first 80.50% sampled<br>precision=44.10% positives in sample<br>lift=1.21",
          "model selected 97.26% of all positives in first 81.00% sampled<br>precision=43.83% positives in sample<br>lift=1.20",
          "model selected 97.26% of all positives in first 81.50% sampled<br>precision=43.56% positives in sample<br>lift=1.19",
          "model selected 97.26% of all positives in first 82.00% sampled<br>precision=43.29% positives in sample<br>lift=1.19",
          "model selected 97.26% of all positives in first 82.50% sampled<br>precision=43.03% positives in sample<br>lift=1.18",
          "model selected 97.26% of all positives in first 83.00% sampled<br>precision=42.77% positives in sample<br>lift=1.17",
          "model selected 97.26% of all positives in first 83.50% sampled<br>precision=42.51% positives in sample<br>lift=1.16",
          "model selected 97.26% of all positives in first 84.00% sampled<br>precision=42.26% positives in sample<br>lift=1.16",
          "model selected 97.26% of all positives in first 84.50% sampled<br>precision=42.01% positives in sample<br>lift=1.15",
          "model selected 97.26% of all positives in first 85.00% sampled<br>precision=41.76% positives in sample<br>lift=1.14",
          "model selected 97.26% of all positives in first 85.50% sampled<br>precision=41.52% positives in sample<br>lift=1.14",
          "model selected 97.26% of all positives in first 86.00% sampled<br>precision=41.28% positives in sample<br>lift=1.13",
          "model selected 97.26% of all positives in first 86.50% sampled<br>precision=41.04% positives in sample<br>lift=1.12",
          "model selected 97.26% of all positives in first 87.00% sampled<br>precision=40.80% positives in sample<br>lift=1.12",
          "model selected 97.26% of all positives in first 87.50% sampled<br>precision=40.57% positives in sample<br>lift=1.11",
          "model selected 97.26% of all positives in first 88.00% sampled<br>precision=40.34% positives in sample<br>lift=1.11",
          "model selected 97.26% of all positives in first 88.50% sampled<br>precision=40.11% positives in sample<br>lift=1.10",
          "model selected 97.26% of all positives in first 89.00% sampled<br>precision=39.89% positives in sample<br>lift=1.09",
          "model selected 97.26% of all positives in first 89.50% sampled<br>precision=39.66% positives in sample<br>lift=1.09",
          "model selected 97.26% of all positives in first 90.00% sampled<br>precision=39.44% positives in sample<br>lift=1.08",
          "model selected 98.63% of all positives in first 90.50% sampled<br>precision=39.78% positives in sample<br>lift=1.09",
          "model selected 98.63% of all positives in first 91.00% sampled<br>precision=39.56% positives in sample<br>lift=1.08",
          "model selected 98.63% of all positives in first 91.50% sampled<br>precision=39.34% positives in sample<br>lift=1.08",
          "model selected 98.63% of all positives in first 92.00% sampled<br>precision=39.13% positives in sample<br>lift=1.07",
          "model selected 98.63% of all positives in first 92.50% sampled<br>precision=38.92% positives in sample<br>lift=1.07",
          "model selected 98.63% of all positives in first 93.00% sampled<br>precision=38.71% positives in sample<br>lift=1.06",
          "model selected 98.63% of all positives in first 93.50% sampled<br>precision=38.50% positives in sample<br>lift=1.05",
          "model selected 98.63% of all positives in first 94.00% sampled<br>precision=38.30% positives in sample<br>lift=1.05",
          "model selected 98.63% of all positives in first 94.50% sampled<br>precision=38.10% positives in sample<br>lift=1.04",
          "model selected 98.63% of all positives in first 95.00% sampled<br>precision=37.89% positives in sample<br>lift=1.04",
          "model selected 98.63% of all positives in first 95.50% sampled<br>precision=37.70% positives in sample<br>lift=1.03",
          "model selected 98.63% of all positives in first 96.00% sampled<br>precision=37.50% positives in sample<br>lift=1.03",
          "model selected 98.63% of all positives in first 96.50% sampled<br>precision=37.31% positives in sample<br>lift=1.02",
          "model selected 98.63% of all positives in first 97.00% sampled<br>precision=37.11% positives in sample<br>lift=1.02",
          "model selected 98.63% of all positives in first 97.50% sampled<br>precision=36.92% positives in sample<br>lift=1.01",
          "model selected 100.00% of all positives in first 98.00% sampled<br>precision=37.24% positives in sample<br>lift=1.02",
          "model selected 100.00% of all positives in first 98.50% sampled<br>precision=37.06% positives in sample<br>lift=1.02",
          "model selected 100.00% of all positives in first 99.00% sampled<br>precision=36.87% positives in sample<br>lift=1.01",
          "model selected 100.00% of all positives in first 99.50% sampled<br>precision=36.68% positives in sample<br>lift=1.01",
          "model selected 100.00% of all positives in first 100.00% sampled<br>precision=36.50% positives in sample<br>lift=1.00"
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         "name": "random",
         "text": [
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          "random selected 1.00% of all positives in first 1.00% sampled<br>precision=36.50% positives in sample",
          "random selected 1.50% of all positives in first 1.50% sampled<br>precision=36.50% positives in sample",
          "random selected 2.00% of all positives in first 2.00% sampled<br>precision=36.50% positives in sample",
          "random selected 2.50% of all positives in first 2.50% sampled<br>precision=36.50% positives in sample",
          "random selected 3.00% of all positives in first 3.00% sampled<br>precision=36.50% positives in sample",
          "random selected 3.50% of all positives in first 3.50% sampled<br>precision=36.50% positives in sample",
          "random selected 4.00% of all positives in first 4.00% sampled<br>precision=36.50% positives in sample",
          "random selected 4.50% of all positives in first 4.50% sampled<br>precision=36.50% positives in sample",
          "random selected 5.00% of all positives in first 5.00% sampled<br>precision=36.50% positives in sample",
          "random selected 5.50% of all positives in first 5.50% sampled<br>precision=36.50% positives in sample",
          "random selected 6.00% of all positives in first 6.00% sampled<br>precision=36.50% positives in sample",
          "random selected 6.50% of all positives in first 6.50% sampled<br>precision=36.50% positives in sample",
          "random selected 7.00% of all positives in first 7.00% sampled<br>precision=36.50% positives in sample",
          "random selected 7.50% of all positives in first 7.50% sampled<br>precision=36.50% positives in sample",
          "random selected 8.00% of all positives in first 8.00% sampled<br>precision=36.50% positives in sample",
          "random selected 8.50% of all positives in first 8.50% sampled<br>precision=36.50% positives in sample",
          "random selected 9.00% of all positives in first 9.00% sampled<br>precision=36.50% positives in sample",
          "random selected 9.50% of all positives in first 9.50% sampled<br>precision=36.50% positives in sample",
          "random selected 10.00% of all positives in first 10.00% sampled<br>precision=36.50% positives in sample",
          "random selected 10.50% of all positives in first 10.50% sampled<br>precision=36.50% positives in sample",
          "random selected 11.00% of all positives in first 11.00% sampled<br>precision=36.50% positives in sample",
          "random selected 11.50% of all positives in first 11.50% sampled<br>precision=36.50% positives in sample",
          "random selected 12.00% of all positives in first 12.00% sampled<br>precision=36.50% positives in sample",
          "random selected 12.50% of all positives in first 12.50% sampled<br>precision=36.50% positives in sample",
          "random selected 13.00% of all positives in first 13.00% sampled<br>precision=36.50% positives in sample",
          "random selected 13.50% of all positives in first 13.50% sampled<br>precision=36.50% positives in sample",
          "random selected 14.00% of all positives in first 14.00% sampled<br>precision=36.50% positives in sample",
          "random selected 14.50% of all positives in first 14.50% sampled<br>precision=36.50% positives in sample",
          "random selected 15.00% of all positives in first 15.00% sampled<br>precision=36.50% positives in sample",
          "random selected 15.50% of all positives in first 15.50% sampled<br>precision=36.50% positives in sample",
          "random selected 16.00% of all positives in first 16.00% sampled<br>precision=36.50% positives in sample",
          "random selected 16.50% of all positives in first 16.50% sampled<br>precision=36.50% positives in sample",
          "random selected 17.00% of all positives in first 17.00% sampled<br>precision=36.50% positives in sample",
          "random selected 17.50% of all positives in first 17.50% sampled<br>precision=36.50% positives in sample",
          "random selected 18.00% of all positives in first 18.00% sampled<br>precision=36.50% positives in sample",
          "random selected 18.50% of all positives in first 18.50% sampled<br>precision=36.50% positives in sample",
          "random selected 19.00% of all positives in first 19.00% sampled<br>precision=36.50% positives in sample",
          "random selected 19.50% of all positives in first 19.50% sampled<br>precision=36.50% positives in sample",
          "random selected 20.00% of all positives in first 20.00% sampled<br>precision=36.50% positives in sample",
          "random selected 20.50% of all positives in first 20.50% sampled<br>precision=36.50% positives in sample",
          "random selected 21.00% of all positives in first 21.00% sampled<br>precision=36.50% positives in sample",
          "random selected 21.50% of all positives in first 21.50% sampled<br>precision=36.50% positives in sample",
          "random selected 22.00% of all positives in first 22.00% sampled<br>precision=36.50% positives in sample",
          "random selected 22.50% of all positives in first 22.50% sampled<br>precision=36.50% positives in sample",
          "random selected 23.00% of all positives in first 23.00% sampled<br>precision=36.50% positives in sample",
          "random selected 23.50% of all positives in first 23.50% sampled<br>precision=36.50% positives in sample",
          "random selected 24.00% of all positives in first 24.00% sampled<br>precision=36.50% positives in sample",
          "random selected 24.50% of all positives in first 24.50% sampled<br>precision=36.50% positives in sample",
          "random selected 25.00% of all positives in first 25.00% sampled<br>precision=36.50% positives in sample",
          "random selected 25.50% of all positives in first 25.50% sampled<br>precision=36.50% positives in sample",
          "random selected 26.00% of all positives in first 26.00% sampled<br>precision=36.50% positives in sample",
          "random selected 26.50% of all positives in first 26.50% sampled<br>precision=36.50% positives in sample",
          "random selected 27.00% of all positives in first 27.00% sampled<br>precision=36.50% positives in sample",
          "random selected 27.50% of all positives in first 27.50% sampled<br>precision=36.50% positives in sample",
          "random selected 28.00% of all positives in first 28.00% sampled<br>precision=36.50% positives in sample",
          "random selected 28.50% of all positives in first 28.50% sampled<br>precision=36.50% positives in sample",
          "random selected 29.00% of all positives in first 29.00% sampled<br>precision=36.50% positives in sample",
          "random selected 29.50% of all positives in first 29.50% sampled<br>precision=36.50% positives in sample",
          "random selected 30.00% of all positives in first 30.00% sampled<br>precision=36.50% positives in sample",
          "random selected 30.50% of all positives in first 30.50% sampled<br>precision=36.50% positives in sample",
          "random selected 31.00% of all positives in first 31.00% sampled<br>precision=36.50% positives in sample",
          "random selected 31.50% of all positives in first 31.50% sampled<br>precision=36.50% positives in sample",
          "random selected 32.00% of all positives in first 32.00% sampled<br>precision=36.50% positives in sample",
          "random selected 32.50% of all positives in first 32.50% sampled<br>precision=36.50% positives in sample",
          "random selected 33.00% of all positives in first 33.00% sampled<br>precision=36.50% positives in sample",
          "random selected 33.50% of all positives in first 33.50% sampled<br>precision=36.50% positives in sample",
          "random selected 34.00% of all positives in first 34.00% sampled<br>precision=36.50% positives in sample",
          "random selected 34.50% of all positives in first 34.50% sampled<br>precision=36.50% positives in sample",
          "random selected 35.00% of all positives in first 35.00% sampled<br>precision=36.50% positives in sample",
          "random selected 35.50% of all positives in first 35.50% sampled<br>precision=36.50% positives in sample",
          "random selected 36.00% of all positives in first 36.00% sampled<br>precision=36.50% positives in sample",
          "random selected 36.50% of all positives in first 36.50% sampled<br>precision=36.50% positives in sample",
          "random selected 37.00% of all positives in first 37.00% sampled<br>precision=36.50% positives in sample",
          "random selected 37.50% of all positives in first 37.50% sampled<br>precision=36.50% positives in sample",
          "random selected 38.00% of all positives in first 38.00% sampled<br>precision=36.50% positives in sample",
          "random selected 38.50% of all positives in first 38.50% sampled<br>precision=36.50% positives in sample",
          "random selected 39.00% of all positives in first 39.00% sampled<br>precision=36.50% positives in sample",
          "random selected 39.50% of all positives in first 39.50% sampled<br>precision=36.50% positives in sample",
          "random selected 40.00% of all positives in first 40.00% sampled<br>precision=36.50% positives in sample",
          "random selected 40.50% of all positives in first 40.50% sampled<br>precision=36.50% positives in sample",
          "random selected 41.00% of all positives in first 41.00% sampled<br>precision=36.50% positives in sample",
          "random selected 41.50% of all positives in first 41.50% sampled<br>precision=36.50% positives in sample",
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          "random selected 42.50% of all positives in first 42.50% sampled<br>precision=36.50% positives in sample",
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positives in first 9.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 27.40% of all positives in first 10.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 28.77% of all positives in first 10.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 30.14% of all positives in first 11.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 31.51% of all positives in first 11.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 32.88% of all positives in first 12.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 34.25% of all positives in first 12.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 35.62% of all positives in first 13.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 36.99% of all positives in first 13.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 38.36% of all positives in first 14.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 39.73% of all positives in first 14.50% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 41.10% of all positives in first 15.00% sampled<br>precision=100.00% positives in sample<br>lift=2.74\", \"model selected 41.10% of all positives in first 15.50% sampled<br>precision=96.77% positives in sample<br>lift=2.65\", \"model selected 42.47% of all positives in first 16.00% sampled<br>precision=96.88% positives in sample<br>lift=2.65\", \"model selected 43.84% of all positives in first 16.50% sampled<br>precision=96.97% positives in sample<br>lift=2.66\", \"model selected 45.21% of all positives in first 17.00% sampled<br>precision=97.06% positives in sample<br>lift=2.66\", \"model selected 46.58% of all positives in first 17.50% sampled<br>precision=97.14% positives in sample<br>lift=2.66\", \"model selected 46.58% of all positives in first 18.00% sampled<br>precision=94.44% positives in sample<br>lift=2.59\", \"model selected 47.95% of all positives in first 18.50% sampled<br>precision=94.59% positives in sample<br>lift=2.59\", \"model selected 49.32% of all positives in first 19.00% sampled<br>precision=94.74% positives in sample<br>lift=2.60\", \"model selected 50.68% of all positives in first 19.50% sampled<br>precision=94.87% positives in sample<br>lift=2.60\", \"model selected 52.05% of all positives in first 20.00% sampled<br>precision=95.00% positives in sample<br>lift=2.60\", \"model selected 53.42% of all positives in first 20.50% sampled<br>precision=95.12% positives in sample<br>lift=2.61\", \"model selected 54.79% of all positives in first 21.00% sampled<br>precision=95.24% positives in sample<br>lift=2.61\", \"model selected 56.16% of all positives in first 21.50% sampled<br>precision=95.35% positives in sample<br>lift=2.61\", \"model selected 56.16% of all positives in first 22.00% sampled<br>precision=93.18% positives in sample<br>lift=2.55\", \"model selected 56.16% of all positives in first 22.50% sampled<br>precision=91.11% positives in sample<br>lift=2.50\", \"model selected 56.16% of all positives in first 23.00% sampled<br>precision=89.13% positives in sample<br>lift=2.44\", \"model selected 56.16% of all positives in first 23.50% sampled<br>precision=87.23% positives in sample<br>lift=2.39\", \"model selected 57.53% of all positives in first 24.00% sampled<br>precision=87.50% positives in sample<br>lift=2.40\", \"model selected 57.53% of all positives in first 24.50% sampled<br>precision=85.71% positives in sample<br>lift=2.35\", \"model selected 57.53% of all positives in first 25.00% sampled<br>precision=84.00% positives in sample<br>lift=2.30\", \"model selected 57.53% of all positives in first 25.50% sampled<br>precision=82.35% positives in sample<br>lift=2.26\", \"model selected 58.90% of all positives in first 26.00% sampled<br>precision=82.69% positives in sample<br>lift=2.27\", \"model selected 60.27% of all positives in first 26.50% sampled<br>precision=83.02% positives in sample<br>lift=2.27\", \"model selected 61.64% of all positives in first 27.00% sampled<br>precision=83.33% positives in sample<br>lift=2.28\", \"model selected 61.64% of all positives in first 27.50% sampled<br>precision=81.82% positives in sample<br>lift=2.24\", \"model selected 63.01% of all positives in first 28.00% sampled<br>precision=82.14% positives in sample<br>lift=2.25\", \"model selected 63.01% of all positives in first 28.50% sampled<br>precision=80.70% positives in sample<br>lift=2.21\", \"model selected 64.38% of all positives in first 29.00% sampled<br>precision=81.03% positives in sample<br>lift=2.22\", \"model selected 64.38% of all positives in first 29.50% sampled<br>precision=79.66% positives in sample<br>lift=2.18\", \"model selected 64.38% of all positives in first 30.00% sampled<br>precision=78.33% positives in sample<br>lift=2.15\", \"model selected 65.75% of all positives in first 30.50% sampled<br>precision=78.69% positives in sample<br>lift=2.16\", \"model selected 67.12% of all positives in first 31.00% sampled<br>precision=79.03% positives in sample<br>lift=2.17\", \"model selected 68.49% of all positives in first 31.50% sampled<br>precision=79.37% positives in sample<br>lift=2.17\", \"model selected 69.86% of all positives in first 32.00% sampled<br>precision=79.69% positives in sample<br>lift=2.18\", \"model selected 69.86% of all positives in first 32.50% sampled<br>precision=78.46% positives in sample<br>lift=2.15\", \"model selected 69.86% of all positives in first 33.00% sampled<br>precision=77.27% positives in sample<br>lift=2.12\", \"model selected 71.23% of all positives in first 33.50% sampled<br>precision=77.61% positives in sample<br>lift=2.13\", \"model selected 71.23% of all positives in first 34.00% sampled<br>precision=76.47% positives in sample<br>lift=2.10\", \"model selected 71.23% of all positives in first 34.50% sampled<br>precision=75.36% positives in sample<br>lift=2.06\", \"model selected 72.60% of all positives in first 35.00% sampled<br>precision=75.71% positives in sample<br>lift=2.07\", \"model selected 72.60% of all positives in first 35.50% sampled<br>precision=74.65% positives in sample<br>lift=2.05\", \"model selected 73.97% of all positives in first 36.00% sampled<br>precision=75.00% positives in sample<br>lift=2.05\", \"model selected 73.97% of all positives in first 36.50% sampled<br>precision=73.97% positives in sample<br>lift=2.03\", \"model selected 73.97% of all positives in first 37.00% sampled<br>precision=72.97% positives in sample<br>lift=2.00\", \"model selected 75.34% of all positives in first 37.50% sampled<br>precision=73.33% positives in sample<br>lift=2.01\", \"model selected 75.34% of all positives in first 38.00% sampled<br>precision=72.37% positives in sample<br>lift=1.98\", \"model selected 75.34% of all positives in first 38.50% sampled<br>precision=71.43% positives in sample<br>lift=1.96\", \"model selected 75.34% of all positives in first 39.00% sampled<br>precision=70.51% positives in sample<br>lift=1.93\", \"model selected 75.34% of all positives in first 39.50% sampled<br>precision=69.62% positives in sample<br>lift=1.91\", \"model selected 76.71% of all positives in first 40.00% sampled<br>precision=70.00% positives in sample<br>lift=1.92\", \"model selected 76.71% of all positives in first 40.50% sampled<br>precision=69.14% positives in sample<br>lift=1.89\", \"model selected 78.08% of all positives in first 41.00% sampled<br>precision=69.51% positives in sample<br>lift=1.90\", \"model selected 78.08% of all positives in first 41.50% sampled<br>precision=68.67% positives in sample<br>lift=1.88\", \"model selected 78.08% of all positives in first 42.00% sampled<br>precision=67.86% positives in sample<br>lift=1.86\", \"model selected 79.45% of all positives in first 42.50% sampled<br>precision=68.24% positives in sample<br>lift=1.87\", \"model selected 80.82% of all positives in first 43.00% sampled<br>precision=68.60% positives in sample<br>lift=1.88\", \"model selected 80.82% of all positives in first 43.50% sampled<br>precision=67.82% positives in sample<br>lift=1.86\", \"model selected 80.82% of all positives in first 44.00% sampled<br>precision=67.05% positives in sample<br>lift=1.84\", \"model selected 82.19% of all positives in first 44.50% sampled<br>precision=67.42% positives in sample<br>lift=1.85\", \"model selected 83.56% of all positives in first 45.00% sampled<br>precision=67.78% positives in sample<br>lift=1.86\", \"model selected 84.93% of all positives in first 45.50% sampled<br>precision=68.13% positives in sample<br>lift=1.87\", \"model selected 84.93% of all positives in first 46.00% sampled<br>precision=67.39% positives in sample<br>lift=1.85\", \"model selected 84.93% of all positives in first 46.50% sampled<br>precision=66.67% positives in sample<br>lift=1.83\", \"model selected 84.93% of all positives in first 47.00% sampled<br>precision=65.96% positives in sample<br>lift=1.81\", \"model selected 86.30% of all positives in first 47.50% sampled<br>precision=66.32% positives in sample<br>lift=1.82\", \"model selected 87.67% of all positives in first 48.00% sampled<br>precision=66.67% positives in sample<br>lift=1.83\", \"model selected 87.67% of all positives in first 48.50% sampled<br>precision=65.98% positives in sample<br>lift=1.81\", \"model selected 89.04% of all positives in first 49.00% sampled<br>precision=66.33% positives in sample<br>lift=1.82\", \"model selected 89.04% of all positives in first 49.50% sampled<br>precision=65.66% positives in sample<br>lift=1.80\", \"model selected 90.41% of all positives in first 50.00% sampled<br>precision=66.00% positives in sample<br>lift=1.81\", \"model selected 90.41% of all positives in first 50.50% sampled<br>precision=65.35% positives in sample<br>lift=1.79\", \"model selected 91.78% of all positives in first 51.00% sampled<br>precision=65.69% positives in sample<br>lift=1.80\", \"model selected 91.78% of all positives in first 51.50% sampled<br>precision=65.05% positives in sample<br>lift=1.78\", \"model selected 91.78% of all positives in first 52.00% sampled<br>precision=64.42% positives in sample<br>lift=1.77\", \"model selected 91.78% of all positives in first 52.50% sampled<br>precision=63.81% positives in sample<br>lift=1.75\", \"model selected 93.15% of all positives in first 53.00% sampled<br>precision=64.15% positives in sample<br>lift=1.76\", \"model selected 93.15% of all positives in first 53.50% sampled<br>precision=63.55% positives in sample<br>lift=1.74\", \"model selected 93.15% of all positives in first 54.00% sampled<br>precision=62.96% positives in sample<br>lift=1.73\", \"model selected 93.15% of all positives in first 54.50% sampled<br>precision=62.39% positives in sample<br>lift=1.71\", \"model selected 93.15% of all positives in first 55.00% sampled<br>precision=61.82% positives in sample<br>lift=1.69\", \"model selected 93.15% of all positives in first 55.50% sampled<br>precision=61.26% positives in sample<br>lift=1.68\", \"model selected 93.15% of all positives in first 56.00% sampled<br>precision=60.71% positives in sample<br>lift=1.66\", \"model selected 93.15% of all positives in first 56.50% sampled<br>precision=60.18% positives in sample<br>lift=1.65\", \"model selected 93.15% of all positives in first 57.00% sampled<br>precision=59.65% positives in sample<br>lift=1.63\", \"model selected 93.15% of all positives in first 57.50% sampled<br>precision=59.13% positives in sample<br>lift=1.62\", \"model selected 93.15% of all positives in first 58.00% sampled<br>precision=58.62% positives in sample<br>lift=1.61\", \"model selected 93.15% of all positives in first 58.50% sampled<br>precision=58.12% positives in sample<br>lift=1.59\", \"model selected 93.15% of all positives in first 59.00% sampled<br>precision=57.63% positives in sample<br>lift=1.58\", \"model selected 94.52% of all positives in first 59.50% sampled<br>precision=57.98% positives in sample<br>lift=1.59\", \"model selected 94.52% of all positives in first 60.00% sampled<br>precision=57.50% positives in sample<br>lift=1.58\", \"model selected 94.52% of all positives in first 60.50% sampled<br>precision=57.02% positives in sample<br>lift=1.56\", \"model selected 94.52% of all positives in first 61.00% sampled<br>precision=56.56% positives in sample<br>lift=1.55\", \"model selected 94.52% of all positives in first 61.50% sampled<br>precision=56.10% positives in sample<br>lift=1.54\", \"model selected 94.52% of all positives in first 62.00% sampled<br>precision=55.65% positives in sample<br>lift=1.52\", \"model selected 94.52% of all positives in first 62.50% sampled<br>precision=55.20% positives in sample<br>lift=1.51\", \"model selected 94.52% of all positives in first 63.00% sampled<br>precision=54.76% positives in sample<br>lift=1.50\", \"model selected 94.52% of all positives in first 63.50% sampled<br>precision=54.33% positives in sample<br>lift=1.49\", \"model selected 94.52% of all positives in first 64.00% sampled<br>precision=53.91% positives in sample<br>lift=1.48\", \"model selected 94.52% of all positives in first 64.50% sampled<br>precision=53.49% positives in sample<br>lift=1.47\", \"model selected 94.52% of all positives in first 65.00% sampled<br>precision=53.08% positives in sample<br>lift=1.45\", \"model selected 94.52% of all positives in first 65.50% sampled<br>precision=52.67% positives in sample<br>lift=1.44\", \"model selected 94.52% of all positives in first 66.00% sampled<br>precision=52.27% positives in sample<br>lift=1.43\", \"model selected 94.52% of all positives in first 66.50% sampled<br>precision=51.88% positives in sample<br>lift=1.42\", \"model selected 94.52% of all positives in first 67.00% sampled<br>precision=51.49% positives in sample<br>lift=1.41\", \"model selected 94.52% of all positives in first 67.50% sampled<br>precision=51.11% positives in sample<br>lift=1.40\", \"model selected 94.52% of all positives in first 68.00% sampled<br>precision=50.74% positives in sample<br>lift=1.39\", \"model selected 94.52% of all positives in first 68.50% sampled<br>precision=50.36% positives in sample<br>lift=1.38\", \"model selected 94.52% of all positives in first 69.00% sampled<br>precision=50.00% positives in sample<br>lift=1.37\", \"model selected 94.52% of all positives in first 69.50% sampled<br>precision=49.64% positives in sample<br>lift=1.36\", \"model selected 94.52% of all positives in first 70.00% sampled<br>precision=49.29% positives in sample<br>lift=1.35\", \"model selected 94.52% of all positives in first 70.50% sampled<br>precision=48.94% positives in sample<br>lift=1.34\", \"model selected 94.52% of all positives in first 71.00% sampled<br>precision=48.59% positives in sample<br>lift=1.33\", \"model selected 94.52% of all positives in first 71.50% sampled<br>precision=48.25% positives in sample<br>lift=1.32\", \"model selected 94.52% of all positives in first 72.00% sampled<br>precision=47.92% positives in sample<br>lift=1.31\", \"model selected 95.89% of all positives in first 72.50% sampled<br>precision=48.28% positives in sample<br>lift=1.32\", \"model selected 95.89% of all positives in first 73.00% sampled<br>precision=47.95% positives in sample<br>lift=1.31\", \"model selected 95.89% of all positives in first 73.50% sampled<br>precision=47.62% positives in sample<br>lift=1.30\", \"model selected 95.89% of all positives in first 74.00% sampled<br>precision=47.30% positives in sample<br>lift=1.30\", \"model selected 95.89% of all positives in first 74.50% sampled<br>precision=46.98% positives in sample<br>lift=1.29\", \"model selected 95.89% of all positives in first 75.00% sampled<br>precision=46.67% positives in sample<br>lift=1.28\", \"model selected 95.89% of all positives in first 75.50% sampled<br>precision=46.36% positives in sample<br>lift=1.27\", \"model selected 95.89% of all positives in first 76.00% sampled<br>precision=46.05% positives in sample<br>lift=1.26\", \"model selected 95.89% of all positives in first 76.50% sampled<br>precision=45.75% positives in sample<br>lift=1.25\", \"model selected 95.89% of all positives in first 77.00% sampled<br>precision=45.45% positives in sample<br>lift=1.25\", \"model selected 97.26% of all positives in first 77.50% sampled<br>precision=45.81% positives in sample<br>lift=1.25\", \"model selected 97.26% of all positives in first 78.00% sampled<br>precision=45.51% positives in sample<br>lift=1.25\", \"model selected 97.26% of all positives in first 78.50% sampled<br>precision=45.22% positives in sample<br>lift=1.24\", \"model selected 97.26% of all positives in first 79.00% sampled<br>precision=44.94% positives in sample<br>lift=1.23\", \"model selected 97.26% of all positives in first 79.50% sampled<br>precision=44.65% positives in sample<br>lift=1.22\", \"model selected 97.26% of all positives in first 80.00% sampled<br>precision=44.38% positives in sample<br>lift=1.22\", \"model selected 97.26% of all positives in first 80.50% sampled<br>precision=44.10% positives in sample<br>lift=1.21\", \"model selected 97.26% of all positives in first 81.00% sampled<br>precision=43.83% positives in sample<br>lift=1.20\", \"model selected 97.26% of all positives in first 81.50% sampled<br>precision=43.56% positives in sample<br>lift=1.19\", \"model selected 97.26% of all positives in first 82.00% sampled<br>precision=43.29% positives in sample<br>lift=1.19\", \"model selected 97.26% of all positives in first 82.50% sampled<br>precision=43.03% positives in sample<br>lift=1.18\", \"model selected 97.26% of all positives in first 83.00% sampled<br>precision=42.77% positives in sample<br>lift=1.17\", \"model selected 97.26% of all positives in first 83.50% sampled<br>precision=42.51% positives in sample<br>lift=1.16\", \"model selected 97.26% of all positives in first 84.00% sampled<br>precision=42.26% positives in sample<br>lift=1.16\", \"model selected 97.26% of all positives in first 84.50% sampled<br>precision=42.01% positives in sample<br>lift=1.15\", \"model selected 97.26% of all positives in first 85.00% sampled<br>precision=41.76% positives in sample<br>lift=1.14\", \"model selected 97.26% of all positives in first 85.50% sampled<br>precision=41.52% positives in sample<br>lift=1.14\", \"model selected 97.26% of all positives in first 86.00% sampled<br>precision=41.28% positives in sample<br>lift=1.13\", \"model selected 97.26% of all positives in first 86.50% sampled<br>precision=41.04% positives in sample<br>lift=1.12\", \"model selected 97.26% of all positives in first 87.00% sampled<br>precision=40.80% positives in sample<br>lift=1.12\", \"model selected 97.26% of all positives in first 87.50% sampled<br>precision=40.57% positives in sample<br>lift=1.11\", \"model selected 97.26% of all positives in first 88.00% sampled<br>precision=40.34% positives in sample<br>lift=1.11\", \"model selected 97.26% of all positives in first 88.50% sampled<br>precision=40.11% positives in sample<br>lift=1.10\", \"model selected 97.26% of all positives in first 89.00% sampled<br>precision=39.89% positives in sample<br>lift=1.09\", \"model selected 97.26% of all positives in first 89.50% sampled<br>precision=39.66% positives in sample<br>lift=1.09\", \"model selected 97.26% of all positives in first 90.00% sampled<br>precision=39.44% positives in sample<br>lift=1.08\", \"model selected 98.63% of all positives in first 90.50% sampled<br>precision=39.78% positives in sample<br>lift=1.09\", \"model selected 98.63% of all positives in first 91.00% sampled<br>precision=39.56% positives in sample<br>lift=1.08\", \"model selected 98.63% of all positives in first 91.50% sampled<br>precision=39.34% positives in sample<br>lift=1.08\", \"model selected 98.63% of all positives in first 92.00% sampled<br>precision=39.13% positives in sample<br>lift=1.07\", \"model selected 98.63% of all positives in first 92.50% sampled<br>precision=38.92% positives in sample<br>lift=1.07\", \"model selected 98.63% of all positives in first 93.00% sampled<br>precision=38.71% positives in sample<br>lift=1.06\", \"model selected 98.63% of all positives in first 93.50% sampled<br>precision=38.50% positives in sample<br>lift=1.05\", \"model selected 98.63% of all positives in first 94.00% sampled<br>precision=38.30% positives in sample<br>lift=1.05\", \"model selected 98.63% of all positives in first 94.50% sampled<br>precision=38.10% positives in sample<br>lift=1.04\", \"model selected 98.63% of all positives in first 95.00% sampled<br>precision=37.89% positives in sample<br>lift=1.04\", \"model selected 98.63% of all positives in first 95.50% sampled<br>precision=37.70% positives in sample<br>lift=1.03\", \"model selected 98.63% of all positives in first 96.00% sampled<br>precision=37.50% positives in sample<br>lift=1.03\", \"model selected 98.63% of all positives in first 96.50% sampled<br>precision=37.31% positives in sample<br>lift=1.02\", \"model selected 98.63% of all positives in first 97.00% sampled<br>precision=37.11% positives in sample<br>lift=1.02\", \"model selected 98.63% of all positives in first 97.50% sampled<br>precision=36.92% positives in sample<br>lift=1.01\", \"model selected 100.00% of all positives in first 98.00% sampled<br>precision=37.24% positives in sample<br>lift=1.02\", \"model selected 100.00% of all positives in first 98.50% sampled<br>precision=37.06% positives in sample<br>lift=1.02\", \"model selected 100.00% of all positives in first 99.00% sampled<br>precision=36.87% positives in sample<br>lift=1.01\", \"model selected 100.00% of all positives in first 99.50% sampled<br>precision=36.68% positives in sample<br>lift=1.01\", \"model selected 100.00% of all positives in first 100.00% sampled<br>precision=36.50% positives in sample<br>lift=1.00\"], \"type\": \"scatter\", \"x\": [0.5, 1.0, 1.5, 2.0, 2.5, 3.0, 3.5, 4.0, 4.5, 5.0, 5.5, 6.0, 6.5, 7.0, 7.5, 8.0, 8.5, 9.0, 9.5, 10.0, 10.5, 11.0, 11.5, 12.0, 12.5, 13.0, 13.5, 14.0, 14.5, 15.0, 15.5, 16.0, 16.5, 17.0, 17.5, 18.0, 18.5, 19.0, 19.5, 20.0, 20.5, 21.0, 21.5, 22.0, 22.5, 23.0, 23.5, 24.0, 24.5, 25.0, 25.5, 26.0, 26.5, 27.0, 27.5, 28.0, 28.5, 29.0, 29.5, 30.0, 30.5, 31.0, 31.5, 32.0, 32.5, 33.0, 33.5, 34.0, 34.5, 35.0, 35.5, 36.0, 36.5, 37.0, 37.5, 38.0, 38.5, 39.0, 39.5, 40.0, 40.5, 41.0, 41.5, 42.0, 42.5, 43.0, 43.5, 44.0, 44.5, 45.0, 45.5, 46.0, 46.5, 47.0, 47.5, 48.0, 48.5, 49.0, 49.5, 50.0, 50.5, 51.0, 51.5, 52.0, 52.5, 53.0, 53.5, 54.0, 54.5, 55.0, 55.5, 56.0, 56.5, 57.0, 57.5, 58.0, 58.5, 59.0, 59.5, 60.0, 60.5, 61.0, 61.5, 62.0, 62.5, 63.0, 63.5, 64.0, 64.5, 65.0, 65.5, 66.0, 66.5, 67.0, 67.5, 68.0, 68.5, 69.0, 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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plot PR AUC"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:01:02.862243Z",
     "start_time": "2021-01-20T16:01:02.839955Z"
    }
   },
   "outputs": [
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       "                            \n",
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   ],
   "source": [
    "explainer.plot_pr_auc(cutoff=0.25)"
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  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# RegressionExplainer"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:01:08.619730Z",
     "start_time": "2021-01-20T16:01:08.536379Z"
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   "outputs": [
    {
     "data": {
      "text/plain": [
       "RandomForestRegressor(max_depth=5, n_estimators=50)"
      ]
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from explainerdashboard.datasets import titanic_fare\n",
    "from sklearn.ensemble import RandomForestRegressor\n",
    "\n",
    "X_train, y_train, X_test, y_test = titanic_fare()\n",
    "\n",
    "model = RandomForestRegressor(n_estimators=50, max_depth=5)\n",
    "model.fit(X_train, y_train)\n",
    "\n",
    "train_names, test_names = titanic_names()"
   ]
  },
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   "execution_count": 49,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:01:09.557390Z",
     "start_time": "2021-01-20T16:01:09.537285Z"
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   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Note: shap=='guess' so guessing for RandomForestRegressor shap='tree'...\n",
      "Changing class type to RandomForestRegressionExplainer...\n",
      "Generating self.shap_explainer = shap.TreeExplainer(model)\n"
     ]
    }
   ],
   "source": [
    "from explainerdashboard.datasets import (\n",
    "    titanic_fare,\n",
    "    titanic_names,\n",
    "    feature_descriptions,\n",
    ")\n",
    "from explainerdashboard import RegressionExplainer\n",
    "\n",
    "train_names, test_names = titanic_names()\n",
    "\n",
    "explainer = RegressionExplainer(\n",
    "    model,\n",
    "    X_test,\n",
    "    y_test,\n",
    "    cats=[\"Sex\", \"Deck\", \"Embarked\"],\n",
    "    idxs=test_names,\n",
    "    target=\"Fare\",\n",
    "    descriptions=feature_descriptions,\n",
    "    units=\"$\",\n",
    ")"
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   "metadata": {},
   "source": [
    "## Importances"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Mean absolute shap importances:"
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     "end_time": "2021-01-20T16:01:24.030940Z",
     "start_time": "2021-01-20T16:01:24.017082Z"
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   "source": [
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   "metadata": {},
   "source": [
    "### Permutation importances,  showing top 4"
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  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:01:43.256861Z",
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   "outputs": [
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     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating importances...\n"
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    },
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   "metadata": {},
   "source": [
    "## detailed shap summary"
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   "execution_count": 53,
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          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>PassengerClass=1<br>shap=53.566",
          "None=Palsson, Master. Gosta Leonard<br>PassengerClass=3<br>shap=-32.254",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>PassengerClass=3<br>shap=-21.854",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>PassengerClass=2<br>shap=-13.847",
          "None=Saundercock, Mr. William Henry<br>PassengerClass=3<br>shap=-14.069",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>PassengerClass=3<br>shap=-18.641",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>PassengerClass=3<br>shap=-25.667",
          "None=Glynn, Miss. Mary Agatha<br>PassengerClass=3<br>shap=-20.004",
          "None=Meyer, Mr. Edgar Joseph<br>PassengerClass=1<br>shap=48.078",
          "None=Kraeff, Mr. Theodor<br>PassengerClass=3<br>shap=-16.879",
          "None=Devaney, Miss. Margaret Delia<br>PassengerClass=3<br>shap=-20.050",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>PassengerClass=3<br>shap=-18.421",
          "None=Rugg, Miss. Emily<br>PassengerClass=2<br>shap=-13.979",
          "None=Harris, Mr. Henry Birkhardt<br>PassengerClass=1<br>shap=42.568",
          "None=Skoog, Master. Harald<br>PassengerClass=3<br>shap=-34.360",
          "None=Kink, Mr. Vincenz<br>PassengerClass=3<br>shap=-24.628",
          "None=Hood, Mr. Ambrose Jr<br>PassengerClass=2<br>shap=-8.209",
          "None=Ilett, Miss. Bertha<br>PassengerClass=2<br>shap=-13.396",
          "None=Ford, Mr. William Neal<br>PassengerClass=3<br>shap=-21.345",
          "None=Christmann, Mr. Emil<br>PassengerClass=3<br>shap=-13.682",
          "None=Andreasson, Mr. Paul Edvin<br>PassengerClass=3<br>shap=-14.069",
          "None=Chaffee, Mr. Herbert Fuller<br>PassengerClass=1<br>shap=38.823",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>PassengerClass=3<br>shap=-13.869",
          "None=White, Mr. Richard Frasar<br>PassengerClass=1<br>shap=52.299",
          "None=Rekic, Mr. Tido<br>PassengerClass=3<br>shap=-14.044",
          "None=Moran, Miss. Bertha<br>PassengerClass=3<br>shap=-20.058",
          "None=Barton, Mr. David John<br>PassengerClass=3<br>shap=-14.060",
          "None=Jussila, Miss. Katriina<br>PassengerClass=3<br>shap=-18.381",
          "None=Pekoniemi, Mr. Edvard<br>PassengerClass=3<br>shap=-14.059",
          "None=Turpin, Mr. William John Robert<br>PassengerClass=2<br>shap=-6.306",
          "None=Moore, Mr. Leonard Charles<br>PassengerClass=3<br>shap=-13.869",
          "None=Osen, Mr. Olaf Elon<br>PassengerClass=3<br>shap=-14.218",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>PassengerClass=3<br>shap=-32.719",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>PassengerClass=2<br>shap=-14.084",
          "None=Bateman, Rev. Robert James<br>PassengerClass=2<br>shap=-7.628",
          "None=Meo, Mr. Alfonzo<br>PassengerClass=3<br>shap=-13.478",
          "None=Cribb, Mr. John Hatfield<br>PassengerClass=3<br>shap=-18.524",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>PassengerClass=1<br>shap=60.047",
          "None=Van der hoef, Mr. Wyckoff<br>PassengerClass=1<br>shap=39.894",
          "None=Sivola, Mr. Antti Wilhelm<br>PassengerClass=3<br>shap=-14.059",
          "None=Klasen, Mr. Klas Albin<br>PassengerClass=3<br>shap=-20.266",
          "None=Rood, Mr. Hugh Roscoe<br>PassengerClass=1<br>shap=38.621",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>PassengerClass=3<br>shap=-18.718",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>PassengerClass=1<br>shap=71.193",
          "None=Vande Walle, Mr. Nestor Cyriel<br>PassengerClass=3<br>shap=-13.591",
          "None=Backstrom, Mr. Karl Alfred<br>PassengerClass=3<br>shap=-15.172",
          "None=Blank, Mr. Henry<br>PassengerClass=1<br>shap=50.910",
          "None=Ali, Mr. Ahmed<br>PassengerClass=3<br>shap=-14.043",
          "None=Green, Mr. George Henry<br>PassengerClass=3<br>shap=-13.519",
          "None=Nenkoff, Mr. Christo<br>PassengerClass=3<br>shap=-13.869",
          "None=Asplund, Miss. Lillian Gertrud<br>PassengerClass=3<br>shap=-34.483",
          "None=Harknett, Miss. Alice Phoebe<br>PassengerClass=3<br>shap=-18.371",
          "None=Hunt, Mr. George Henry<br>PassengerClass=2<br>shap=-8.218",
          "None=Reed, Mr. James George<br>PassengerClass=3<br>shap=-13.869",
          "None=Stead, Mr. William Thomas<br>PassengerClass=1<br>shap=39.859",
          "None=Thorne, Mrs. Gertrude Maybelle<br>PassengerClass=1<br>shap=65.380",
          "None=Parrish, Mrs. (Lutie Davis)<br>PassengerClass=2<br>shap=-14.877",
          "None=Smith, Mr. Thomas<br>PassengerClass=3<br>shap=-15.908",
          "None=Asplund, Master. Edvin Rojj Felix<br>PassengerClass=3<br>shap=-33.750",
          "None=Healy, Miss. Hanora \"Nora\"<br>PassengerClass=3<br>shap=-20.004",
          "None=Andrews, Miss. Kornelia Theodosia<br>PassengerClass=1<br>shap=43.778",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>PassengerClass=3<br>shap=-21.875",
          "None=Smith, Mr. Richard William<br>PassengerClass=1<br>shap=38.621",
          "None=Connolly, Miss. Kate<br>PassengerClass=3<br>shap=-20.040",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>PassengerClass=1<br>shap=62.990",
          "None=Levy, Mr. Rene Jacques<br>PassengerClass=2<br>shap=-12.638",
          "None=Lewy, Mr. Ervin G<br>PassengerClass=1<br>shap=49.458",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>PassengerClass=3<br>shap=-13.869",
          "None=Sage, Mr. George John Jr<br>PassengerClass=3<br>shap=-28.318",
          "None=Nysveen, Mr. Johan Hansen<br>PassengerClass=3<br>shap=-13.488",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>PassengerClass=1<br>shap=52.516",
          "None=Denkoff, Mr. Mitto<br>PassengerClass=3<br>shap=-13.869",
          "None=Burns, Miss. Elizabeth Margaret<br>PassengerClass=1<br>shap=59.993",
          "None=Dimic, Mr. Jovan<br>PassengerClass=3<br>shap=-13.793",
          "None=del Carlo, Mr. Sebastiano<br>PassengerClass=2<br>shap=-8.850",
          "None=Beavan, Mr. William Thomas<br>PassengerClass=3<br>shap=-14.069",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>PassengerClass=1<br>shap=62.114",
          "None=Widener, Mr. Harry Elkins<br>PassengerClass=1<br>shap=65.422",
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          "None=Plotcharsky, Mr. Vasil<br>PassengerClass=3<br>shap=-13.869",
          "None=Goodwin, Master. Sidney Leonard<br>PassengerClass=3<br>shap=-31.498",
          "None=Sadlier, Mr. Matthew<br>PassengerClass=3<br>shap=-15.908",
          "None=Gustafsson, Mr. Johan Birger<br>PassengerClass=3<br>shap=-24.553",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>PassengerClass=3<br>shap=-20.439",
          "None=Niskanen, Mr. Juha<br>PassengerClass=3<br>shap=-14.281",
          "None=Minahan, Miss. Daisy E<br>PassengerClass=1<br>shap=57.359",
          "None=Matthews, Mr. William John<br>PassengerClass=2<br>shap=-7.864",
          "None=Charters, Mr. David<br>PassengerClass=3<br>shap=-16.035",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>PassengerClass=2<br>shap=-13.982",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>PassengerClass=2<br>shap=-13.851",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>PassengerClass=3<br>shap=-14.110",
          "None=Peuchen, Major. Arthur Godfrey<br>PassengerClass=1<br>shap=39.858",
          "None=Anderson, Mr. Harry<br>PassengerClass=1<br>shap=37.251",
          "None=Milling, Mr. Jacob Christian<br>PassengerClass=2<br>shap=-7.673",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>PassengerClass=2<br>shap=-14.914",
          "None=Karlsson, Mr. Nils August<br>PassengerClass=3<br>shap=-14.060",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>PassengerClass=2<br>shap=-8.599",
          "None=Bishop, Mr. Dickinson H<br>PassengerClass=1<br>shap=68.612",
          "None=Windelov, Mr. Einar<br>PassengerClass=3<br>shap=-14.059",
          "None=Shellard, Mr. Frederick William<br>PassengerClass=3<br>shap=-13.869",
          "None=Svensson, Mr. Olof<br>PassengerClass=3<br>shap=-14.043",
          "None=O'Sullivan, Miss. Bridget Mary<br>PassengerClass=3<br>shap=-19.554",
          "None=Laitinen, Miss. Kristina Sofia<br>PassengerClass=3<br>shap=-19.784",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>PassengerClass=1<br>shap=50.264",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>PassengerClass=1<br>shap=41.467",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>PassengerClass=2<br>shap=-12.394",
          "None=Kassem, Mr. Fared<br>PassengerClass=3<br>shap=-16.879",
          "None=Cacic, Miss. Marija<br>PassengerClass=3<br>shap=-18.263",
          "None=Hart, Miss. Eva Miriam<br>PassengerClass=2<br>shap=-16.341",
          "None=Butt, Major. Archibald Willingham<br>PassengerClass=1<br>shap=41.406",
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          "None=Ohman, Miss. Velin<br>PassengerClass=3<br>shap=-18.594",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>PassengerClass=1<br>shap=56.879",
          "None=Morrow, Mr. Thomas Rowan<br>PassengerClass=3<br>shap=-15.908",
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          "None=Ross, Mr. John Hugo<br>PassengerClass=1<br>shap=54.283",
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          "None=Bourke, Miss. Mary<br>PassengerClass=3<br>shap=-22.538",
          "None=Boulos, Mr. Hanna<br>PassengerClass=3<br>shap=-16.879",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>PassengerClass=1<br>shap=48.192",
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          "None=Jardin, Mr. Jose Neto<br>PassengerClass=3<br>shap=-13.869",
          "None=Horgan, Mr. John<br>PassengerClass=3<br>shap=-15.908",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>PassengerClass=3<br>shap=-18.260",
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          "None=Bostandyeff, Mr. Guentcho<br>PassengerClass=3<br>shap=-13.699",
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          "None=Willey, Mr. Edward<br>PassengerClass=3<br>shap=-13.869",
          "None=Stanley, Miss. Amy Zillah Elsie<br>PassengerClass=3<br>shap=-18.598",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>PassengerClass=3<br>shap=-19.726",
          "None=Eitemiller, Mr. George Floyd<br>PassengerClass=2<br>shap=-8.200",
          "None=Colley, Mr. Edward Pomeroy<br>PassengerClass=1<br>shap=36.492",
          "None=Coleff, Mr. Peju<br>PassengerClass=3<br>shap=-14.298",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>PassengerClass=2<br>shap=-14.116",
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          "None=Turja, Miss. Anna Sofia<br>PassengerClass=3<br>shap=-18.722",
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          "None=Calderhead, Mr. Edward Pennington<br>PassengerClass=1<br>shap=37.997",
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          "None=Lewy, Mr. Ervin G<br>No_of_parents_plus_children_on_board=0<br>shap=-8.483",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>No_of_parents_plus_children_on_board=0<br>shap=-3.663",
          "None=Sage, Mr. George John Jr<br>No_of_parents_plus_children_on_board=2<br>shap=16.816",
          "None=Nysveen, Mr. Johan Hansen<br>No_of_parents_plus_children_on_board=0<br>shap=-3.867",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>No_of_parents_plus_children_on_board=0<br>shap=-6.882",
          "None=Denkoff, Mr. Mitto<br>No_of_parents_plus_children_on_board=0<br>shap=-3.663",
          "None=Burns, Miss. Elizabeth Margaret<br>No_of_parents_plus_children_on_board=0<br>shap=-4.862",
          "None=Dimic, Mr. Jovan<br>No_of_parents_plus_children_on_board=0<br>shap=-3.523",
          "None=del Carlo, Mr. Sebastiano<br>No_of_parents_plus_children_on_board=0<br>shap=-3.055",
          "None=Beavan, Mr. William Thomas<br>No_of_parents_plus_children_on_board=0<br>shap=-3.653",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>No_of_parents_plus_children_on_board=0<br>shap=-5.203",
          "None=Widener, Mr. Harry Elkins<br>No_of_parents_plus_children_on_board=2<br>shap=30.245",
          "None=Gustafsson, Mr. Karl Gideon<br>No_of_parents_plus_children_on_board=0<br>shap=-3.653",
          "None=Plotcharsky, Mr. Vasil<br>No_of_parents_plus_children_on_board=0<br>shap=-3.663",
          "None=Goodwin, Master. Sidney Leonard<br>No_of_parents_plus_children_on_board=2<br>shap=14.351",
          "None=Sadlier, Mr. Matthew<br>No_of_parents_plus_children_on_board=0<br>shap=-3.507",
          "None=Gustafsson, Mr. Johan Birger<br>No_of_parents_plus_children_on_board=0<br>shap=-3.918",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>No_of_parents_plus_children_on_board=2<br>shap=10.741",
          "None=Niskanen, Mr. Juha<br>No_of_parents_plus_children_on_board=0<br>shap=-3.127",
          "None=Minahan, Miss. Daisy E<br>No_of_parents_plus_children_on_board=0<br>shap=-6.205",
          "None=Matthews, Mr. William John<br>No_of_parents_plus_children_on_board=0<br>shap=-3.659",
          "None=Charters, Mr. David<br>No_of_parents_plus_children_on_board=0<br>shap=-3.502",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>No_of_parents_plus_children_on_board=0<br>shap=-3.078",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>No_of_parents_plus_children_on_board=1<br>shap=6.659",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>No_of_parents_plus_children_on_board=0<br>shap=-3.329",
          "None=Peuchen, Major. Arthur Godfrey<br>No_of_parents_plus_children_on_board=0<br>shap=-10.127",
          "None=Anderson, Mr. Harry<br>No_of_parents_plus_children_on_board=0<br>shap=-9.436",
          "None=Milling, Mr. Jacob Christian<br>No_of_parents_plus_children_on_board=0<br>shap=-4.011",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>No_of_parents_plus_children_on_board=2<br>shap=9.737",
          "None=Karlsson, Mr. Nils August<br>No_of_parents_plus_children_on_board=0<br>shap=-3.654",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>No_of_parents_plus_children_on_board=0<br>shap=-3.725",
          "None=Bishop, Mr. Dickinson H<br>No_of_parents_plus_children_on_board=0<br>shap=-6.993",
          "None=Windelov, Mr. Einar<br>No_of_parents_plus_children_on_board=0<br>shap=-3.653",
          "None=Shellard, Mr. Frederick William<br>No_of_parents_plus_children_on_board=0<br>shap=-3.663",
          "None=Svensson, Mr. Olof<br>No_of_parents_plus_children_on_board=0<br>shap=-3.661",
          "None=O'Sullivan, Miss. Bridget Mary<br>No_of_parents_plus_children_on_board=0<br>shap=-3.205",
          "None=Laitinen, Miss. Kristina Sofia<br>No_of_parents_plus_children_on_board=0<br>shap=-3.174",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>No_of_parents_plus_children_on_board=0<br>shap=-8.632",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>No_of_parents_plus_children_on_board=0<br>shap=-10.281",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>No_of_parents_plus_children_on_board=0<br>shap=-2.606",
          "None=Kassem, Mr. Fared<br>No_of_parents_plus_children_on_board=0<br>shap=-3.439",
          "None=Cacic, Miss. Marija<br>No_of_parents_plus_children_on_board=0<br>shap=-3.316",
          "None=Hart, Miss. Eva Miriam<br>No_of_parents_plus_children_on_board=2<br>shap=11.413",
          "None=Butt, Major. Archibald Willingham<br>No_of_parents_plus_children_on_board=0<br>shap=-11.963",
          "None=Beane, Mr. Edward<br>No_of_parents_plus_children_on_board=0<br>shap=-2.978",
          "None=Goldsmith, Mr. Frank John<br>No_of_parents_plus_children_on_board=1<br>shap=8.467",
          "None=Ohman, Miss. Velin<br>No_of_parents_plus_children_on_board=0<br>shap=-2.991",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>No_of_parents_plus_children_on_board=1<br>shap=14.712",
          "None=Morrow, Mr. Thomas Rowan<br>No_of_parents_plus_children_on_board=0<br>shap=-3.507",
          "None=Harris, Mr. George<br>No_of_parents_plus_children_on_board=0<br>shap=-3.849",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>No_of_parents_plus_children_on_board=0<br>shap=-15.701",
          "None=Patchett, Mr. George<br>No_of_parents_plus_children_on_board=0<br>shap=-3.653",
          "None=Ross, Mr. John Hugo<br>No_of_parents_plus_children_on_board=0<br>shap=-8.790",
          "None=Murdlin, Mr. Joseph<br>No_of_parents_plus_children_on_board=0<br>shap=-3.663",
          "None=Bourke, Miss. Mary<br>No_of_parents_plus_children_on_board=2<br>shap=11.807",
          "None=Boulos, Mr. Hanna<br>No_of_parents_plus_children_on_board=0<br>shap=-3.439",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>No_of_parents_plus_children_on_board=0<br>shap=-7.040",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>No_of_parents_plus_children_on_board=0<br>shap=-5.834",
          "None=Lindell, Mr. Edvard Bengtsson<br>No_of_parents_plus_children_on_board=0<br>shap=-3.635",
          "None=Daniel, Mr. Robert Williams<br>No_of_parents_plus_children_on_board=0<br>shap=-9.988",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>No_of_parents_plus_children_on_board=2<br>shap=9.924",
          "None=Shutes, Miss. Elizabeth W<br>No_of_parents_plus_children_on_board=0<br>shap=-7.780",
          "None=Jardin, Mr. Jose Neto<br>No_of_parents_plus_children_on_board=0<br>shap=-3.663",
          "None=Horgan, Mr. John<br>No_of_parents_plus_children_on_board=0<br>shap=-3.507",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>No_of_parents_plus_children_on_board=0<br>shap=-3.395",
          "None=Yasbeck, Mr. Antoni<br>No_of_parents_plus_children_on_board=0<br>shap=-3.505",
          "None=Bostandyeff, Mr. Guentcho<br>No_of_parents_plus_children_on_board=0<br>shap=-3.671",
          "None=Lundahl, Mr. Johan Svensson<br>No_of_parents_plus_children_on_board=0<br>shap=-3.984",
          "None=Stahelin-Maeglin, Dr. Max<br>No_of_parents_plus_children_on_board=0<br>shap=-7.519",
          "None=Willey, Mr. Edward<br>No_of_parents_plus_children_on_board=0<br>shap=-3.663",
          "None=Stanley, Miss. Amy Zillah Elsie<br>No_of_parents_plus_children_on_board=0<br>shap=-2.991",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>No_of_parents_plus_children_on_board=0<br>shap=-3.191",
          "None=Eitemiller, Mr. George Floyd<br>No_of_parents_plus_children_on_board=0<br>shap=-3.603",
          "None=Colley, Mr. Edward Pomeroy<br>No_of_parents_plus_children_on_board=0<br>shap=-9.897",
          "None=Coleff, Mr. Peju<br>No_of_parents_plus_children_on_board=0<br>shap=-3.610",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>No_of_parents_plus_children_on_board=1<br>shap=6.275",
          "None=Davidson, Mr. Thornton<br>No_of_parents_plus_children_on_board=0<br>shap=-12.340",
          "None=Turja, Miss. Anna Sofia<br>No_of_parents_plus_children_on_board=0<br>shap=-2.985",
          "None=Hassab, Mr. Hammad<br>No_of_parents_plus_children_on_board=0<br>shap=-6.976",
          "None=Goodwin, Mr. Charles Edward<br>No_of_parents_plus_children_on_board=2<br>shap=14.361",
          "None=Panula, Mr. Jaako Arnold<br>No_of_parents_plus_children_on_board=1<br>shap=8.682",
          "None=Fischer, Mr. Eberhard Thelander<br>No_of_parents_plus_children_on_board=0<br>shap=-3.645",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>No_of_parents_plus_children_on_board=0<br>shap=-3.567",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>No_of_parents_plus_children_on_board=0<br>shap=-6.080",
          "None=Hansen, Mr. Henrik Juul<br>No_of_parents_plus_children_on_board=0<br>shap=-3.695",
          "None=Calderhead, Mr. Edward Pennington<br>No_of_parents_plus_children_on_board=0<br>shap=-9.303",
          "None=Klaber, Mr. Herman<br>No_of_parents_plus_children_on_board=0<br>shap=-11.168",
          "None=Taylor, Mr. Elmer Zebley<br>No_of_parents_plus_children_on_board=0<br>shap=-9.722",
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          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>No_of_parents_plus_children_on_board=0<br>shap=-3.209",
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          "None=Gillespie, Mr. William Henry<br>No_of_parents_plus_children_on_board=0<br>shap=-3.575",
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          "None=Troupiansky, Mr. Moses Aaron<br>No_of_parents_plus_children_on_board=0<br>shap=-3.603",
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          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.808",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.085",
          "None=Palsson, Master. Gosta Leonard<br>No_of_siblings_plus_spouses_on_board=3<br>shap=16.866",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.531",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=3.473",
          "None=Saundercock, Mr. William Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.623",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.738",
          "None=Glynn, Miss. Mary Agatha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.473",
          "None=Meyer, Mr. Edgar Joseph<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.233",
          "None=Kraeff, Mr. Theodor<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.848",
          "None=Devaney, Miss. Margaret Delia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.440",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.980",
          "None=Rugg, Miss. Emily<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.499",
          "None=Harris, Mr. Henry Birkhardt<br>No_of_siblings_plus_spouses_on_board=1<br>shap=4.042",
          "None=Skoog, Master. Harald<br>No_of_siblings_plus_spouses_on_board=3<br>shap=17.125",
          "None=Kink, Mr. Vincenz<br>No_of_siblings_plus_spouses_on_board=2<br>shap=16.817",
          "None=Hood, Mr. Ambrose Jr<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.979",
          "None=Ilett, Miss. Bertha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.324",
          "None=Ford, Mr. William Neal<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.764",
          "None=Christmann, Mr. Emil<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.874",
          "None=Andreasson, Mr. Paul Edvin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Chaffee, Mr. Herbert Fuller<br>No_of_siblings_plus_spouses_on_board=1<br>shap=3.872",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=White, Mr. Richard Frasar<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-6.207",
          "None=Rekic, Mr. Tido<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.807",
          "None=Moran, Miss. Bertha<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.678",
          "None=Barton, Mr. David John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Jussila, Miss. Katriina<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.007",
          "None=Pekoniemi, Mr. Edvard<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Turpin, Mr. William John Robert<br>No_of_siblings_plus_spouses_on_board=1<br>shap=4.217",
          "None=Moore, Mr. Leonard Charles<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Osen, Mr. Olaf Elon<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.825",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>No_of_siblings_plus_spouses_on_board=2<br>shap=13.731",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.103",
          "None=Bateman, Rev. Robert James<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.171",
          "None=Meo, Mr. Alfonzo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.969",
          "None=Cribb, Mr. John Hatfield<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.264",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.574",
          "None=Van der hoef, Mr. Wyckoff<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.735",
          "None=Sivola, Mr. Antti Wilhelm<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Klasen, Mr. Klas Albin<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.390",
          "None=Rood, Mr. Hugh Roscoe<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.189",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.622",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.578",
          "None=Vande Walle, Mr. Nestor Cyriel<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.860",
          "None=Backstrom, Mr. Karl Alfred<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.291",
          "None=Blank, Mr. Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.156",
          "None=Ali, Mr. Ahmed<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.873",
          "None=Green, Mr. George Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.965",
          "None=Nenkoff, Mr. Christo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Asplund, Miss. Lillian Gertrud<br>No_of_siblings_plus_spouses_on_board=4<br>shap=18.420",
          "None=Harknett, Miss. Alice Phoebe<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.706",
          "None=Hunt, Mr. George Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.005",
          "None=Reed, Mr. James George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Stead, Mr. William Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.182",
          "None=Thorne, Mrs. Gertrude Maybelle<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.477",
          "None=Parrish, Mrs. (Lutie Davis)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.253",
          "None=Smith, Mr. Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.844",
          "None=Asplund, Master. Edvin Rojj Felix<br>No_of_siblings_plus_spouses_on_board=4<br>shap=18.733",
          "None=Healy, Miss. Hanora \"Nora\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.473",
          "None=Andrews, Miss. Kornelia Theodosia<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.367",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.064",
          "None=Smith, Mr. Richard William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.189",
          "None=Connolly, Miss. Kate<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.440",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.670",
          "None=Levy, Mr. Rene Jacques<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.910",
          "None=Lewy, Mr. Ervin G<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.306",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Sage, Mr. George John Jr<br>No_of_siblings_plus_spouses_on_board=8<br>shap=47.929",
          "None=Nysveen, Mr. Johan Hansen<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.969",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.800",
          "None=Denkoff, Mr. Mitto<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Burns, Miss. Elizabeth Margaret<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.374",
          "None=Dimic, Mr. Jovan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.826",
          "None=del Carlo, Mr. Sebastiano<br>No_of_siblings_plus_spouses_on_board=1<br>shap=4.158",
          "None=Beavan, Mr. William Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.471",
          "None=Widener, Mr. Harry Elkins<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-7.422",
          "None=Gustafsson, Mr. Karl Gideon<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Plotcharsky, Mr. Vasil<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Goodwin, Master. Sidney Leonard<br>No_of_siblings_plus_spouses_on_board=5<br>shap=30.033",
          "None=Sadlier, Mr. Matthew<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.844",
          "None=Gustafsson, Mr. Johan Birger<br>No_of_siblings_plus_spouses_on_board=2<br>shap=16.779",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.666",
          "None=Niskanen, Mr. Juha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.573",
          "None=Minahan, Miss. Daisy E<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.080",
          "None=Matthews, Mr. William John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.031",
          "None=Charters, Mr. David<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.780",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.499",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.249",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.661",
          "None=Peuchen, Major. Arthur Godfrey<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.170",
          "None=Anderson, Mr. Harry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.187",
          "None=Milling, Mr. Jacob Christian<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.164",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.584",
          "None=Karlsson, Mr. Nils August<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.054",
          "None=Bishop, Mr. Dickinson H<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.137",
          "None=Windelov, Mr. Einar<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Shellard, Mr. Frederick William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Svensson, Mr. Olof<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.873",
          "None=O'Sullivan, Miss. Bridget Mary<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.669",
          "None=Laitinen, Miss. Kristina Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.577",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.357",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.853",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=3.870",
          "None=Kassem, Mr. Fared<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.848",
          "None=Cacic, Miss. Marija<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.649",
          "None=Hart, Miss. Eva Miriam<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.558",
          "None=Butt, Major. Archibald Willingham<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.578",
          "None=Beane, Mr. Edward<br>No_of_siblings_plus_spouses_on_board=1<br>shap=4.084",
          "None=Goldsmith, Mr. Frank John<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.395",
          "None=Ohman, Miss. Velin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.461",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-2.906",
          "None=Morrow, Mr. Thomas Rowan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.844",
          "None=Harris, Mr. George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.949",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>No_of_siblings_plus_spouses_on_board=2<br>shap=35.224",
          "None=Patchett, Mr. George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Ross, Mr. John Hugo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.709",
          "None=Murdlin, Mr. Joseph<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Bourke, Miss. Mary<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.529",
          "None=Boulos, Mr. Hanna<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.848",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.880",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.164",
          "None=Lindell, Mr. Edvard Bengtsson<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.372",
          "None=Daniel, Mr. Robert Williams<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.956",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.520",
          "None=Shutes, Miss. Elizabeth W<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.722",
          "None=Jardin, Mr. Jose Neto<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Horgan, Mr. John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.844",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.982",
          "None=Yasbeck, Mr. Antoni<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.295",
          "None=Bostandyeff, Mr. Guentcho<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.869",
          "None=Lundahl, Mr. Johan Svensson<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.965",
          "None=Stahelin-Maeglin, Dr. Max<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.914",
          "None=Willey, Mr. Edward<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=Stanley, Miss. Amy Zillah Elsie<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.465",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.590",
          "None=Eitemiller, Mr. George Floyd<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.011",
          "None=Colley, Mr. Edward Pomeroy<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.187",
          "None=Coleff, Mr. Peju<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.810",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.160",
          "None=Davidson, Mr. Thornton<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.248",
          "None=Turja, Miss. Anna Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.443",
          "None=Hassab, Mr. Hammad<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.634",
          "None=Goodwin, Mr. Charles Edward<br>No_of_siblings_plus_spouses_on_board=5<br>shap=30.032",
          "None=Panula, Mr. Jaako Arnold<br>No_of_siblings_plus_spouses_on_board=4<br>shap=18.928",
          "None=Fischer, Mr. Eberhard Thelander<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.823",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.869",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.076",
          "None=Hansen, Mr. Henrik Juul<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.354",
          "None=Calderhead, Mr. Edward Pennington<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.017",
          "None=Klaber, Mr. Herman<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.087",
          "None=Taylor, Mr. Elmer Zebley<br>No_of_siblings_plus_spouses_on_board=1<br>shap=3.859",
          "None=Larsson, Mr. August Viktor<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.874",
          "None=Greenberg, Mr. Samuel<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.173",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.629",
          "None=McEvoy, Mr. Michael<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.844",
          "None=Johnson, Mr. Malkolm Joackim<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Gillespie, Mr. William Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.980",
          "None=Allen, Miss. Elisabeth Walton<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.003",
          "None=Berriman, Mr. William John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.011",
          "None=Troupiansky, Mr. Moses Aaron<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.011",
          "None=Williams, Mr. Leslie<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.860",
          "None=Ivanoff, Mr. Kanio<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.904",
          "None=McNamee, Mr. Neal<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.387",
          "None=Connaghton, Mr. Michael<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.813",
          "None=Carlsson, Mr. August Sigfrid<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.860",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.925",
          "None=Eklund, Mr. Hans Linus<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.825",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.358",
          "None=Moran, Mr. Daniel J<br>No_of_siblings_plus_spouses_on_board=1<br>shap=2.426",
          "None=Lievens, Mr. Rene Aime<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.873",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-5.016",
          "None=Ayoub, Miss. Banoura<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.429",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.537",
          "None=Johnston, Mr. Andrew G<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.558",
          "None=Ali, Mr. William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.875",
          "None=Sjoblom, Miss. Anna Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.443",
          "None=Guggenheim, Mr. Benjamin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.870",
          "None=Leader, Dr. Alice (Farnham)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.056",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.117",
          "None=Carter, Master. William Thornton II<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-4.552",
          "None=Thomas, Master. Assad Alexander<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.106",
          "None=Johansson, Mr. Karl Johan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.875",
          "None=Slemen, Mr. Richard James<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.961",
          "None=Tomlin, Mr. Ernest Portage<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.875",
          "None=McCormack, Mr. Thomas Joseph<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.618",
          "None=Richards, Master. George Sibley<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.951",
          "None=Mudd, Mr. Thomas Charles<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.800",
          "None=Lemberopolous, Mr. Peter L<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.704",
          "None=Sage, Mr. Douglas Bullen<br>No_of_siblings_plus_spouses_on_board=8<br>shap=47.929",
          "None=Boulos, Miss. Nourelain<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.110",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-3.005",
          "None=Razi, Mr. Raihed<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.848",
          "None=Johnson, Master. Harold Theodor<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.153",
          "None=Carlsson, Mr. Frans Olof<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.652",
          "None=Gustafsson, Mr. Alfred Ossian<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-2.841",
          "None=Montvila, Rev. Juozas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-4.028"
         ],
         "type": "scattergl",
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          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Embarked=Embarked_Southampton<br>shap=-9.892",
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          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Embarked=Embarked_Southampton<br>shap=-1.100",
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          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Embarked=Embarked_Southampton<br>shap=-0.597",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Embarked=Embarked_Southampton<br>shap=-1.402",
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          "None=Meo, Mr. Alfonzo<br>Embarked=Embarked_Southampton<br>shap=-1.192",
          "None=Cribb, Mr. John Hatfield<br>Embarked=Embarked_Southampton<br>shap=-1.019",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Embarked=Embarked_Southampton<br>shap=-1.964",
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          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Embarked=Embarked_Southampton<br>shap=-1.086",
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          "None=Green, Mr. George Henry<br>Embarked=Embarked_Southampton<br>shap=-1.242",
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          "None=Hunt, Mr. George Henry<br>Embarked=Embarked_Southampton<br>shap=-1.441",
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          "None=Stead, Mr. William Thomas<br>Embarked=Embarked_Southampton<br>shap=-4.124",
          "None=Parrish, Mrs. (Lutie Davis)<br>Embarked=Embarked_Southampton<br>shap=-1.192",
          "None=Asplund, Master. Edvin Rojj Felix<br>Embarked=Embarked_Southampton<br>shap=-0.575",
          "None=Andrews, Miss. Kornelia Theodosia<br>Embarked=Embarked_Southampton<br>shap=-5.962",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Embarked=Embarked_Southampton<br>shap=-1.584",
          "None=Smith, Mr. Richard William<br>Embarked=Embarked_Southampton<br>shap=-5.140",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Embarked=Embarked_Southampton<br>shap=-1.100",
          "None=Sage, Mr. George John Jr<br>Embarked=Embarked_Southampton<br>shap=-0.557",
          "None=Nysveen, Mr. Johan Hansen<br>Embarked=Embarked_Southampton<br>shap=-1.192",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Embarked=Embarked_Southampton<br>shap=-6.285",
          "None=Denkoff, Mr. Mitto<br>Embarked=Embarked_Southampton<br>shap=-1.100",
          "None=Dimic, Mr. Jovan<br>Embarked=Embarked_Southampton<br>shap=-1.409",
          "None=Beavan, Mr. William Thomas<br>Embarked=Embarked_Southampton<br>shap=-1.151",
          "None=Gustafsson, Mr. Karl Gideon<br>Embarked=Embarked_Southampton<br>shap=-1.151",
          "None=Plotcharsky, Mr. Vasil<br>Embarked=Embarked_Southampton<br>shap=-1.100",
          "None=Goodwin, Master. Sidney Leonard<br>Embarked=Embarked_Southampton<br>shap=-0.557",
          "None=Gustafsson, Mr. Johan Birger<br>Embarked=Embarked_Southampton<br>shap=-0.783",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Embarked=Embarked_Southampton<br>shap=-0.772",
          "None=Niskanen, Mr. Juha<br>Embarked=Embarked_Southampton<br>shap=-1.627",
          "None=Matthews, Mr. William John<br>Embarked=Embarked_Southampton<br>shap=-1.179",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Embarked=Embarked_Southampton<br>shap=-1.140",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Embarked=Embarked_Southampton<br>shap=-1.187",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Embarked=Embarked_Southampton<br>shap=-1.094",
          "None=Peuchen, Major. Arthur Godfrey<br>Embarked=Embarked_Southampton<br>shap=-5.577",
          "None=Anderson, Mr. Harry<br>Embarked=Embarked_Southampton<br>shap=-6.651",
          "None=Milling, Mr. Jacob Christian<br>Embarked=Embarked_Southampton<br>shap=-1.273",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Embarked=Embarked_Southampton<br>shap=-1.194",
          "None=Karlsson, Mr. Nils August<br>Embarked=Embarked_Southampton<br>shap=-1.142",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Embarked=Embarked_Southampton<br>shap=-1.142",
          "None=Windelov, Mr. Einar<br>Embarked=Embarked_Southampton<br>shap=-1.142",
          "None=Shellard, Mr. Frederick William<br>Embarked=Embarked_Southampton<br>shap=-1.100",
          "None=Svensson, Mr. Olof<br>Embarked=Embarked_Southampton<br>shap=-1.142",
          "None=Laitinen, Miss. Kristina Sofia<br>Embarked=Embarked_Southampton<br>shap=-1.717",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Embarked=Embarked_Southampton<br>shap=-6.842",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Embarked=Embarked_Southampton<br>shap=-1.792",
          "None=Cacic, Miss. Marija<br>Embarked=Embarked_Southampton<br>shap=-1.103",
          "None=Hart, Miss. Eva Miriam<br>Embarked=Embarked_Southampton<br>shap=-0.959",
          "None=Butt, Major. Archibald Willingham<br>Embarked=Embarked_Southampton<br>shap=-14.649",
          "None=Beane, Mr. Edward<br>Embarked=Embarked_Southampton<br>shap=-1.193",
          "None=Goldsmith, Mr. Frank John<br>Embarked=Embarked_Southampton<br>shap=-1.008",
          "None=Ohman, Miss. Velin<br>Embarked=Embarked_Southampton<br>shap=-1.080",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Embarked=Embarked_Southampton<br>shap=-4.449",
          "None=Harris, Mr. George<br>Embarked=Embarked_Southampton<br>shap=-1.300",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Embarked=Embarked_Southampton<br>shap=-3.260",
          "None=Patchett, Mr. George<br>Embarked=Embarked_Southampton<br>shap=-1.151",
          "None=Murdlin, Mr. Joseph<br>Embarked=Embarked_Southampton<br>shap=-1.100",
          "None=Lindell, Mr. Edvard Bengtsson<br>Embarked=Embarked_Southampton<br>shap=-1.636",
          "None=Daniel, Mr. Robert Williams<br>Embarked=Embarked_Southampton<br>shap=-6.627",
          "None=Shutes, Miss. Elizabeth W<br>Embarked=Embarked_Southampton<br>shap=-6.628",
          "None=Jardin, Mr. Jose Neto<br>Embarked=Embarked_Southampton<br>shap=-1.100",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Embarked=Embarked_Southampton<br>shap=-1.049",
          "None=Bostandyeff, Mr. Guentcho<br>Embarked=Embarked_Southampton<br>shap=-1.123",
          "None=Lundahl, Mr. Johan Svensson<br>Embarked=Embarked_Southampton<br>shap=-1.242",
          "None=Willey, Mr. Edward<br>Embarked=Embarked_Southampton<br>shap=-1.100",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Embarked=Embarked_Southampton<br>shap=-1.080",
          "None=Eitemiller, Mr. George Floyd<br>Embarked=Embarked_Southampton<br>shap=-1.156",
          "None=Colley, Mr. Edward Pomeroy<br>Embarked=Embarked_Southampton<br>shap=-5.456",
          "None=Coleff, Mr. Peju<br>Embarked=Embarked_Southampton<br>shap=-1.759",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Embarked=Embarked_Southampton<br>shap=-1.215",
          "None=Davidson, Mr. Thornton<br>Embarked=Embarked_Southampton<br>shap=-13.967",
          "None=Turja, Miss. Anna Sofia<br>Embarked=Embarked_Southampton<br>shap=-1.082",
          "None=Goodwin, Mr. Charles Edward<br>Embarked=Embarked_Southampton<br>shap=-0.557",
          "None=Panula, Mr. Jaako Arnold<br>Embarked=Embarked_Southampton<br>shap=-0.573",
          "None=Fischer, Mr. Eberhard Thelander<br>Embarked=Embarked_Southampton<br>shap=-1.151",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Embarked=Embarked_Southampton<br>shap=-1.238",
          "None=Hansen, Mr. Henrik Juul<br>Embarked=Embarked_Southampton<br>shap=-1.073",
          "None=Calderhead, Mr. Edward Pennington<br>Embarked=Embarked_Southampton<br>shap=-8.014",
          "None=Klaber, Mr. Herman<br>Embarked=Embarked_Southampton<br>shap=-4.168",
          "None=Taylor, Mr. Elmer Zebley<br>Embarked=Embarked_Southampton<br>shap=-5.244",
          "None=Larsson, Mr. August Viktor<br>Embarked=Embarked_Southampton<br>shap=-1.123",
          "None=Greenberg, Mr. Samuel<br>Embarked=Embarked_Southampton<br>shap=-1.226",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Embarked=Embarked_Southampton<br>shap=-0.935",
          "None=Johnson, Mr. Malkolm Joackim<br>Embarked=Embarked_Southampton<br>shap=-1.427",
          "None=Gillespie, Mr. William Henry<br>Embarked=Embarked_Southampton<br>shap=-1.883",
          "None=Allen, Miss. Elisabeth Walton<br>Embarked=Embarked_Southampton<br>shap=-7.499",
          "None=Berriman, Mr. William John<br>Embarked=Embarked_Southampton<br>shap=-1.156",
          "None=Troupiansky, Mr. Moses Aaron<br>Embarked=Embarked_Southampton<br>shap=-1.156",
          "None=Williams, Mr. Leslie<br>Embarked=Embarked_Southampton<br>shap=-1.123",
          "None=Ivanoff, Mr. Kanio<br>Embarked=Embarked_Southampton<br>shap=-1.100",
          "None=McNamee, Mr. Neal<br>Embarked=Embarked_Southampton<br>shap=-1.092",
          "None=Carlsson, Mr. August Sigfrid<br>Embarked=Embarked_Southampton<br>shap=-1.123",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Embarked=Embarked_Southampton<br>shap=-12.758",
          "None=Eklund, Mr. Hans Linus<br>Embarked=Embarked_Southampton<br>shap=-1.148",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Embarked=Embarked_Southampton<br>shap=-6.339",
          "None=Lievens, Mr. Rene Aime<br>Embarked=Embarked_Southampton<br>shap=-1.142",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Embarked=Embarked_Southampton<br>shap=-7.086",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Embarked=Embarked_Southampton<br>shap=-7.593",
          "None=Johnston, Mr. Andrew G<br>Embarked=Embarked_Southampton<br>shap=-0.747",
          "None=Ali, Mr. William<br>Embarked=Embarked_Southampton<br>shap=-1.121",
          "None=Sjoblom, Miss. Anna Sofia<br>Embarked=Embarked_Southampton<br>shap=-1.082",
          "None=Leader, Dr. Alice (Farnham)<br>Embarked=Embarked_Southampton<br>shap=-6.447",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Embarked=Embarked_Southampton<br>shap=-1.023",
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          "None=Moore, Mr. Leonard Charles<br>Sex=Sex_male<br>shap=-1.089",
          "None=Osen, Mr. Olaf Elon<br>Sex=Sex_male<br>shap=-1.069",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Sex=Sex_male<br>shap=-0.047",
          "None=Bateman, Rev. Robert James<br>Sex=Sex_male<br>shap=-1.192",
          "None=Meo, Mr. Alfonzo<br>Sex=Sex_male<br>shap=-1.225",
          "None=Cribb, Mr. John Hatfield<br>Sex=Sex_male<br>shap=-0.735",
          "None=Van der hoef, Mr. Wyckoff<br>Sex=Sex_male<br>shap=-4.043",
          "None=Sivola, Mr. Antti Wilhelm<br>Sex=Sex_male<br>shap=-1.056",
          "None=Klasen, Mr. Klas Albin<br>Sex=Sex_male<br>shap=-0.378",
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          "None=Backstrom, Mr. Karl Alfred<br>Sex=Sex_male<br>shap=-0.893",
          "None=Blank, Mr. Henry<br>Sex=Sex_male<br>shap=-5.388",
          "None=Ali, Mr. Ahmed<br>Sex=Sex_male<br>shap=-1.028",
          "None=Green, Mr. George Henry<br>Sex=Sex_male<br>shap=-1.224",
          "None=Nenkoff, Mr. Christo<br>Sex=Sex_male<br>shap=-1.089",
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          "None=Reed, Mr. James George<br>Sex=Sex_male<br>shap=-1.089",
          "None=Stead, Mr. William Thomas<br>Sex=Sex_male<br>shap=-5.625",
          "None=Smith, Mr. Thomas<br>Sex=Sex_male<br>shap=-1.016",
          "None=Asplund, Master. Edvin Rojj Felix<br>Sex=Sex_male<br>shap=-0.261",
          "None=Smith, Mr. Richard William<br>Sex=Sex_male<br>shap=-5.703",
          "None=Levy, Mr. Rene Jacques<br>Sex=Sex_male<br>shap=-0.753",
          "None=Lewy, Mr. Ervin G<br>Sex=Sex_male<br>shap=-7.749",
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          "None=Levy, Mr. Rene Jacques<br>Deck=Deck_D<br>shap=-1.619",
          "None=Hassab, Mr. Hammad<br>Deck=Deck_D<br>shap=-9.147",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Deck=Deck_D<br>shap=-7.829",
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          "None=Rood, Mr. Hugh Roscoe<br>Deck=Deck_A<br>shap=-4.532",
          "None=Blank, Mr. Henry<br>Deck=Deck_A<br>shap=-11.302",
          "None=Smith, Mr. Richard William<br>Deck=Deck_A<br>shap=-4.532",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Deck=Deck_G<br>shap=-1.049",
          "None=Ross, Mr. John Hugo<br>Deck=Deck_A<br>shap=-8.683",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Deck=Deck_A<br>shap=-8.939",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Deck=Deck_F<br>shap=-0.859"
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         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Survival=1<br>shap=1.957",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Survival=1<br>shap=0.993",
          "None=Palsson, Master. Gosta Leonard<br>Survival=0<br>shap=-0.189",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Survival=1<br>shap=0.478",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Survival=1<br>shap=0.573",
          "None=Saundercock, Mr. William Henry<br>Survival=0<br>shap=-0.918",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Survival=0<br>shap=-0.836",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Survival=1<br>shap=0.334",
          "None=Glynn, Miss. Mary Agatha<br>Survival=1<br>shap=1.446",
          "None=Meyer, Mr. Edgar Joseph<br>Survival=0<br>shap=-3.469",
          "None=Kraeff, Mr. Theodor<br>Survival=0<br>shap=-1.028",
          "None=Devaney, Miss. Margaret Delia<br>Survival=1<br>shap=1.386",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Survival=0<br>shap=-0.687",
          "None=Rugg, Miss. Emily<br>Survival=1<br>shap=0.679",
          "None=Harris, Mr. Henry Birkhardt<br>Survival=0<br>shap=-1.296",
          "None=Skoog, Master. Harald<br>Survival=0<br>shap=-0.149",
          "None=Kink, Mr. Vincenz<br>Survival=0<br>shap=-0.441",
          "None=Hood, Mr. Ambrose Jr<br>Survival=0<br>shap=-0.599",
          "None=Ilett, Miss. Bertha<br>Survival=1<br>shap=0.679",
          "None=Ford, Mr. William Neal<br>Survival=0<br>shap=-0.224",
          "None=Christmann, Mr. Emil<br>Survival=0<br>shap=-0.928",
          "None=Andreasson, Mr. Paul Edvin<br>Survival=0<br>shap=-0.918",
          "None=Chaffee, Mr. Herbert Fuller<br>Survival=0<br>shap=-1.905",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Survival=0<br>shap=-0.948",
          "None=White, Mr. Richard Frasar<br>Survival=0<br>shap=0.715",
          "None=Rekic, Mr. Tido<br>Survival=0<br>shap=-1.087",
          "None=Moran, Miss. Bertha<br>Survival=1<br>shap=0.996",
          "None=Barton, Mr. David John<br>Survival=0<br>shap=-0.918",
          "None=Jussila, Miss. Katriina<br>Survival=0<br>shap=-0.687",
          "None=Pekoniemi, Mr. Edvard<br>Survival=0<br>shap=-0.918",
          "None=Turpin, Mr. William John Robert<br>Survival=0<br>shap=-0.530",
          "None=Moore, Mr. Leonard Charles<br>Survival=0<br>shap=-0.948",
          "None=Osen, Mr. Olaf Elon<br>Survival=0<br>shap=-0.918",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Survival=0<br>shap=-0.092",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Survival=0<br>shap=-0.290",
          "None=Bateman, Rev. Robert James<br>Survival=0<br>shap=-0.780",
          "None=Meo, Mr. Alfonzo<br>Survival=0<br>shap=-1.127",
          "None=Cribb, Mr. John Hatfield<br>Survival=0<br>shap=-0.529",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Survival=1<br>shap=0.561",
          "None=Van der hoef, Mr. Wyckoff<br>Survival=0<br>shap=-8.147",
          "None=Sivola, Mr. Antti Wilhelm<br>Survival=0<br>shap=-0.918",
          "None=Klasen, Mr. Klas Albin<br>Survival=0<br>shap=-0.297",
          "None=Rood, Mr. Hugh Roscoe<br>Survival=0<br>shap=-1.654",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Survival=1<br>shap=1.121",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Survival=1<br>shap=4.472",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Survival=0<br>shap=-0.928",
          "None=Backstrom, Mr. Karl Alfred<br>Survival=0<br>shap=-0.856",
          "None=Blank, Mr. Henry<br>Survival=1<br>shap=2.813",
          "None=Ali, Mr. Ahmed<br>Survival=0<br>shap=-0.918",
          "None=Green, Mr. George Henry<br>Survival=0<br>shap=-1.127",
          "None=Nenkoff, Mr. Christo<br>Survival=0<br>shap=-0.948",
          "None=Asplund, Miss. Lillian Gertrud<br>Survival=1<br>shap=0.125",
          "None=Harknett, Miss. Alice Phoebe<br>Survival=0<br>shap=-0.861",
          "None=Hunt, Mr. George Henry<br>Survival=0<br>shap=-0.732",
          "None=Reed, Mr. James George<br>Survival=0<br>shap=-0.948",
          "None=Stead, Mr. William Thomas<br>Survival=0<br>shap=-1.433",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Survival=1<br>shap=2.425",
          "None=Parrish, Mrs. (Lutie Davis)<br>Survival=1<br>shap=0.873",
          "None=Smith, Mr. Thomas<br>Survival=0<br>shap=-0.945",
          "None=Asplund, Master. Edvin Rojj Felix<br>Survival=1<br>shap=0.135",
          "None=Healy, Miss. Hanora \"Nora\"<br>Survival=1<br>shap=1.446",
          "None=Andrews, Miss. Kornelia Theodosia<br>Survival=1<br>shap=1.330",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Survival=1<br>shap=0.561",
          "None=Smith, Mr. Richard William<br>Survival=0<br>shap=-1.654",
          "None=Connolly, Miss. Kate<br>Survival=1<br>shap=1.386",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Survival=1<br>shap=2.837",
          "None=Levy, Mr. Rene Jacques<br>Survival=0<br>shap=-0.902",
          "None=Lewy, Mr. Ervin G<br>Survival=0<br>shap=-3.690",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Survival=0<br>shap=-0.948",
          "None=Sage, Mr. George John Jr<br>Survival=0<br>shap=-0.292",
          "None=Nysveen, Mr. Johan Hansen<br>Survival=0<br>shap=-1.120",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Survival=1<br>shap=1.661",
          "None=Denkoff, Mr. Mitto<br>Survival=0<br>shap=-0.948",
          "None=Burns, Miss. Elizabeth Margaret<br>Survival=1<br>shap=2.642",
          "None=Dimic, Mr. Jovan<br>Survival=0<br>shap=-1.097",
          "None=del Carlo, Mr. Sebastiano<br>Survival=0<br>shap=-0.643",
          "None=Beavan, Mr. William Thomas<br>Survival=0<br>shap=-0.918",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Survival=1<br>shap=2.243",
          "None=Widener, Mr. Harry Elkins<br>Survival=0<br>shap=0.695",
          "None=Gustafsson, Mr. Karl Gideon<br>Survival=0<br>shap=-0.918",
          "None=Plotcharsky, Mr. Vasil<br>Survival=0<br>shap=-0.948",
          "None=Goodwin, Master. Sidney Leonard<br>Survival=0<br>shap=-0.241",
          "None=Sadlier, Mr. Matthew<br>Survival=0<br>shap=-0.945",
          "None=Gustafsson, Mr. Johan Birger<br>Survival=0<br>shap=-0.447",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Survival=1<br>shap=0.428",
          "None=Niskanen, Mr. Juha<br>Survival=1<br>shap=1.991",
          "None=Minahan, Miss. Daisy E<br>Survival=1<br>shap=1.063",
          "None=Matthews, Mr. William John<br>Survival=0<br>shap=-0.610",
          "None=Charters, Mr. David<br>Survival=0<br>shap=-0.914",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Survival=1<br>shap=0.679",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Survival=1<br>shap=0.392",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Survival=1<br>shap=1.721",
          "None=Peuchen, Major. Arthur Godfrey<br>Survival=1<br>shap=1.294",
          "None=Anderson, Mr. Harry<br>Survival=1<br>shap=1.673",
          "None=Milling, Mr. Jacob Christian<br>Survival=0<br>shap=-0.780",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Survival=1<br>shap=0.337",
          "None=Karlsson, Mr. Nils August<br>Survival=0<br>shap=-0.918",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Survival=0<br>shap=-0.630",
          "None=Bishop, Mr. Dickinson H<br>Survival=1<br>shap=4.746",
          "None=Windelov, Mr. Einar<br>Survival=0<br>shap=-0.918",
          "None=Shellard, Mr. Frederick William<br>Survival=0<br>shap=-0.948",
          "None=Svensson, Mr. Olof<br>Survival=0<br>shap=-0.918",
          "None=O'Sullivan, Miss. Bridget Mary<br>Survival=0<br>shap=-0.885",
          "None=Laitinen, Miss. Kristina Sofia<br>Survival=0<br>shap=-0.994",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Survival=0<br>shap=-1.284",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Survival=1<br>shap=1.937",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Survival=1<br>shap=0.729",
          "None=Kassem, Mr. Fared<br>Survival=0<br>shap=-1.028",
          "None=Cacic, Miss. Marija<br>Survival=0<br>shap=-0.842",
          "None=Hart, Miss. Eva Miriam<br>Survival=1<br>shap=0.326",
          "None=Butt, Major. Archibald Willingham<br>Survival=0<br>shap=-8.158",
          "None=Beane, Mr. Edward<br>Survival=1<br>shap=0.794",
          "None=Goldsmith, Mr. Frank John<br>Survival=0<br>shap=-0.430",
          "None=Ohman, Miss. Velin<br>Survival=1<br>shap=1.546",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Survival=1<br>shap=0.696",
          "None=Morrow, Mr. Thomas Rowan<br>Survival=0<br>shap=-0.945",
          "None=Harris, Mr. George<br>Survival=1<br>shap=1.080",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Survival=1<br>shap=0.814",
          "None=Patchett, Mr. George<br>Survival=0<br>shap=-0.918",
          "None=Ross, Mr. John Hugo<br>Survival=0<br>shap=-5.165",
          "None=Murdlin, Mr. Joseph<br>Survival=0<br>shap=-0.948",
          "None=Bourke, Miss. Mary<br>Survival=0<br>shap=-0.343",
          "None=Boulos, Mr. Hanna<br>Survival=0<br>shap=-1.028",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Survival=1<br>shap=2.555",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Survival=1<br>shap=4.398",
          "None=Lindell, Mr. Edvard Bengtsson<br>Survival=0<br>shap=-0.916",
          "None=Daniel, Mr. Robert Williams<br>Survival=1<br>shap=1.909",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Survival=1<br>shap=0.284",
          "None=Shutes, Miss. Elizabeth W<br>Survival=1<br>shap=1.104",
          "None=Jardin, Mr. Jose Neto<br>Survival=0<br>shap=-0.948",
          "None=Horgan, Mr. John<br>Survival=0<br>shap=-0.945",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Survival=0<br>shap=-0.687",
          "None=Yasbeck, Mr. Antoni<br>Survival=0<br>shap=-0.826",
          "None=Bostandyeff, Mr. Guentcho<br>Survival=0<br>shap=-0.918",
          "None=Lundahl, Mr. Johan Svensson<br>Survival=0<br>shap=-1.127",
          "None=Stahelin-Maeglin, Dr. Max<br>Survival=1<br>shap=5.662",
          "None=Willey, Mr. Edward<br>Survival=0<br>shap=-0.948",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Survival=1<br>shap=1.546",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Survival=0<br>shap=-0.855",
          "None=Eitemiller, Mr. George Floyd<br>Survival=0<br>shap=-0.599",
          "None=Colley, Mr. Edward Pomeroy<br>Survival=0<br>shap=-2.061",
          "None=Coleff, Mr. Peju<br>Survival=0<br>shap=-1.113",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Survival=1<br>shap=0.392",
          "None=Davidson, Mr. Thornton<br>Survival=0<br>shap=-5.889",
          "None=Turja, Miss. Anna Sofia<br>Survival=1<br>shap=1.546",
          "None=Hassab, Mr. Hammad<br>Survival=1<br>shap=1.760",
          "None=Goodwin, Mr. Charles Edward<br>Survival=0<br>shap=-0.241",
          "None=Panula, Mr. Jaako Arnold<br>Survival=0<br>shap=-0.189",
          "None=Fischer, Mr. Eberhard Thelander<br>Survival=0<br>shap=-0.918",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Survival=0<br>shap=-1.002",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Survival=1<br>shap=0.894",
          "None=Hansen, Mr. Henrik Juul<br>Survival=0<br>shap=-0.738",
          "None=Calderhead, Mr. Edward Pennington<br>Survival=1<br>shap=1.650",
          "None=Klaber, Mr. Herman<br>Survival=0<br>shap=-0.275",
          "None=Taylor, Mr. Elmer Zebley<br>Survival=1<br>shap=1.119",
          "None=Larsson, Mr. August Viktor<br>Survival=0<br>shap=-0.928",
          "None=Greenberg, Mr. Samuel<br>Survival=0<br>shap=-0.780",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Survival=1<br>shap=0.618",
          "None=McEvoy, Mr. Michael<br>Survival=0<br>shap=-0.945",
          "None=Johnson, Mr. Malkolm Joackim<br>Survival=0<br>shap=-1.079",
          "None=Gillespie, Mr. William Henry<br>Survival=0<br>shap=-0.766",
          "None=Allen, Miss. Elisabeth Walton<br>Survival=1<br>shap=2.269",
          "None=Berriman, Mr. William John<br>Survival=0<br>shap=-0.599",
          "None=Troupiansky, Mr. Moses Aaron<br>Survival=0<br>shap=-0.599",
          "None=Williams, Mr. Leslie<br>Survival=0<br>shap=-0.928",
          "None=Ivanoff, Mr. Kanio<br>Survival=0<br>shap=-0.948",
          "None=McNamee, Mr. Neal<br>Survival=0<br>shap=-0.738",
          "None=Connaghton, Mr. Michael<br>Survival=0<br>shap=-0.931",
          "None=Carlsson, Mr. August Sigfrid<br>Survival=0<br>shap=-0.928",
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          "None=Rugg, Miss. Emily<br>Age=21.0<br>shap=-0.366",
          "None=Harris, Mr. Henry Birkhardt<br>Age=45.0<br>shap=-1.571",
          "None=Skoog, Master. Harald<br>Age=4.0<br>shap=0.357",
          "None=Kink, Mr. Vincenz<br>Age=26.0<br>shap=-0.062",
          "None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>shap=0.018",
          "None=Ilett, Miss. Bertha<br>Age=17.0<br>shap=0.464",
          "None=Ford, Mr. William Neal<br>Age=16.0<br>shap=0.135",
          "None=Christmann, Mr. Emil<br>Age=29.0<br>shap=-0.252",
          "None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>shap=-0.011",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>shap=-0.616",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=nan<br>shap=0.343",
          "None=White, Mr. Richard Frasar<br>Age=21.0<br>shap=2.686",
          "None=Rekic, Mr. Tido<br>Age=38.0<br>shap=0.540",
          "None=Moran, Miss. Bertha<br>Age=nan<br>shap=-0.107",
          "None=Barton, Mr. David John<br>Age=22.0<br>shap=-0.023",
          "None=Jussila, Miss. Katriina<br>Age=20.0<br>shap=-0.337",
          "None=Pekoniemi, Mr. Edvard<br>Age=21.0<br>shap=-0.026",
          "None=Turpin, Mr. William John Robert<br>Age=29.0<br>shap=-0.271",
          "None=Moore, Mr. Leonard Charles<br>Age=nan<br>shap=0.343",
          "None=Osen, Mr. Olaf Elon<br>Age=16.0<br>shap=0.131",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=9.0<br>shap=0.286",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=36.5<br>shap=1.011",
          "None=Bateman, Rev. Robert James<br>Age=51.0<br>shap=0.320",
          "None=Meo, Mr. Alfonzo<br>Age=55.5<br>shap=0.012",
          "None=Cribb, Mr. John Hatfield<br>Age=44.0<br>shap=0.058",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=nan<br>shap=3.755",
          "None=Van der hoef, Mr. Wyckoff<br>Age=61.0<br>shap=-2.261",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=21.0<br>shap=-0.026",
          "None=Klasen, Mr. Klas Albin<br>Age=18.0<br>shap=0.107",
          "None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>shap=1.759",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=19.0<br>shap=-0.452",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>shap=5.828",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>shap=0.069",
          "None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>shap=-0.179",
          "None=Blank, Mr. Henry<br>Age=40.0<br>shap=3.683",
          "None=Ali, Mr. Ahmed<br>Age=24.0<br>shap=-0.024",
          "None=Green, Mr. George Henry<br>Age=51.0<br>shap=0.236",
          "None=Nenkoff, Mr. Christo<br>Age=nan<br>shap=0.343",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>shap=0.194",
          "None=Harknett, Miss. Alice Phoebe<br>Age=nan<br>shap=0.170",
          "None=Hunt, Mr. George Henry<br>Age=33.0<br>shap=0.481",
          "None=Reed, Mr. James George<br>Age=nan<br>shap=0.343",
          "None=Stead, Mr. William Thomas<br>Age=62.0<br>shap=-2.660",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=nan<br>shap=-4.277",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=50.0<br>shap=3.662",
          "None=Smith, Mr. Thomas<br>Age=nan<br>shap=0.215",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=3.0<br>shap=0.229",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=nan<br>shap=-0.108",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=63.0<br>shap=-1.548",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=35.0<br>shap=1.210",
          "None=Smith, Mr. Richard William<br>Age=nan<br>shap=1.759",
          "None=Connolly, Miss. Kate<br>Age=22.0<br>shap=-0.568",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=19.0<br>shap=-4.351",
          "None=Levy, Mr. Rene Jacques<br>Age=36.0<br>shap=2.132",
          "None=Lewy, Mr. Ervin G<br>Age=nan<br>shap=0.136",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=nan<br>shap=0.343",
          "None=Sage, Mr. George John Jr<br>Age=nan<br>shap=1.872",
          "None=Nysveen, Mr. Johan Hansen<br>Age=61.0<br>shap=0.026",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=nan<br>shap=-0.920",
          "None=Denkoff, Mr. Mitto<br>Age=nan<br>shap=0.343",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=41.0<br>shap=4.131",
          "None=Dimic, Mr. Jovan<br>Age=42.0<br>shap=0.076",
          "None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>shap=-0.477",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>shap=-0.011",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=nan<br>shap=-4.179",
          "None=Widener, Mr. Harry Elkins<br>Age=27.0<br>shap=2.836",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>shap=-0.011",
          "None=Plotcharsky, Mr. Vasil<br>Age=nan<br>shap=0.343",
          "None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>shap=-1.452",
          "None=Sadlier, Mr. Matthew<br>Age=nan<br>shap=0.215",
          "None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>shap=0.147",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>shap=-0.267",
          "None=Niskanen, Mr. Juha<br>Age=39.0<br>shap=0.830",
          "None=Minahan, Miss. Daisy E<br>Age=33.0<br>shap=3.678",
          "None=Matthews, Mr. William John<br>Age=30.0<br>shap=-0.116",
          "None=Charters, Mr. David<br>Age=21.0<br>shap=-0.107",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=19.0<br>shap=-0.358",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>shap=0.331",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=nan<br>shap=0.254",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>shap=-2.205",
          "None=Anderson, Mr. Harry<br>Age=48.0<br>shap=-0.813",
          "None=Milling, Mr. Jacob Christian<br>Age=48.0<br>shap=0.396",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>shap=0.430",
          "None=Karlsson, Mr. Nils August<br>Age=22.0<br>shap=-0.023",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=nan<br>shap=-0.193",
          "None=Bishop, Mr. Dickinson H<br>Age=25.0<br>shap=-2.557",
          "None=Windelov, Mr. Einar<br>Age=21.0<br>shap=-0.026",
          "None=Shellard, Mr. Frederick William<br>Age=nan<br>shap=0.343",
          "None=Svensson, Mr. Olof<br>Age=24.0<br>shap=-0.024",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>shap=-0.003",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>shap=1.184",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>shap=0.933",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=nan<br>shap=1.073",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=36.0<br>shap=1.419",
          "None=Kassem, Mr. Fared<br>Age=nan<br>shap=0.121",
          "None=Cacic, Miss. Marija<br>Age=30.0<br>shap=-0.285",
          "None=Hart, Miss. Eva Miriam<br>Age=7.0<br>shap=0.476",
          "None=Butt, Major. Archibald Willingham<br>Age=45.0<br>shap=-0.120",
          "None=Beane, Mr. Edward<br>Age=32.0<br>shap=0.055",
          "None=Goldsmith, Mr. Frank John<br>Age=33.0<br>shap=0.282",
          "None=Ohman, Miss. Velin<br>Age=22.0<br>shap=-0.414",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>shap=0.603",
          "None=Morrow, Mr. Thomas Rowan<br>Age=nan<br>shap=0.215",
          "None=Harris, Mr. George<br>Age=62.0<br>shap=0.498",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>shap=-7.076",
          "None=Patchett, Mr. George<br>Age=19.0<br>shap=-0.011",
          "None=Ross, Mr. John Hugo<br>Age=36.0<br>shap=13.178",
          "None=Murdlin, Mr. Joseph<br>Age=nan<br>shap=0.343",
          "None=Bourke, Miss. Mary<br>Age=nan<br>shap=0.079",
          "None=Boulos, Mr. Hanna<br>Age=nan<br>shap=0.121",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=49.0<br>shap=-0.670",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=35.0<br>shap=22.702",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>shap=0.910",
          "None=Daniel, Mr. Robert Williams<br>Age=27.0<br>shap=-0.792",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>shap=-0.617",
          "None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>shap=0.712",
          "None=Jardin, Mr. Jose Neto<br>Age=nan<br>shap=0.343",
          "None=Horgan, Mr. John<br>Age=nan<br>shap=0.215",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>shap=-0.443",
          "None=Yasbeck, Mr. Antoni<br>Age=27.0<br>shap=-0.505",
          "None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>shap=-0.188",
          "None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>shap=0.236",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>shap=3.866",
          "None=Willey, Mr. Edward<br>Age=nan<br>shap=0.343",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>shap=-0.408",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Age=18.0<br>shap=-0.259",
          "None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>shap=0.041",
          "None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>shap=-1.201",
          "None=Coleff, Mr. Peju<br>Age=36.0<br>shap=1.077",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>shap=0.164",
          "None=Davidson, Mr. Thornton<br>Age=31.0<br>shap=0.473",
          "None=Turja, Miss. Anna Sofia<br>Age=18.0<br>shap=-0.308",
          "None=Hassab, Mr. Hammad<br>Age=27.0<br>shap=-3.491",
          "None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>shap=-1.434",
          "None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>shap=0.340",
          "None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>shap=0.088",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>shap=-0.052",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>shap=-2.559",
          "None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>shap=-0.314",
          "None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>shap=-0.149",
          "None=Klaber, Mr. Herman<br>Age=nan<br>shap=3.608",
          "None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>shap=-1.314",
          "None=Larsson, Mr. August Viktor<br>Age=29.0<br>shap=-0.252",
          "None=Greenberg, Mr. Samuel<br>Age=52.0<br>shap=0.200",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Age=27.0<br>shap=-0.273",
          "None=McEvoy, Mr. Michael<br>Age=nan<br>shap=0.215",
          "None=Johnson, Mr. Malkolm Joackim<br>Age=33.0<br>shap=0.492",
          "None=Gillespie, Mr. William Henry<br>Age=34.0<br>shap=1.392",
          "None=Allen, Miss. Elisabeth Walton<br>Age=29.0<br>shap=-1.294",
          "None=Berriman, Mr. William John<br>Age=23.0<br>shap=0.041",
          "None=Troupiansky, Mr. Moses Aaron<br>Age=23.0<br>shap=0.041",
          "None=Williams, Mr. Leslie<br>Age=28.5<br>shap=0.069",
          "None=Ivanoff, Mr. Kanio<br>Age=nan<br>shap=0.343",
          "None=McNamee, Mr. Neal<br>Age=24.0<br>shap=-0.114",
          "None=Connaghton, Mr. Michael<br>Age=31.0<br>shap=-0.223",
          "None=Carlsson, Mr. August Sigfrid<br>Age=28.0<br>shap=0.069",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Age=33.0<br>shap=1.497",
          "None=Eklund, Mr. Hans Linus<br>Age=16.0<br>shap=0.131",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Age=51.0<br>shap=-1.553",
          "None=Moran, Mr. Daniel J<br>Age=nan<br>shap=0.241",
          "None=Lievens, Mr. Rene Aime<br>Age=24.0<br>shap=-0.024",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Age=43.0<br>shap=-1.454",
          "None=Ayoub, Miss. Banoura<br>Age=13.0<br>shap=-0.333",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Age=17.0<br>shap=-1.061",
          "None=Johnston, Mr. Andrew G<br>Age=nan<br>shap=0.307",
          "None=Ali, Mr. William<br>Age=25.0<br>shap=-0.145",
          "None=Sjoblom, Miss. Anna Sofia<br>Age=18.0<br>shap=-0.308",
          "None=Guggenheim, Mr. Benjamin<br>Age=46.0<br>shap=4.066",
          "None=Leader, Dr. Alice (Farnham)<br>Age=49.0<br>shap=-1.754",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Age=31.0<br>shap=-0.216",
          "None=Carter, Master. William Thornton II<br>Age=11.0<br>shap=7.176",
          "None=Thomas, Master. Assad Alexander<br>Age=0.42<br>shap=0.047",
          "None=Johansson, Mr. Karl Johan<br>Age=31.0<br>shap=-0.157",
          "None=Slemen, Mr. Richard James<br>Age=35.0<br>shap=1.354",
          "None=Tomlin, Mr. Ernest Portage<br>Age=30.5<br>shap=-0.146",
          "None=McCormack, Mr. Thomas Joseph<br>Age=nan<br>shap=0.084",
          "None=Richards, Master. George Sibley<br>Age=0.83<br>shap=0.241",
          "None=Mudd, Mr. Thomas Charles<br>Age=16.0<br>shap=0.887",
          "None=Lemberopolous, Mr. Peter L<br>Age=34.5<br>shap=2.974",
          "None=Sage, Mr. Douglas Bullen<br>Age=nan<br>shap=1.872",
          "None=Boulos, Miss. Nourelain<br>Age=9.0<br>shap=-0.080",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Age=18.0<br>shap=-0.250",
          "None=Razi, Mr. Raihed<br>Age=nan<br>shap=0.121",
          "None=Johnson, Master. Harold Theodor<br>Age=4.0<br>shap=0.310",
          "None=Carlsson, Mr. Frans Olof<br>Age=33.0<br>shap=1.967",
          "None=Gustafsson, Mr. Alfred Ossian<br>Age=20.0<br>shap=-0.011",
          "None=Montvila, Rev. Juozas<br>Age=27.0<br>shap=-0.177"
         ],
         "type": "scattergl",
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Katriina<br>Survival=0<br>shap=-0.687\", \"None=Pekoniemi, Mr. Edvard<br>Survival=0<br>shap=-0.918\", \"None=Turpin, Mr. William John Robert<br>Survival=0<br>shap=-0.530\", \"None=Moore, Mr. Leonard Charles<br>Survival=0<br>shap=-0.948\", \"None=Osen, Mr. Olaf Elon<br>Survival=0<br>shap=-0.918\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Survival=0<br>shap=-0.092\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Survival=0<br>shap=-0.290\", \"None=Bateman, Rev. Robert James<br>Survival=0<br>shap=-0.780\", \"None=Meo, Mr. Alfonzo<br>Survival=0<br>shap=-1.127\", \"None=Cribb, Mr. John Hatfield<br>Survival=0<br>shap=-0.529\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Survival=1<br>shap=0.561\", \"None=Van der hoef, Mr. Wyckoff<br>Survival=0<br>shap=-8.147\", \"None=Sivola, Mr. Antti Wilhelm<br>Survival=0<br>shap=-0.918\", \"None=Klasen, Mr. Klas Albin<br>Survival=0<br>shap=-0.297\", \"None=Rood, Mr. Hugh Roscoe<br>Survival=0<br>shap=-1.654\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Survival=1<br>shap=1.121\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Survival=1<br>shap=4.472\", \"None=Vande Walle, Mr. Nestor Cyriel<br>Survival=0<br>shap=-0.928\", \"None=Backstrom, Mr. Karl Alfred<br>Survival=0<br>shap=-0.856\", \"None=Blank, Mr. Henry<br>Survival=1<br>shap=2.813\", \"None=Ali, Mr. Ahmed<br>Survival=0<br>shap=-0.918\", \"None=Green, Mr. George Henry<br>Survival=0<br>shap=-1.127\", \"None=Nenkoff, Mr. Christo<br>Survival=0<br>shap=-0.948\", \"None=Asplund, Miss. Lillian Gertrud<br>Survival=1<br>shap=0.125\", \"None=Harknett, Miss. Alice Phoebe<br>Survival=0<br>shap=-0.861\", \"None=Hunt, Mr. George Henry<br>Survival=0<br>shap=-0.732\", \"None=Reed, Mr. James George<br>Survival=0<br>shap=-0.948\", \"None=Stead, Mr. William Thomas<br>Survival=0<br>shap=-1.433\", \"None=Thorne, Mrs. Gertrude Maybelle<br>Survival=1<br>shap=2.425\", \"None=Parrish, Mrs. (Lutie Davis)<br>Survival=1<br>shap=0.873\", \"None=Smith, Mr. Thomas<br>Survival=0<br>shap=-0.945\", \"None=Asplund, Master. Edvin Rojj Felix<br>Survival=1<br>shap=0.135\", \"None=Healy, Miss. Hanora \\\"Nora\\\"<br>Survival=1<br>shap=1.446\", \"None=Andrews, Miss. Kornelia Theodosia<br>Survival=1<br>shap=1.330\", \"None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Survival=1<br>shap=0.561\", \"None=Smith, Mr. Richard William<br>Survival=0<br>shap=-1.654\", \"None=Connolly, Miss. Kate<br>Survival=1<br>shap=1.386\", \"None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Survival=1<br>shap=2.837\", \"None=Levy, Mr. Rene Jacques<br>Survival=0<br>shap=-0.902\", \"None=Lewy, Mr. Ervin G<br>Survival=0<br>shap=-3.690\", \"None=Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Survival=0<br>shap=-0.948\", \"None=Sage, Mr. George John Jr<br>Survival=0<br>shap=-0.292\", \"None=Nysveen, Mr. Johan Hansen<br>Survival=0<br>shap=-1.120\", \"None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Survival=1<br>shap=1.661\", \"None=Denkoff, Mr. Mitto<br>Survival=0<br>shap=-0.948\", \"None=Burns, Miss. Elizabeth Margaret<br>Survival=1<br>shap=2.642\", \"None=Dimic, Mr. Jovan<br>Survival=0<br>shap=-1.097\", \"None=del Carlo, Mr. Sebastiano<br>Survival=0<br>shap=-0.643\", \"None=Beavan, Mr. William Thomas<br>Survival=0<br>shap=-0.918\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Survival=1<br>shap=2.243\", \"None=Widener, Mr. Harry Elkins<br>Survival=0<br>shap=0.695\", \"None=Gustafsson, Mr. Karl Gideon<br>Survival=0<br>shap=-0.918\", \"None=Plotcharsky, Mr. Vasil<br>Survival=0<br>shap=-0.948\", \"None=Goodwin, Master. Sidney Leonard<br>Survival=0<br>shap=-0.241\", \"None=Sadlier, Mr. Matthew<br>Survival=0<br>shap=-0.945\", \"None=Gustafsson, Mr. Johan Birger<br>Survival=0<br>shap=-0.447\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Survival=1<br>shap=0.428\", \"None=Niskanen, Mr. Juha<br>Survival=1<br>shap=1.991\", \"None=Minahan, Miss. Daisy E<br>Survival=1<br>shap=1.063\", \"None=Matthews, Mr. William John<br>Survival=0<br>shap=-0.610\", \"None=Charters, Mr. David<br>Survival=0<br>shap=-0.914\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Survival=1<br>shap=0.679\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Survival=1<br>shap=0.392\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>Survival=1<br>shap=1.721\", \"None=Peuchen, Major. Arthur Godfrey<br>Survival=1<br>shap=1.294\", \"None=Anderson, Mr. Harry<br>Survival=1<br>shap=1.673\", \"None=Milling, Mr. Jacob Christian<br>Survival=0<br>shap=-0.780\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Survival=1<br>shap=0.337\", \"None=Karlsson, Mr. Nils August<br>Survival=0<br>shap=-0.918\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Survival=0<br>shap=-0.630\", \"None=Bishop, Mr. Dickinson H<br>Survival=1<br>shap=4.746\", \"None=Windelov, Mr. Einar<br>Survival=0<br>shap=-0.918\", \"None=Shellard, Mr. Frederick William<br>Survival=0<br>shap=-0.948\", \"None=Svensson, Mr. Olof<br>Survival=0<br>shap=-0.918\", \"None=O'Sullivan, Miss. Bridget Mary<br>Survival=0<br>shap=-0.885\", \"None=Laitinen, Miss. Kristina Sofia<br>Survival=0<br>shap=-0.994\", \"None=Penasco y Castellana, Mr. Victor de Satode<br>Survival=0<br>shap=-1.284\", \"None=Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Survival=1<br>shap=1.937\", \"None=Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Survival=1<br>shap=0.729\", \"None=Kassem, Mr. Fared<br>Survival=0<br>shap=-1.028\", \"None=Cacic, Miss. Marija<br>Survival=0<br>shap=-0.842\", \"None=Hart, Miss. Eva Miriam<br>Survival=1<br>shap=0.326\", \"None=Butt, Major. Archibald Willingham<br>Survival=0<br>shap=-8.158\", \"None=Beane, Mr. Edward<br>Survival=1<br>shap=0.794\", \"None=Goldsmith, Mr. Frank John<br>Survival=0<br>shap=-0.430\", \"None=Ohman, Miss. Velin<br>Survival=1<br>shap=1.546\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Survival=1<br>shap=0.696\", \"None=Morrow, Mr. Thomas Rowan<br>Survival=0<br>shap=-0.945\", \"None=Harris, Mr. George<br>Survival=1<br>shap=1.080\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Survival=1<br>shap=0.814\", \"None=Patchett, Mr. George<br>Survival=0<br>shap=-0.918\", \"None=Ross, Mr. John Hugo<br>Survival=0<br>shap=-5.165\", \"None=Murdlin, Mr. Joseph<br>Survival=0<br>shap=-0.948\", \"None=Bourke, Miss. Mary<br>Survival=0<br>shap=-0.343\", \"None=Boulos, Mr. Hanna<br>Survival=0<br>shap=-1.028\", \"None=Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Survival=1<br>shap=2.555\", \"None=Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Survival=1<br>shap=4.398\", \"None=Lindell, Mr. Edvard Bengtsson<br>Survival=0<br>shap=-0.916\", \"None=Daniel, Mr. Robert Williams<br>Survival=1<br>shap=1.909\", \"None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Survival=1<br>shap=0.284\", \"None=Shutes, Miss. Elizabeth W<br>Survival=1<br>shap=1.104\", \"None=Jardin, Mr. Jose Neto<br>Survival=0<br>shap=-0.948\", \"None=Horgan, Mr. John<br>Survival=0<br>shap=-0.945\", \"None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Survival=0<br>shap=-0.687\", \"None=Yasbeck, Mr. Antoni<br>Survival=0<br>shap=-0.826\", \"None=Bostandyeff, Mr. Guentcho<br>Survival=0<br>shap=-0.918\", \"None=Lundahl, Mr. Johan Svensson<br>Survival=0<br>shap=-1.127\", \"None=Stahelin-Maeglin, Dr. Max<br>Survival=1<br>shap=5.662\", \"None=Willey, Mr. Edward<br>Survival=0<br>shap=-0.948\", \"None=Stanley, Miss. Amy Zillah Elsie<br>Survival=1<br>shap=1.546\", \"None=Hegarty, Miss. Hanora \\\"Nora\\\"<br>Survival=0<br>shap=-0.855\", \"None=Eitemiller, Mr. George Floyd<br>Survival=0<br>shap=-0.599\", \"None=Colley, Mr. Edward Pomeroy<br>Survival=0<br>shap=-2.061\", \"None=Coleff, Mr. Peju<br>Survival=0<br>shap=-1.113\", \"None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Survival=1<br>shap=0.392\", \"None=Davidson, Mr. Thornton<br>Survival=0<br>shap=-5.889\", \"None=Turja, Miss. Anna Sofia<br>Survival=1<br>shap=1.546\", \"None=Hassab, Mr. Hammad<br>Survival=1<br>shap=1.760\", \"None=Goodwin, Mr. Charles Edward<br>Survival=0<br>shap=-0.241\", \"None=Panula, Mr. Jaako Arnold<br>Survival=0<br>shap=-0.189\", \"None=Fischer, Mr. Eberhard Thelander<br>Survival=0<br>shap=-0.918\", \"None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Survival=0<br>shap=-1.002\", \"None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Survival=1<br>shap=0.894\", \"None=Hansen, Mr. Henrik Juul<br>Survival=0<br>shap=-0.738\", \"None=Calderhead, Mr. Edward Pennington<br>Survival=1<br>shap=1.650\", \"None=Klaber, Mr. Herman<br>Survival=0<br>shap=-0.275\", \"None=Taylor, Mr. Elmer Zebley<br>Survival=1<br>shap=1.119\", \"None=Larsson, Mr. August Viktor<br>Survival=0<br>shap=-0.928\", \"None=Greenberg, Mr. Samuel<br>Survival=0<br>shap=-0.780\", \"None=Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>Survival=1<br>shap=0.618\", \"None=McEvoy, Mr. Michael<br>Survival=0<br>shap=-0.945\", \"None=Johnson, Mr. Malkolm Joackim<br>Survival=0<br>shap=-1.079\", \"None=Gillespie, Mr. William Henry<br>Survival=0<br>shap=-0.766\", \"None=Allen, Miss. Elisabeth Walton<br>Survival=1<br>shap=2.269\", \"None=Berriman, Mr. William John<br>Survival=0<br>shap=-0.599\", \"None=Troupiansky, Mr. Moses Aaron<br>Survival=0<br>shap=-0.599\", \"None=Williams, Mr. Leslie<br>Survival=0<br>shap=-0.928\", \"None=Ivanoff, Mr. Kanio<br>Survival=0<br>shap=-0.948\", \"None=McNamee, Mr. Neal<br>Survival=0<br>shap=-0.738\", \"None=Connaghton, Mr. Michael<br>Survival=0<br>shap=-0.931\", \"None=Carlsson, Mr. August Sigfrid<br>Survival=0<br>shap=-0.928\", \"None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Survival=1<br>shap=2.454\", \"None=Eklund, Mr. Hans Linus<br>Survival=0<br>shap=-0.918\", \"None=Hogeboom, Mrs. John C (Anna Andrews)<br>Survival=1<br>shap=1.355\", \"None=Moran, Mr. Daniel J<br>Survival=0<br>shap=-0.745\", \"None=Lievens, Mr. Rene Aime<br>Survival=0<br>shap=-0.918\", \"None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Survival=1<br>shap=1.176\", \"None=Ayoub, Miss. Banoura<br>Survival=1<br>shap=1.423\", \"None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Survival=1<br>shap=2.069\", \"None=Johnston, Mr. Andrew G<br>Survival=0<br>shap=-0.260\", \"None=Ali, Mr. William<br>Survival=0<br>shap=-0.918\", \"None=Sjoblom, Miss. Anna Sofia<br>Survival=1<br>shap=1.546\", \"None=Guggenheim, Mr. Benjamin<br>Survival=0<br>shap=-11.527\", \"None=Leader, Dr. Alice (Farnham)<br>Survival=1<br>shap=1.490\", \"None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Survival=1<br>shap=0.316\", \"None=Carter, Master. William Thornton II<br>Survival=1<br>shap=1.097\", \"None=Thomas, Master. Assad Alexander<br>Survival=1<br>shap=0.674\", \"None=Johansson, Mr. Karl Johan<br>Survival=0<br>shap=-0.935\", \"None=Slemen, Mr. Richard James<br>Survival=0<br>shap=-0.766\", \"None=Tomlin, Mr. Ernest Portage<br>Survival=0<br>shap=-0.928\", \"None=McCormack, Mr. Thomas Joseph<br>Survival=1<br>shap=1.557\", \"None=Richards, Master. George Sibley<br>Survival=1<br>shap=0.309\", \"None=Mudd, Mr. Thomas Charles<br>Survival=0<br>shap=-0.599\", \"None=Lemberopolous, Mr. Peter L<br>Survival=0<br>shap=-1.351\", \"None=Sage, Mr. Douglas Bullen<br>Survival=0<br>shap=-0.292\", \"None=Boulos, Miss. Nourelain<br>Survival=0<br>shap=-0.439\", \"None=Aks, Mrs. Sam (Leah Rosen)<br>Survival=1<br>shap=0.653\", \"None=Razi, Mr. Raihed<br>Survival=0<br>shap=-1.028\", \"None=Johnson, Master. Harold Theodor<br>Survival=1<br>shap=0.472\", \"None=Carlsson, Mr. Frans Olof<br>Survival=0<br>shap=-7.378\", \"None=Gustafsson, Mr. Alfred Ossian<br>Survival=0<br>shap=-0.918\", \"None=Montvila, Rev. 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    "## interaction importances"
   ]
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   "source": [
    "### mean absolute shap interaction values for interactions with 'Sex' \n",
    "- the direct effect is usually the largest\n",
    "- in this case PassengerClass shows the biggest interaction with gender"
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      "Calculating shap interaction values...\n",
      "Reminder: TreeShap computational complexity is O(TLD^2), where T is the number of trees, L is the maximum number of leaves in any tree and D the maximal depth of any tree. So reducing these will speed up the calculation.\n"
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   "source": [
    "### Detailed shap interactions summary:"
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          "None=Palsson, Master. Gosta Leonard<br>Sex=Sex_male<br>shap=-1.014",
          "None=Saundercock, Mr. William Henry<br>Sex=Sex_male<br>shap=-1.643",
          "None=Meyer, Mr. Edgar Joseph<br>Sex=Sex_male<br>shap=-0.597",
          "None=Kraeff, Mr. Theodor<br>Sex=Sex_male<br>shap=-1.657",
          "None=Harris, Mr. Henry Birkhardt<br>Sex=Sex_male<br>shap=-1.675",
          "None=Skoog, Master. Harald<br>Sex=Sex_male<br>shap=-0.945",
          "None=Kink, Mr. Vincenz<br>Sex=Sex_male<br>shap=-1.396",
          "None=Hood, Mr. Ambrose Jr<br>Sex=Sex_male<br>shap=-1.607",
          "None=Ford, Mr. William Neal<br>Sex=Sex_male<br>shap=-0.892",
          "None=Christmann, Mr. Emil<br>Sex=Sex_male<br>shap=-1.691",
          "None=Andreasson, Mr. Paul Edvin<br>Sex=Sex_male<br>shap=-1.643",
          "None=Chaffee, Mr. Herbert Fuller<br>Sex=Sex_male<br>shap=-1.652",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Sex=Sex_male<br>shap=-1.679",
          "None=White, Mr. Richard Frasar<br>Sex=Sex_male<br>shap=-2.625",
          "None=Rekic, Mr. Tido<br>Sex=Sex_male<br>shap=-1.850",
          "None=Barton, Mr. David John<br>Sex=Sex_male<br>shap=-1.647",
          "None=Pekoniemi, Mr. Edvard<br>Sex=Sex_male<br>shap=-1.647",
          "None=Turpin, Mr. William John Robert<br>Sex=Sex_male<br>shap=-1.470",
          "None=Moore, Mr. Leonard Charles<br>Sex=Sex_male<br>shap=-1.679",
          "None=Osen, Mr. Olaf Elon<br>Sex=Sex_male<br>shap=-1.659",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Sex=Sex_male<br>shap=-1.043",
          "None=Bateman, Rev. Robert James<br>Sex=Sex_male<br>shap=-1.774",
          "None=Meo, Mr. Alfonzo<br>Sex=Sex_male<br>shap=-1.815",
          "None=Cribb, Mr. John Hatfield<br>Sex=Sex_male<br>shap=-1.326",
          "None=Van der hoef, Mr. Wyckoff<br>Sex=Sex_male<br>shap=0.611",
          "None=Sivola, Mr. Antti Wilhelm<br>Sex=Sex_male<br>shap=-1.647",
          "None=Klasen, Mr. Klas Albin<br>Sex=Sex_male<br>shap=-0.968",
          "None=Rood, Mr. Hugh Roscoe<br>Sex=Sex_male<br>shap=-0.467",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Sex=Sex_male<br>shap=-1.691",
          "None=Backstrom, Mr. Karl Alfred<br>Sex=Sex_male<br>shap=-1.483",
          "None=Blank, Mr. Henry<br>Sex=Sex_male<br>shap=-0.257",
          "None=Ali, Mr. Ahmed<br>Sex=Sex_male<br>shap=-1.618",
          "None=Green, Mr. George Henry<br>Sex=Sex_male<br>shap=-1.814",
          "None=Nenkoff, Mr. Christo<br>Sex=Sex_male<br>shap=-1.679",
          "None=Hunt, Mr. George Henry<br>Sex=Sex_male<br>shap=-1.763",
          "None=Reed, Mr. James George<br>Sex=Sex_male<br>shap=-1.679",
          "None=Stead, Mr. William Thomas<br>Sex=Sex_male<br>shap=-0.975",
          "None=Smith, Mr. Thomas<br>Sex=Sex_male<br>shap=-1.606",
          "None=Asplund, Master. Edvin Rojj Felix<br>Sex=Sex_male<br>shap=-0.931",
          "None=Smith, Mr. Richard William<br>Sex=Sex_male<br>shap=-0.467",
          "None=Levy, Mr. Rene Jacques<br>Sex=Sex_male<br>shap=-1.335",
          "None=Lewy, Mr. Ervin G<br>Sex=Sex_male<br>shap=0.404",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Sex=Sex_male<br>shap=-1.679",
          "None=Sage, Mr. George John Jr<br>Sex=Sex_male<br>shap=-0.979",
          "None=Nysveen, Mr. Johan Hansen<br>Sex=Sex_male<br>shap=-1.824",
          "None=Denkoff, Mr. Mitto<br>Sex=Sex_male<br>shap=-1.679",
          "None=Dimic, Mr. Jovan<br>Sex=Sex_male<br>shap=-1.837",
          "None=del Carlo, Mr. Sebastiano<br>Sex=Sex_male<br>shap=-1.482",
          "None=Beavan, Mr. William Thomas<br>Sex=Sex_male<br>shap=-1.643",
          "None=Widener, Mr. Harry Elkins<br>Sex=Sex_male<br>shap=-2.199",
          "None=Gustafsson, Mr. Karl Gideon<br>Sex=Sex_male<br>shap=-1.643",
          "None=Plotcharsky, Mr. Vasil<br>Sex=Sex_male<br>shap=-1.679",
          "None=Goodwin, Master. Sidney Leonard<br>Sex=Sex_male<br>shap=-0.944",
          "None=Sadlier, Mr. Matthew<br>Sex=Sex_male<br>shap=-1.606",
          "None=Gustafsson, Mr. Johan Birger<br>Sex=Sex_male<br>shap=-1.396",
          "None=Niskanen, Mr. Juha<br>Sex=Sex_male<br>shap=-1.858",
          "None=Matthews, Mr. William John<br>Sex=Sex_male<br>shap=-1.655",
          "None=Charters, Mr. David<br>Sex=Sex_male<br>shap=-1.582",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Sex=Sex_male<br>shap=-1.647",
          "None=Peuchen, Major. Arthur Godfrey<br>Sex=Sex_male<br>shap=-0.837",
          "None=Anderson, Mr. Harry<br>Sex=Sex_male<br>shap=-0.759",
          "None=Milling, Mr. Jacob Christian<br>Sex=Sex_male<br>shap=-1.768",
          "None=Karlsson, Mr. Nils August<br>Sex=Sex_male<br>shap=-1.647",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Sex=Sex_male<br>shap=-1.640",
          "None=Bishop, Mr. Dickinson H<br>Sex=Sex_male<br>shap=-6.958",
          "None=Windelov, Mr. Einar<br>Sex=Sex_male<br>shap=-1.647",
          "None=Shellard, Mr. Frederick William<br>Sex=Sex_male<br>shap=-1.679",
          "None=Svensson, Mr. Olof<br>Sex=Sex_male<br>shap=-1.618",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Sex=Sex_male<br>shap=-1.062",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Sex=Sex_male<br>shap=0.247",
          "None=Kassem, Mr. Fared<br>Sex=Sex_male<br>shap=-1.657",
          "None=Butt, Major. Archibald Willingham<br>Sex=Sex_male<br>shap=0.802",
          "None=Beane, Mr. Edward<br>Sex=Sex_male<br>shap=-1.440",
          "None=Goldsmith, Mr. Frank John<br>Sex=Sex_male<br>shap=-1.084",
          "None=Morrow, Mr. Thomas Rowan<br>Sex=Sex_male<br>shap=-1.606",
          "None=Harris, Mr. George<br>Sex=Sex_male<br>shap=-1.783",
          "None=Patchett, Mr. George<br>Sex=Sex_male<br>shap=-1.643",
          "None=Ross, Mr. John Hugo<br>Sex=Sex_male<br>shap=-0.464",
          "None=Murdlin, Mr. Joseph<br>Sex=Sex_male<br>shap=-1.679",
          "None=Boulos, Mr. Hanna<br>Sex=Sex_male<br>shap=-1.657",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Sex=Sex_male<br>shap=-0.967",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Sex=Sex_male<br>shap=2.394",
          "None=Lindell, Mr. Edvard Bengtsson<br>Sex=Sex_male<br>shap=-1.627",
          "None=Daniel, Mr. Robert Williams<br>Sex=Sex_male<br>shap=0.191",
          "None=Jardin, Mr. Jose Neto<br>Sex=Sex_male<br>shap=-1.679",
          "None=Horgan, Mr. John<br>Sex=Sex_male<br>shap=-1.606",
          "None=Yasbeck, Mr. Antoni<br>Sex=Sex_male<br>shap=-1.496",
          "None=Bostandyeff, Mr. Guentcho<br>Sex=Sex_male<br>shap=-1.691",
          "None=Lundahl, Mr. Johan Svensson<br>Sex=Sex_male<br>shap=-1.814",
          "None=Stahelin-Maeglin, Dr. Max<br>Sex=Sex_male<br>shap=-8.042",
          "None=Willey, Mr. Edward<br>Sex=Sex_male<br>shap=-1.679",
          "None=Eitemiller, Mr. George Floyd<br>Sex=Sex_male<br>shap=-1.607",
          "None=Colley, Mr. Edward Pomeroy<br>Sex=Sex_male<br>shap=-0.991",
          "None=Coleff, Mr. Peju<br>Sex=Sex_male<br>shap=-1.836",
          "None=Davidson, Mr. Thornton<br>Sex=Sex_male<br>shap=0.494",
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          "None=Stanley, Miss. Amy Zillah Elsie<br>PassengerClass=3<br>shap=-2.450",
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          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>PassengerClass=1<br>shap=3.694",
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          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>PassengerClass=1<br>shap=3.338",
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          "None=Denkoff, Mr. Mitto<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Dimic, Mr. Jovan<br>Deck=Deck_Unkown<br>shap=-0.583",
          "None=del Carlo, Mr. Sebastiano<br>Deck=Deck_Unkown<br>shap=-0.522",
          "None=Beavan, Mr. William Thomas<br>Deck=Deck_Unkown<br>shap=-0.496",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Deck=Deck_Unkown<br>shap=3.615",
          "None=Gustafsson, Mr. Karl Gideon<br>Deck=Deck_Unkown<br>shap=-0.496",
          "None=Plotcharsky, Mr. Vasil<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Goodwin, Master. Sidney Leonard<br>Deck=Deck_Unkown<br>shap=-0.350",
          "None=Sadlier, Mr. Matthew<br>Deck=Deck_Unkown<br>shap=-0.503",
          "None=Gustafsson, Mr. Johan Birger<br>Deck=Deck_Unkown<br>shap=-0.367",
          "None=Niskanen, Mr. Juha<br>Deck=Deck_Unkown<br>shap=-0.635",
          "None=Matthews, Mr. William John<br>Deck=Deck_Unkown<br>shap=-0.488",
          "None=Charters, Mr. David<br>Deck=Deck_Unkown<br>shap=-0.503",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Deck=Deck_Unkown<br>shap=0.707",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Deck=Deck_Unkown<br>shap=0.618",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Deck=Deck_Unkown<br>shap=-0.546",
          "None=Milling, Mr. Jacob Christian<br>Deck=Deck_Unkown<br>shap=-0.578",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Deck=Deck_Unkown<br>shap=0.586",
          "None=Karlsson, Mr. Nils August<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Windelov, Mr. Einar<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Shellard, Mr. Frederick William<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Svensson, Mr. Olof<br>Deck=Deck_Unkown<br>shap=-0.492",
          "None=O'Sullivan, Miss. Bridget Mary<br>Deck=Deck_Unkown<br>shap=0.651",
          "None=Laitinen, Miss. Kristina Sofia<br>Deck=Deck_Unkown<br>shap=0.797",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Deck=Deck_Unkown<br>shap=-2.714",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Deck=Deck_Unkown<br>shap=0.710",
          "None=Kassem, Mr. Fared<br>Deck=Deck_Unkown<br>shap=-0.602",
          "None=Cacic, Miss. Marija<br>Deck=Deck_Unkown<br>shap=0.673",
          "None=Hart, Miss. Eva Miriam<br>Deck=Deck_Unkown<br>shap=0.654",
          "None=Beane, Mr. Edward<br>Deck=Deck_Unkown<br>shap=-0.457",
          "None=Goldsmith, Mr. Frank John<br>Deck=Deck_Unkown<br>shap=-0.477",
          "None=Ohman, Miss. Velin<br>Deck=Deck_Unkown<br>shap=0.707",
          "None=Morrow, Mr. Thomas Rowan<br>Deck=Deck_Unkown<br>shap=-0.503",
          "None=Harris, Mr. George<br>Deck=Deck_Unkown<br>shap=-0.622",
          "None=Patchett, Mr. George<br>Deck=Deck_Unkown<br>shap=-0.496",
          "None=Murdlin, Mr. Joseph<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Bourke, Miss. Mary<br>Deck=Deck_Unkown<br>shap=0.624",
          "None=Boulos, Mr. Hanna<br>Deck=Deck_Unkown<br>shap=-0.602",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Deck=Deck_Unkown<br>shap=-4.568",
          "None=Lindell, Mr. Edvard Bengtsson<br>Deck=Deck_Unkown<br>shap=-0.495",
          "None=Daniel, Mr. Robert Williams<br>Deck=Deck_Unkown<br>shap=-2.613",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Deck=Deck_Unkown<br>shap=0.664",
          "None=Jardin, Mr. Jose Neto<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Horgan, Mr. John<br>Deck=Deck_Unkown<br>shap=-0.503",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Deck=Deck_Unkown<br>shap=0.574",
          "None=Yasbeck, Mr. Antoni<br>Deck=Deck_Unkown<br>shap=-0.522",
          "None=Bostandyeff, Mr. Guentcho<br>Deck=Deck_Unkown<br>shap=-0.488",
          "None=Lundahl, Mr. Johan Svensson<br>Deck=Deck_Unkown<br>shap=-0.574",
          "None=Willey, Mr. Edward<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Deck=Deck_Unkown<br>shap=0.707",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Deck=Deck_Unkown<br>shap=0.648",
          "None=Eitemiller, Mr. George Floyd<br>Deck=Deck_Unkown<br>shap=-0.497",
          "None=Coleff, Mr. Peju<br>Deck=Deck_Unkown<br>shap=-0.565",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Deck=Deck_Unkown<br>shap=0.632",
          "None=Turja, Miss. Anna Sofia<br>Deck=Deck_Unkown<br>shap=0.707",
          "None=Goodwin, Mr. Charles Edward<br>Deck=Deck_Unkown<br>shap=-0.350",
          "None=Panula, Mr. Jaako Arnold<br>Deck=Deck_Unkown<br>shap=-0.359",
          "None=Fischer, Mr. Eberhard Thelander<br>Deck=Deck_Unkown<br>shap=-0.496",
          "None=Hansen, Mr. Henrik Juul<br>Deck=Deck_Unkown<br>shap=-0.417",
          "None=Larsson, Mr. August Viktor<br>Deck=Deck_Unkown<br>shap=-0.488",
          "None=Greenberg, Mr. Samuel<br>Deck=Deck_Unkown<br>shap=-0.574",
          "None=McEvoy, Mr. Michael<br>Deck=Deck_Unkown<br>shap=-0.503",
          "None=Johnson, Mr. Malkolm Joackim<br>Deck=Deck_Unkown<br>shap=-0.566",
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          "None=Berriman, Mr. William John<br>Deck=Deck_Unkown<br>shap=-0.497",
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          "None=Williams, Mr. Leslie<br>Deck=Deck_Unkown<br>shap=-0.488",
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          "None=McNamee, Mr. Neal<br>Deck=Deck_Unkown<br>shap=-0.421",
          "None=Connaghton, Mr. Michael<br>Deck=Deck_Unkown<br>shap=-0.494",
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          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>No_of_parents_plus_children_on_board=5<br>shap=-1.093",
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          "None=Meyer, Mr. Edgar Joseph<br>No_of_parents_plus_children_on_board=0<br>shap=-0.840",
          "None=Kraeff, Mr. Theodor<br>No_of_parents_plus_children_on_board=0<br>shap=-0.187",
          "None=Devaney, Miss. Margaret Delia<br>No_of_parents_plus_children_on_board=0<br>shap=0.246",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>No_of_parents_plus_children_on_board=0<br>shap=0.258",
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          "None=Harris, Mr. Henry Birkhardt<br>No_of_parents_plus_children_on_board=0<br>shap=-0.594",
          "None=Skoog, Master. Harald<br>No_of_parents_plus_children_on_board=2<br>shap=0.510",
          "None=Kink, Mr. Vincenz<br>No_of_parents_plus_children_on_board=0<br>shap=-0.143",
          "None=Hood, Mr. Ambrose Jr<br>No_of_parents_plus_children_on_board=0<br>shap=-0.223",
          "None=Ilett, Miss. Bertha<br>No_of_parents_plus_children_on_board=0<br>shap=0.290",
          "None=Ford, Mr. William Neal<br>No_of_parents_plus_children_on_board=3<br>shap=0.659",
          "None=Christmann, Mr. Emil<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Andreasson, Mr. Paul Edvin<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Chaffee, Mr. Herbert Fuller<br>No_of_parents_plus_children_on_board=0<br>shap=-0.546",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=White, Mr. Richard Frasar<br>No_of_parents_plus_children_on_board=1<br>shap=2.772",
          "None=Rekic, Mr. Tido<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=Moran, Miss. Bertha<br>No_of_parents_plus_children_on_board=0<br>shap=0.225",
          "None=Barton, Mr. David John<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Jussila, Miss. Katriina<br>No_of_parents_plus_children_on_board=0<br>shap=0.259",
          "None=Pekoniemi, Mr. Edvard<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Turpin, Mr. William John Robert<br>No_of_parents_plus_children_on_board=0<br>shap=-0.197",
          "None=Moore, Mr. Leonard Charles<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=Osen, Mr. Olaf Elon<br>No_of_parents_plus_children_on_board=0<br>shap=-0.202",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>No_of_parents_plus_children_on_board=2<br>shap=-0.700",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>No_of_parents_plus_children_on_board=2<br>shap=0.843",
          "None=Bateman, Rev. Robert James<br>No_of_parents_plus_children_on_board=0<br>shap=-0.208",
          "None=Meo, Mr. Alfonzo<br>No_of_parents_plus_children_on_board=0<br>shap=-0.188",
          "None=Cribb, Mr. John Hatfield<br>No_of_parents_plus_children_on_board=1<br>shap=0.531",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>No_of_parents_plus_children_on_board=1<br>shap=-3.619",
          "None=Van der hoef, Mr. Wyckoff<br>No_of_parents_plus_children_on_board=0<br>shap=-1.205",
          "None=Sivola, Mr. Antti Wilhelm<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Klasen, Mr. Klas Albin<br>No_of_parents_plus_children_on_board=1<br>shap=0.519",
          "None=Rood, Mr. Hugh Roscoe<br>No_of_parents_plus_children_on_board=0<br>shap=-0.960",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>No_of_parents_plus_children_on_board=0<br>shap=0.254",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>No_of_parents_plus_children_on_board=0<br>shap=0.910",
          "None=Vande Walle, Mr. Nestor Cyriel<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Backstrom, Mr. Karl Alfred<br>No_of_parents_plus_children_on_board=0<br>shap=-0.176",
          "None=Blank, Mr. Henry<br>No_of_parents_plus_children_on_board=0<br>shap=-0.683",
          "None=Ali, Mr. Ahmed<br>No_of_parents_plus_children_on_board=0<br>shap=-0.199",
          "None=Green, Mr. George Henry<br>No_of_parents_plus_children_on_board=0<br>shap=-0.188",
          "None=Nenkoff, Mr. Christo<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=Asplund, Miss. Lillian Gertrud<br>No_of_parents_plus_children_on_board=2<br>shap=-0.682",
          "None=Harknett, Miss. Alice Phoebe<br>No_of_parents_plus_children_on_board=0<br>shap=0.289",
          "None=Hunt, Mr. George Henry<br>No_of_parents_plus_children_on_board=0<br>shap=-0.232",
          "None=Reed, Mr. James George<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=Stead, Mr. William Thomas<br>No_of_parents_plus_children_on_board=0<br>shap=-0.752",
          "None=Thorne, Mrs. Gertrude Maybelle<br>No_of_parents_plus_children_on_board=0<br>shap=1.187",
          "None=Parrish, Mrs. (Lutie Davis)<br>No_of_parents_plus_children_on_board=1<br>shap=-0.792",
          "None=Smith, Mr. Thomas<br>No_of_parents_plus_children_on_board=0<br>shap=-0.191",
          "None=Asplund, Master. Edvin Rojj Felix<br>No_of_parents_plus_children_on_board=2<br>shap=0.487",
          "None=Healy, Miss. Hanora \"Nora\"<br>No_of_parents_plus_children_on_board=0<br>shap=0.244",
          "None=Andrews, Miss. Kornelia Theodosia<br>No_of_parents_plus_children_on_board=0<br>shap=0.748",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>No_of_parents_plus_children_on_board=1<br>shap=-0.745",
          "None=Smith, Mr. Richard William<br>No_of_parents_plus_children_on_board=0<br>shap=-0.960",
          "None=Connolly, Miss. Kate<br>No_of_parents_plus_children_on_board=0<br>shap=0.246",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>No_of_parents_plus_children_on_board=0<br>shap=0.804",
          "None=Levy, Mr. Rene Jacques<br>No_of_parents_plus_children_on_board=0<br>shap=-0.200",
          "None=Lewy, Mr. Ervin G<br>No_of_parents_plus_children_on_board=0<br>shap=-0.936",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=Sage, Mr. George John Jr<br>No_of_parents_plus_children_on_board=2<br>shap=0.509",
          "None=Nysveen, Mr. Johan Hansen<br>No_of_parents_plus_children_on_board=0<br>shap=-0.188",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>No_of_parents_plus_children_on_board=0<br>shap=1.340",
          "None=Denkoff, Mr. Mitto<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=Burns, Miss. Elizabeth Margaret<br>No_of_parents_plus_children_on_board=0<br>shap=0.870",
          "None=Dimic, Mr. Jovan<br>No_of_parents_plus_children_on_board=0<br>shap=-0.192",
          "None=del Carlo, Mr. Sebastiano<br>No_of_parents_plus_children_on_board=0<br>shap=-0.186",
          "None=Beavan, Mr. William Thomas<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>No_of_parents_plus_children_on_board=0<br>shap=1.017",
          "None=Widener, Mr. Harry Elkins<br>No_of_parents_plus_children_on_board=2<br>shap=3.183",
          "None=Gustafsson, Mr. Karl Gideon<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Plotcharsky, Mr. Vasil<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
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          "None=Sadlier, Mr. Matthew<br>No_of_parents_plus_children_on_board=0<br>shap=-0.191",
          "None=Gustafsson, Mr. Johan Birger<br>No_of_parents_plus_children_on_board=0<br>shap=-0.143",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>No_of_parents_plus_children_on_board=2<br>shap=-0.849",
          "None=Niskanen, Mr. Juha<br>No_of_parents_plus_children_on_board=0<br>shap=-0.177",
          "None=Minahan, Miss. Daisy E<br>No_of_parents_plus_children_on_board=0<br>shap=0.946",
          "None=Matthews, Mr. William John<br>No_of_parents_plus_children_on_board=0<br>shap=-0.224",
          "None=Charters, Mr. David<br>No_of_parents_plus_children_on_board=0<br>shap=-0.193",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>No_of_parents_plus_children_on_board=0<br>shap=0.291",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>No_of_parents_plus_children_on_board=1<br>shap=-0.695",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>No_of_parents_plus_children_on_board=0<br>shap=-0.186",
          "None=Peuchen, Major. Arthur Godfrey<br>No_of_parents_plus_children_on_board=0<br>shap=-0.736",
          "None=Anderson, Mr. Harry<br>No_of_parents_plus_children_on_board=0<br>shap=-0.702",
          "None=Milling, Mr. Jacob Christian<br>No_of_parents_plus_children_on_board=0<br>shap=-0.210",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>No_of_parents_plus_children_on_board=2<br>shap=-0.932",
          "None=Karlsson, Mr. Nils August<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>No_of_parents_plus_children_on_board=0<br>shap=-0.221",
          "None=Bishop, Mr. Dickinson H<br>No_of_parents_plus_children_on_board=0<br>shap=-0.683",
          "None=Windelov, Mr. Einar<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Shellard, Mr. Frederick William<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=Svensson, Mr. Olof<br>No_of_parents_plus_children_on_board=0<br>shap=-0.199",
          "None=O'Sullivan, Miss. Bridget Mary<br>No_of_parents_plus_children_on_board=0<br>shap=0.254",
          "None=Laitinen, Miss. Kristina Sofia<br>No_of_parents_plus_children_on_board=0<br>shap=0.304",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>No_of_parents_plus_children_on_board=0<br>shap=-0.776",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>No_of_parents_plus_children_on_board=0<br>shap=-1.020",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>No_of_parents_plus_children_on_board=0<br>shap=0.280",
          "None=Kassem, Mr. Fared<br>No_of_parents_plus_children_on_board=0<br>shap=-0.187",
          "None=Cacic, Miss. Marija<br>No_of_parents_plus_children_on_board=0<br>shap=0.290",
          "None=Hart, Miss. Eva Miriam<br>No_of_parents_plus_children_on_board=2<br>shap=-1.004",
          "None=Butt, Major. Archibald Willingham<br>No_of_parents_plus_children_on_board=0<br>shap=-1.215",
          "None=Beane, Mr. Edward<br>No_of_parents_plus_children_on_board=0<br>shap=-0.177",
          "None=Goldsmith, Mr. Frank John<br>No_of_parents_plus_children_on_board=1<br>shap=0.542",
          "None=Ohman, Miss. Velin<br>No_of_parents_plus_children_on_board=0<br>shap=0.281",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>No_of_parents_plus_children_on_board=1<br>shap=-2.383",
          "None=Morrow, Mr. Thomas Rowan<br>No_of_parents_plus_children_on_board=0<br>shap=-0.191",
          "None=Harris, Mr. George<br>No_of_parents_plus_children_on_board=0<br>shap=-0.188",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>No_of_parents_plus_children_on_board=0<br>shap=0.347",
          "None=Patchett, Mr. George<br>No_of_parents_plus_children_on_board=0<br>shap=-0.203",
          "None=Ross, Mr. John Hugo<br>No_of_parents_plus_children_on_board=0<br>shap=-0.858",
          "None=Murdlin, Mr. Joseph<br>No_of_parents_plus_children_on_board=0<br>shap=-0.201",
          "None=Bourke, Miss. Mary<br>No_of_parents_plus_children_on_board=2<br>shap=-0.868",
          "None=Boulos, Mr. Hanna<br>No_of_parents_plus_children_on_board=0<br>shap=-0.187",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>No_of_parents_plus_children_on_board=0<br>shap=-0.455",
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          "None=Lindell, Mr. Edvard Bengtsson<br>No_of_parents_plus_children_on_board=0<br>shap=-0.195",
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          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>No_of_parents_plus_children_on_board=2<br>shap=-0.775",
          "None=Shutes, Miss. Elizabeth W<br>No_of_parents_plus_children_on_board=0<br>shap=1.253",
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         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.137",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.640",
          "None=Palsson, Master. Gosta Leonard<br>No_of_siblings_plus_spouses_on_board=3<br>shap=0.227",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.117",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.260",
          "None=Saundercock, Mr. William Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.159",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.237",
          "None=Glynn, Miss. Mary Agatha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.135",
          "None=Meyer, Mr. Edgar Joseph<br>No_of_siblings_plus_spouses_on_board=1<br>shap=1.014",
          "None=Kraeff, Mr. Theodor<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.077",
          "None=Devaney, Miss. Margaret Delia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.134",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.346",
          "None=Rugg, Miss. Emily<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.196",
          "None=Harris, Mr. Henry Birkhardt<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.891",
          "None=Skoog, Master. Harald<br>No_of_siblings_plus_spouses_on_board=3<br>shap=0.161",
          "None=Kink, Mr. Vincenz<br>No_of_siblings_plus_spouses_on_board=2<br>shap=0.572",
          "None=Hood, Mr. Ambrose Jr<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.121",
          "None=Ilett, Miss. Bertha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.196",
          "None=Ford, Mr. William Neal<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.084",
          "None=Christmann, Mr. Emil<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Andreasson, Mr. Paul Edvin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Chaffee, Mr. Herbert Fuller<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.868",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=White, Mr. Richard Frasar<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.068",
          "None=Rekic, Mr. Tido<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.097",
          "None=Moran, Miss. Bertha<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.279",
          "None=Barton, Mr. David John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Jussila, Miss. Katriina<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.346",
          "None=Pekoniemi, Mr. Edvard<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Turpin, Mr. William John Robert<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.158",
          "None=Moore, Mr. Leonard Charles<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Osen, Mr. Olaf Elon<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>No_of_siblings_plus_spouses_on_board=2<br>shap=-0.507",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.033",
          "None=Bateman, Rev. Robert James<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.140",
          "None=Meo, Mr. Alfonzo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.102",
          "None=Cribb, Mr. John Hatfield<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.075",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.270",
          "None=Van der hoef, Mr. Wyckoff<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.112",
          "None=Sivola, Mr. Antti Wilhelm<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Klasen, Mr. Klas Albin<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.134",
          "None=Rood, Mr. Hugh Roscoe<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.306",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.325",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.012",
          "None=Vande Walle, Mr. Nestor Cyriel<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Backstrom, Mr. Karl Alfred<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.168",
          "None=Blank, Mr. Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.219",
          "None=Ali, Mr. Ahmed<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.093",
          "None=Green, Mr. George Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.102",
          "None=Nenkoff, Mr. Christo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Asplund, Miss. Lillian Gertrud<br>No_of_siblings_plus_spouses_on_board=4<br>shap=-0.430",
          "None=Harknett, Miss. Alice Phoebe<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.160",
          "None=Hunt, Mr. George Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.134",
          "None=Reed, Mr. James George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Stead, Mr. William Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.386",
          "None=Thorne, Mrs. Gertrude Maybelle<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.819",
          "None=Parrish, Mrs. (Lutie Davis)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.169",
          "None=Smith, Mr. Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.078",
          "None=Asplund, Master. Edvin Rojj Felix<br>No_of_siblings_plus_spouses_on_board=4<br>shap=0.129",
          "None=Healy, Miss. Hanora \"Nora\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.135",
          "None=Andrews, Miss. Kornelia Theodosia<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.817",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.252",
          "None=Smith, Mr. Richard William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.306",
          "None=Connolly, Miss. Kate<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.134",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.705",
          "None=Levy, Mr. Rene Jacques<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.097",
          "None=Lewy, Mr. Ervin G<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.492",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Sage, Mr. George John Jr<br>No_of_siblings_plus_spouses_on_board=8<br>shap=0.028",
          "None=Nysveen, Mr. Johan Hansen<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.102",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-2.203",
          "None=Denkoff, Mr. Mitto<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Burns, Miss. Elizabeth Margaret<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.443",
          "None=Dimic, Mr. Jovan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.098",
          "None=del Carlo, Mr. Sebastiano<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.139",
          "None=Beavan, Mr. William Thomas<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.674",
          "None=Widener, Mr. Harry Elkins<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.048",
          "None=Gustafsson, Mr. Karl Gideon<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Plotcharsky, Mr. Vasil<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Goodwin, Master. Sidney Leonard<br>No_of_siblings_plus_spouses_on_board=5<br>shap=-0.005",
          "None=Sadlier, Mr. Matthew<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.078",
          "None=Gustafsson, Mr. Johan Birger<br>No_of_siblings_plus_spouses_on_board=2<br>shap=0.572",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.075",
          "None=Niskanen, Mr. Juha<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.081",
          "None=Minahan, Miss. Daisy E<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.183",
          "None=Matthews, Mr. William John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.134",
          "None=Charters, Mr. David<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.077",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.196",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.230",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.068",
          "None=Peuchen, Major. Arthur Godfrey<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.352",
          "None=Anderson, Mr. Harry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.321",
          "None=Milling, Mr. Jacob Christian<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.138",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.204",
          "None=Karlsson, Mr. Nils August<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.123",
          "None=Bishop, Mr. Dickinson H<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.178",
          "None=Windelov, Mr. Einar<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Shellard, Mr. Frederick William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Svensson, Mr. Olof<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.093",
          "None=O'Sullivan, Miss. Bridget Mary<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.144",
          "None=Laitinen, Miss. Kristina Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.171",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.648",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.517",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.307",
          "None=Kassem, Mr. Fared<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.077",
          "None=Cacic, Miss. Marija<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.170",
          "None=Hart, Miss. Eva Miriam<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.143",
          "None=Butt, Major. Archibald Willingham<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.089",
          "None=Beane, Mr. Edward<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.123",
          "None=Goldsmith, Mr. Frank John<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.124",
          "None=Ohman, Miss. Velin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.150",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.822",
          "None=Morrow, Mr. Thomas Rowan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.078",
          "None=Harris, Mr. George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.124",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>No_of_siblings_plus_spouses_on_board=2<br>shap=-4.073",
          "None=Patchett, Mr. George<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Ross, Mr. John Hugo<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.244",
          "None=Murdlin, Mr. Joseph<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Bourke, Miss. Mary<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.106",
          "None=Boulos, Mr. Hanna<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.077",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.704",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.481",
          "None=Lindell, Mr. Edvard Bengtsson<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.168",
          "None=Daniel, Mr. Robert Williams<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.530",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.185",
          "None=Shutes, Miss. Elizabeth W<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.633",
          "None=Jardin, Mr. Jose Neto<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Horgan, Mr. John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.078",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.340",
          "None=Yasbeck, Mr. Antoni<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.148",
          "None=Bostandyeff, Mr. Guentcho<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Lundahl, Mr. Johan Svensson<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.102",
          "None=Stahelin-Maeglin, Dr. Max<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.554",
          "None=Willey, Mr. Edward<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Stanley, Miss. Amy Zillah Elsie<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.150",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.143",
          "None=Eitemiller, Mr. George Floyd<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.121",
          "None=Colley, Mr. Edward Pomeroy<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.350",
          "None=Coleff, Mr. Peju<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.225",
          "None=Davidson, Mr. Thornton<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.627",
          "None=Turja, Miss. Anna Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.150",
          "None=Hassab, Mr. Hammad<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.192",
          "None=Goodwin, Mr. Charles Edward<br>No_of_siblings_plus_spouses_on_board=5<br>shap=-0.014",
          "None=Panula, Mr. Jaako Arnold<br>No_of_siblings_plus_spouses_on_board=4<br>shap=0.218",
          "None=Fischer, Mr. Eberhard Thelander<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.083",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.068",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.114",
          "None=Hansen, Mr. Henrik Juul<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.167",
          "None=Calderhead, Mr. Edward Pennington<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.298",
          "None=Klaber, Mr. Herman<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.318",
          "None=Taylor, Mr. Elmer Zebley<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.863",
          "None=Larsson, Mr. August Viktor<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Greenberg, Mr. Samuel<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.140",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.166",
          "None=McEvoy, Mr. Michael<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.078",
          "None=Johnson, Mr. Malkolm Joackim<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Gillespie, Mr. William Henry<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.134",
          "None=Allen, Miss. Elisabeth Walton<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.240",
          "None=Berriman, Mr. William John<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.121",
          "None=Troupiansky, Mr. Moses Aaron<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.121",
          "None=Williams, Mr. Leslie<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Ivanoff, Mr. Kanio<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=McNamee, Mr. Neal<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.167",
          "None=Connaghton, Mr. Michael<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.089",
          "None=Carlsson, Mr. August Sigfrid<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.247",
          "None=Eklund, Mr. Hans Linus<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.084",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.817",
          "None=Moran, Mr. Daniel J<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.160",
          "None=Lievens, Mr. Rene Aime<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.093",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.246",
          "None=Ayoub, Miss. Banoura<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.134",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-1.129",
          "None=Johnston, Mr. Andrew G<br>No_of_siblings_plus_spouses_on_board=1<br>shap=0.083",
          "None=Ali, Mr. William<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.095",
          "None=Sjoblom, Miss. Anna Sofia<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.150",
          "None=Guggenheim, Mr. Benjamin<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.167",
          "None=Leader, Dr. Alice (Farnham)<br>No_of_siblings_plus_spouses_on_board=0<br>shap=0.658",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.228",
          "None=Carter, Master. William Thornton II<br>No_of_siblings_plus_spouses_on_board=1<br>shap=-0.627",
          "None=Thomas, Master. Assad Alexander<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.047",
          "None=Johansson, Mr. Karl Johan<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
          "None=Slemen, Mr. Richard James<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.134",
          "None=Tomlin, Mr. Ernest Portage<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.096",
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          "None=Mudd, Mr. Thomas Charles<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.122",
          "None=Lemberopolous, Mr. Peter L<br>No_of_siblings_plus_spouses_on_board=0<br>shap=-0.089",
          "None=Sage, Mr. Douglas Bullen<br>No_of_siblings_plus_spouses_on_board=8<br>shap=0.028",
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          "None=Gustafsson, Mr. Karl Gideon<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Plotcharsky, Mr. Vasil<br>Embarked=Embarked_Southampton<br>shap=-0.013",
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          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Embarked=Embarked_Southampton<br>shap=0.075",
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          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Embarked=Embarked_Southampton<br>shap=0.099",
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          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Embarked=Embarked_Southampton<br>shap=0.025",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Embarked=Embarked_Southampton<br>shap=0.058",
          "None=Cacic, Miss. Marija<br>Embarked=Embarked_Southampton<br>shap=0.100",
          "None=Hart, Miss. Eva Miriam<br>Embarked=Embarked_Southampton<br>shap=0.029",
          "None=Butt, Major. Archibald Willingham<br>Embarked=Embarked_Southampton<br>shap=-1.423",
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          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Embarked=Embarked_Southampton<br>shap=0.176",
          "None=Harris, Mr. George<br>Embarked=Embarked_Southampton<br>shap=0.019",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Embarked=Embarked_Southampton<br>shap=-0.110",
          "None=Patchett, Mr. George<br>Embarked=Embarked_Southampton<br>shap=-0.013",
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          "None=Lindell, Mr. Edvard Bengtsson<br>Embarked=Embarked_Southampton<br>shap=0.009",
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          "None=Jardin, Mr. Jose Neto<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Embarked=Embarked_Southampton<br>shap=0.072",
          "None=Bostandyeff, Mr. Guentcho<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Lundahl, Mr. Johan Svensson<br>Embarked=Embarked_Southampton<br>shap=0.019",
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          "None=Eitemiller, Mr. George Floyd<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Colley, Mr. Edward Pomeroy<br>Embarked=Embarked_Southampton<br>shap=-0.062",
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          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Embarked=Embarked_Southampton<br>shap=0.014",
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          "None=Turja, Miss. Anna Sofia<br>Embarked=Embarked_Southampton<br>shap=0.099",
          "None=Goodwin, Mr. Charles Edward<br>Embarked=Embarked_Southampton<br>shap=0.009",
          "None=Panula, Mr. Jaako Arnold<br>Embarked=Embarked_Southampton<br>shap=0.005",
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          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Embarked=Embarked_Southampton<br>shap=-0.031",
          "None=Hansen, Mr. Henrik Juul<br>Embarked=Embarked_Southampton<br>shap=0.000",
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          "None=Larsson, Mr. August Viktor<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Greenberg, Mr. Samuel<br>Embarked=Embarked_Southampton<br>shap=0.019",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Embarked=Embarked_Southampton<br>shap=0.131",
          "None=Johnson, Mr. Malkolm Joackim<br>Embarked=Embarked_Southampton<br>shap=-0.009",
          "None=Gillespie, Mr. William Henry<br>Embarked=Embarked_Southampton<br>shap=-0.002",
          "None=Allen, Miss. Elisabeth Walton<br>Embarked=Embarked_Southampton<br>shap=2.061",
          "None=Berriman, Mr. William John<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Troupiansky, Mr. Moses Aaron<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Williams, Mr. Leslie<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Ivanoff, Mr. Kanio<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=McNamee, Mr. Neal<br>Embarked=Embarked_Southampton<br>shap=0.000",
          "None=Carlsson, Mr. August Sigfrid<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Embarked=Embarked_Southampton<br>shap=2.021",
          "None=Eklund, Mr. Hans Linus<br>Embarked=Embarked_Southampton<br>shap=-0.013",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Embarked=Embarked_Southampton<br>shap=0.085",
          "None=Lievens, Mr. Rene Aime<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Embarked=Embarked_Southampton<br>shap=1.276",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Embarked=Embarked_Southampton<br>shap=1.777",
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          "None=Ali, Mr. William<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Sjoblom, Miss. Anna Sofia<br>Embarked=Embarked_Southampton<br>shap=0.099",
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          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Embarked=Embarked_Southampton<br>shap=0.022",
          "None=Carter, Master. William Thornton II<br>Embarked=Embarked_Southampton<br>shap=-1.305",
          "None=Johansson, Mr. Karl Johan<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Slemen, Mr. Richard James<br>Embarked=Embarked_Southampton<br>shap=-0.002",
          "None=Tomlin, Mr. Ernest Portage<br>Embarked=Embarked_Southampton<br>shap=-0.010",
          "None=Richards, Master. George Sibley<br>Embarked=Embarked_Southampton<br>shap=0.011",
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          "None=Sage, Mr. Douglas Bullen<br>Embarked=Embarked_Southampton<br>shap=0.009",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Embarked=Embarked_Southampton<br>shap=0.039",
          "None=Johnson, Master. Harold Theodor<br>Embarked=Embarked_Southampton<br>shap=0.011",
          "None=Carlsson, Mr. Frans Olof<br>Embarked=Embarked_Southampton<br>shap=-1.528",
          "None=Gustafsson, Mr. Alfred Ossian<br>Embarked=Embarked_Southampton<br>shap=-0.013",
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          "colorbar": {
           "showticklabels": false,
           "title": {
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          "colorscale": [
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          "opacity": 0.3,
          "showscale": true,
          "size": 5
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         "mode": "markers",
         "name": "Age",
         "opacity": 0.8,
         "showlegend": false,
         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>shap=0.956",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>shap=0.718",
          "None=Palsson, Master. Gosta Leonard<br>Age=2.0<br>shap=0.078",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=27.0<br>shap=-0.107",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>shap=-0.159",
          "None=Saundercock, Mr. William Henry<br>Age=20.0<br>shap=0.167",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=14.0<br>shap=-0.155",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=38.0<br>shap=0.116",
          "None=Glynn, Miss. Mary Agatha<br>Age=nan<br>shap=-0.141",
          "None=Meyer, Mr. Edgar Joseph<br>Age=28.0<br>shap=0.625",
          "None=Kraeff, Mr. Theodor<br>Age=nan<br>shap=0.140",
          "None=Devaney, Miss. Margaret Delia<br>Age=19.0<br>shap=-0.193",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=18.0<br>shap=-0.160",
          "None=Rugg, Miss. Emily<br>Age=21.0<br>shap=-0.164",
          "None=Harris, Mr. Henry Birkhardt<br>Age=45.0<br>shap=0.081",
          "None=Skoog, Master. Harald<br>Age=4.0<br>shap=0.075",
          "None=Kink, Mr. Vincenz<br>Age=26.0<br>shap=0.160",
          "None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>shap=0.160",
          "None=Ilett, Miss. Bertha<br>Age=17.0<br>shap=-0.168",
          "None=Ford, Mr. William Neal<br>Age=16.0<br>shap=0.165",
          "None=Christmann, Mr. Emil<br>Age=29.0<br>shap=0.090",
          "None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>shap=0.167",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>shap=0.083",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=nan<br>shap=0.113",
          "None=White, Mr. Richard Frasar<br>Age=21.0<br>shap=0.982",
          "None=Rekic, Mr. Tido<br>Age=38.0<br>shap=-0.115",
          "None=Moran, Miss. Bertha<br>Age=nan<br>shap=-0.126",
          "None=Barton, Mr. David John<br>Age=22.0<br>shap=0.160",
          "None=Jussila, Miss. Katriina<br>Age=20.0<br>shap=-0.162",
          "None=Pekoniemi, Mr. Edvard<br>Age=21.0<br>shap=0.160",
          "None=Turpin, Mr. William John Robert<br>Age=29.0<br>shap=0.083",
          "None=Moore, Mr. Leonard Charles<br>Age=nan<br>shap=0.113",
          "None=Osen, Mr. Olaf Elon<br>Age=16.0<br>shap=0.143",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=9.0<br>shap=-0.083",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=36.5<br>shap=0.007",
          "None=Bateman, Rev. Robert James<br>Age=51.0<br>shap=-0.073",
          "None=Meo, Mr. Alfonzo<br>Age=55.5<br>shap=-0.077",
          "None=Cribb, Mr. John Hatfield<br>Age=44.0<br>shap=-0.082",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=nan<br>shap=-0.501",
          "None=Van der hoef, Mr. Wyckoff<br>Age=61.0<br>shap=-0.209",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=21.0<br>shap=0.160",
          "None=Klasen, Mr. Klas Albin<br>Age=18.0<br>shap=0.194",
          "None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>shap=0.249",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=19.0<br>shap=-0.154",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>shap=-0.283",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>shap=0.090",
          "None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>shap=0.080",
          "None=Blank, Mr. Henry<br>Age=40.0<br>shap=-0.279",
          "None=Ali, Mr. Ahmed<br>Age=24.0<br>shap=0.198",
          "None=Green, Mr. George Henry<br>Age=51.0<br>shap=-0.073",
          "None=Nenkoff, Mr. Christo<br>Age=nan<br>shap=0.113",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>shap=-0.061",
          "None=Harknett, Miss. Alice Phoebe<br>Age=nan<br>shap=-0.126",
          "None=Hunt, Mr. George Henry<br>Age=33.0<br>shap=-0.034",
          "None=Reed, Mr. James George<br>Age=nan<br>shap=0.113",
          "None=Stead, Mr. William Thomas<br>Age=62.0<br>shap=0.039",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=nan<br>shap=-1.009",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=50.0<br>shap=0.074",
          "None=Smith, Mr. Thomas<br>Age=nan<br>shap=0.136",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=3.0<br>shap=0.060",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=nan<br>shap=-0.141",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=63.0<br>shap=-0.548",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=35.0<br>shap=0.055",
          "None=Smith, Mr. Richard William<br>Age=nan<br>shap=0.249",
          "None=Connolly, Miss. Kate<br>Age=22.0<br>shap=-0.180",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=19.0<br>shap=-1.072",
          "None=Levy, Mr. Rene Jacques<br>Age=36.0<br>shap=-0.044",
          "None=Lewy, Mr. Ervin G<br>Age=nan<br>shap=0.878",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=nan<br>shap=0.113",
          "None=Sage, Mr. George John Jr<br>Age=nan<br>shap=0.099",
          "None=Nysveen, Mr. Johan Hansen<br>Age=61.0<br>shap=-0.087",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=nan<br>shap=-0.601",
          "None=Denkoff, Mr. Mitto<br>Age=nan<br>shap=0.113",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=41.0<br>shap=0.313",
          "None=Dimic, Mr. Jovan<br>Age=42.0<br>shap=-0.093",
          "None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>shap=0.102",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>shap=0.167",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=nan<br>shap=-0.858",
          "None=Widener, Mr. Harry Elkins<br>Age=27.0<br>shap=0.864",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>shap=0.167",
          "None=Plotcharsky, Mr. Vasil<br>Age=nan<br>shap=0.113",
          "None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>shap=0.075",
          "None=Sadlier, Mr. Matthew<br>Age=nan<br>shap=0.136",
          "None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>shap=0.160",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>shap=-0.185",
          "None=Niskanen, Mr. Juha<br>Age=39.0<br>shap=-0.076",
          "None=Minahan, Miss. Daisy E<br>Age=33.0<br>shap=0.266",
          "None=Matthews, Mr. William John<br>Age=30.0<br>shap=0.086",
          "None=Charters, Mr. David<br>Age=21.0<br>shap=0.175",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=19.0<br>shap=-0.170",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>shap=0.083",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=nan<br>shap=0.099",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>shap=0.139",
          "None=Anderson, Mr. Harry<br>Age=48.0<br>shap=0.116",
          "None=Milling, Mr. Jacob Christian<br>Age=48.0<br>shap=-0.057",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>shap=0.008",
          "None=Karlsson, Mr. Nils August<br>Age=22.0<br>shap=0.160",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=nan<br>shap=0.113",
          "None=Bishop, Mr. Dickinson H<br>Age=25.0<br>shap=1.084",
          "None=Windelov, Mr. Einar<br>Age=21.0<br>shap=0.160",
          "None=Shellard, Mr. Frederick William<br>Age=nan<br>shap=0.113",
          "None=Svensson, Mr. Olof<br>Age=24.0<br>shap=0.198",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>shap=-0.149",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>shap=0.185",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>shap=0.654",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=nan<br>shap=0.620",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=36.0<br>shap=0.164",
          "None=Kassem, Mr. Fared<br>Age=nan<br>shap=0.140",
          "None=Cacic, Miss. Marija<br>Age=30.0<br>shap=-0.087",
          "None=Hart, Miss. Eva Miriam<br>Age=7.0<br>shap=-0.118",
          "None=Butt, Major. Archibald Willingham<br>Age=45.0<br>shap=0.159",
          "None=Beane, Mr. Edward<br>Age=32.0<br>shap=0.113",
          "None=Goldsmith, Mr. Frank John<br>Age=33.0<br>shap=0.031",
          "None=Ohman, Miss. Velin<br>Age=22.0<br>shap=-0.164",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>shap=0.470",
          "None=Morrow, Mr. Thomas Rowan<br>Age=nan<br>shap=0.136",
          "None=Harris, Mr. George<br>Age=62.0<br>shap=-0.045",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>shap=-0.732",
          "None=Patchett, Mr. George<br>Age=19.0<br>shap=0.167",
          "None=Ross, Mr. John Hugo<br>Age=36.0<br>shap=-0.411",
          "None=Murdlin, Mr. Joseph<br>Age=nan<br>shap=0.113",
          "None=Bourke, Miss. Mary<br>Age=nan<br>shap=-0.157",
          "None=Boulos, Mr. Hanna<br>Age=nan<br>shap=0.140",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=49.0<br>shap=-0.177",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=35.0<br>shap=-0.731",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>shap=-0.094",
          "None=Daniel, Mr. Robert Williams<br>Age=27.0<br>shap=0.525",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>shap=-0.191",
          "None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>shap=0.391",
          "None=Jardin, Mr. Jose Neto<br>Age=nan<br>shap=0.113",
          "None=Horgan, Mr. John<br>Age=nan<br>shap=0.136",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>shap=-0.083",
          "None=Yasbeck, Mr. Antoni<br>Age=27.0<br>shap=0.102",
          "None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>shap=0.090",
          "None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>shap=-0.073",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>shap=0.962",
          "None=Willey, Mr. Edward<br>Age=nan<br>shap=0.113",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>shap=-0.164",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Age=18.0<br>shap=-0.199",
          "None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>shap=0.160",
          "None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>shap=0.107",
          "None=Coleff, Mr. Peju<br>Age=36.0<br>shap=-0.088",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>shap=0.126",
          "None=Davidson, Mr. Thornton<br>Age=31.0<br>shap=0.119",
          "None=Turja, Miss. Anna Sofia<br>Age=18.0<br>shap=-0.168",
          "None=Hassab, Mr. Hammad<br>Age=27.0<br>shap=0.126",
          "None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>shap=0.093",
          "None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>shap=0.097",
          "None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>shap=0.165",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>shap=-0.025",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>shap=-0.512",
          "None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>shap=0.083",
          "None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>shap=-0.077",
          "None=Klaber, Mr. Herman<br>Age=nan<br>shap=0.328",
          "None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>shap=0.198",
          "None=Larsson, Mr. August Viktor<br>Age=29.0<br>shap=0.090",
          "None=Greenberg, Mr. Samuel<br>Age=52.0<br>shap=-0.073",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Age=27.0<br>shap=-0.006",
          "None=McEvoy, Mr. Michael<br>Age=nan<br>shap=0.136",
          "None=Johnson, Mr. Malkolm Joackim<br>Age=33.0<br>shap=-0.034",
          "None=Gillespie, Mr. William Henry<br>Age=34.0<br>shap=-0.064",
          "None=Allen, Miss. Elisabeth Walton<br>Age=29.0<br>shap=-0.049",
          "None=Berriman, Mr. William John<br>Age=23.0<br>shap=0.160",
          "None=Troupiansky, Mr. Moses Aaron<br>Age=23.0<br>shap=0.160",
          "None=Williams, Mr. Leslie<br>Age=28.5<br>shap=0.090",
          "None=Ivanoff, Mr. Kanio<br>Age=nan<br>shap=0.113",
          "None=McNamee, Mr. Neal<br>Age=24.0<br>shap=0.188",
          "None=Connaghton, Mr. Michael<br>Age=31.0<br>shap=0.089",
          "None=Carlsson, Mr. August Sigfrid<br>Age=28.0<br>shap=0.090",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Age=33.0<br>shap=0.027",
          "None=Eklund, Mr. Hans Linus<br>Age=16.0<br>shap=0.143",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Age=51.0<br>shap=-0.562",
          "None=Moran, Mr. Daniel J<br>Age=nan<br>shap=0.125",
          "None=Lievens, Mr. Rene Aime<br>Age=24.0<br>shap=0.198",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Age=43.0<br>shap=0.569",
          "None=Ayoub, Miss. Banoura<br>Age=13.0<br>shap=-0.138",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Age=17.0<br>shap=-0.523",
          "None=Johnston, Mr. Andrew G<br>Age=nan<br>shap=0.138",
          "None=Ali, Mr. William<br>Age=25.0<br>shap=0.123",
          "None=Sjoblom, Miss. Anna Sofia<br>Age=18.0<br>shap=-0.168",
          "None=Guggenheim, Mr. Benjamin<br>Age=46.0<br>shap=0.679",
          "None=Leader, Dr. Alice (Farnham)<br>Age=49.0<br>shap=-0.426",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Age=31.0<br>shap=-0.063",
          "None=Carter, Master. William Thornton II<br>Age=11.0<br>shap=0.715",
          "None=Thomas, Master. Assad Alexander<br>Age=0.42<br>shap=0.158",
          "None=Johansson, Mr. Karl Johan<br>Age=31.0<br>shap=0.074",
          "None=Slemen, Mr. Richard James<br>Age=35.0<br>shap=-0.073",
          "None=Tomlin, Mr. Ernest Portage<br>Age=30.5<br>shap=0.086",
          "None=McCormack, Mr. Thomas Joseph<br>Age=nan<br>shap=0.122",
          "None=Richards, Master. George Sibley<br>Age=0.83<br>shap=0.123",
          "None=Mudd, Mr. Thomas Charles<br>Age=16.0<br>shap=0.143",
          "None=Lemberopolous, Mr. Peter L<br>Age=34.5<br>shap=-0.073",
          "None=Sage, Mr. Douglas Bullen<br>Age=nan<br>shap=0.099",
          "None=Boulos, Miss. Nourelain<br>Age=9.0<br>shap=-0.151",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Age=18.0<br>shap=-0.179",
          "None=Razi, Mr. Raihed<br>Age=nan<br>shap=0.140",
          "None=Johnson, Master. Harold Theodor<br>Age=4.0<br>shap=0.123",
          "None=Carlsson, Mr. Frans Olof<br>Age=33.0<br>shap=0.116",
          "None=Gustafsson, Mr. Alfred Ossian<br>Age=20.0<br>shap=0.167",
          "None=Montvila, Rev. Juozas<br>Age=27.0<br>shap=0.090"
         ],
         "type": "scattergl",
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          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Survival=1<br>shap=-0.048",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Survival=1<br>shap=-0.049",
          "None=Palsson, Master. Gosta Leonard<br>Survival=0<br>shap=-0.027",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Survival=1<br>shap=-0.020",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Survival=1<br>shap=-0.025",
          "None=Saundercock, Mr. William Henry<br>Survival=0<br>shap=-0.084",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Survival=0<br>shap=0.040",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Survival=1<br>shap=-0.022",
          "None=Glynn, Miss. Mary Agatha<br>Survival=1<br>shap=-0.042",
          "None=Meyer, Mr. Edgar Joseph<br>Survival=0<br>shap=-0.115",
          "None=Kraeff, Mr. Theodor<br>Survival=0<br>shap=-0.080",
          "None=Devaney, Miss. Margaret Delia<br>Survival=1<br>shap=-0.042",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Survival=0<br>shap=0.029",
          "None=Rugg, Miss. Emily<br>Survival=1<br>shap=-0.044",
          "None=Harris, Mr. Henry Birkhardt<br>Survival=0<br>shap=-0.205",
          "None=Skoog, Master. Harald<br>Survival=0<br>shap=-0.034",
          "None=Kink, Mr. Vincenz<br>Survival=0<br>shap=-0.049",
          "None=Hood, Mr. Ambrose Jr<br>Survival=0<br>shap=-0.084",
          "None=Ilett, Miss. Bertha<br>Survival=1<br>shap=-0.044",
          "None=Ford, Mr. William Neal<br>Survival=0<br>shap=-0.050",
          "None=Christmann, Mr. Emil<br>Survival=0<br>shap=-0.084",
          "None=Andreasson, Mr. Paul Edvin<br>Survival=0<br>shap=-0.084",
          "None=Chaffee, Mr. Herbert Fuller<br>Survival=0<br>shap=-0.205",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Survival=0<br>shap=-0.084",
          "None=White, Mr. Richard Frasar<br>Survival=0<br>shap=-0.039",
          "None=Rekic, Mr. Tido<br>Survival=0<br>shap=-0.100",
          "None=Moran, Miss. Bertha<br>Survival=1<br>shap=-0.022",
          "None=Barton, Mr. David John<br>Survival=0<br>shap=-0.084",
          "None=Jussila, Miss. Katriina<br>Survival=0<br>shap=0.029",
          "None=Pekoniemi, Mr. Edvard<br>Survival=0<br>shap=-0.084",
          "None=Turpin, Mr. William John Robert<br>Survival=0<br>shap=-0.065",
          "None=Moore, Mr. Leonard Charles<br>Survival=0<br>shap=-0.084",
          "None=Osen, Mr. Olaf Elon<br>Survival=0<br>shap=-0.084",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Survival=0<br>shap=0.006",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Survival=0<br>shap=-0.076",
          "None=Bateman, Rev. Robert James<br>Survival=0<br>shap=-0.100",
          "None=Meo, Mr. Alfonzo<br>Survival=0<br>shap=-0.100",
          "None=Cribb, Mr. John Hatfield<br>Survival=0<br>shap=-0.069",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Survival=1<br>shap=0.017",
          "None=Van der hoef, Mr. Wyckoff<br>Survival=0<br>shap=-1.905",
          "None=Sivola, Mr. Antti Wilhelm<br>Survival=0<br>shap=-0.084",
          "None=Klasen, Mr. Klas Albin<br>Survival=0<br>shap=-0.043",
          "None=Rood, Mr. Hugh Roscoe<br>Survival=0<br>shap=-0.224",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Survival=1<br>shap=-0.024",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Survival=1<br>shap=-0.548",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Survival=0<br>shap=-0.084",
          "None=Backstrom, Mr. Karl Alfred<br>Survival=0<br>shap=-0.081",
          "None=Blank, Mr. Henry<br>Survival=1<br>shap=0.144",
          "None=Ali, Mr. Ahmed<br>Survival=0<br>shap=-0.084",
          "None=Green, Mr. George Henry<br>Survival=0<br>shap=-0.100",
          "None=Nenkoff, Mr. Christo<br>Survival=0<br>shap=-0.084",
          "None=Asplund, Miss. Lillian Gertrud<br>Survival=1<br>shap=-0.011",
          "None=Harknett, Miss. Alice Phoebe<br>Survival=0<br>shap=0.040",
          "None=Hunt, Mr. George Henry<br>Survival=0<br>shap=-0.100",
          "None=Reed, Mr. James George<br>Survival=0<br>shap=-0.084",
          "None=Stead, Mr. William Thomas<br>Survival=0<br>shap=-0.311",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Survival=1<br>shap=-0.053",
          "None=Parrish, Mrs. (Lutie Davis)<br>Survival=1<br>shap=-0.028",
          "None=Smith, Mr. Thomas<br>Survival=0<br>shap=-0.073",
          "None=Asplund, Master. Edvin Rojj Felix<br>Survival=1<br>shap=0.031",
          "None=Healy, Miss. Hanora \"Nora\"<br>Survival=1<br>shap=-0.042",
          "None=Andrews, Miss. Kornelia Theodosia<br>Survival=1<br>shap=-0.057",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Survival=1<br>shap=-0.021",
          "None=Smith, Mr. Richard William<br>Survival=0<br>shap=-0.224",
          "None=Connolly, Miss. Kate<br>Survival=1<br>shap=-0.042",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Survival=1<br>shap=-0.408",
          "None=Levy, Mr. Rene Jacques<br>Survival=0<br>shap=-0.096",
          "None=Lewy, Mr. Ervin G<br>Survival=0<br>shap=-0.149",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Survival=0<br>shap=-0.084",
          "None=Sage, Mr. George John Jr<br>Survival=0<br>shap=-0.034",
          "None=Nysveen, Mr. Johan Hansen<br>Survival=0<br>shap=-0.107",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Survival=1<br>shap=-0.041",
          "None=Denkoff, Mr. Mitto<br>Survival=0<br>shap=-0.084",
          "None=Burns, Miss. Elizabeth Margaret<br>Survival=1<br>shap=-0.061",
          "None=Dimic, Mr. Jovan<br>Survival=0<br>shap=-0.100",
          "None=del Carlo, Mr. Sebastiano<br>Survival=0<br>shap=-0.061",
          "None=Beavan, Mr. William Thomas<br>Survival=0<br>shap=-0.084",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Survival=1<br>shap=-0.040",
          "None=Widener, Mr. Harry Elkins<br>Survival=0<br>shap=-0.035",
          "None=Gustafsson, Mr. Karl Gideon<br>Survival=0<br>shap=-0.084",
          "None=Plotcharsky, Mr. Vasil<br>Survival=0<br>shap=-0.084",
          "None=Goodwin, Master. Sidney Leonard<br>Survival=0<br>shap=-0.034",
          "None=Sadlier, Mr. Matthew<br>Survival=0<br>shap=-0.073",
          "None=Gustafsson, Mr. Johan Birger<br>Survival=0<br>shap=-0.049",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Survival=1<br>shap=-0.020",
          "None=Niskanen, Mr. Juha<br>Survival=1<br>shap=0.115",
          "None=Minahan, Miss. Daisy E<br>Survival=1<br>shap=-0.032",
          "None=Matthews, Mr. William John<br>Survival=0<br>shap=-0.084",
          "None=Charters, Mr. David<br>Survival=0<br>shap=-0.073",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Survival=1<br>shap=-0.044",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Survival=1<br>shap=-0.021",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Survival=1<br>shap=0.085",
          "None=Peuchen, Major. Arthur Godfrey<br>Survival=1<br>shap=0.132",
          "None=Anderson, Mr. Harry<br>Survival=1<br>shap=0.132",
          "None=Milling, Mr. Jacob Christian<br>Survival=0<br>shap=-0.100",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Survival=1<br>shap=-0.022",
          "None=Karlsson, Mr. Nils August<br>Survival=0<br>shap=-0.084",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Survival=0<br>shap=-0.084",
          "None=Bishop, Mr. Dickinson H<br>Survival=1<br>shap=0.975",
          "None=Windelov, Mr. Einar<br>Survival=0<br>shap=-0.084",
          "None=Shellard, Mr. Frederick William<br>Survival=0<br>shap=-0.084",
          "None=Svensson, Mr. Olof<br>Survival=0<br>shap=-0.084",
          "None=O'Sullivan, Miss. Bridget Mary<br>Survival=0<br>shap=0.024",
          "None=Laitinen, Miss. Kristina Sofia<br>Survival=0<br>shap=0.049",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Survival=0<br>shap=-0.115",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Survival=1<br>shap=0.120",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Survival=1<br>shap=-0.039",
          "None=Kassem, Mr. Fared<br>Survival=0<br>shap=-0.080",
          "None=Cacic, Miss. Marija<br>Survival=0<br>shap=0.040",
          "None=Hart, Miss. Eva Miriam<br>Survival=1<br>shap=-0.020",
          "None=Butt, Major. Archibald Willingham<br>Survival=0<br>shap=-1.833",
          "None=Beane, Mr. Edward<br>Survival=1<br>shap=0.082",
          "None=Goldsmith, Mr. Frank John<br>Survival=0<br>shap=-0.059",
          "None=Ohman, Miss. Velin<br>Survival=1<br>shap=-0.044",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Survival=1<br>shap=-0.035",
          "None=Morrow, Mr. Thomas Rowan<br>Survival=0<br>shap=-0.073",
          "None=Harris, Mr. George<br>Survival=1<br>shap=0.116",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Survival=1<br>shap=-0.030",
          "None=Patchett, Mr. George<br>Survival=0<br>shap=-0.084",
          "None=Ross, Mr. John Hugo<br>Survival=0<br>shap=-0.164",
          "None=Murdlin, Mr. Joseph<br>Survival=0<br>shap=-0.084",
          "None=Bourke, Miss. Mary<br>Survival=0<br>shap=0.010",
          "None=Boulos, Mr. Hanna<br>Survival=0<br>shap=-0.080",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Survival=1<br>shap=0.121",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Survival=1<br>shap=0.144",
          "None=Lindell, Mr. Edvard Bengtsson<br>Survival=0<br>shap=-0.081",
          "None=Daniel, Mr. Robert Williams<br>Survival=1<br>shap=0.120",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Survival=1<br>shap=-0.015",
          "None=Shutes, Miss. Elizabeth W<br>Survival=1<br>shap=-0.062",
          "None=Jardin, Mr. Jose Neto<br>Survival=0<br>shap=-0.084",
          "None=Horgan, Mr. John<br>Survival=0<br>shap=-0.073",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Survival=0<br>shap=0.029",
          "None=Yasbeck, Mr. Antoni<br>Survival=0<br>shap=-0.061",
          "None=Bostandyeff, Mr. Guentcho<br>Survival=0<br>shap=-0.084",
          "None=Lundahl, Mr. Johan Svensson<br>Survival=0<br>shap=-0.100",
          "None=Stahelin-Maeglin, Dr. Max<br>Survival=1<br>shap=1.228",
          "None=Willey, Mr. Edward<br>Survival=0<br>shap=-0.084",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Survival=1<br>shap=-0.044",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Survival=0<br>shap=0.024",
          "None=Eitemiller, Mr. George Floyd<br>Survival=0<br>shap=-0.084",
          "None=Colley, Mr. Edward Pomeroy<br>Survival=0<br>shap=-0.239",
          "None=Coleff, Mr. Peju<br>Survival=0<br>shap=-0.100",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Survival=1<br>shap=-0.021",
          "None=Davidson, Mr. Thornton<br>Survival=0<br>shap=-1.361",
          "None=Turja, Miss. Anna Sofia<br>Survival=1<br>shap=-0.044",
          "None=Hassab, Mr. Hammad<br>Survival=1<br>shap=0.132",
          "None=Goodwin, Mr. Charles Edward<br>Survival=0<br>shap=-0.034",
          "None=Panula, Mr. Jaako Arnold<br>Survival=0<br>shap=-0.027",
          "None=Fischer, Mr. Eberhard Thelander<br>Survival=0<br>shap=-0.084",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Survival=0<br>shap=-0.100",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Survival=1<br>shap=-0.040",
          "None=Hansen, Mr. Henrik Juul<br>Survival=0<br>shap=-0.065",
          "None=Calderhead, Mr. Edward Pennington<br>Survival=1<br>shap=0.132",
          "None=Klaber, Mr. Herman<br>Survival=0<br>shap=-0.224",
          "None=Taylor, Mr. Elmer Zebley<br>Survival=1<br>shap=0.109",
          "None=Larsson, Mr. August Viktor<br>Survival=0<br>shap=-0.084",
          "None=Greenberg, Mr. Samuel<br>Survival=0<br>shap=-0.100",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Survival=1<br>shap=-0.044",
          "None=McEvoy, Mr. Michael<br>Survival=0<br>shap=-0.073",
          "None=Johnson, Mr. Malkolm Joackim<br>Survival=0<br>shap=-0.100",
          "None=Gillespie, Mr. William Henry<br>Survival=0<br>shap=-0.100",
          "None=Allen, Miss. Elisabeth Walton<br>Survival=1<br>shap=-0.323",
          "None=Berriman, Mr. William John<br>Survival=0<br>shap=-0.084",
          "None=Troupiansky, Mr. Moses Aaron<br>Survival=0<br>shap=-0.084",
          "None=Williams, Mr. Leslie<br>Survival=0<br>shap=-0.084",
          "None=Ivanoff, Mr. Kanio<br>Survival=0<br>shap=-0.084",
          "None=McNamee, Mr. Neal<br>Survival=0<br>shap=-0.065",
          "None=Connaghton, Mr. Michael<br>Survival=0<br>shap=-0.076",
          "None=Carlsson, Mr. August Sigfrid<br>Survival=0<br>shap=-0.084",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Survival=1<br>shap=-0.331",
          "None=Eklund, Mr. Hans Linus<br>Survival=0<br>shap=-0.084",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Survival=1<br>shap=-0.049",
          "None=Moran, Mr. Daniel J<br>Survival=0<br>shap=-0.054",
          "None=Lievens, Mr. Rene Aime<br>Survival=0<br>shap=-0.084",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Survival=1<br>shap=-0.285",
          "None=Ayoub, Miss. Banoura<br>Survival=1<br>shap=-0.045",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Survival=1<br>shap=-0.190",
          "None=Johnston, Mr. Andrew G<br>Survival=0<br>shap=-0.050",
          "None=Ali, Mr. William<br>Survival=0<br>shap=-0.084",
          "None=Sjoblom, Miss. Anna Sofia<br>Survival=1<br>shap=-0.044",
          "None=Guggenheim, Mr. Benjamin<br>Survival=0<br>shap=-2.174",
          "None=Leader, Dr. Alice (Farnham)<br>Survival=1<br>shap=-0.062",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Survival=1<br>shap=-0.018",
          "None=Carter, Master. William Thornton II<br>Survival=1<br>shap=0.422",
          "None=Thomas, Master. Assad Alexander<br>Survival=1<br>shap=0.049",
          "None=Johansson, Mr. Karl Johan<br>Survival=0<br>shap=-0.086",
          "None=Slemen, Mr. Richard James<br>Survival=0<br>shap=-0.100",
          "None=Tomlin, Mr. Ernest Portage<br>Survival=0<br>shap=-0.084",
          "None=McCormack, Mr. Thomas Joseph<br>Survival=1<br>shap=0.084",
          "None=Richards, Master. George Sibley<br>Survival=1<br>shap=0.034",
          "None=Mudd, Mr. Thomas Charles<br>Survival=0<br>shap=-0.084",
          "None=Lemberopolous, Mr. Peter L<br>Survival=0<br>shap=-0.096",
          "None=Sage, Mr. Douglas Bullen<br>Survival=0<br>shap=-0.034",
          "None=Boulos, Miss. Nourelain<br>Survival=0<br>shap=-0.000",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Survival=1<br>shap=-0.019",
          "None=Razi, Mr. Raihed<br>Survival=0<br>shap=-0.080",
          "None=Johnson, Master. Harold Theodor<br>Survival=1<br>shap=0.034",
          "None=Carlsson, Mr. Frans Olof<br>Survival=0<br>shap=-1.833",
          "None=Gustafsson, Mr. Alfred Ossian<br>Survival=0<br>shap=-0.084",
          "None=Montvila, Rev. Juozas<br>Survival=0<br>shap=-0.084"
         ],
         "type": "scattergl",
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Robert James<br>Survival=0<br>shap=-0.100\", \"None=Meo, Mr. Alfonzo<br>Survival=0<br>shap=-0.100\", \"None=Cribb, Mr. John Hatfield<br>Survival=0<br>shap=-0.069\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Survival=1<br>shap=0.017\", \"None=Van der hoef, Mr. Wyckoff<br>Survival=0<br>shap=-1.905\", \"None=Sivola, Mr. Antti Wilhelm<br>Survival=0<br>shap=-0.084\", \"None=Klasen, Mr. Klas Albin<br>Survival=0<br>shap=-0.043\", \"None=Rood, Mr. Hugh Roscoe<br>Survival=0<br>shap=-0.224\", \"None=Andersen-Jensen, Miss. 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    "## Contributions"
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       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
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       "\n",
       "// Listen for the clearing of the current output cell\n",
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       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "index = 0  # explain prediction for first row of X_test\n",
    "explainer.plot_contributions(index, topx=5, round=2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:02:48.639835Z",
     "start_time": "2021-01-20T16:02:48.575364Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Cumings, Mrs. John Bradley (Florence Briggs Thayer)\n"
     ]
    },
    {
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          "Deck=C<BR>-4.13 $",
          "No_of_siblings_plus_spouses_on_board=1<BR>-1.81 $",
          "Other features combined=<BR>0.0 $",
          "Survival=1<BR>+1.96 $",
          "Age=38.0<BR>+7.29 $",
          "Sex=female<BR>+7.46 $",
          "Embarked=Cherbourg<BR>+10.35 $",
          "PassengerClass=1<BR>+62.75 $",
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          "PassengerClass",
          "Embarked",
          "Sex",
          "Age",
          "Survival",
          "Other features combined",
          "No_of_siblings_plus_spouses_on_board",
          "Deck",
          "No_of_parents_plus_children_on_board",
          "Population<br>average"
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        "barmode": "stack",
        "height": 485,
        "margin": {
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        },
        "title": {
         "text": "Contribution to prediction Fare = 111.9 $",
         "x": 0.5
        },
        "xaxis": {
         "title": {
          "text": "Predicted $"
         }
        }
       }
      },
      "text/html": [
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "name = test_names[0]  # explainer prediction for name\n",
    "print(name)\n",
    "explainer.plot_contributions(name, sort=\"low-to-high\", orientation=\"horizontal\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Shap dependence plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 60,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:02:53.856438Z",
     "start_time": "2021-01-20T16:02:53.842598Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
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         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>SHAP=7.294",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>SHAP=5.299",
          "None=Palsson, Master. Gosta Leonard<br>Age=2.0<br>SHAP=0.491",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=27.0<br>SHAP=-0.329",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>SHAP=-0.299",
          "None=Saundercock, Mr. William Henry<br>Age=20.0<br>SHAP=-0.011",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=14.0<br>SHAP=0.184",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=38.0<br>SHAP=0.435",
          "None=Glynn, Miss. Mary Agatha<br>Age=-999.0<br>SHAP=-0.108",
          "None=Meyer, Mr. Edgar Joseph<br>Age=28.0<br>SHAP=-2.582",
          "None=Kraeff, Mr. Theodor<br>Age=-999.0<br>SHAP=0.121",
          "None=Devaney, Miss. Margaret Delia<br>Age=19.0<br>SHAP=-0.555",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=18.0<br>SHAP=-0.280",
          "None=Rugg, Miss. Emily<br>Age=21.0<br>SHAP=-0.366",
          "None=Harris, Mr. Henry Birkhardt<br>Age=45.0<br>SHAP=-1.571",
          "None=Skoog, Master. Harald<br>Age=4.0<br>SHAP=0.357",
          "None=Kink, Mr. Vincenz<br>Age=26.0<br>SHAP=-0.062",
          "None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>SHAP=0.018",
          "None=Ilett, Miss. Bertha<br>Age=17.0<br>SHAP=0.464",
          "None=Ford, Mr. William Neal<br>Age=16.0<br>SHAP=0.135",
          "None=Christmann, Mr. Emil<br>Age=29.0<br>SHAP=-0.252",
          "None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>SHAP=-0.011",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>SHAP=-0.616",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=-999.0<br>SHAP=0.343",
          "None=White, Mr. Richard Frasar<br>Age=21.0<br>SHAP=2.686",
          "None=Rekic, Mr. Tido<br>Age=38.0<br>SHAP=0.540",
          "None=Moran, Miss. Bertha<br>Age=-999.0<br>SHAP=-0.107",
          "None=Barton, Mr. David John<br>Age=22.0<br>SHAP=-0.023",
          "None=Jussila, Miss. Katriina<br>Age=20.0<br>SHAP=-0.337",
          "None=Pekoniemi, Mr. Edvard<br>Age=21.0<br>SHAP=-0.026",
          "None=Turpin, Mr. William John Robert<br>Age=29.0<br>SHAP=-0.271",
          "None=Moore, Mr. Leonard Charles<br>Age=-999.0<br>SHAP=0.343",
          "None=Osen, Mr. Olaf Elon<br>Age=16.0<br>SHAP=0.131",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=9.0<br>SHAP=0.286",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=36.5<br>SHAP=1.011",
          "None=Bateman, Rev. Robert James<br>Age=51.0<br>SHAP=0.320",
          "None=Meo, Mr. Alfonzo<br>Age=55.5<br>SHAP=0.012",
          "None=Cribb, Mr. John Hatfield<br>Age=44.0<br>SHAP=0.058",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=-999.0<br>SHAP=3.755",
          "None=Van der hoef, Mr. Wyckoff<br>Age=61.0<br>SHAP=-2.261",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=21.0<br>SHAP=-0.026",
          "None=Klasen, Mr. Klas Albin<br>Age=18.0<br>SHAP=0.107",
          "None=Rood, Mr. Hugh Roscoe<br>Age=-999.0<br>SHAP=1.759",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=19.0<br>SHAP=-0.452",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>SHAP=5.828",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>SHAP=0.069",
          "None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>SHAP=-0.179",
          "None=Blank, Mr. Henry<br>Age=40.0<br>SHAP=3.683",
          "None=Ali, Mr. Ahmed<br>Age=24.0<br>SHAP=-0.024",
          "None=Green, Mr. George Henry<br>Age=51.0<br>SHAP=0.236",
          "None=Nenkoff, Mr. Christo<br>Age=-999.0<br>SHAP=0.343",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>SHAP=0.194",
          "None=Harknett, Miss. Alice Phoebe<br>Age=-999.0<br>SHAP=0.170",
          "None=Hunt, Mr. George Henry<br>Age=33.0<br>SHAP=0.481",
          "None=Reed, Mr. James George<br>Age=-999.0<br>SHAP=0.343",
          "None=Stead, Mr. William Thomas<br>Age=62.0<br>SHAP=-2.660",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=-999.0<br>SHAP=-4.277",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=50.0<br>SHAP=3.662",
          "None=Smith, Mr. Thomas<br>Age=-999.0<br>SHAP=0.215",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=3.0<br>SHAP=0.229",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=-999.0<br>SHAP=-0.108",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=63.0<br>SHAP=-1.548",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=35.0<br>SHAP=1.210",
          "None=Smith, Mr. Richard William<br>Age=-999.0<br>SHAP=1.759",
          "None=Connolly, Miss. Kate<br>Age=22.0<br>SHAP=-0.568",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=19.0<br>SHAP=-4.351",
          "None=Levy, Mr. Rene Jacques<br>Age=36.0<br>SHAP=2.132",
          "None=Lewy, Mr. Ervin G<br>Age=-999.0<br>SHAP=0.136",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=-999.0<br>SHAP=0.343",
          "None=Sage, Mr. George John Jr<br>Age=-999.0<br>SHAP=1.872",
          "None=Nysveen, Mr. Johan Hansen<br>Age=61.0<br>SHAP=0.026",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=-999.0<br>SHAP=-0.920",
          "None=Denkoff, Mr. Mitto<br>Age=-999.0<br>SHAP=0.343",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=41.0<br>SHAP=4.131",
          "None=Dimic, Mr. Jovan<br>Age=42.0<br>SHAP=0.076",
          "None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>SHAP=-0.477",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>SHAP=-0.011",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=-999.0<br>SHAP=-4.179",
          "None=Widener, Mr. Harry Elkins<br>Age=27.0<br>SHAP=2.836",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>SHAP=-0.011",
          "None=Plotcharsky, Mr. Vasil<br>Age=-999.0<br>SHAP=0.343",
          "None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>SHAP=-1.452",
          "None=Sadlier, Mr. Matthew<br>Age=-999.0<br>SHAP=0.215",
          "None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>SHAP=0.147",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>SHAP=-0.267",
          "None=Niskanen, Mr. Juha<br>Age=39.0<br>SHAP=0.830",
          "None=Minahan, Miss. Daisy E<br>Age=33.0<br>SHAP=3.678",
          "None=Matthews, Mr. William John<br>Age=30.0<br>SHAP=-0.116",
          "None=Charters, Mr. David<br>Age=21.0<br>SHAP=-0.107",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=19.0<br>SHAP=-0.358",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>SHAP=0.331",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=-999.0<br>SHAP=0.254",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>SHAP=-2.205",
          "None=Anderson, Mr. Harry<br>Age=48.0<br>SHAP=-0.813",
          "None=Milling, Mr. Jacob Christian<br>Age=48.0<br>SHAP=0.396",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>SHAP=0.430",
          "None=Karlsson, Mr. Nils August<br>Age=22.0<br>SHAP=-0.023",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=-999.0<br>SHAP=-0.193",
          "None=Bishop, Mr. Dickinson H<br>Age=25.0<br>SHAP=-2.557",
          "None=Windelov, Mr. Einar<br>Age=21.0<br>SHAP=-0.026",
          "None=Shellard, Mr. Frederick William<br>Age=-999.0<br>SHAP=0.343",
          "None=Svensson, Mr. Olof<br>Age=24.0<br>SHAP=-0.024",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=-999.0<br>SHAP=-0.003",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=37.0<br>SHAP=1.184",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=18.0<br>SHAP=0.933",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=-999.0<br>SHAP=1.073",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=36.0<br>SHAP=1.419",
          "None=Kassem, Mr. Fared<br>Age=-999.0<br>SHAP=0.121",
          "None=Cacic, Miss. Marija<br>Age=30.0<br>SHAP=-0.285",
          "None=Hart, Miss. Eva Miriam<br>Age=7.0<br>SHAP=0.476",
          "None=Butt, Major. Archibald Willingham<br>Age=45.0<br>SHAP=-0.120",
          "None=Beane, Mr. Edward<br>Age=32.0<br>SHAP=0.055",
          "None=Goldsmith, Mr. Frank John<br>Age=33.0<br>SHAP=0.282",
          "None=Ohman, Miss. Velin<br>Age=22.0<br>SHAP=-0.414",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>SHAP=0.603",
          "None=Morrow, Mr. Thomas Rowan<br>Age=-999.0<br>SHAP=0.215",
          "None=Harris, Mr. George<br>Age=62.0<br>SHAP=0.498",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>SHAP=-7.076",
          "None=Patchett, Mr. George<br>Age=19.0<br>SHAP=-0.011",
          "None=Ross, Mr. John Hugo<br>Age=36.0<br>SHAP=13.178",
          "None=Murdlin, Mr. Joseph<br>Age=-999.0<br>SHAP=0.343",
          "None=Bourke, Miss. Mary<br>Age=-999.0<br>SHAP=0.079",
          "None=Boulos, Mr. Hanna<br>Age=-999.0<br>SHAP=0.121",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=49.0<br>SHAP=-0.670",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=35.0<br>SHAP=22.702",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=36.0<br>SHAP=0.910",
          "None=Daniel, Mr. Robert Williams<br>Age=27.0<br>SHAP=-0.792",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=22.0<br>SHAP=-0.617",
          "None=Shutes, Miss. Elizabeth W<br>Age=40.0<br>SHAP=0.712",
          "None=Jardin, Mr. Jose Neto<br>Age=-999.0<br>SHAP=0.343",
          "None=Horgan, Mr. John<br>Age=-999.0<br>SHAP=0.215",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=26.0<br>SHAP=-0.443",
          "None=Yasbeck, Mr. Antoni<br>Age=27.0<br>SHAP=-0.505",
          "None=Bostandyeff, Mr. Guentcho<br>Age=26.0<br>SHAP=-0.188",
          "None=Lundahl, Mr. Johan Svensson<br>Age=51.0<br>SHAP=0.236",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=32.0<br>SHAP=3.866",
          "None=Willey, Mr. Edward<br>Age=-999.0<br>SHAP=0.343",
          "None=Stanley, Miss. Amy Zillah Elsie<br>Age=23.0<br>SHAP=-0.408",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>Age=18.0<br>SHAP=-0.259",
          "None=Eitemiller, Mr. George Floyd<br>Age=23.0<br>SHAP=0.041",
          "None=Colley, Mr. Edward Pomeroy<br>Age=47.0<br>SHAP=-1.201",
          "None=Coleff, Mr. Peju<br>Age=36.0<br>SHAP=1.077",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Age=40.0<br>SHAP=0.164",
          "None=Davidson, Mr. Thornton<br>Age=31.0<br>SHAP=0.473",
          "None=Turja, Miss. Anna Sofia<br>Age=18.0<br>SHAP=-0.308",
          "None=Hassab, Mr. Hammad<br>Age=27.0<br>SHAP=-3.491",
          "None=Goodwin, Mr. Charles Edward<br>Age=14.0<br>SHAP=-1.434",
          "None=Panula, Mr. Jaako Arnold<br>Age=14.0<br>SHAP=0.340",
          "None=Fischer, Mr. Eberhard Thelander<br>Age=18.0<br>SHAP=0.088",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Age=42.0<br>SHAP=-0.052",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Age=18.0<br>SHAP=-2.559",
          "None=Hansen, Mr. Henrik Juul<br>Age=26.0<br>SHAP=-0.314",
          "None=Calderhead, Mr. Edward Pennington<br>Age=42.0<br>SHAP=-0.149",
          "None=Klaber, Mr. Herman<br>Age=-999.0<br>SHAP=3.608",
          "None=Taylor, Mr. Elmer Zebley<br>Age=48.0<br>SHAP=-1.314",
          "None=Larsson, Mr. August Viktor<br>Age=29.0<br>SHAP=-0.252",
          "None=Greenberg, Mr. Samuel<br>Age=52.0<br>SHAP=0.200",
          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>Age=27.0<br>SHAP=-0.273",
          "None=McEvoy, Mr. Michael<br>Age=-999.0<br>SHAP=0.215",
          "None=Johnson, Mr. Malkolm Joackim<br>Age=33.0<br>SHAP=0.492",
          "None=Gillespie, Mr. William Henry<br>Age=34.0<br>SHAP=1.392",
          "None=Allen, Miss. Elisabeth Walton<br>Age=29.0<br>SHAP=-1.294",
          "None=Berriman, Mr. William John<br>Age=23.0<br>SHAP=0.041",
          "None=Troupiansky, Mr. Moses Aaron<br>Age=23.0<br>SHAP=0.041",
          "None=Williams, Mr. Leslie<br>Age=28.5<br>SHAP=0.069",
          "None=Ivanoff, Mr. Kanio<br>Age=-999.0<br>SHAP=0.343",
          "None=McNamee, Mr. Neal<br>Age=24.0<br>SHAP=-0.114",
          "None=Connaghton, Mr. Michael<br>Age=31.0<br>SHAP=-0.223",
          "None=Carlsson, Mr. August Sigfrid<br>Age=28.0<br>SHAP=0.069",
          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Age=33.0<br>SHAP=1.497",
          "None=Eklund, Mr. Hans Linus<br>Age=16.0<br>SHAP=0.131",
          "None=Hogeboom, Mrs. John C (Anna Andrews)<br>Age=51.0<br>SHAP=-1.553",
          "None=Moran, Mr. Daniel J<br>Age=-999.0<br>SHAP=0.241",
          "None=Lievens, Mr. Rene Aime<br>Age=24.0<br>SHAP=-0.024",
          "None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Age=43.0<br>SHAP=-1.454",
          "None=Ayoub, Miss. Banoura<br>Age=13.0<br>SHAP=-0.333",
          "None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Age=17.0<br>SHAP=-1.061",
          "None=Johnston, Mr. Andrew G<br>Age=-999.0<br>SHAP=0.307",
          "None=Ali, Mr. William<br>Age=25.0<br>SHAP=-0.145",
          "None=Sjoblom, Miss. Anna Sofia<br>Age=18.0<br>SHAP=-0.308",
          "None=Guggenheim, Mr. Benjamin<br>Age=46.0<br>SHAP=4.066",
          "None=Leader, Dr. Alice (Farnham)<br>Age=49.0<br>SHAP=-1.754",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Age=31.0<br>SHAP=-0.216",
          "None=Carter, Master. William Thornton II<br>Age=11.0<br>SHAP=7.176",
          "None=Thomas, Master. Assad Alexander<br>Age=0.42<br>SHAP=0.047",
          "None=Johansson, Mr. Karl Johan<br>Age=31.0<br>SHAP=-0.157",
          "None=Slemen, Mr. Richard James<br>Age=35.0<br>SHAP=1.354",
          "None=Tomlin, Mr. Ernest Portage<br>Age=30.5<br>SHAP=-0.146",
          "None=McCormack, Mr. Thomas Joseph<br>Age=-999.0<br>SHAP=0.084",
          "None=Richards, Master. George Sibley<br>Age=0.83<br>SHAP=0.241",
          "None=Mudd, Mr. Thomas Charles<br>Age=16.0<br>SHAP=0.887",
          "None=Lemberopolous, Mr. Peter L<br>Age=34.5<br>SHAP=2.974",
          "None=Sage, Mr. Douglas Bullen<br>Age=-999.0<br>SHAP=1.872",
          "None=Boulos, Miss. Nourelain<br>Age=9.0<br>SHAP=-0.080",
          "None=Aks, Mrs. Sam (Leah Rosen)<br>Age=18.0<br>SHAP=-0.250",
          "None=Razi, Mr. Raihed<br>Age=-999.0<br>SHAP=0.121",
          "None=Johnson, Master. Harold Theodor<br>Age=4.0<br>SHAP=0.310",
          "None=Carlsson, Mr. Frans Olof<br>Age=33.0<br>SHAP=1.967",
          "None=Gustafsson, Mr. Alfred Ossian<br>Age=20.0<br>SHAP=-0.011",
          "None=Montvila, Rev. Juozas<br>Age=27.0<br>SHAP=-0.177"
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         "type": "scattergl",
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       ],
       "layout": {
        "hovermode": "closest",
        "paper_bgcolor": "#fff",
        "plot_bgcolor": "#fff",
        "showlegend": false,
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "title": {
         "text": "Dependence plot for Age"
        },
        "xaxis": {
         "title": {
          "text": "Age"
         }
        },
        "yaxis": {
         "title": {
          "text": "SHAP value ($)"
         }
        }
       }
      },
      "text/html": [
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Harald<br>Age=4.0<br>SHAP=0.357\", \"None=Kink, Mr. Vincenz<br>Age=26.0<br>SHAP=-0.062\", \"None=Hood, Mr. Ambrose Jr<br>Age=21.0<br>SHAP=0.018\", \"None=Ilett, Miss. Bertha<br>Age=17.0<br>SHAP=0.464\", \"None=Ford, Mr. William Neal<br>Age=16.0<br>SHAP=0.135\", \"None=Christmann, Mr. Emil<br>Age=29.0<br>SHAP=-0.252\", \"None=Andreasson, Mr. Paul Edvin<br>Age=20.0<br>SHAP=-0.011\", \"None=Chaffee, Mr. Herbert Fuller<br>Age=46.0<br>SHAP=-0.616\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Age=-999.0<br>SHAP=0.343\", \"None=White, Mr. Richard Frasar<br>Age=21.0<br>SHAP=2.686\", \"None=Rekic, Mr. Tido<br>Age=38.0<br>SHAP=0.540\", \"None=Moran, Miss. Bertha<br>Age=-999.0<br>SHAP=-0.107\", \"None=Barton, Mr. David John<br>Age=22.0<br>SHAP=-0.023\", \"None=Jussila, Miss. 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Carla Christine Nielsine<br>Age=19.0<br>SHAP=-0.452\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=44.0<br>SHAP=5.828\", \"None=Vande Walle, Mr. Nestor Cyriel<br>Age=28.0<br>SHAP=0.069\", \"None=Backstrom, Mr. Karl Alfred<br>Age=32.0<br>SHAP=-0.179\", \"None=Blank, Mr. Henry<br>Age=40.0<br>SHAP=3.683\", \"None=Ali, Mr. Ahmed<br>Age=24.0<br>SHAP=-0.024\", \"None=Green, Mr. George Henry<br>Age=51.0<br>SHAP=0.236\", \"None=Nenkoff, Mr. Christo<br>Age=-999.0<br>SHAP=0.343\", \"None=Asplund, Miss. Lillian Gertrud<br>Age=5.0<br>SHAP=0.194\", \"None=Harknett, Miss. Alice Phoebe<br>Age=-999.0<br>SHAP=0.170\", \"None=Hunt, Mr. George Henry<br>Age=33.0<br>SHAP=0.481\", \"None=Reed, Mr. James George<br>Age=-999.0<br>SHAP=0.343\", \"None=Stead, Mr. William Thomas<br>Age=62.0<br>SHAP=-2.660\", \"None=Thorne, Mrs. Gertrude Maybelle<br>Age=-999.0<br>SHAP=-4.277\", \"None=Parrish, Mrs. (Lutie Davis)<br>Age=50.0<br>SHAP=3.662\", \"None=Smith, Mr. Thomas<br>Age=-999.0<br>SHAP=0.215\", \"None=Asplund, Master. Edvin Rojj Felix<br>Age=3.0<br>SHAP=0.229\", \"None=Healy, Miss. Hanora \\\"Nora\\\"<br>Age=-999.0<br>SHAP=-0.108\", \"None=Andrews, Miss. Kornelia Theodosia<br>Age=63.0<br>SHAP=-1.548\", \"None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=35.0<br>SHAP=1.210\", \"None=Smith, Mr. Richard William<br>Age=-999.0<br>SHAP=1.759\", \"None=Connolly, Miss. Kate<br>Age=22.0<br>SHAP=-0.568\", \"None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=19.0<br>SHAP=-4.351\", \"None=Levy, Mr. Rene Jacques<br>Age=36.0<br>SHAP=2.132\", \"None=Lewy, Mr. Ervin G<br>Age=-999.0<br>SHAP=0.136\", \"None=Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Age=-999.0<br>SHAP=0.343\", \"None=Sage, Mr. George John Jr<br>Age=-999.0<br>SHAP=1.872\", \"None=Nysveen, Mr. Johan Hansen<br>Age=61.0<br>SHAP=0.026\", \"None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=-999.0<br>SHAP=-0.920\", \"None=Denkoff, Mr. Mitto<br>Age=-999.0<br>SHAP=0.343\", \"None=Burns, Miss. Elizabeth Margaret<br>Age=41.0<br>SHAP=4.131\", \"None=Dimic, Mr. Jovan<br>Age=42.0<br>SHAP=0.076\", \"None=del Carlo, Mr. Sebastiano<br>Age=29.0<br>SHAP=-0.477\", \"None=Beavan, Mr. William Thomas<br>Age=19.0<br>SHAP=-0.011\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=-999.0<br>SHAP=-4.179\", \"None=Widener, Mr. Harry Elkins<br>Age=27.0<br>SHAP=2.836\", \"None=Gustafsson, Mr. Karl Gideon<br>Age=19.0<br>SHAP=-0.011\", \"None=Plotcharsky, Mr. Vasil<br>Age=-999.0<br>SHAP=0.343\", \"None=Goodwin, Master. Sidney Leonard<br>Age=1.0<br>SHAP=-1.452\", \"None=Sadlier, Mr. Matthew<br>Age=-999.0<br>SHAP=0.215\", \"None=Gustafsson, Mr. Johan Birger<br>Age=28.0<br>SHAP=0.147\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=24.0<br>SHAP=-0.267\", \"None=Niskanen, Mr. Juha<br>Age=39.0<br>SHAP=0.830\", \"None=Minahan, Miss. Daisy E<br>Age=33.0<br>SHAP=3.678\", \"None=Matthews, Mr. William John<br>Age=30.0<br>SHAP=-0.116\", \"None=Charters, Mr. David<br>Age=21.0<br>SHAP=-0.107\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Age=19.0<br>SHAP=-0.358\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=45.0<br>SHAP=0.331\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>Age=-999.0<br>SHAP=0.254\", \"None=Peuchen, Major. Arthur Godfrey<br>Age=52.0<br>SHAP=-2.205\", \"None=Anderson, Mr. Harry<br>Age=48.0<br>SHAP=-0.813\", \"None=Milling, Mr. Jacob Christian<br>Age=48.0<br>SHAP=0.396\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=33.0<br>SHAP=0.430\", \"None=Karlsson, Mr. Nils August<br>Age=22.0<br>SHAP=-0.023\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Age=-999.0<br>SHAP=-0.193\", \"None=Bishop, Mr. Dickinson H<br>Age=25.0<br>SHAP=-2.557\", \"None=Windelov, Mr. Einar<br>Age=21.0<br>SHAP=-0.026\", \"None=Shellard, Mr. Frederick William<br>Age=-999.0<br>SHAP=0.343\", \"None=Svensson, Mr. Olof<br>Age=24.0<br>SHAP=-0.024\", \"None=O'Sullivan, Miss. Bridget Mary<br>Age=-999.0<br>SHAP=-0.003\", \"None=Laitinen, Miss. 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Velin<br>Age=22.0<br>SHAP=-0.414\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=39.0<br>SHAP=0.603\", \"None=Morrow, Mr. Thomas Rowan<br>Age=-999.0<br>SHAP=0.215\", \"None=Harris, Mr. George<br>Age=62.0<br>SHAP=0.498\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=53.0<br>SHAP=-7.076\", \"None=Patchett, Mr. George<br>Age=19.0<br>SHAP=-0.011\", \"None=Ross, Mr. John Hugo<br>Age=36.0<br>SHAP=13.178\", \"None=Murdlin, Mr. Joseph<br>Age=-999.0<br>SHAP=0.343\", \"None=Bourke, Miss. Mary<br>Age=-999.0<br>SHAP=0.079\", \"None=Boulos, Mr. Hanna<br>Age=-999.0<br>SHAP=0.121\", \"None=Duff Gordon, Sir. 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       "                            \n",
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_dependence(\"Age\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### color by sex"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:02:58.781681Z",
     "start_time": "2021-01-20T16:02:58.766014Z"
    }
   },
   "outputs": [
    {
     "data": {
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         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>Sex=Sex_female<br>SHAP=7.294",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>Sex=Sex_female<br>SHAP=5.299",
          "None=Palsson, Master. Gosta Leonard<br>Age=27.0<br>Sex=Sex_female<br>SHAP=-0.329",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=-0.299",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=0.184",
          "None=Saundercock, Mr. William Henry<br>Age=38.0<br>Sex=Sex_female<br>SHAP=0.435",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=nan<br>Sex=Sex_female<br>SHAP=-0.108",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=19.0<br>Sex=Sex_female<br>SHAP=-0.555",
          "None=Glynn, Miss. Mary Agatha<br>Age=18.0<br>Sex=Sex_female<br>SHAP=-0.280",
          "None=Meyer, Mr. Edgar Joseph<br>Age=21.0<br>Sex=Sex_female<br>SHAP=-0.366",
          "None=Kraeff, Mr. Theodor<br>Age=17.0<br>Sex=Sex_female<br>SHAP=0.464",
          "None=Devaney, Miss. Margaret Delia<br>Age=nan<br>Sex=Sex_female<br>SHAP=-0.107",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=20.0<br>Sex=Sex_female<br>SHAP=-0.337",
          "None=Rugg, Miss. Emily<br>Age=9.0<br>Sex=Sex_female<br>SHAP=0.286",
          "None=Harris, Mr. Henry Birkhardt<br>Age=nan<br>Sex=Sex_female<br>SHAP=3.755",
          "None=Skoog, Master. Harald<br>Age=19.0<br>Sex=Sex_female<br>SHAP=-0.452",
          "None=Kink, Mr. Vincenz<br>Age=44.0<br>Sex=Sex_female<br>SHAP=5.828",
          "None=Hood, Mr. Ambrose Jr<br>Age=5.0<br>Sex=Sex_female<br>SHAP=0.194",
          "None=Ilett, Miss. Bertha<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.170",
          "None=Ford, Mr. William Neal<br>Age=nan<br>Sex=Sex_female<br>SHAP=-4.277",
          "None=Christmann, Mr. Emil<br>Age=50.0<br>Sex=Sex_female<br>SHAP=3.662",
          "None=Andreasson, Mr. Paul Edvin<br>Age=nan<br>Sex=Sex_female<br>SHAP=-0.108",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=63.0<br>Sex=Sex_female<br>SHAP=-1.548",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=35.0<br>Sex=Sex_female<br>SHAP=1.210",
          "None=White, Mr. Richard Frasar<br>Age=22.0<br>Sex=Sex_female<br>SHAP=-0.568",
          "None=Rekic, Mr. Tido<br>Age=19.0<br>Sex=Sex_female<br>SHAP=-4.351",
          "None=Moran, Miss. Bertha<br>Age=nan<br>Sex=Sex_female<br>SHAP=-0.920",
          "None=Barton, Mr. David John<br>Age=41.0<br>Sex=Sex_female<br>SHAP=4.131",
          "None=Jussila, Miss. Katriina<br>Age=nan<br>Sex=Sex_female<br>SHAP=-4.179",
          "None=Pekoniemi, Mr. Edvard<br>Age=24.0<br>Sex=Sex_female<br>SHAP=-0.267",
          "None=Turpin, Mr. William John Robert<br>Age=33.0<br>Sex=Sex_female<br>SHAP=3.678",
          "None=Moore, Mr. Leonard Charles<br>Age=19.0<br>Sex=Sex_female<br>SHAP=-0.358",
          "None=Osen, Mr. Olaf Elon<br>Age=45.0<br>Sex=Sex_female<br>SHAP=0.331",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=33.0<br>Sex=Sex_female<br>SHAP=0.430",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=nan<br>Sex=Sex_female<br>SHAP=-0.003",
          "None=Bateman, Rev. Robert James<br>Age=37.0<br>Sex=Sex_female<br>SHAP=1.184",
          "None=Meo, Mr. Alfonzo<br>Age=36.0<br>Sex=Sex_female<br>SHAP=1.419",
          "None=Cribb, Mr. John Hatfield<br>Age=30.0<br>Sex=Sex_female<br>SHAP=-0.285",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=7.0<br>Sex=Sex_female<br>SHAP=0.476",
          "None=Van der hoef, Mr. Wyckoff<br>Age=22.0<br>Sex=Sex_female<br>SHAP=-0.414",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=39.0<br>Sex=Sex_female<br>SHAP=0.603",
          "None=Klasen, Mr. Klas Albin<br>Age=53.0<br>Sex=Sex_female<br>SHAP=-7.076",
          "None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>Sex=Sex_female<br>SHAP=0.079",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=22.0<br>Sex=Sex_female<br>SHAP=-0.617",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=40.0<br>Sex=Sex_female<br>SHAP=0.712",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=26.0<br>Sex=Sex_female<br>SHAP=-0.443",
          "None=Backstrom, Mr. Karl Alfred<br>Age=23.0<br>Sex=Sex_female<br>SHAP=-0.408",
          "None=Blank, Mr. Henry<br>Age=18.0<br>Sex=Sex_female<br>SHAP=-0.259",
          "None=Ali, Mr. Ahmed<br>Age=40.0<br>Sex=Sex_female<br>SHAP=0.164",
          "None=Green, Mr. George Henry<br>Age=18.0<br>Sex=Sex_female<br>SHAP=-0.308",
          "None=Nenkoff, Mr. Christo<br>Age=18.0<br>Sex=Sex_female<br>SHAP=-2.559",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=27.0<br>Sex=Sex_female<br>SHAP=-0.273",
          "None=Harknett, Miss. Alice Phoebe<br>Age=29.0<br>Sex=Sex_female<br>SHAP=-1.294",
          "None=Hunt, Mr. George Henry<br>Age=33.0<br>Sex=Sex_female<br>SHAP=1.497",
          "None=Reed, Mr. James George<br>Age=51.0<br>Sex=Sex_female<br>SHAP=-1.553",
          "None=Stead, Mr. William Thomas<br>Age=43.0<br>Sex=Sex_female<br>SHAP=-1.454",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=13.0<br>Sex=Sex_female<br>SHAP=-0.333",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=17.0<br>Sex=Sex_female<br>SHAP=-1.061",
          "None=Smith, Mr. Thomas<br>Age=18.0<br>Sex=Sex_female<br>SHAP=-0.308",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=49.0<br>Sex=Sex_female<br>SHAP=-1.754",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=31.0<br>Sex=Sex_female<br>SHAP=-0.216",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=9.0<br>Sex=Sex_female<br>SHAP=-0.080",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=18.0<br>Sex=Sex_female<br>SHAP=-0.250"
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          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=2.0<br>Sex=Sex_male<br>SHAP=0.491",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=20.0<br>Sex=Sex_male<br>SHAP=-0.011",
          "None=Palsson, Master. Gosta Leonard<br>Age=28.0<br>Sex=Sex_male<br>SHAP=-2.582",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.121",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=45.0<br>Sex=Sex_male<br>SHAP=-1.571",
          "None=Saundercock, Mr. William Henry<br>Age=4.0<br>Sex=Sex_male<br>SHAP=0.357",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=26.0<br>Sex=Sex_male<br>SHAP=-0.062",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=0.018",
          "None=Glynn, Miss. Mary Agatha<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.135",
          "None=Meyer, Mr. Edgar Joseph<br>Age=29.0<br>Sex=Sex_male<br>SHAP=-0.252",
          "None=Kraeff, Mr. Theodor<br>Age=20.0<br>Sex=Sex_male<br>SHAP=-0.011",
          "None=Devaney, Miss. Margaret Delia<br>Age=46.0<br>Sex=Sex_male<br>SHAP=-0.616",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Rugg, Miss. Emily<br>Age=21.0<br>Sex=Sex_male<br>SHAP=2.686",
          "None=Harris, Mr. Henry Birkhardt<br>Age=38.0<br>Sex=Sex_male<br>SHAP=0.540",
          "None=Skoog, Master. Harald<br>Age=22.0<br>Sex=Sex_male<br>SHAP=-0.023",
          "None=Kink, Mr. Vincenz<br>Age=21.0<br>Sex=Sex_male<br>SHAP=-0.026",
          "None=Hood, Mr. Ambrose Jr<br>Age=29.0<br>Sex=Sex_male<br>SHAP=-0.271",
          "None=Ilett, Miss. Bertha<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Ford, Mr. William Neal<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.131",
          "None=Christmann, Mr. Emil<br>Age=36.5<br>Sex=Sex_male<br>SHAP=1.011",
          "None=Andreasson, Mr. Paul Edvin<br>Age=51.0<br>Sex=Sex_male<br>SHAP=0.320",
          "None=Chaffee, Mr. Herbert Fuller<br>Age=55.5<br>Sex=Sex_male<br>SHAP=0.012",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>Age=44.0<br>Sex=Sex_male<br>SHAP=0.058",
          "None=White, Mr. Richard Frasar<br>Age=61.0<br>Sex=Sex_male<br>SHAP=-2.261",
          "None=Rekic, Mr. Tido<br>Age=21.0<br>Sex=Sex_male<br>SHAP=-0.026",
          "None=Moran, Miss. Bertha<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.107",
          "None=Barton, Mr. David John<br>Age=nan<br>Sex=Sex_male<br>SHAP=1.759",
          "None=Jussila, Miss. Katriina<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.069",
          "None=Pekoniemi, Mr. Edvard<br>Age=32.0<br>Sex=Sex_male<br>SHAP=-0.179",
          "None=Turpin, Mr. William John Robert<br>Age=40.0<br>Sex=Sex_male<br>SHAP=3.683",
          "None=Moore, Mr. Leonard Charles<br>Age=24.0<br>Sex=Sex_male<br>SHAP=-0.024",
          "None=Osen, Mr. Olaf Elon<br>Age=51.0<br>Sex=Sex_male<br>SHAP=0.236",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Age=33.0<br>Sex=Sex_male<br>SHAP=0.481",
          "None=Bateman, Rev. Robert James<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Meo, Mr. Alfonzo<br>Age=62.0<br>Sex=Sex_male<br>SHAP=-2.660",
          "None=Cribb, Mr. John Hatfield<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.215",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>Age=3.0<br>Sex=Sex_male<br>SHAP=0.229",
          "None=Van der hoef, Mr. Wyckoff<br>Age=nan<br>Sex=Sex_male<br>SHAP=1.759",
          "None=Sivola, Mr. Antti Wilhelm<br>Age=36.0<br>Sex=Sex_male<br>SHAP=2.132",
          "None=Klasen, Mr. Klas Albin<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.136",
          "None=Rood, Mr. Hugh Roscoe<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>Age=nan<br>Sex=Sex_male<br>SHAP=1.872",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>Age=61.0<br>Sex=Sex_male<br>SHAP=0.026",
          "None=Vande Walle, Mr. Nestor Cyriel<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Backstrom, Mr. Karl Alfred<br>Age=42.0<br>Sex=Sex_male<br>SHAP=0.076",
          "None=Blank, Mr. Henry<br>Age=29.0<br>Sex=Sex_male<br>SHAP=-0.477",
          "None=Ali, Mr. Ahmed<br>Age=19.0<br>Sex=Sex_male<br>SHAP=-0.011",
          "None=Green, Mr. George Henry<br>Age=27.0<br>Sex=Sex_male<br>SHAP=2.836",
          "None=Nenkoff, Mr. Christo<br>Age=19.0<br>Sex=Sex_male<br>SHAP=-0.011",
          "None=Asplund, Miss. Lillian Gertrud<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Harknett, Miss. Alice Phoebe<br>Age=1.0<br>Sex=Sex_male<br>SHAP=-1.452",
          "None=Hunt, Mr. George Henry<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.215",
          "None=Reed, Mr. James George<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.147",
          "None=Stead, Mr. William Thomas<br>Age=39.0<br>Sex=Sex_male<br>SHAP=0.830",
          "None=Thorne, Mrs. Gertrude Maybelle<br>Age=30.0<br>Sex=Sex_male<br>SHAP=-0.116",
          "None=Parrish, Mrs. (Lutie Davis)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=-0.107",
          "None=Smith, Mr. Thomas<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.254",
          "None=Asplund, Master. Edvin Rojj Felix<br>Age=52.0<br>Sex=Sex_male<br>SHAP=-2.205",
          "None=Healy, Miss. Hanora \"Nora\"<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-0.813",
          "None=Andrews, Miss. Kornelia Theodosia<br>Age=48.0<br>Sex=Sex_male<br>SHAP=0.396",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>Age=22.0<br>Sex=Sex_male<br>SHAP=-0.023",
          "None=Smith, Mr. Richard William<br>Age=nan<br>Sex=Sex_male<br>SHAP=-0.193",
          "None=Connolly, Miss. Kate<br>Age=25.0<br>Sex=Sex_male<br>SHAP=-2.557",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>Age=21.0<br>Sex=Sex_male<br>SHAP=-0.026",
          "None=Levy, Mr. Rene Jacques<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Lewy, Mr. Ervin G<br>Age=24.0<br>Sex=Sex_male<br>SHAP=-0.024",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.933",
          "None=Sage, Mr. George John Jr<br>Age=nan<br>Sex=Sex_male<br>SHAP=1.073",
          "None=Nysveen, Mr. Johan Hansen<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.121",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Age=45.0<br>Sex=Sex_male<br>SHAP=-0.120",
          "None=Denkoff, Mr. Mitto<br>Age=32.0<br>Sex=Sex_male<br>SHAP=0.055",
          "None=Burns, Miss. Elizabeth Margaret<br>Age=33.0<br>Sex=Sex_male<br>SHAP=0.282",
          "None=Dimic, Mr. Jovan<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.215",
          "None=del Carlo, Mr. Sebastiano<br>Age=62.0<br>Sex=Sex_male<br>SHAP=0.498",
          "None=Beavan, Mr. William Thomas<br>Age=19.0<br>Sex=Sex_male<br>SHAP=-0.011",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Age=36.0<br>Sex=Sex_male<br>SHAP=13.178",
          "None=Widener, Mr. Harry Elkins<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Gustafsson, Mr. Karl Gideon<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.121",
          "None=Plotcharsky, Mr. Vasil<br>Age=49.0<br>Sex=Sex_male<br>SHAP=-0.670",
          "None=Goodwin, Master. Sidney Leonard<br>Age=35.0<br>Sex=Sex_male<br>SHAP=22.702",
          "None=Sadlier, Mr. Matthew<br>Age=36.0<br>Sex=Sex_male<br>SHAP=0.910",
          "None=Gustafsson, Mr. Johan Birger<br>Age=27.0<br>Sex=Sex_male<br>SHAP=-0.792",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Niskanen, Mr. Juha<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.215",
          "None=Minahan, Miss. Daisy E<br>Age=27.0<br>Sex=Sex_male<br>SHAP=-0.505",
          "None=Matthews, Mr. William John<br>Age=26.0<br>Sex=Sex_male<br>SHAP=-0.188",
          "None=Charters, Mr. David<br>Age=51.0<br>Sex=Sex_male<br>SHAP=0.236",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Age=32.0<br>Sex=Sex_male<br>SHAP=3.866",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.041",
          "None=Peuchen, Major. Arthur Godfrey<br>Age=47.0<br>Sex=Sex_male<br>SHAP=-1.201",
          "None=Anderson, Mr. Harry<br>Age=36.0<br>Sex=Sex_male<br>SHAP=1.077",
          "None=Milling, Mr. Jacob Christian<br>Age=31.0<br>Sex=Sex_male<br>SHAP=0.473",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Age=27.0<br>Sex=Sex_male<br>SHAP=-3.491",
          "None=Karlsson, Mr. Nils August<br>Age=14.0<br>Sex=Sex_male<br>SHAP=-1.434",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>Age=14.0<br>Sex=Sex_male<br>SHAP=0.340",
          "None=Bishop, Mr. Dickinson H<br>Age=18.0<br>Sex=Sex_male<br>SHAP=0.088",
          "None=Windelov, Mr. Einar<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.052",
          "None=Shellard, Mr. Frederick William<br>Age=26.0<br>Sex=Sex_male<br>SHAP=-0.314",
          "None=Svensson, Mr. Olof<br>Age=42.0<br>Sex=Sex_male<br>SHAP=-0.149",
          "None=O'Sullivan, Miss. Bridget Mary<br>Age=nan<br>Sex=Sex_male<br>SHAP=3.608",
          "None=Laitinen, Miss. Kristina Sofia<br>Age=48.0<br>Sex=Sex_male<br>SHAP=-1.314",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>Age=29.0<br>Sex=Sex_male<br>SHAP=-0.252",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>Age=52.0<br>Sex=Sex_male<br>SHAP=0.200",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.215",
          "None=Kassem, Mr. Fared<br>Age=33.0<br>Sex=Sex_male<br>SHAP=0.492",
          "None=Cacic, Miss. Marija<br>Age=34.0<br>Sex=Sex_male<br>SHAP=1.392",
          "None=Hart, Miss. Eva Miriam<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.041",
          "None=Butt, Major. Archibald Willingham<br>Age=23.0<br>Sex=Sex_male<br>SHAP=0.041",
          "None=Beane, Mr. Edward<br>Age=28.5<br>Sex=Sex_male<br>SHAP=0.069",
          "None=Goldsmith, Mr. Frank John<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.343",
          "None=Ohman, Miss. Velin<br>Age=24.0<br>Sex=Sex_male<br>SHAP=-0.114",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Age=31.0<br>Sex=Sex_male<br>SHAP=-0.223",
          "None=Morrow, Mr. Thomas Rowan<br>Age=28.0<br>Sex=Sex_male<br>SHAP=0.069",
          "None=Harris, Mr. George<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.131",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.241",
          "None=Patchett, Mr. George<br>Age=24.0<br>Sex=Sex_male<br>SHAP=-0.024",
          "None=Ross, Mr. John Hugo<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.307",
          "None=Murdlin, Mr. Joseph<br>Age=25.0<br>Sex=Sex_male<br>SHAP=-0.145",
          "None=Bourke, Miss. Mary<br>Age=46.0<br>Sex=Sex_male<br>SHAP=4.066",
          "None=Boulos, Mr. Hanna<br>Age=11.0<br>Sex=Sex_male<br>SHAP=7.176",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Age=0.42<br>Sex=Sex_male<br>SHAP=0.047",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>Age=31.0<br>Sex=Sex_male<br>SHAP=-0.157",
          "None=Lindell, Mr. Edvard Bengtsson<br>Age=35.0<br>Sex=Sex_male<br>SHAP=1.354",
          "None=Daniel, Mr. Robert Williams<br>Age=30.5<br>Sex=Sex_male<br>SHAP=-0.146",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.084",
          "None=Shutes, Miss. Elizabeth W<br>Age=0.83<br>Sex=Sex_male<br>SHAP=0.241",
          "None=Jardin, Mr. Jose Neto<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.887",
          "None=Horgan, Mr. John<br>Age=34.5<br>Sex=Sex_male<br>SHAP=2.974",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=nan<br>Sex=Sex_male<br>SHAP=1.872",
          "None=Yasbeck, Mr. Antoni<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.121",
          "None=Bostandyeff, Mr. Guentcho<br>Age=4.0<br>Sex=Sex_male<br>SHAP=0.310",
          "None=Lundahl, Mr. Johan Svensson<br>Age=33.0<br>Sex=Sex_male<br>SHAP=1.967",
          "None=Stahelin-Maeglin, Dr. Max<br>Age=20.0<br>Sex=Sex_male<br>SHAP=-0.011",
          "None=Willey, Mr. Edward<br>Age=27.0<br>Sex=Sex_male<br>SHAP=-0.177"
         ],
         "type": "scattergl",
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        }
       ],
       "layout": {
        "hovermode": "closest",
        "paper_bgcolor": "#fff",
        "plot_bgcolor": "#fff",
        "showlegend": true,
        "template": {
         "data": {
          "scatter": [
           {
            "type": "scatter"
           }
          ]
         }
        },
        "title": {
         "text": "Dependence plot for Age"
        },
        "xaxis": {
         "title": {
          "text": "Age"
         }
        },
        "yaxis": {
         "title": {
          "text": "SHAP value ($)"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"b7a64274-0772-458a-98fa-f0dd2b3fd4b0\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"b7a64274-0772-458a-98fa-f0dd2b3fd4b0\")) {                    Plotly.newPlot(                        \"b7a64274-0772-458a-98fa-f0dd2b3fd4b0\",                        [{\"hoverinfo\": \"text\", \"marker\": {\"opacity\": 0.6, \"showscale\": false, \"size\": 7}, \"mode\": \"markers\", \"name\": \"Sex_female\", \"opacity\": 0.8, \"showlegend\": true, \"text\": [\"None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Age=38.0<br>Sex=Sex_female<br>SHAP=7.294\", \"None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Age=35.0<br>Sex=Sex_female<br>SHAP=5.299\", \"None=Palsson, Master. Gosta Leonard<br>Age=27.0<br>Sex=Sex_female<br>SHAP=-0.329\", \"None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=-0.299\", \"None=Nasser, Mrs. Nicholas (Adele Achem)<br>Age=14.0<br>Sex=Sex_female<br>SHAP=0.184\", \"None=Saundercock, Mr. William Henry<br>Age=38.0<br>Sex=Sex_female<br>SHAP=0.435\", \"None=Vestrom, Miss. Hulda Amanda Adolfina<br>Age=nan<br>Sex=Sex_female<br>SHAP=-0.108\", \"None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Age=19.0<br>Sex=Sex_female<br>SHAP=-0.555\", \"None=Glynn, Miss. Mary Agatha<br>Age=18.0<br>Sex=Sex_female<br>SHAP=-0.280\", \"None=Meyer, Mr. Edgar Joseph<br>Age=21.0<br>Sex=Sex_female<br>SHAP=-0.366\", \"None=Kraeff, Mr. Theodor<br>Age=17.0<br>Sex=Sex_female<br>SHAP=0.464\", \"None=Devaney, Miss. Margaret Delia<br>Age=nan<br>Sex=Sex_female<br>SHAP=-0.107\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Age=20.0<br>Sex=Sex_female<br>SHAP=-0.337\", \"None=Rugg, Miss. 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Elizabeth W<br>Age=0.83<br>Sex=Sex_male<br>SHAP=0.241\", \"None=Jardin, Mr. Jose Neto<br>Age=16.0<br>Sex=Sex_male<br>SHAP=0.887\", \"None=Horgan, Mr. John<br>Age=34.5<br>Sex=Sex_male<br>SHAP=2.974\", \"None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Age=nan<br>Sex=Sex_male<br>SHAP=1.872\", \"None=Yasbeck, Mr. Antoni<br>Age=nan<br>Sex=Sex_male<br>SHAP=0.121\", \"None=Bostandyeff, Mr. Guentcho<br>Age=4.0<br>Sex=Sex_male<br>SHAP=0.310\", \"None=Lundahl, Mr. Johan Svensson<br>Age=33.0<br>Sex=Sex_male<br>SHAP=1.967\", \"None=Stahelin-Maeglin, Dr. Max<br>Age=20.0<br>Sex=Sex_male<br>SHAP=-0.011\", \"None=Willey, Mr. Edward<br>Age=27.0<br>Sex=Sex_male<br>SHAP=-0.177\"], \"type\": \"scattergl\", \"x\": [2.0, 20.0, 28.0, null, 45.0, 4.0, 26.0, 21.0, 16.0, 29.0, 20.0, 46.0, null, 21.0, 38.0, 22.0, 21.0, 29.0, null, 16.0, 36.5, 51.0, 55.5, 44.0, 61.0, 21.0, 18.0, null, 28.0, 32.0, 40.0, 24.0, 51.0, null, 33.0, null, 62.0, null, 3.0, null, 36.0, null, null, null, 61.0, null, 42.0, 29.0, 19.0, 27.0, 19.0, null, 1.0, null, 28.0, 39.0, 30.0, 21.0, null, 52.0, 48.0, 48.0, 22.0, null, 25.0, 21.0, null, 24.0, 18.0, null, null, 45.0, 32.0, 33.0, null, 62.0, 19.0, 36.0, null, null, 49.0, 35.0, 36.0, 27.0, null, null, 27.0, 26.0, 51.0, 32.0, null, 23.0, 47.0, 36.0, 31.0, 27.0, 14.0, 14.0, 18.0, 42.0, 26.0, 42.0, null, 48.0, 29.0, 52.0, null, 33.0, 34.0, 23.0, 23.0, 28.5, null, 24.0, 31.0, 28.0, 16.0, null, 24.0, null, 25.0, 46.0, 11.0, 0.42, 31.0, 35.0, 30.5, null, 0.83, 16.0, 34.5, null, null, 4.0, 33.0, 20.0, 27.0], \"y\": [0.49146947999602514, -0.010847887635784417, -2.5817112224149867, 0.1209166256908297, -1.5707824363601188, 0.357457939438461, -0.06212847760804008, 0.017871878382685724, 0.13487100226011825, -0.25244405402655706, -0.010847887635784417, -0.6160672037217677, 0.3432846212117614, 2.6857691969929274, 0.5396406170836882, -0.02260474993744398, -0.025524497565680076, -0.27138160761253194, 0.3432846212117614, 0.13053604025766255, 1.0108338637996555, 0.3202254835988891, 0.011862263039156792, 0.05784977134794637, -2.2607947885004025, -0.025524497565680076, 0.10728326041188828, 1.7588309377839306, 0.06877764227324058, -0.17873918163407615, 3.6834360545865863, -0.024116470864005705, 0.23582397512366554, 0.3432846212117614, 0.48117457920525925, 0.3432846212117614, -2.6596933976116905, 0.2154455940418241, 0.22941241203144466, 1.7588309377839306, 2.132082138270907, 0.1361033457152938, 0.3432846212117614, 1.8718706014557478, 0.026253128243196804, 0.3432846212117614, 0.07558907452507205, -0.4768170380943938, -0.010847887635784417, 2.835964436613428, -0.010847887635784417, 0.3432846212117614, -1.4518603486733395, 0.2154455940418241, 0.14695328157244458, 0.8297733278340897, -0.11639593091124148, -0.10706952693955157, 0.2540337107544315, -2.2046265475537443, -0.8129297764047908, 0.39605843609818586, -0.02260474993744398, -0.19312194671376368, -2.5570924386032887, -0.025524497565680076, 0.3432846212117614, -0.024116470864005705, 0.9326354999214804, 1.0727215261997967, 0.1209166256908297, -0.1199047615383532, 0.05517944991031064, 0.2818636636428384, 0.2154455940418241, 0.49772586629912247, -0.010847887635784417, 13.178025453661913, 0.3432846212117614, 0.1209166256908297, -0.6703751824071789, 22.702355620310833, 0.9096828705310643, -0.7916787003766437, 0.3432846212117614, 0.2154455940418241, -0.5053248869219937, -0.18770031665854364, 0.23582397512366554, 3.865525785897028, 0.3432846212117614, 0.040838877444872204, -1.2010396695137937, 1.0773925019503388, 0.4734796895894062, -3.490951981848301, -1.4336322984098664, 0.340309019535249, 0.08804273794385263, -0.051755140207516946, -0.3144048763857761, -0.1491697040983184, 3.608429150095552, -1.3135953995112193, -0.25244405402655706, 0.20017824922060407, 0.2154455940418241, 0.4917054192613568, 1.39222519767839, 0.040838877444872204, 0.040838877444872204, 0.06877764227324058, 0.3432846212117614, -0.11369062995504578, -0.22263082789104732, 0.06877764227324058, 0.13053604025766255, 0.2410450566010706, -0.024116470864005705, 0.3066631261464099, -0.14508073399210775, 4.066088522820349, 7.175988073420611, 0.04674931565031752, -0.1568357728429055, 1.3540543523109436, -0.14563047773773347, 0.08360078993972513, 0.24115724658871793, 0.8874676309295747, 2.973642832438085, 1.8718706014557478, 0.1209166256908297, 0.3102624466755316, 1.9668027039473852, -0.010847887635784417, -0.1766273180314128]}],                        {\"hovermode\": \"closest\", \"paper_bgcolor\": \"#fff\", \"plot_bgcolor\": \"#fff\", \"showlegend\": true, \"template\": {\"data\": {\"scatter\": [{\"type\": \"scatter\"}]}}, \"title\": {\"text\": \"Dependence plot for Age\"}, \"xaxis\": {\"title\": {\"text\": \"Age\"}}, \"yaxis\": {\"title\": {\"text\": \"SHAP value ($)\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_dependence(\"Age\", color_col=\"Sex\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Highlight particular index"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:19.446564Z",
     "start_time": "2021-01-20T16:03:19.295035Z"
    }
   },
   "outputs": [
    {
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          "None: Carter, Master. William Thornton II<br>shap: 11.477<br>Sex: male",
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          "None: Allen, Miss. Elisabeth Walton<br>shap: 3.138<br>Sex: female",
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          "None: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>shap: 4.528<br>Sex: female",
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          "None: Shutes, Miss. Elizabeth W<br>shap: -0.281<br>Sex: female",
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          "None: Hogeboom, Mrs. John C (Anna Andrews)<br>shap: -7.829<br>Sex: female",
          "None: Leader, Dr. Alice (Farnham)<br>shap: -8.540<br>Sex: female"
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          "None: Johnson, Mr. Malkolm Joackim<br>shap: 0.041<br>Sex: male",
          "None: Gillespie, Mr. William Henry<br>shap: 0.033<br>Sex: male",
          "None: Berriman, Mr. William John<br>shap: -0.081<br>Sex: male",
          "None: Troupiansky, Mr. Moses Aaron<br>shap: -0.081<br>Sex: male",
          "None: Williams, Mr. Leslie<br>shap: -0.060<br>Sex: male",
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          "None: Carlsson, Mr. August Sigfrid<br>shap: -0.060<br>Sex: male",
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          "None: Moran, Mr. Daniel J<br>shap: -0.118<br>Sex: male",
          "None: Lievens, Mr. Rene Aime<br>shap: -0.084<br>Sex: male",
          "None: Johnston, Mr. Andrew G<br>shap: -0.473<br>Sex: male",
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          "None: Thomas, Master. Assad Alexander<br>shap: -0.354<br>Sex: male",
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          "None: Slemen, Mr. Richard James<br>shap: 0.031<br>Sex: male",
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       "                            \n",
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      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_dependence(\"Deck\", color_col=\"Sex\", highlight_index=5)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Shap interactions plots"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:24.992525Z",
     "start_time": "2021-01-20T16:03:24.953769Z"
    }
   },
   "outputs": [
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          "None: Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>shap: 4.595<br>PassengerClass: 1",
          "None: Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>shap: 4.909<br>PassengerClass: 1",
          "None: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>shap: -1.085<br>PassengerClass: 3",
          "None: Nasser, Mrs. Nicholas (Adele Achem)<br>shap: -1.746<br>PassengerClass: 2",
          "None: Vestrom, Miss. Hulda Amanda Adolfina<br>shap: -2.492<br>PassengerClass: 3",
          "None: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>shap: -0.705<br>PassengerClass: 3",
          "None: Glynn, Miss. Mary Agatha<br>shap: -2.072<br>PassengerClass: 3",
          "None: Devaney, Miss. Margaret Delia<br>shap: -2.018<br>PassengerClass: 3",
          "None: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>shap: -1.813<br>PassengerClass: 3",
          "None: Rugg, Miss. Emily<br>shap: -2.487<br>PassengerClass: 2",
          "None: Ilett, Miss. Bertha<br>shap: -2.484<br>PassengerClass: 2",
          "None: Moran, Miss. Bertha<br>shap: -1.543<br>PassengerClass: 3",
          "None: Jussila, Miss. Katriina<br>shap: -1.812<br>PassengerClass: 3",
          "None: Ford, Miss. Robina Maggie \"Ruby\"<br>shap: -0.640<br>PassengerClass: 3",
          "None: Chibnall, Mrs. (Edith Martha Bowerman)<br>shap: 2.839<br>PassengerClass: 1",
          "None: Andersen-Jensen, Miss. Carla Christine Nielsine<br>shap: -1.789<br>PassengerClass: 3",
          "None: Brown, Mrs. James Joseph (Margaret Tobin)<br>shap: 0.954<br>PassengerClass: 1",
          "None: Asplund, Miss. Lillian Gertrud<br>shap: -0.717<br>PassengerClass: 3",
          "None: Harknett, Miss. Alice Phoebe<br>shap: -2.526<br>PassengerClass: 3",
          "None: Thorne, Mrs. Gertrude Maybelle<br>shap: 7.058<br>PassengerClass: 1",
          "None: Parrish, Mrs. (Lutie Davis)<br>shap: -1.636<br>PassengerClass: 2",
          "None: Healy, Miss. Hanora \"Nora\"<br>shap: -2.072<br>PassengerClass: 3",
          "None: Andrews, Miss. Kornelia Theodosia<br>shap: 3.702<br>PassengerClass: 1",
          "None: Abbott, Mrs. Stanton (Rosa Hunt)<br>shap: -1.023<br>PassengerClass: 3",
          "None: Connolly, Miss. Kate<br>shap: -2.036<br>PassengerClass: 3",
          "None: Bishop, Mrs. Dickinson H (Helen Walton)<br>shap: 0.054<br>PassengerClass: 1",
          "None: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>shap: 5.979<br>PassengerClass: 1",
          "None: Burns, Miss. Elizabeth Margaret<br>shap: 4.964<br>PassengerClass: 1",
          "None: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>shap: 5.488<br>PassengerClass: 1",
          "None: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>shap: -0.604<br>PassengerClass: 3",
          "None: Minahan, Miss. Daisy E<br>shap: 4.450<br>PassengerClass: 1",
          "None: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>shap: -2.484<br>PassengerClass: 2",
          "None: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>shap: -1.245<br>PassengerClass: 2",
          "None: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>shap: -0.929<br>PassengerClass: 2",
          "None: O'Sullivan, Miss. Bridget Mary<br>shap: -2.060<br>PassengerClass: 3",
          "None: Laitinen, Miss. Kristina Sofia<br>shap: -2.962<br>PassengerClass: 3",
          "None: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>shap: -2.327<br>PassengerClass: 2",
          "None: Cacic, Miss. Marija<br>shap: -2.552<br>PassengerClass: 3",
          "None: Hart, Miss. Eva Miriam<br>shap: -1.192<br>PassengerClass: 2",
          "None: Ohman, Miss. Velin<br>shap: -2.450<br>PassengerClass: 3",
          "None: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>shap: 2.756<br>PassengerClass: 1",
          "None: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>shap: 2.802<br>PassengerClass: 1",
          "None: Bourke, Miss. Mary<br>shap: -0.946<br>PassengerClass: 3",
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          "None: Bishop, Mr. Dickinson H<br>shap: 2.741<br>PassengerClass: 1",
          "None: Windelov, Mr. Einar<br>shap: 1.306<br>PassengerClass: 3",
          "None: Shellard, Mr. Frederick William<br>shap: 1.357<br>PassengerClass: 3",
          "None: Svensson, Mr. Olof<br>shap: 1.269<br>PassengerClass: 3",
          "None: Penasco y Castellana, Mr. Victor de Satode<br>shap: -2.184<br>PassengerClass: 1",
          "None: Bradley, Mr. George (\"George Arthur Brayton\")<br>shap: -4.290<br>PassengerClass: 1",
          "None: Kassem, Mr. Fared<br>shap: 1.352<br>PassengerClass: 3",
          "None: Butt, Major. Archibald Willingham<br>shap: -2.145<br>PassengerClass: 1",
          "None: Beane, Mr. Edward<br>shap: 1.062<br>PassengerClass: 2",
          "None: Goldsmith, Mr. Frank John<br>shap: 0.414<br>PassengerClass: 3",
          "None: Morrow, Mr. Thomas Rowan<br>shap: 1.226<br>PassengerClass: 3",
          "None: Harris, Mr. George<br>shap: 1.626<br>PassengerClass: 2",
          "None: Patchett, Mr. George<br>shap: 1.302<br>PassengerClass: 3",
          "None: Ross, Mr. John Hugo<br>shap: -3.390<br>PassengerClass: 1",
          "None: Murdlin, Mr. Joseph<br>shap: 1.357<br>PassengerClass: 3",
          "None: Boulos, Mr. Hanna<br>shap: 1.352<br>PassengerClass: 3",
          "None: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>shap: -2.590<br>PassengerClass: 1",
          "None: Homer, Mr. Harry (\"Mr E Haven\")<br>shap: -5.320<br>PassengerClass: 1",
          "None: Lindell, Mr. Edvard Bengtsson<br>shap: 1.278<br>PassengerClass: 3",
          "None: Daniel, Mr. Robert Williams<br>shap: -4.340<br>PassengerClass: 1",
          "None: Jardin, Mr. Jose Neto<br>shap: 1.357<br>PassengerClass: 3",
          "None: Horgan, Mr. John<br>shap: 1.226<br>PassengerClass: 3",
          "None: Yasbeck, Mr. Antoni<br>shap: 1.072<br>PassengerClass: 3",
          "None: Bostandyeff, Mr. Guentcho<br>shap: 1.380<br>PassengerClass: 3",
          "None: Lundahl, Mr. Johan Svensson<br>shap: 1.608<br>PassengerClass: 3",
          "None: Stahelin-Maeglin, Dr. Max<br>shap: 2.856<br>PassengerClass: 1",
          "None: Willey, Mr. Edward<br>shap: 1.357<br>PassengerClass: 3",
          "None: Eitemiller, Mr. George Floyd<br>shap: 1.356<br>PassengerClass: 2",
          "None: Colley, Mr. Edward Pomeroy<br>shap: -3.300<br>PassengerClass: 1",
          "None: Coleff, Mr. Peju<br>shap: 1.656<br>PassengerClass: 3",
          "None: Davidson, Mr. Thornton<br>shap: -1.729<br>PassengerClass: 1",
          "None: Hassab, Mr. Hammad<br>shap: -2.641<br>PassengerClass: 1",
          "None: Goodwin, Mr. Charles Edward<br>shap: 0.290<br>PassengerClass: 3",
          "None: Panula, Mr. Jaako Arnold<br>shap: 0.340<br>PassengerClass: 3",
          "None: Fischer, Mr. Eberhard Thelander<br>shap: 1.303<br>PassengerClass: 3",
          "None: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>shap: 1.069<br>PassengerClass: 3",
          "None: Hansen, Mr. Henrik Juul<br>shap: 1.006<br>PassengerClass: 3",
          "None: Calderhead, Mr. Edward Pennington<br>shap: -3.302<br>PassengerClass: 1",
          "None: Klaber, Mr. Herman<br>shap: -3.195<br>PassengerClass: 1",
          "None: Taylor, Mr. Elmer Zebley<br>shap: -2.353<br>PassengerClass: 1",
          "None: Larsson, Mr. August Viktor<br>shap: 1.380<br>PassengerClass: 3",
          "None: Greenberg, Mr. Samuel<br>shap: 1.658<br>PassengerClass: 2",
          "None: McEvoy, Mr. Michael<br>shap: 1.226<br>PassengerClass: 3",
          "None: Johnson, Mr. Malkolm Joackim<br>shap: 1.608<br>PassengerClass: 3",
          "None: Gillespie, Mr. William Henry<br>shap: 1.683<br>PassengerClass: 2",
          "None: Berriman, Mr. William John<br>shap: 1.356<br>PassengerClass: 2",
          "None: Troupiansky, Mr. Moses Aaron<br>shap: 1.356<br>PassengerClass: 2",
          "None: Williams, Mr. Leslie<br>shap: 1.380<br>PassengerClass: 3",
          "None: Ivanoff, Mr. Kanio<br>shap: 1.357<br>PassengerClass: 3",
          "None: McNamee, Mr. Neal<br>shap: 0.901<br>PassengerClass: 3",
          "None: Connaghton, Mr. Michael<br>shap: 1.278<br>PassengerClass: 3",
          "None: Carlsson, Mr. August Sigfrid<br>shap: 1.380<br>PassengerClass: 3",
          "None: Eklund, Mr. Hans Linus<br>shap: 1.327<br>PassengerClass: 3",
          "None: Moran, Mr. Daniel J<br>shap: 0.906<br>PassengerClass: 3",
          "None: Lievens, Mr. Rene Aime<br>shap: 1.269<br>PassengerClass: 3",
          "None: Johnston, Mr. Andrew G<br>shap: 0.191<br>PassengerClass: 3",
          "None: Ali, Mr. William<br>shap: 1.343<br>PassengerClass: 3",
          "None: Guggenheim, Mr. Benjamin<br>shap: 0.531<br>PassengerClass: 1",
          "None: Carter, Master. William Thornton II<br>shap: 2.171<br>PassengerClass: 1",
          "None: Thomas, Master. Assad Alexander<br>shap: 0.623<br>PassengerClass: 3",
          "None: Johansson, Mr. Karl Johan<br>shap: 1.392<br>PassengerClass: 3",
          "None: Slemen, Mr. Richard James<br>shap: 1.689<br>PassengerClass: 2",
          "None: Tomlin, Mr. Ernest Portage<br>shap: 1.385<br>PassengerClass: 3",
          "None: McCormack, Mr. Thomas Joseph<br>shap: 1.210<br>PassengerClass: 3",
          "None: Richards, Master. George Sibley<br>shap: 0.448<br>PassengerClass: 2",
          "None: Mudd, Mr. Thomas Charles<br>shap: 1.377<br>PassengerClass: 2",
          "None: Lemberopolous, Mr. Peter L<br>shap: 1.693<br>PassengerClass: 3",
          "None: Sage, Mr. Douglas Bullen<br>shap: 0.331<br>PassengerClass: 3",
          "None: Razi, Mr. Raihed<br>shap: 1.352<br>PassengerClass: 3",
          "None: Johnson, Master. Harold Theodor<br>shap: 0.296<br>PassengerClass: 3",
          "None: Carlsson, Mr. Frans Olof<br>shap: -2.191<br>PassengerClass: 1",
          "None: Gustafsson, Mr. Alfred Ossian<br>shap: 1.302<br>PassengerClass: 3",
          "None: Montvila, Rev. Juozas<br>shap: 1.430<br>PassengerClass: 2"
         ],
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         "data": {
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        },
        "title": {
         "text": "Interaction plot for Sex and PassengerClass"
        },
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         "title": {
          "text": "SHAP value ($)"
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Edvin Rojj Felix<br>shap: 0.330<br>PassengerClass: 3\", \"None: Smith, Mr. Richard William<br>shap: -3.335<br>PassengerClass: 1\", \"None: Levy, Mr. Rene Jacques<br>shap: 0.990<br>PassengerClass: 2\", \"None: Lewy, Mr. Ervin G<br>shap: -4.329<br>PassengerClass: 1\", \"None: Williams, Mr. Howard Hugh \\\"Harry\\\"<br>shap: 1.357<br>PassengerClass: 3\", \"None: Sage, Mr. George John Jr<br>shap: 0.331<br>PassengerClass: 3\", \"None: Nysveen, Mr. Johan Hansen<br>shap: 1.627<br>PassengerClass: 3\", \"None: Denkoff, Mr. Mitto<br>shap: 1.357<br>PassengerClass: 3\", \"None: Dimic, Mr. Jovan<br>shap: 1.654<br>PassengerClass: 3\", \"None: del Carlo, Mr. Sebastiano<br>shap: 1.151<br>PassengerClass: 2\", \"None: Beavan, Mr. William Thomas<br>shap: 1.302<br>PassengerClass: 3\", \"None: Widener, Mr. Harry Elkins<br>shap: -0.688<br>PassengerClass: 1\", \"None: Gustafsson, Mr. Karl Gideon<br>shap: 1.302<br>PassengerClass: 3\", \"None: Plotcharsky, Mr. Vasil<br>shap: 1.357<br>PassengerClass: 3\", \"None: Goodwin, Master. Sidney Leonard<br>shap: 0.299<br>PassengerClass: 3\", \"None: Sadlier, Mr. Matthew<br>shap: 1.226<br>PassengerClass: 3\", \"None: Gustafsson, Mr. Johan Birger<br>shap: 0.741<br>PassengerClass: 3\", \"None: Niskanen, Mr. Juha<br>shap: 1.645<br>PassengerClass: 3\", \"None: Matthews, Mr. William John<br>shap: 1.435<br>PassengerClass: 2\", \"None: Charters, Mr. David<br>shap: 1.192<br>PassengerClass: 3\", \"None: Johannesen-Bratthammer, Mr. Bernt<br>shap: 1.317<br>PassengerClass: 3\", \"None: Peuchen, Major. Arthur Godfrey<br>shap: -3.152<br>PassengerClass: 1\", \"None: Anderson, Mr. Harry<br>shap: -3.177<br>PassengerClass: 1\", \"None: Milling, Mr. Jacob Christian<br>shap: 1.654<br>PassengerClass: 2\", \"None: Karlsson, Mr. Nils August<br>shap: 1.306<br>PassengerClass: 3\", \"None: Frost, Mr. Anthony Wood \\\"Archie\\\"<br>shap: 1.407<br>PassengerClass: 2\", \"None: Bishop, Mr. Dickinson H<br>shap: 2.741<br>PassengerClass: 1\", \"None: Windelov, Mr. Einar<br>shap: 1.306<br>PassengerClass: 3\", \"None: Shellard, Mr. Frederick William<br>shap: 1.357<br>PassengerClass: 3\", \"None: Svensson, Mr. Olof<br>shap: 1.269<br>PassengerClass: 3\", \"None: Penasco y Castellana, Mr. Victor de Satode<br>shap: -2.184<br>PassengerClass: 1\", \"None: Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>shap: -4.290<br>PassengerClass: 1\", \"None: Kassem, Mr. Fared<br>shap: 1.352<br>PassengerClass: 3\", \"None: Butt, Major. Archibald Willingham<br>shap: -2.145<br>PassengerClass: 1\", \"None: Beane, Mr. Edward<br>shap: 1.062<br>PassengerClass: 2\", \"None: Goldsmith, Mr. Frank John<br>shap: 0.414<br>PassengerClass: 3\", \"None: Morrow, Mr. Thomas Rowan<br>shap: 1.226<br>PassengerClass: 3\", \"None: Harris, Mr. George<br>shap: 1.626<br>PassengerClass: 2\", \"None: Patchett, Mr. George<br>shap: 1.302<br>PassengerClass: 3\", \"None: Ross, Mr. John Hugo<br>shap: -3.390<br>PassengerClass: 1\", \"None: Murdlin, Mr. Joseph<br>shap: 1.357<br>PassengerClass: 3\", \"None: Boulos, Mr. Hanna<br>shap: 1.352<br>PassengerClass: 3\", \"None: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>shap: -2.590<br>PassengerClass: 1\", \"None: Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>shap: -5.320<br>PassengerClass: 1\", \"None: Lindell, Mr. Edvard Bengtsson<br>shap: 1.278<br>PassengerClass: 3\", \"None: Daniel, Mr. Robert Williams<br>shap: -4.340<br>PassengerClass: 1\", \"None: Jardin, Mr. Jose Neto<br>shap: 1.357<br>PassengerClass: 3\", \"None: Horgan, Mr. John<br>shap: 1.226<br>PassengerClass: 3\", \"None: Yasbeck, Mr. Antoni<br>shap: 1.072<br>PassengerClass: 3\", \"None: Bostandyeff, Mr. Guentcho<br>shap: 1.380<br>PassengerClass: 3\", \"None: Lundahl, Mr. Johan Svensson<br>shap: 1.608<br>PassengerClass: 3\", \"None: Stahelin-Maeglin, Dr. Max<br>shap: 2.856<br>PassengerClass: 1\", \"None: Willey, Mr. Edward<br>shap: 1.357<br>PassengerClass: 3\", \"None: Eitemiller, Mr. George Floyd<br>shap: 1.356<br>PassengerClass: 2\", \"None: Colley, Mr. Edward Pomeroy<br>shap: -3.300<br>PassengerClass: 1\", \"None: Coleff, Mr. Peju<br>shap: 1.656<br>PassengerClass: 3\", \"None: Davidson, Mr. Thornton<br>shap: -1.729<br>PassengerClass: 1\", \"None: Hassab, Mr. Hammad<br>shap: -2.641<br>PassengerClass: 1\", \"None: Goodwin, Mr. Charles Edward<br>shap: 0.290<br>PassengerClass: 3\", \"None: Panula, Mr. Jaako Arnold<br>shap: 0.340<br>PassengerClass: 3\", \"None: Fischer, Mr. Eberhard Thelander<br>shap: 1.303<br>PassengerClass: 3\", \"None: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>shap: 1.069<br>PassengerClass: 3\", \"None: Hansen, Mr. Henrik Juul<br>shap: 1.006<br>PassengerClass: 3\", \"None: Calderhead, Mr. Edward Pennington<br>shap: -3.302<br>PassengerClass: 1\", \"None: Klaber, Mr. Herman<br>shap: -3.195<br>PassengerClass: 1\", \"None: Taylor, Mr. Elmer Zebley<br>shap: -2.353<br>PassengerClass: 1\", \"None: Larsson, Mr. August Viktor<br>shap: 1.380<br>PassengerClass: 3\", \"None: Greenberg, Mr. Samuel<br>shap: 1.658<br>PassengerClass: 2\", \"None: McEvoy, Mr. Michael<br>shap: 1.226<br>PassengerClass: 3\", \"None: Johnson, Mr. Malkolm Joackim<br>shap: 1.608<br>PassengerClass: 3\", \"None: Gillespie, Mr. William Henry<br>shap: 1.683<br>PassengerClass: 2\", \"None: Berriman, Mr. William John<br>shap: 1.356<br>PassengerClass: 2\", \"None: Troupiansky, Mr. Moses Aaron<br>shap: 1.356<br>PassengerClass: 2\", \"None: Williams, Mr. Leslie<br>shap: 1.380<br>PassengerClass: 3\", \"None: Ivanoff, Mr. Kanio<br>shap: 1.357<br>PassengerClass: 3\", \"None: McNamee, Mr. Neal<br>shap: 0.901<br>PassengerClass: 3\", \"None: Connaghton, Mr. Michael<br>shap: 1.278<br>PassengerClass: 3\", \"None: Carlsson, Mr. August Sigfrid<br>shap: 1.380<br>PassengerClass: 3\", \"None: Eklund, Mr. Hans Linus<br>shap: 1.327<br>PassengerClass: 3\", \"None: Moran, Mr. Daniel J<br>shap: 0.906<br>PassengerClass: 3\", \"None: Lievens, Mr. Rene Aime<br>shap: 1.269<br>PassengerClass: 3\", \"None: Johnston, Mr. Andrew G<br>shap: 0.191<br>PassengerClass: 3\", \"None: Ali, Mr. William<br>shap: 1.343<br>PassengerClass: 3\", \"None: Guggenheim, Mr. Benjamin<br>shap: 0.531<br>PassengerClass: 1\", \"None: Carter, Master. William Thornton II<br>shap: 2.171<br>PassengerClass: 1\", \"None: Thomas, Master. Assad Alexander<br>shap: 0.623<br>PassengerClass: 3\", \"None: Johansson, Mr. Karl Johan<br>shap: 1.392<br>PassengerClass: 3\", \"None: Slemen, Mr. Richard James<br>shap: 1.689<br>PassengerClass: 2\", \"None: Tomlin, Mr. Ernest Portage<br>shap: 1.385<br>PassengerClass: 3\", \"None: McCormack, Mr. Thomas Joseph<br>shap: 1.210<br>PassengerClass: 3\", \"None: Richards, Master. George Sibley<br>shap: 0.448<br>PassengerClass: 2\", \"None: Mudd, Mr. Thomas Charles<br>shap: 1.377<br>PassengerClass: 2\", \"None: Lemberopolous, Mr. Peter L<br>shap: 1.693<br>PassengerClass: 3\", \"None: Sage, Mr. Douglas Bullen<br>shap: 0.331<br>PassengerClass: 3\", \"None: Razi, Mr. Raihed<br>shap: 1.352<br>PassengerClass: 3\", \"None: Johnson, Master. 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\"y2\", \"domain\": [0.36874999999999997, 0.475], \"showgrid\": false, \"visible\": false, \"zeroline\": false}, \"xaxis3\": {\"anchor\": \"y3\", \"domain\": [0.525, 0.84375]}, \"xaxis4\": {\"anchor\": \"y4\", \"domain\": [0.8937499999999999, 0.9999999999999999], \"showgrid\": false, \"visible\": false, \"zeroline\": false}, \"yaxis\": {\"anchor\": \"x\", \"domain\": [0.0, 1.0], \"range\": [-6.5579996275159145, 8.296331885397326], \"title\": {\"text\": \"SHAP value ($)\"}}, \"yaxis2\": {\"anchor\": \"x2\", \"domain\": [0.0, 1.0], \"matches\": \"y\", \"range\": [-6.5579996275159145, 8.296331885397326], \"showgrid\": false, \"showticklabels\": false, \"zeroline\": false}, \"yaxis3\": {\"anchor\": \"x3\", \"domain\": [0.0, 1.0], \"matches\": \"y\", \"range\": [-6.5579996275159145, 8.296331885397326], \"showticklabels\": false}, \"yaxis4\": {\"anchor\": \"x4\", \"domain\": [0.0, 1.0], \"matches\": \"y\", \"range\": [-6.5579996275159145, 8.296331885397326], \"showgrid\": false, 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     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_interaction(\"Sex\", \"PassengerClass\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:27.130465Z",
     "start_time": "2021-01-20T16:03:27.111051Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
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       "data": [
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         "hoverinfo": "text",
         "marker": {
          "opacity": 0.6,
          "showscale": false,
          "size": 7
         },
         "mode": "markers",
         "name": "Sex_female",
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         "showlegend": true,
         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=4.595",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>PassengerClass=1<br>Sex=Sex_female<br>SHAP=4.909",
          "None=Palsson, Master. Gosta Leonard<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-1.085",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>PassengerClass=2<br>Sex=Sex_female<br>SHAP=-1.746",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>PassengerClass=3<br>Sex=Sex_female<br>SHAP=-2.492",
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          "None=Kassem, Mr. Fared<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.608",
          "None=Cacic, Miss. Marija<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.683",
          "None=Hart, Miss. Eva Miriam<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.356",
          "None=Butt, Major. Archibald Willingham<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.356",
          "None=Beane, Mr. Edward<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.380",
          "None=Goldsmith, Mr. Frank John<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357",
          "None=Ohman, Miss. Velin<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.901",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.278",
          "None=Morrow, Mr. Thomas Rowan<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.380",
          "None=Harris, Mr. George<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.327",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.906",
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          "None=Bourke, Miss. Mary<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=0.531",
          "None=Boulos, Mr. Hanna<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=2.171",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.623",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.392",
          "None=Lindell, Mr. Edvard Bengtsson<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.689",
          "None=Daniel, Mr. Robert Williams<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.385",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.210",
          "None=Shutes, Miss. Elizabeth W<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=0.448",
          "None=Jardin, Mr. Jose Neto<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.377",
          "None=Horgan, Mr. John<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.693",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.331",
          "None=Yasbeck, Mr. Antoni<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.352",
          "None=Bostandyeff, Mr. Guentcho<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.296",
          "None=Lundahl, Mr. Johan Svensson<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.191",
          "None=Stahelin-Maeglin, Dr. Max<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.302",
          "None=Willey, Mr. Edward<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.430"
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       "layout": {
        "hovermode": "closest",
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        "plot_bgcolor": "#fff",
        "showlegend": true,
        "template": {
         "data": {
          "scatter": [
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        },
        "title": {
         "text": "Interaction plot for PassengerClass and Sex"
        },
        "xaxis": {
         "title": {
          "text": "PassengerClass"
         }
        },
        "yaxis": {
         "title": {
          "text": "SHAP value ($)"
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        }
       }
      },
      "text/html": [
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Gosta Leonard<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.476\", \"None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.352\", \"None=Nasser, Mrs. Nicholas (Adele Achem)<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.548\", \"None=Saundercock, Mr. William Henry<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.299\", \"None=Vestrom, Miss. Hulda Amanda Adolfina<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.741\", \"None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.356\", \"None=Glynn, Miss. Mary Agatha<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.155\", \"None=Meyer, Mr. Edgar Joseph<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.380\", \"None=Kraeff, Mr. Theodor<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.302\", \"None=Devaney, Miss. Margaret Delia<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.570\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Rugg, Miss. Emily<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.437\", \"None=Harris, Mr. Henry Birkhardt<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.669\", \"None=Skoog, Master. Harald<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.306\", \"None=Kink, Mr. Vincenz<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.306\", \"None=Hood, Mr. Ambrose Jr<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.086\", \"None=Ilett, Miss. Bertha<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Ford, Mr. William Neal<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.327\", \"None=Christmann, Mr. Emil<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=0.461\", \"None=Andreasson, Mr. Paul Edvin<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.658\", \"None=Chaffee, Mr. Herbert Fuller<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.610\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.834\", \"None=White, Mr. Richard Frasar<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.373\", \"None=Rekic, Mr. Tido<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.306\", \"None=Moran, Miss. Bertha<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.224\", \"None=Barton, Mr. David John<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.335\", \"None=Jussila, Miss. Katriina<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.380\", \"None=Pekoniemi, Mr. Edvard<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.016\", \"None=Turpin, Mr. William John Robert<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.229\", \"None=Moore, Mr. Leonard Charles<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.269\", \"None=Osen, Mr. Olaf Elon<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.608\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.658\", \"None=Bateman, Rev. Robert James<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Meo, Mr. Alfonzo<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.334\", \"None=Cribb, Mr. John Hatfield<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.226\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.330\", \"None=Van der hoef, Mr. Wyckoff<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.335\", \"None=Sivola, Mr. Antti Wilhelm<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=0.990\", \"None=Klasen, Mr. Klas Albin<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-4.329\", \"None=Rood, Mr. Hugh Roscoe<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.331\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.627\", \"None=Vande Walle, Mr. Nestor Cyriel<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Backstrom, Mr. Karl Alfred<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.654\", \"None=Blank, Mr. Henry<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.151\", \"None=Ali, Mr. Ahmed<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.302\", \"None=Green, Mr. George Henry<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-0.688\", \"None=Nenkoff, Mr. Christo<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.302\", \"None=Asplund, Miss. Lillian Gertrud<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Harknett, Miss. Alice Phoebe<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.299\", \"None=Hunt, Mr. George Henry<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.226\", \"None=Reed, Mr. James George<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.741\", \"None=Stead, Mr. William Thomas<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.645\", \"None=Thorne, Mrs. Gertrude Maybelle<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.435\", \"None=Parrish, Mrs. (Lutie Davis)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.192\", \"None=Smith, Mr. Thomas<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.317\", \"None=Asplund, Master. Edvin Rojj Felix<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.152\", \"None=Healy, Miss. Hanora \\\"Nora\\\"<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.177\", \"None=Andrews, Miss. Kornelia Theodosia<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.654\", \"None=Abbott, Mrs. Stanton (Rosa Hunt)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.306\", \"None=Smith, Mr. Richard William<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.407\", \"None=Connolly, Miss. Kate<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=2.741\", \"None=Bishop, Mrs. Dickinson H (Helen Walton)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.306\", \"None=Levy, Mr. Rene Jacques<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Lewy, Mr. Ervin G<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.269\", \"None=Williams, Mr. Howard Hugh \\\"Harry\\\"<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.184\", \"None=Sage, Mr. George John Jr<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-4.290\", \"None=Nysveen, Mr. Johan Hansen<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.352\", \"None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.145\", \"None=Denkoff, Mr. Mitto<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.062\", \"None=Burns, Miss. Elizabeth Margaret<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.414\", \"None=Dimic, Mr. Jovan<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.226\", \"None=del Carlo, Mr. Sebastiano<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.626\", \"None=Beavan, Mr. William Thomas<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.302\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.390\", \"None=Widener, Mr. Harry Elkins<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Gustafsson, Mr. Karl Gideon<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.352\", \"None=Plotcharsky, Mr. Vasil<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.590\", \"None=Goodwin, Master. Sidney Leonard<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-5.320\", \"None=Sadlier, Mr. Matthew<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.278\", \"None=Gustafsson, Mr. Johan Birger<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-4.340\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Niskanen, Mr. Juha<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.226\", \"None=Minahan, Miss. Daisy E<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.072\", \"None=Matthews, Mr. William John<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.380\", \"None=Charters, Mr. David<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.608\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=2.856\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.356\", \"None=Peuchen, Major. Arthur Godfrey<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.300\", \"None=Anderson, Mr. Harry<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.656\", \"None=Milling, Mr. Jacob Christian<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-1.729\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.641\", \"None=Karlsson, Mr. Nils August<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.290\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.340\", \"None=Bishop, Mr. Dickinson H<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.303\", \"None=Windelov, Mr. Einar<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.069\", \"None=Shellard, Mr. Frederick William<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.006\", \"None=Svensson, Mr. Olof<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.302\", \"None=O'Sullivan, Miss. Bridget Mary<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-3.195\", \"None=Laitinen, Miss. Kristina Sofia<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.353\", \"None=Penasco y Castellana, Mr. Victor de Satode<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.380\", \"None=Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.658\", \"None=Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.226\", \"None=Kassem, Mr. Fared<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.608\", \"None=Cacic, Miss. Marija<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.683\", \"None=Hart, Miss. Eva Miriam<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.356\", \"None=Butt, Major. Archibald Willingham<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.356\", \"None=Beane, Mr. Edward<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.380\", \"None=Goldsmith, Mr. Frank John<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.357\", \"None=Ohman, Miss. Velin<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.901\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.278\", \"None=Morrow, Mr. Thomas Rowan<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.380\", \"None=Harris, Mr. George<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.327\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.906\", \"None=Patchett, Mr. George<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.269\", \"None=Ross, Mr. John Hugo<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.191\", \"None=Murdlin, Mr. Joseph<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.343\", \"None=Bourke, Miss. Mary<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=0.531\", \"None=Boulos, Mr. Hanna<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=2.171\", \"None=Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.623\", \"None=Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.392\", \"None=Lindell, Mr. Edvard Bengtsson<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.689\", \"None=Daniel, Mr. Robert Williams<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.385\", \"None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.210\", \"None=Shutes, Miss. Elizabeth W<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=0.448\", \"None=Jardin, Mr. Jose Neto<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.377\", \"None=Horgan, Mr. John<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.693\", \"None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.331\", \"None=Yasbeck, Mr. Antoni<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.352\", \"None=Bostandyeff, Mr. Guentcho<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=0.296\", \"None=Lundahl, Mr. Johan Svensson<br>PassengerClass=1<br>Sex=Sex_male<br>SHAP=-2.191\", \"None=Stahelin-Maeglin, Dr. Max<br>PassengerClass=3<br>Sex=Sex_male<br>SHAP=1.302\", \"None=Willey, Mr. Edward<br>PassengerClass=2<br>Sex=Sex_male<br>SHAP=1.430\"], \"type\": \"scattergl\", \"x\": [3, 3, 1, 3, 1, 3, 3, 2, 3, 3, 3, 1, 3, 1, 3, 3, 3, 2, 3, 3, 2, 2, 3, 3, 1, 3, 3, 1, 3, 3, 1, 3, 3, 3, 2, 3, 1, 3, 3, 1, 2, 1, 3, 3, 3, 3, 3, 2, 3, 1, 3, 3, 3, 3, 3, 3, 2, 3, 3, 1, 1, 2, 3, 2, 1, 3, 3, 3, 1, 1, 3, 1, 2, 3, 3, 2, 3, 1, 3, 3, 1, 1, 3, 1, 3, 3, 3, 3, 3, 1, 3, 2, 1, 3, 1, 1, 3, 3, 3, 3, 3, 1, 1, 1, 3, 2, 3, 3, 2, 2, 2, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1, 1, 3, 3, 2, 3, 3, 2, 2, 3, 3, 3, 3, 1, 3, 2], \"y\": [0.3498311350416337, 1.3024397373168959, -3.476195737214035, 1.3516175715824477, -2.5477602837216855, 0.29863871843904644, 0.7405041611902216, 1.355903563943011, 0.15460424656206373, 1.380102813850715, 1.3024397373168959, -2.5697137876420015, 1.356927294146058, -0.4367189735104061, 1.6694942698431712, 1.3057208366993316, 1.3057208366993316, 1.0858890172256492, 1.356927294146058, 1.32686836982398, 0.46142830587633143, 1.658492810279495, 1.6096061910917732, 0.8339354223355038, -2.3727020525356632, 1.3057208366993316, 0.22379820262361833, -3.334718835555094, 1.380102813850715, 1.015894224008604, -3.229151509106135, 1.2691866408453936, 1.6083100830358157, 1.356927294146058, 1.6578473208183173, 1.356927294146058, -3.3338909383526083, 1.226275154543599, 0.32998643854761645, -3.334718835555094, 0.9898548724987648, -4.329360728763119, 1.356927294146058, 0.3308061817839043, 1.6272090384883262, 1.356927294146058, 1.6537525433374585, 1.1512642571197522, 1.3024397373168959, -0.688067636232468, 1.3024397373168959, 1.356927294146058, 0.2994251627145442, 1.226275154543599, 0.7405041611902216, 1.6453675156481498, 1.4350391910323292, 1.191907011842334, 1.3171151856102106, -3.152095790236436, -3.177025272034144, 1.6539104461927936, 1.3057208366993316, 1.4071100213897372, 2.741333901448813, 1.3057208366993316, 1.356927294146058, 1.2691866408453936, -2.1839281564010085, -4.2903667610468785, 1.3516175715824477, -2.145217976401426, 1.0615055869790817, 0.4140567089477703, 1.226275154543599, 1.6256372400255525, 1.3024397373168959, -3.389554006165721, 1.356927294146058, 1.3516175715824477, -2.589933764747549, -5.320138668106477, 1.2781356661748997, -4.339615075434272, 1.356927294146058, 1.226275154543599, 1.071567519795034, 1.380102813850715, 1.6083100830358157, 2.8559573644029213, 1.356927294146058, 1.355903563943011, -3.299533657960697, 1.6555573303605318, -1.729277719283517, -2.6414296503705996, 0.2900320197152678, 0.3404379920423573, 1.3034138386115122, 1.0688428810630364, 1.006192279900931, -3.301509890154981, -3.1946108800560777, -2.3532595267236296, 1.380102813850715, 1.658492810279495, 1.226275154543599, 1.607664593574638, 1.6830859446329232, 1.355903563943011, 1.355903563943011, 1.380102813850715, 1.356927294146058, 0.901092764627171, 1.27832149448383, 1.380102813850715, 1.32686836982398, 0.9055565813354507, 1.2691866408453936, 0.19053733038400503, 1.3430385190447767, 0.5305746854716679, 2.1709257474312027, 0.623475909280215, 1.3921353193408277, 1.6887241902970493, 1.3848564637886502, 1.209708248417445, 0.4479250725301265, 1.3770510970676593, 1.6925363635511719, 0.3308061817839043, 1.3516175715824477, 0.2957773909790573, -2.191454625468677, 1.3024397373168959, 1.4302855410943942]}],                        {\"hovermode\": \"closest\", \"paper_bgcolor\": \"#fff\", \"plot_bgcolor\": \"#fff\", \"showlegend\": true, \"template\": {\"data\": {\"scatter\": [{\"type\": \"scatter\"}]}}, \"title\": {\"text\": \"Interaction plot for PassengerClass and Sex\"}, \"xaxis\": {\"title\": {\"text\": \"PassengerClass\"}}, \"yaxis\": {\"title\": {\"text\": \"SHAP value ($)\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
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       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_interaction(\"PassengerClass\", \"Sex\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:30.234060Z",
     "start_time": "2021-01-20T16:03:30.216487Z"
    }
   },
   "outputs": [
    {
     "data": {
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        "plotlyServerURL": "https://plot.ly"
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       "data": [
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         "mode": "markers",
         "text": [
          "None=Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>PassengerClass=1<br>Age=38.0<br>SHAP=4.220",
          "None=Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>PassengerClass=1<br>Age=35.0<br>SHAP=3.746",
          "None=Palsson, Master. Gosta Leonard<br>PassengerClass=3<br>Age=2.0<br>SHAP=-0.928",
          "None=Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>PassengerClass=3<br>Age=27.0<br>SHAP=-0.036",
          "None=Nasser, Mrs. Nicholas (Adele Achem)<br>PassengerClass=2<br>Age=14.0<br>SHAP=0.755",
          "None=Saundercock, Mr. William Henry<br>PassengerClass=3<br>Age=20.0<br>SHAP=-0.292",
          "None=Vestrom, Miss. Hulda Amanda Adolfina<br>PassengerClass=3<br>Age=14.0<br>SHAP=-0.112",
          "None=Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>PassengerClass=3<br>Age=38.0<br>SHAP=-0.504",
          "None=Glynn, Miss. Mary Agatha<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.501",
          "None=Meyer, Mr. Edgar Joseph<br>PassengerClass=1<br>Age=28.0<br>SHAP=-1.450",
          "None=Kraeff, Mr. Theodor<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.077",
          "None=Devaney, Miss. Margaret Delia<br>PassengerClass=3<br>Age=19.0<br>SHAP=0.463",
          "None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>PassengerClass=3<br>Age=18.0<br>SHAP=0.113",
          "None=Rugg, Miss. Emily<br>PassengerClass=2<br>Age=21.0<br>SHAP=0.221",
          "None=Harris, Mr. Henry Birkhardt<br>PassengerClass=1<br>Age=45.0<br>SHAP=-0.712",
          "None=Skoog, Master. Harald<br>PassengerClass=3<br>Age=4.0<br>SHAP=-0.747",
          "None=Kink, Mr. Vincenz<br>PassengerClass=3<br>Age=26.0<br>SHAP=-0.085",
          "None=Hood, Mr. Ambrose Jr<br>PassengerClass=2<br>Age=21.0<br>SHAP=-0.246",
          "None=Ilett, Miss. Bertha<br>PassengerClass=2<br>Age=17.0<br>SHAP=0.763",
          "None=Ford, Mr. William Neal<br>PassengerClass=3<br>Age=16.0<br>SHAP=-0.482",
          "None=Christmann, Mr. Emil<br>PassengerClass=3<br>Age=29.0<br>SHAP=0.064",
          "None=Andreasson, Mr. Paul Edvin<br>PassengerClass=3<br>Age=20.0<br>SHAP=-0.292",
          "None=Chaffee, Mr. Herbert Fuller<br>PassengerClass=1<br>Age=46.0<br>SHAP=-0.404",
          "None=Petroff, Mr. Pastcho (\"Pentcho\")<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=White, Mr. Richard Frasar<br>PassengerClass=1<br>Age=21.0<br>SHAP=1.664",
          "None=Rekic, Mr. Tido<br>PassengerClass=3<br>Age=38.0<br>SHAP=-0.485",
          "None=Moran, Miss. Bertha<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.572",
          "None=Barton, Mr. David John<br>PassengerClass=3<br>Age=22.0<br>SHAP=-0.282",
          "None=Jussila, Miss. Katriina<br>PassengerClass=3<br>Age=20.0<br>SHAP=0.162",
          "None=Pekoniemi, Mr. Edvard<br>PassengerClass=3<br>Age=21.0<br>SHAP=-0.280",
          "None=Turpin, Mr. William John Robert<br>PassengerClass=2<br>Age=29.0<br>SHAP=0.203",
          "None=Moore, Mr. Leonard Charles<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Osen, Mr. Olaf Elon<br>PassengerClass=3<br>Age=16.0<br>SHAP=-0.434",
          "None=Ford, Miss. Robina Maggie \"Ruby\"<br>PassengerClass=3<br>Age=9.0<br>SHAP=-0.576",
          "None=Navratil, Mr. Michel (\"Louis M Hoffman\")<br>PassengerClass=2<br>Age=36.5<br>SHAP=-1.018",
          "None=Bateman, Rev. Robert James<br>PassengerClass=2<br>Age=51.0<br>SHAP=0.362",
          "None=Meo, Mr. Alfonzo<br>PassengerClass=3<br>Age=55.5<br>SHAP=0.334",
          "None=Cribb, Mr. John Hatfield<br>PassengerClass=3<br>Age=44.0<br>SHAP=0.286",
          "None=Chibnall, Mrs. (Edith Martha Bowerman)<br>PassengerClass=1<br>Age=-999.0<br>SHAP=2.185",
          "None=Van der hoef, Mr. Wyckoff<br>PassengerClass=1<br>Age=61.0<br>SHAP=-1.884",
          "None=Sivola, Mr. Antti Wilhelm<br>PassengerClass=3<br>Age=21.0<br>SHAP=-0.280",
          "None=Klasen, Mr. Klas Albin<br>PassengerClass=3<br>Age=18.0<br>SHAP=-0.637",
          "None=Rood, Mr. Hugh Roscoe<br>PassengerClass=1<br>Age=-999.0<br>SHAP=1.141",
          "None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>PassengerClass=3<br>Age=19.0<br>SHAP=0.223",
          "None=Brown, Mrs. James Joseph (Margaret Tobin)<br>PassengerClass=1<br>Age=44.0<br>SHAP=2.851",
          "None=Vande Walle, Mr. Nestor Cyriel<br>PassengerClass=3<br>Age=28.0<br>SHAP=0.151",
          "None=Backstrom, Mr. Karl Alfred<br>PassengerClass=3<br>Age=32.0<br>SHAP=0.077",
          "None=Blank, Mr. Henry<br>PassengerClass=1<br>Age=40.0<br>SHAP=1.951",
          "None=Ali, Mr. Ahmed<br>PassengerClass=3<br>Age=24.0<br>SHAP=-0.262",
          "None=Green, Mr. George Henry<br>PassengerClass=3<br>Age=51.0<br>SHAP=0.265",
          "None=Nenkoff, Mr. Christo<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Asplund, Miss. Lillian Gertrud<br>PassengerClass=3<br>Age=5.0<br>SHAP=-0.499",
          "None=Harknett, Miss. Alice Phoebe<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.155",
          "None=Hunt, Mr. George Henry<br>PassengerClass=2<br>Age=33.0<br>SHAP=-0.415",
          "None=Reed, Mr. James George<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Stead, Mr. William Thomas<br>PassengerClass=1<br>Age=62.0<br>SHAP=-1.949",
          "None=Thorne, Mrs. Gertrude Maybelle<br>PassengerClass=1<br>Age=-999.0<br>SHAP=-1.916",
          "None=Parrish, Mrs. (Lutie Davis)<br>PassengerClass=2<br>Age=50.0<br>SHAP=0.663",
          "None=Smith, Mr. Thomas<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030",
          "None=Asplund, Master. Edvin Rojj Felix<br>PassengerClass=3<br>Age=3.0<br>SHAP=-0.599",
          "None=Healy, Miss. Hanora \"Nora\"<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.501",
          "None=Andrews, Miss. Kornelia Theodosia<br>PassengerClass=1<br>Age=63.0<br>SHAP=-1.640",
          "None=Abbott, Mrs. Stanton (Rosa Hunt)<br>PassengerClass=3<br>Age=35.0<br>SHAP=-1.198",
          "None=Smith, Mr. Richard William<br>PassengerClass=1<br>Age=-999.0<br>SHAP=1.141",
          "None=Connolly, Miss. Kate<br>PassengerClass=3<br>Age=22.0<br>SHAP=0.475",
          "None=Bishop, Mrs. Dickinson H (Helen Walton)<br>PassengerClass=1<br>Age=19.0<br>SHAP=-1.897",
          "None=Levy, Mr. Rene Jacques<br>PassengerClass=2<br>Age=36.0<br>SHAP=-2.376",
          "None=Lewy, Mr. Ervin G<br>PassengerClass=1<br>Age=-999.0<br>SHAP=0.248",
          "None=Williams, Mr. Howard Hugh \"Harry\"<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Sage, Mr. George John Jr<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.503",
          "None=Nysveen, Mr. Johan Hansen<br>PassengerClass=3<br>Age=61.0<br>SHAP=0.322",
          "None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>PassengerClass=1<br>Age=-999.0<br>SHAP=-0.271",
          "None=Denkoff, Mr. Mitto<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Burns, Miss. Elizabeth Margaret<br>PassengerClass=1<br>Age=41.0<br>SHAP=2.138",
          "None=Dimic, Mr. Jovan<br>PassengerClass=3<br>Age=42.0<br>SHAP=-0.124",
          "None=del Carlo, Mr. Sebastiano<br>PassengerClass=2<br>Age=29.0<br>SHAP=0.487",
          "None=Beavan, Mr. William Thomas<br>PassengerClass=3<br>Age=19.0<br>SHAP=-0.292",
          "None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>PassengerClass=1<br>Age=-999.0<br>SHAP=-1.902",
          "None=Widener, Mr. Harry Elkins<br>PassengerClass=1<br>Age=27.0<br>SHAP=1.453",
          "None=Gustafsson, Mr. Karl Gideon<br>PassengerClass=3<br>Age=19.0<br>SHAP=-0.292",
          "None=Plotcharsky, Mr. Vasil<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Goodwin, Master. Sidney Leonard<br>PassengerClass=3<br>Age=1.0<br>SHAP=-0.995",
          "None=Sadlier, Mr. Matthew<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030",
          "None=Gustafsson, Mr. Johan Birger<br>PassengerClass=3<br>Age=28.0<br>SHAP=-0.002",
          "None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>PassengerClass=3<br>Age=24.0<br>SHAP=-0.095",
          "None=Niskanen, Mr. Juha<br>PassengerClass=3<br>Age=39.0<br>SHAP=-0.430",
          "None=Minahan, Miss. Daisy E<br>PassengerClass=1<br>Age=33.0<br>SHAP=2.198",
          "None=Matthews, Mr. William John<br>PassengerClass=2<br>Age=30.0<br>SHAP=0.036",
          "None=Charters, Mr. David<br>PassengerClass=3<br>Age=21.0<br>SHAP=-0.128",
          "None=Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>PassengerClass=2<br>Age=19.0<br>SHAP=0.215",
          "None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>PassengerClass=2<br>Age=45.0<br>SHAP=-0.027",
          "None=Johannesen-Bratthammer, Mr. Bernt<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.080",
          "None=Peuchen, Major. Arthur Godfrey<br>PassengerClass=1<br>Age=52.0<br>SHAP=-1.967",
          "None=Anderson, Mr. Harry<br>PassengerClass=1<br>Age=48.0<br>SHAP=-1.195",
          "None=Milling, Mr. Jacob Christian<br>PassengerClass=2<br>Age=48.0<br>SHAP=0.301",
          "None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>PassengerClass=2<br>Age=33.0<br>SHAP=-0.531",
          "None=Karlsson, Mr. Nils August<br>PassengerClass=3<br>Age=22.0<br>SHAP=-0.282",
          "None=Frost, Mr. Anthony Wood \"Archie\"<br>PassengerClass=2<br>Age=-999.0<br>SHAP=-0.654",
          "None=Bishop, Mr. Dickinson H<br>PassengerClass=1<br>Age=25.0<br>SHAP=-1.164",
          "None=Windelov, Mr. Einar<br>PassengerClass=3<br>Age=21.0<br>SHAP=-0.280",
          "None=Shellard, Mr. Frederick William<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Svensson, Mr. Olof<br>PassengerClass=3<br>Age=24.0<br>SHAP=-0.262",
          "None=O'Sullivan, Miss. Bridget Mary<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.354",
          "None=Laitinen, Miss. Kristina Sofia<br>PassengerClass=3<br>Age=37.0<br>SHAP=-1.228",
          "None=Penasco y Castellana, Mr. Victor de Satode<br>PassengerClass=1<br>Age=18.0<br>SHAP=0.610",
          "None=Bradley, Mr. George (\"George Arthur Brayton\")<br>PassengerClass=1<br>Age=-999.0<br>SHAP=0.741",
          "None=Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>PassengerClass=2<br>Age=36.0<br>SHAP=-1.281",
          "None=Kassem, Mr. Fared<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.077",
          "None=Cacic, Miss. Marija<br>PassengerClass=3<br>Age=30.0<br>SHAP=0.245",
          "None=Hart, Miss. Eva Miriam<br>PassengerClass=2<br>Age=7.0<br>SHAP=-0.205",
          "None=Butt, Major. Archibald Willingham<br>PassengerClass=1<br>Age=45.0<br>SHAP=0.020",
          "None=Beane, Mr. Edward<br>PassengerClass=2<br>Age=32.0<br>SHAP=0.172",
          "None=Goldsmith, Mr. Frank John<br>PassengerClass=3<br>Age=33.0<br>SHAP=-0.517",
          "None=Ohman, Miss. Velin<br>PassengerClass=3<br>Age=22.0<br>SHAP=0.178",
          "None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>PassengerClass=1<br>Age=39.0<br>SHAP=0.820",
          "None=Morrow, Mr. Thomas Rowan<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030",
          "None=Harris, Mr. George<br>PassengerClass=2<br>Age=62.0<br>SHAP=0.298",
          "None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>PassengerClass=1<br>Age=53.0<br>SHAP=-4.199",
          "None=Patchett, Mr. George<br>PassengerClass=3<br>Age=19.0<br>SHAP=-0.292",
          "None=Ross, Mr. John Hugo<br>PassengerClass=1<br>Age=36.0<br>SHAP=7.784",
          "None=Murdlin, Mr. Joseph<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Bourke, Miss. Mary<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.156",
          "None=Boulos, Mr. Hanna<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.077",
          "None=Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>PassengerClass=1<br>Age=49.0<br>SHAP=-1.304",
          "None=Homer, Mr. Harry (\"Mr E Haven\")<br>PassengerClass=1<br>Age=35.0<br>SHAP=12.528",
          "None=Lindell, Mr. Edvard Bengtsson<br>PassengerClass=3<br>Age=36.0<br>SHAP=-0.821",
          "None=Daniel, Mr. Robert Williams<br>PassengerClass=1<br>Age=27.0<br>SHAP=-0.383",
          "None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>PassengerClass=2<br>Age=22.0<br>SHAP=0.229",
          "None=Shutes, Miss. Elizabeth W<br>PassengerClass=1<br>Age=40.0<br>SHAP=0.525",
          "None=Jardin, Mr. Jose Neto<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Horgan, Mr. John<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030",
          "None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>PassengerClass=3<br>Age=26.0<br>SHAP=0.302",
          "None=Yasbeck, Mr. Antoni<br>PassengerClass=3<br>Age=27.0<br>SHAP=0.380",
          "None=Bostandyeff, Mr. Guentcho<br>PassengerClass=3<br>Age=26.0<br>SHAP=0.042",
          "None=Lundahl, Mr. Johan Svensson<br>PassengerClass=3<br>Age=51.0<br>SHAP=0.265",
          "None=Stahelin-Maeglin, Dr. Max<br>PassengerClass=1<br>Age=32.0<br>SHAP=1.775",
          "None=Willey, Mr. Edward<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142",
          "None=Stanley, Miss. Amy Zillah Elsie<br>PassengerClass=3<br>Age=23.0<br>SHAP=0.173",
          "None=Hegarty, Miss. Hanora \"Nora\"<br>PassengerClass=3<br>Age=18.0<br>SHAP=0.201",
          "None=Eitemiller, Mr. George Floyd<br>PassengerClass=2<br>Age=23.0<br>SHAP=-0.233",
          "None=Colley, Mr. Edward Pomeroy<br>PassengerClass=1<br>Age=47.0<br>SHAP=-1.138",
          "None=Coleff, Mr. Peju<br>PassengerClass=3<br>Age=36.0<br>SHAP=-0.876",
          "None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>PassengerClass=2<br>Age=40.0<br>SHAP=-0.316",
          "None=Davidson, Mr. Thornton<br>PassengerClass=1<br>Age=31.0<br>SHAP=0.531",
          "None=Turja, Miss. Anna Sofia<br>PassengerClass=3<br>Age=18.0<br>SHAP=0.061",
          "None=Hassab, Mr. Hammad<br>PassengerClass=1<br>Age=27.0<br>SHAP=-1.728",
          "None=Goodwin, Mr. Charles Edward<br>PassengerClass=3<br>Age=14.0<br>SHAP=-1.047",
          "None=Panula, Mr. Jaako Arnold<br>PassengerClass=3<br>Age=14.0<br>SHAP=-1.020",
          "None=Fischer, Mr. Eberhard Thelander<br>PassengerClass=3<br>Age=18.0<br>SHAP=-0.404",
          "None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>PassengerClass=3<br>Age=42.0<br>SHAP=0.008",
          "None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>PassengerClass=1<br>Age=18.0<br>SHAP=-1.139",
          "None=Hansen, Mr. Henrik Juul<br>PassengerClass=3<br>Age=26.0<br>SHAP=0.085",
          "None=Calderhead, Mr. Edward Pennington<br>PassengerClass=1<br>Age=42.0<br>SHAP=-0.120",
          "None=Klaber, Mr. Herman<br>PassengerClass=1<br>Age=-999.0<br>SHAP=2.031",
          "None=Taylor, Mr. Elmer Zebley<br>PassengerClass=1<br>Age=48.0<br>SHAP=-1.636",
          "None=Larsson, Mr. August Viktor<br>PassengerClass=3<br>Age=29.0<br>SHAP=0.064",
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          "None=Troutt, Miss. Edwina Celia \"Winnie\"<br>PassengerClass=2<br>Age=27.0<br>SHAP=0.037",
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          "None=Berriman, Mr. William John<br>PassengerClass=2<br>Age=23.0<br>SHAP=-0.233",
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          "None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>PassengerClass=1<br>Age=33.0<br>SHAP=1.160",
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          "None=Leader, Dr. Alice (Farnham)<br>PassengerClass=1<br>Age=49.0<br>SHAP=-1.576",
          "None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>PassengerClass=2<br>Age=31.0<br>SHAP=-0.057",
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          "None=Montvila, Rev. Juozas<br>PassengerClass=2<br>Age=27.0<br>SHAP=0.057"
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         "name": "None Saundercock, Mr. William Henry",
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        "title": {
         "text": "Interaction plot for PassengerClass and Age"
        },
        "xaxis": {
         "title": {
          "text": "PassengerClass"
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        "yaxis": {
         "title": {
          "text": "SHAP value ($)"
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Margaret Delia<br>PassengerClass=3<br>Age=19.0<br>SHAP=0.463\", \"None=Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>PassengerClass=3<br>Age=18.0<br>SHAP=0.113\", \"None=Rugg, Miss. Emily<br>PassengerClass=2<br>Age=21.0<br>SHAP=0.221\", \"None=Harris, Mr. Henry Birkhardt<br>PassengerClass=1<br>Age=45.0<br>SHAP=-0.712\", \"None=Skoog, Master. Harald<br>PassengerClass=3<br>Age=4.0<br>SHAP=-0.747\", \"None=Kink, Mr. Vincenz<br>PassengerClass=3<br>Age=26.0<br>SHAP=-0.085\", \"None=Hood, Mr. Ambrose Jr<br>PassengerClass=2<br>Age=21.0<br>SHAP=-0.246\", \"None=Ilett, Miss. Bertha<br>PassengerClass=2<br>Age=17.0<br>SHAP=0.763\", \"None=Ford, Mr. William Neal<br>PassengerClass=3<br>Age=16.0<br>SHAP=-0.482\", \"None=Christmann, Mr. Emil<br>PassengerClass=3<br>Age=29.0<br>SHAP=0.064\", \"None=Andreasson, Mr. Paul Edvin<br>PassengerClass=3<br>Age=20.0<br>SHAP=-0.292\", \"None=Chaffee, Mr. Herbert Fuller<br>PassengerClass=1<br>Age=46.0<br>SHAP=-0.404\", \"None=Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=White, Mr. Richard Frasar<br>PassengerClass=1<br>Age=21.0<br>SHAP=1.664\", \"None=Rekic, Mr. Tido<br>PassengerClass=3<br>Age=38.0<br>SHAP=-0.485\", \"None=Moran, Miss. Bertha<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.572\", \"None=Barton, Mr. David John<br>PassengerClass=3<br>Age=22.0<br>SHAP=-0.282\", \"None=Jussila, Miss. Katriina<br>PassengerClass=3<br>Age=20.0<br>SHAP=0.162\", \"None=Pekoniemi, Mr. Edvard<br>PassengerClass=3<br>Age=21.0<br>SHAP=-0.280\", \"None=Turpin, Mr. William John Robert<br>PassengerClass=2<br>Age=29.0<br>SHAP=0.203\", \"None=Moore, Mr. Leonard Charles<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Osen, Mr. Olaf Elon<br>PassengerClass=3<br>Age=16.0<br>SHAP=-0.434\", \"None=Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>PassengerClass=3<br>Age=9.0<br>SHAP=-0.576\", \"None=Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>PassengerClass=2<br>Age=36.5<br>SHAP=-1.018\", \"None=Bateman, Rev. Robert James<br>PassengerClass=2<br>Age=51.0<br>SHAP=0.362\", \"None=Meo, Mr. Alfonzo<br>PassengerClass=3<br>Age=55.5<br>SHAP=0.334\", \"None=Cribb, Mr. John Hatfield<br>PassengerClass=3<br>Age=44.0<br>SHAP=0.286\", \"None=Chibnall, Mrs. (Edith Martha Bowerman)<br>PassengerClass=1<br>Age=-999.0<br>SHAP=2.185\", \"None=Van der hoef, Mr. Wyckoff<br>PassengerClass=1<br>Age=61.0<br>SHAP=-1.884\", \"None=Sivola, Mr. Antti Wilhelm<br>PassengerClass=3<br>Age=21.0<br>SHAP=-0.280\", \"None=Klasen, Mr. Klas Albin<br>PassengerClass=3<br>Age=18.0<br>SHAP=-0.637\", \"None=Rood, Mr. Hugh Roscoe<br>PassengerClass=1<br>Age=-999.0<br>SHAP=1.141\", \"None=Andersen-Jensen, Miss. Carla Christine Nielsine<br>PassengerClass=3<br>Age=19.0<br>SHAP=0.223\", \"None=Brown, Mrs. James Joseph (Margaret Tobin)<br>PassengerClass=1<br>Age=44.0<br>SHAP=2.851\", \"None=Vande Walle, Mr. Nestor Cyriel<br>PassengerClass=3<br>Age=28.0<br>SHAP=0.151\", \"None=Backstrom, Mr. Karl Alfred<br>PassengerClass=3<br>Age=32.0<br>SHAP=0.077\", \"None=Blank, Mr. Henry<br>PassengerClass=1<br>Age=40.0<br>SHAP=1.951\", \"None=Ali, Mr. Ahmed<br>PassengerClass=3<br>Age=24.0<br>SHAP=-0.262\", \"None=Green, Mr. George Henry<br>PassengerClass=3<br>Age=51.0<br>SHAP=0.265\", \"None=Nenkoff, Mr. Christo<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Asplund, Miss. Lillian Gertrud<br>PassengerClass=3<br>Age=5.0<br>SHAP=-0.499\", \"None=Harknett, Miss. Alice Phoebe<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.155\", \"None=Hunt, Mr. George Henry<br>PassengerClass=2<br>Age=33.0<br>SHAP=-0.415\", \"None=Reed, Mr. James George<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Stead, Mr. William Thomas<br>PassengerClass=1<br>Age=62.0<br>SHAP=-1.949\", \"None=Thorne, Mrs. Gertrude Maybelle<br>PassengerClass=1<br>Age=-999.0<br>SHAP=-1.916\", \"None=Parrish, Mrs. (Lutie Davis)<br>PassengerClass=2<br>Age=50.0<br>SHAP=0.663\", \"None=Smith, Mr. Thomas<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030\", \"None=Asplund, Master. Edvin Rojj Felix<br>PassengerClass=3<br>Age=3.0<br>SHAP=-0.599\", \"None=Healy, Miss. Hanora \\\"Nora\\\"<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.501\", \"None=Andrews, Miss. Kornelia Theodosia<br>PassengerClass=1<br>Age=63.0<br>SHAP=-1.640\", \"None=Abbott, Mrs. Stanton (Rosa Hunt)<br>PassengerClass=3<br>Age=35.0<br>SHAP=-1.198\", \"None=Smith, Mr. Richard William<br>PassengerClass=1<br>Age=-999.0<br>SHAP=1.141\", \"None=Connolly, Miss. Kate<br>PassengerClass=3<br>Age=22.0<br>SHAP=0.475\", \"None=Bishop, Mrs. Dickinson H (Helen Walton)<br>PassengerClass=1<br>Age=19.0<br>SHAP=-1.897\", \"None=Levy, Mr. Rene Jacques<br>PassengerClass=2<br>Age=36.0<br>SHAP=-2.376\", \"None=Lewy, Mr. Ervin G<br>PassengerClass=1<br>Age=-999.0<br>SHAP=0.248\", \"None=Williams, Mr. Howard Hugh \\\"Harry\\\"<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Sage, Mr. George John Jr<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.503\", \"None=Nysveen, Mr. Johan Hansen<br>PassengerClass=3<br>Age=61.0<br>SHAP=0.322\", \"None=Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>PassengerClass=1<br>Age=-999.0<br>SHAP=-0.271\", \"None=Denkoff, Mr. Mitto<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Burns, Miss. Elizabeth Margaret<br>PassengerClass=1<br>Age=41.0<br>SHAP=2.138\", \"None=Dimic, Mr. Jovan<br>PassengerClass=3<br>Age=42.0<br>SHAP=-0.124\", \"None=del Carlo, Mr. Sebastiano<br>PassengerClass=2<br>Age=29.0<br>SHAP=0.487\", \"None=Beavan, Mr. William Thomas<br>PassengerClass=3<br>Age=19.0<br>SHAP=-0.292\", \"None=Meyer, Mrs. Edgar Joseph (Leila Saks)<br>PassengerClass=1<br>Age=-999.0<br>SHAP=-1.902\", \"None=Widener, Mr. Harry Elkins<br>PassengerClass=1<br>Age=27.0<br>SHAP=1.453\", \"None=Gustafsson, Mr. Karl Gideon<br>PassengerClass=3<br>Age=19.0<br>SHAP=-0.292\", \"None=Plotcharsky, Mr. Vasil<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Goodwin, Master. Sidney Leonard<br>PassengerClass=3<br>Age=1.0<br>SHAP=-0.995\", \"None=Sadlier, Mr. Matthew<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030\", \"None=Gustafsson, Mr. Johan Birger<br>PassengerClass=3<br>Age=28.0<br>SHAP=-0.002\", \"None=Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>PassengerClass=3<br>Age=24.0<br>SHAP=-0.095\", \"None=Niskanen, Mr. Juha<br>PassengerClass=3<br>Age=39.0<br>SHAP=-0.430\", \"None=Minahan, Miss. Daisy E<br>PassengerClass=1<br>Age=33.0<br>SHAP=2.198\", \"None=Matthews, Mr. William John<br>PassengerClass=2<br>Age=30.0<br>SHAP=0.036\", \"None=Charters, Mr. David<br>PassengerClass=3<br>Age=21.0<br>SHAP=-0.128\", \"None=Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>PassengerClass=2<br>Age=19.0<br>SHAP=0.215\", \"None=Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>PassengerClass=2<br>Age=45.0<br>SHAP=-0.027\", \"None=Johannesen-Bratthammer, Mr. Bernt<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.080\", \"None=Peuchen, Major. Arthur Godfrey<br>PassengerClass=1<br>Age=52.0<br>SHAP=-1.967\", \"None=Anderson, Mr. Harry<br>PassengerClass=1<br>Age=48.0<br>SHAP=-1.195\", \"None=Milling, Mr. Jacob Christian<br>PassengerClass=2<br>Age=48.0<br>SHAP=0.301\", \"None=West, Mrs. Edwy Arthur (Ada Mary Worth)<br>PassengerClass=2<br>Age=33.0<br>SHAP=-0.531\", \"None=Karlsson, Mr. Nils August<br>PassengerClass=3<br>Age=22.0<br>SHAP=-0.282\", \"None=Frost, Mr. Anthony Wood \\\"Archie\\\"<br>PassengerClass=2<br>Age=-999.0<br>SHAP=-0.654\", \"None=Bishop, Mr. Dickinson H<br>PassengerClass=1<br>Age=25.0<br>SHAP=-1.164\", \"None=Windelov, Mr. Einar<br>PassengerClass=3<br>Age=21.0<br>SHAP=-0.280\", \"None=Shellard, Mr. Frederick William<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Svensson, Mr. Olof<br>PassengerClass=3<br>Age=24.0<br>SHAP=-0.262\", \"None=O'Sullivan, Miss. Bridget Mary<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.354\", \"None=Laitinen, Miss. Kristina Sofia<br>PassengerClass=3<br>Age=37.0<br>SHAP=-1.228\", \"None=Penasco y Castellana, Mr. Victor de Satode<br>PassengerClass=1<br>Age=18.0<br>SHAP=0.610\", \"None=Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>PassengerClass=1<br>Age=-999.0<br>SHAP=0.741\", \"None=Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>PassengerClass=2<br>Age=36.0<br>SHAP=-1.281\", \"None=Kassem, Mr. Fared<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.077\", \"None=Cacic, Miss. Marija<br>PassengerClass=3<br>Age=30.0<br>SHAP=0.245\", \"None=Hart, Miss. Eva Miriam<br>PassengerClass=2<br>Age=7.0<br>SHAP=-0.205\", \"None=Butt, Major. Archibald Willingham<br>PassengerClass=1<br>Age=45.0<br>SHAP=0.020\", \"None=Beane, Mr. Edward<br>PassengerClass=2<br>Age=32.0<br>SHAP=0.172\", \"None=Goldsmith, Mr. Frank John<br>PassengerClass=3<br>Age=33.0<br>SHAP=-0.517\", \"None=Ohman, Miss. Velin<br>PassengerClass=3<br>Age=22.0<br>SHAP=0.178\", \"None=Taussig, Mrs. Emil (Tillie Mandelbaum)<br>PassengerClass=1<br>Age=39.0<br>SHAP=0.820\", \"None=Morrow, Mr. Thomas Rowan<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030\", \"None=Harris, Mr. George<br>PassengerClass=2<br>Age=62.0<br>SHAP=0.298\", \"None=Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>PassengerClass=1<br>Age=53.0<br>SHAP=-4.199\", \"None=Patchett, Mr. George<br>PassengerClass=3<br>Age=19.0<br>SHAP=-0.292\", \"None=Ross, Mr. John Hugo<br>PassengerClass=1<br>Age=36.0<br>SHAP=7.784\", \"None=Murdlin, Mr. Joseph<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Bourke, Miss. Mary<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.156\", \"None=Boulos, Mr. Hanna<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.077\", \"None=Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>PassengerClass=1<br>Age=49.0<br>SHAP=-1.304\", \"None=Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>PassengerClass=1<br>Age=35.0<br>SHAP=12.528\", \"None=Lindell, Mr. Edvard Bengtsson<br>PassengerClass=3<br>Age=36.0<br>SHAP=-0.821\", \"None=Daniel, Mr. Robert Williams<br>PassengerClass=1<br>Age=27.0<br>SHAP=-0.383\", \"None=Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>PassengerClass=2<br>Age=22.0<br>SHAP=0.229\", \"None=Shutes, Miss. Elizabeth W<br>PassengerClass=1<br>Age=40.0<br>SHAP=0.525\", \"None=Jardin, Mr. Jose Neto<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Horgan, Mr. John<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030\", \"None=Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>PassengerClass=3<br>Age=26.0<br>SHAP=0.302\", \"None=Yasbeck, Mr. Antoni<br>PassengerClass=3<br>Age=27.0<br>SHAP=0.380\", \"None=Bostandyeff, Mr. Guentcho<br>PassengerClass=3<br>Age=26.0<br>SHAP=0.042\", \"None=Lundahl, Mr. Johan Svensson<br>PassengerClass=3<br>Age=51.0<br>SHAP=0.265\", \"None=Stahelin-Maeglin, Dr. Max<br>PassengerClass=1<br>Age=32.0<br>SHAP=1.775\", \"None=Willey, Mr. Edward<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=Stanley, Miss. Amy Zillah Elsie<br>PassengerClass=3<br>Age=23.0<br>SHAP=0.173\", \"None=Hegarty, Miss. Hanora \\\"Nora\\\"<br>PassengerClass=3<br>Age=18.0<br>SHAP=0.201\", \"None=Eitemiller, Mr. George Floyd<br>PassengerClass=2<br>Age=23.0<br>SHAP=-0.233\", \"None=Colley, Mr. Edward Pomeroy<br>PassengerClass=1<br>Age=47.0<br>SHAP=-1.138\", \"None=Coleff, Mr. Peju<br>PassengerClass=3<br>Age=36.0<br>SHAP=-0.876\", \"None=Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>PassengerClass=2<br>Age=40.0<br>SHAP=-0.316\", \"None=Davidson, Mr. Thornton<br>PassengerClass=1<br>Age=31.0<br>SHAP=0.531\", \"None=Turja, Miss. Anna Sofia<br>PassengerClass=3<br>Age=18.0<br>SHAP=0.061\", \"None=Hassab, Mr. Hammad<br>PassengerClass=1<br>Age=27.0<br>SHAP=-1.728\", \"None=Goodwin, Mr. Charles Edward<br>PassengerClass=3<br>Age=14.0<br>SHAP=-1.047\", \"None=Panula, Mr. Jaako Arnold<br>PassengerClass=3<br>Age=14.0<br>SHAP=-1.020\", \"None=Fischer, Mr. Eberhard Thelander<br>PassengerClass=3<br>Age=18.0<br>SHAP=-0.404\", \"None=Humblen, Mr. Adolf Mathias Nicolai Olsen<br>PassengerClass=3<br>Age=42.0<br>SHAP=0.008\", \"None=Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>PassengerClass=1<br>Age=18.0<br>SHAP=-1.139\", \"None=Hansen, Mr. Henrik Juul<br>PassengerClass=3<br>Age=26.0<br>SHAP=0.085\", \"None=Calderhead, Mr. Edward Pennington<br>PassengerClass=1<br>Age=42.0<br>SHAP=-0.120\", \"None=Klaber, Mr. Herman<br>PassengerClass=1<br>Age=-999.0<br>SHAP=2.031\", \"None=Taylor, Mr. Elmer Zebley<br>PassengerClass=1<br>Age=48.0<br>SHAP=-1.636\", \"None=Larsson, Mr. August Viktor<br>PassengerClass=3<br>Age=29.0<br>SHAP=0.064\", \"None=Greenberg, Mr. Samuel<br>PassengerClass=2<br>Age=52.0<br>SHAP=0.405\", \"None=Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>PassengerClass=2<br>Age=27.0<br>SHAP=0.037\", \"None=McEvoy, Mr. Michael<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.030\", \"None=Johnson, Mr. Malkolm Joackim<br>PassengerClass=3<br>Age=33.0<br>SHAP=-0.406\", \"None=Gillespie, Mr. William Henry<br>PassengerClass=2<br>Age=34.0<br>SHAP=-1.090\", \"None=Allen, Miss. Elisabeth Walton<br>PassengerClass=1<br>Age=29.0<br>SHAP=-0.632\", \"None=Berriman, Mr. William John<br>PassengerClass=2<br>Age=23.0<br>SHAP=-0.233\", \"None=Troupiansky, Mr. Moses Aaron<br>PassengerClass=2<br>Age=23.0<br>SHAP=-0.233\", \"None=Williams, Mr. Leslie<br>PassengerClass=3<br>Age=28.5<br>SHAP=0.151\", \"None=Ivanoff, Mr. Kanio<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.142\", \"None=McNamee, Mr. Neal<br>PassengerClass=3<br>Age=24.0<br>SHAP=-0.187\", \"None=Connaghton, Mr. Michael<br>PassengerClass=3<br>Age=31.0<br>SHAP=0.147\", \"None=Carlsson, Mr. August Sigfrid<br>PassengerClass=3<br>Age=28.0<br>SHAP=0.151\", \"None=Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>PassengerClass=1<br>Age=33.0<br>SHAP=1.160\", \"None=Eklund, Mr. Hans Linus<br>PassengerClass=3<br>Age=16.0<br>SHAP=-0.434\", \"None=Hogeboom, Mrs. John C (Anna Andrews)<br>PassengerClass=1<br>Age=51.0<br>SHAP=-1.700\", \"None=Moran, Mr. Daniel J<br>PassengerClass=3<br>Age=-999.0<br>SHAP=0.094\", \"None=Lievens, Mr. Rene Aime<br>PassengerClass=3<br>Age=24.0<br>SHAP=-0.262\", \"None=Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>PassengerClass=1<br>Age=43.0<br>SHAP=-0.798\", \"None=Ayoub, Miss. Banoura<br>PassengerClass=3<br>Age=13.0<br>SHAP=0.527\", \"None=Dick, Mrs. Albert Adrian (Vera Gillespie)<br>PassengerClass=1<br>Age=17.0<br>SHAP=-0.377\", \"None=Johnston, Mr. Andrew G<br>PassengerClass=3<br>Age=-999.0<br>SHAP=-0.664\", \"None=Ali, Mr. William<br>PassengerClass=3<br>Age=25.0<br>SHAP=-0.118\", \"None=Sjoblom, Miss. Anna Sofia<br>PassengerClass=3<br>Age=18.0<br>SHAP=0.061\", \"None=Guggenheim, Mr. Benjamin<br>PassengerClass=1<br>Age=46.0<br>SHAP=1.928\", \"None=Leader, Dr. Alice (Farnham)<br>PassengerClass=1<br>Age=49.0<br>SHAP=-1.576\", \"None=Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>PassengerClass=2<br>Age=31.0<br>SHAP=-0.057\", \"None=Carter, Master. William Thornton II<br>PassengerClass=1<br>Age=11.0<br>SHAP=3.853\", \"None=Thomas, Master. 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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## partial dependence plots (pdp)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Plot average general partial dependence plot with ice lines for specific observations"
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  },
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   "cell_type": "code",
   "execution_count": 67,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:37.171033Z",
     "start_time": "2021-01-20T16:03:37.025081Z"
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       "                            \n",
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   "source": [
    "explainer.plot_pdp(\"Deck\")"
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  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### highlight pdp for specific observation"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:43.253871Z",
     "start_time": "2021-01-20T16:03:43.095628Z"
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   "source": [
    "name = test_names[17]\n",
    "print(name)\n",
    "explainer.plot_pdp(\"PassengerClass\", name)"
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  },
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   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### with default parameters:"
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  },
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   "execution_count": 70,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:45.742261Z",
     "start_time": "2021-01-20T16:03:45.581806Z"
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   },
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   "source": [
    "explainer.plot_pdp(\n",
    "    \"PassengerClass\", index=17, drop_na=True, sample=100, gridlines=100, gridpoints=10\n",
    ")"
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   "source": [
    "### adjusting parameters:\n",
    "\n",
    "- `drop_na=False` no longer drop values equal to self.na_fill (-999 by default)\n",
    "- `sample=200` sample 200 samples for calculating the average\n",
    "- `gridlines=10`  display 10 additional grid lines\n",
    "- `gridpoints=50` take 50 points along the x axis to calculate the lines"
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  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:47.886578Z",
     "start_time": "2021-01-20T16:03:47.561835Z"
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     "metadata": {},
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   ],
   "source": [
    "explainer.plot_pdp(\n",
    "    \"PassengerClass\", index=17, drop_na=False, sample=200, gridlines=10, gridpoints=50\n",
    ")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "## Regression validation plots:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 72,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:03:50.334315Z",
     "start_time": "2021-01-20T16:03:50.319247Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating predictions...\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'root_mean_squared_error': 26.86549079230947,\n",
       " 'mean_absolute_error': 12.4349403655276,\n",
       " 'R-squared': 0.5060120132123052}"
      ]
     },
     "execution_count": 72,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "explainer.metrics()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:04:01.912939Z",
     "start_time": "2021-01-20T16:04:01.894320Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating residuals...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
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       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th></th>\n",
       "      <th>Fare</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Predicted</td>\n",
       "      <td>18.776 $</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Observed</td>\n",
       "      <td>11.133 $</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Residual</td>\n",
       "      <td>-7.642 $</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
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      "text/plain": [
       "                  Fare\n",
       "0  Predicted  18.776 $\n",
       "1   Observed  11.133 $\n",
       "2   Residual  -7.642 $"
      ]
     },
     "execution_count": 73,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "explainer.prediction_result_df(test_names[3])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### predicted vs actual"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:04:05.870466Z",
     "start_time": "2021-01-20T16:04:05.854650Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "data": [
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         "text": [
          "Index: Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Observed: 71.28<br>Prediction: 111.90",
          "Index: Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Observed: 53.10<br>Prediction: 84.10",
          "Index: Palsson, Master. Gosta Leonard<br>Observed: 21.07<br>Prediction: 24.37",
          "Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Observed: 11.13<br>Prediction: 18.78",
          "Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Observed: 30.07<br>Prediction: 24.13",
          "Index: Saundercock, Mr. William Henry<br>Observed: 8.05<br>Prediction: 9.01",
          "Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Observed: 7.85<br>Prediction: 9.29",
          "Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Observed: 31.39<br>Prediction: 25.49",
          "Index: Glynn, Miss. Mary Agatha<br>Observed: 7.75<br>Prediction: 11.46",
          "Index: Meyer, Mr. Edgar Joseph<br>Observed: 82.17<br>Prediction: 69.22",
          "Index: Kraeff, Mr. Theodor<br>Observed: 7.90<br>Prediction: 9.30",
          "Index: Devaney, Miss. Margaret Delia<br>Observed: 7.88<br>Prediction: 10.96",
          "Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Observed: 17.80<br>Prediction: 13.12",
          "Index: Rugg, Miss. Emily<br>Observed: 10.50<br>Prediction: 14.20",
          "Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72",
          "Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98",
          "Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96",
          "Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14",
          "Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84",
          "Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08",
          "Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09",
          "Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01",
          "Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89",
          "Index: Petroff, Mr. Pastcho (\"Pentcho\")<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47",
          "Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07",
          "Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56",
          "Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01",
          "Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12",
          "Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01",
          "Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72",
          "Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44",
          "Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01",
          "Index: Ford, Miss. Robina Maggie \"Ruby\"<br>Observed: 34.38<br>Prediction: 24.43",
          "Index: Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Observed: 26.00<br>Prediction: 26.44",
          "Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20",
          "Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07",
          "Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64",
          "Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26",
          "Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44",
          "Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01",
          "Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61",
          "Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90",
          "Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43",
          "Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58",
          "Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56",
          "Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06",
          "Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74",
          "Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01",
          "Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07",
          "Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81",
          "Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44",
          "Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14",
          "Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44",
          "Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84",
          "Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07",
          "Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56",
          "Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30",
          "Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09",
          "Index: Healy, Miss. Hanora \"Nora\"<br>Observed: 7.75<br>Prediction: 11.46",
          "Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94",
          "Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11",
          "Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90",
          "Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96",
          "Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12",
          "Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14",
          "Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42",
          "Index: Williams, Mr. Howard Hugh \"Harry\"<br>Observed: 8.05<br>Prediction: 9.44",
          "Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32",
          "Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07",
          "Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92",
          "Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93",
          "Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07",
          "Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72",
          "Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01",
          "Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31",
          "Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54",
          "Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01",
          "Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47",
          "Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30",
          "Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24",
          "Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57",
          "Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02",
          "Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22",
          "Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01",
          "Index: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Observed: 26.00<br>Prediction: 14.20",
          "Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89",
          "Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55",
          "Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07",
          "Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01",
          "Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20",
          "Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99",
          "Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01",
          "Index: Frost, Mr. Anthony Wood \"Archie\"<br>Observed: 0.00<br>Prediction: 13.26",
          "Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18",
          "Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01",
          "Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44",
          "Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01",
          "Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30",
          "Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07",
          "Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01",
          "Index: Bradley, Mr. George (\"George Arthur Brayton\")<br>Observed: 26.55<br>Prediction: 46.34",
          "Index: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73",
          "Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30",
          "Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09",
          "Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60",
          "Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44",
          "Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23",
          "Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61",
          "Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60",
          "Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58",
          "Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30",
          "Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21",
          "Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98",
          "Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01",
          "Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43",
          "Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44",
          "Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99",
          "Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30",
          "Index: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Observed: 56.93<br>Prediction: 74.41",
          "Index: Homer, Mr. Harry (\"Mr E Haven\")<br>Observed: 26.55<br>Prediction: 132.87",
          "Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06",
          "Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05",
          "Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66",
          "Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64",
          "Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44",
          "Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30",
          "Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12",
          "Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12",
          "Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13",
          "Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07",
          "Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14",
          "Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44",
          "Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60",
          "Index: Hegarty, Miss. Hanora \"Nora\"<br>Observed: 6.75<br>Prediction: 9.01",
          "Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25",
          "Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07",
          "Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92",
          "Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49",
          "Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60",
          "Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45",
          "Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47",
          "Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31",
          "Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01",
          "Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07",
          "Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87",
          "Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12",
          "Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01",
          "Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88",
          "Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95",
          "Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09",
          "Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20",
          "Index: Troutt, Miss. Edwina Celia \"Winnie\"<br>Observed: 10.50<br>Prediction: 14.20",
          "Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30",
          "Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16",
          "Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13",
          "Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56",
          "Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12",
          "Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09",
          "Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56",
          "Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42",
          "Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01",
          "Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93",
          "Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77",
          "Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01",
          "Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14",
          "Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14",
          "Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64",
          "Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47",
          "Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01",
          "Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60",
          "Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52",
          "Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75",
          "Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92",
          "Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12",
          "Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56",
          "Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09",
          "Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14",
          "Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09",
          "Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77",
          "Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93",
          "Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78",
          "Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07",
          "Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32",
          "Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61",
          "Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75",
          "Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30",
          "Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11",
          "Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55",
          "Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01",
          "Index: Montvila, Rev. Juozas<br>Observed: 13.00<br>Prediction: 14.14"
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          20.25,
          20.525,
          21,
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          26,
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          27.7208,
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       "layout": {
        "hovermode": "closest",
        "plot_bgcolor": "#fff",
        "template": {
         "data": {
          "scatter": [
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            "type": "scatter"
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         }
        },
        "title": {
         "text": "Predicted Fare vs Observed Fare"
        },
        "xaxis": {
         "title": {
          "text": "Observed Fare ($)"
         }
        },
        "yaxis": {
         "title": {
          "text": "Predicted Fare ($)"
         }
        }
       }
      },
      "text/html": [
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Emily<br>Observed: 10.50<br>Prediction: 14.20\", \"Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72\", \"Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98\", \"Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96\", \"Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14\", \"Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84\", \"Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08\", \"Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09\", \"Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01\", \"Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89\", \"Index: Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Observed: 7.90<br>Prediction: 9.44\", \"Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47\", \"Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07\", \"Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56\", \"Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01\", \"Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12\", \"Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01\", \"Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72\", \"Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44\", \"Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01\", \"Index: Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Observed: 34.38<br>Prediction: 24.43\", \"Index: Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Observed: 26.00<br>Prediction: 26.44\", \"Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20\", \"Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07\", \"Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64\", \"Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26\", \"Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44\", \"Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01\", \"Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61\", \"Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90\", \"Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43\", \"Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58\", \"Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56\", \"Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06\", \"Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74\", \"Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01\", \"Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07\", \"Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44\", \"Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81\", \"Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44\", \"Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14\", \"Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44\", \"Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84\", \"Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07\", \"Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56\", \"Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30\", \"Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09\", \"Index: Healy, Miss. Hanora \\\"Nora\\\"<br>Observed: 7.75<br>Prediction: 11.46\", \"Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94\", \"Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11\", \"Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90\", \"Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96\", \"Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12\", \"Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14\", \"Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42\", \"Index: Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Observed: 8.05<br>Prediction: 9.44\", \"Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32\", \"Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07\", \"Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92\", \"Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44\", \"Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93\", \"Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07\", \"Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72\", \"Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01\", \"Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31\", \"Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54\", \"Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01\", \"Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44\", \"Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47\", \"Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30\", \"Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24\", \"Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57\", \"Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02\", \"Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22\", \"Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01\", \"Index: Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Observed: 26.00<br>Prediction: 14.20\", \"Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89\", \"Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55\", \"Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07\", \"Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01\", \"Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20\", \"Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99\", \"Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01\", \"Index: Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Observed: 0.00<br>Prediction: 13.26\", \"Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18\", \"Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01\", \"Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44\", \"Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01\", \"Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30\", \"Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07\", \"Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01\", \"Index: Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Observed: 26.55<br>Prediction: 46.34\", \"Index: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73\", \"Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30\", \"Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09\", \"Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60\", \"Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44\", \"Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23\", \"Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61\", \"Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60\", \"Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58\", \"Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30\", \"Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21\", \"Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98\", \"Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01\", \"Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43\", \"Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44\", \"Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99\", \"Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30\", \"Index: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Observed: 56.93<br>Prediction: 74.41\", \"Index: Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Observed: 26.55<br>Prediction: 132.87\", \"Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06\", \"Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05\", \"Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66\", \"Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64\", \"Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44\", \"Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30\", \"Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12\", \"Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12\", \"Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13\", \"Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07\", \"Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14\", \"Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44\", \"Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60\", \"Index: Hegarty, Miss. Hanora \\\"Nora\\\"<br>Observed: 6.75<br>Prediction: 9.01\", \"Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25\", \"Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07\", \"Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92\", \"Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49\", \"Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60\", \"Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45\", \"Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47\", \"Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31\", \"Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01\", \"Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07\", \"Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87\", \"Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12\", \"Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01\", \"Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88\", \"Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95\", \"Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09\", \"Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20\", \"Index: Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>Observed: 10.50<br>Prediction: 14.20\", \"Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30\", \"Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16\", \"Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13\", \"Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56\", \"Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44\", \"Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12\", \"Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09\", \"Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56\", \"Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42\", \"Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01\", \"Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93\", \"Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77\", \"Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01\", \"Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14\", \"Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14\", \"Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64\", \"Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47\", \"Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01\", \"Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60\", \"Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52\", \"Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75\", \"Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92\", \"Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12\", \"Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56\", \"Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09\", \"Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14\", \"Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09\", \"Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77\", \"Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93\", \"Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78\", \"Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07\", \"Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32\", \"Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61\", \"Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75\", \"Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30\", \"Index: Johnson, Master. 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          "Index: Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Observed: 71.28<br>Prediction: 111.90",
          "Index: Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Observed: 53.10<br>Prediction: 84.10",
          "Index: Palsson, Master. Gosta Leonard<br>Observed: 21.07<br>Prediction: 24.37",
          "Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Observed: 11.13<br>Prediction: 18.78",
          "Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Observed: 30.07<br>Prediction: 24.13",
          "Index: Saundercock, Mr. William Henry<br>Observed: 8.05<br>Prediction: 9.01",
          "Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Observed: 7.85<br>Prediction: 9.29",
          "Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Observed: 31.39<br>Prediction: 25.49",
          "Index: Glynn, Miss. Mary Agatha<br>Observed: 7.75<br>Prediction: 11.46",
          "Index: Meyer, Mr. Edgar Joseph<br>Observed: 82.17<br>Prediction: 69.22",
          "Index: Kraeff, Mr. Theodor<br>Observed: 7.90<br>Prediction: 9.30",
          "Index: Devaney, Miss. Margaret Delia<br>Observed: 7.88<br>Prediction: 10.96",
          "Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Observed: 17.80<br>Prediction: 13.12",
          "Index: Rugg, Miss. Emily<br>Observed: 10.50<br>Prediction: 14.20",
          "Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72",
          "Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98",
          "Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96",
          "Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14",
          "Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84",
          "Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08",
          "Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09",
          "Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01",
          "Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89",
          "Index: Petroff, Mr. Pastcho (\"Pentcho\")<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47",
          "Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07",
          "Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56",
          "Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01",
          "Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12",
          "Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01",
          "Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72",
          "Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44",
          "Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01",
          "Index: Ford, Miss. Robina Maggie \"Ruby\"<br>Observed: 34.38<br>Prediction: 24.43",
          "Index: Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Observed: 26.00<br>Prediction: 26.44",
          "Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20",
          "Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07",
          "Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64",
          "Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26",
          "Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44",
          "Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01",
          "Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61",
          "Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90",
          "Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43",
          "Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58",
          "Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56",
          "Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06",
          "Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74",
          "Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01",
          "Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07",
          "Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81",
          "Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44",
          "Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14",
          "Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44",
          "Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84",
          "Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07",
          "Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56",
          "Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30",
          "Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09",
          "Index: Healy, Miss. Hanora \"Nora\"<br>Observed: 7.75<br>Prediction: 11.46",
          "Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94",
          "Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11",
          "Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90",
          "Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96",
          "Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12",
          "Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14",
          "Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42",
          "Index: Williams, Mr. Howard Hugh \"Harry\"<br>Observed: 8.05<br>Prediction: 9.44",
          "Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32",
          "Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07",
          "Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92",
          "Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93",
          "Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07",
          "Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72",
          "Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01",
          "Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31",
          "Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54",
          "Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01",
          "Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47",
          "Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30",
          "Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24",
          "Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57",
          "Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02",
          "Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22",
          "Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01",
          "Index: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Observed: 26.00<br>Prediction: 14.20",
          "Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89",
          "Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55",
          "Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07",
          "Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01",
          "Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20",
          "Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99",
          "Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01",
          "Index: Frost, Mr. Anthony Wood \"Archie\"<br>Observed: 0.00<br>Prediction: 13.26",
          "Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18",
          "Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01",
          "Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44",
          "Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01",
          "Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30",
          "Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07",
          "Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01",
          "Index: Bradley, Mr. George (\"George Arthur Brayton\")<br>Observed: 26.55<br>Prediction: 46.34",
          "Index: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73",
          "Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30",
          "Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09",
          "Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60",
          "Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44",
          "Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23",
          "Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61",
          "Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60",
          "Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58",
          "Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30",
          "Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21",
          "Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98",
          "Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01",
          "Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43",
          "Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44",
          "Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99",
          "Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30",
          "Index: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Observed: 56.93<br>Prediction: 74.41",
          "Index: Homer, Mr. Harry (\"Mr E Haven\")<br>Observed: 26.55<br>Prediction: 132.87",
          "Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06",
          "Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05",
          "Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66",
          "Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64",
          "Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44",
          "Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30",
          "Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12",
          "Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12",
          "Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13",
          "Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07",
          "Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14",
          "Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44",
          "Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60",
          "Index: Hegarty, Miss. Hanora \"Nora\"<br>Observed: 6.75<br>Prediction: 9.01",
          "Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25",
          "Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07",
          "Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92",
          "Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49",
          "Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60",
          "Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45",
          "Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47",
          "Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31",
          "Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01",
          "Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07",
          "Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87",
          "Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12",
          "Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01",
          "Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88",
          "Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95",
          "Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09",
          "Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20",
          "Index: Troutt, Miss. Edwina Celia \"Winnie\"<br>Observed: 10.50<br>Prediction: 14.20",
          "Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30",
          "Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16",
          "Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13",
          "Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14",
          "Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56",
          "Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44",
          "Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12",
          "Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09",
          "Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56",
          "Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42",
          "Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01",
          "Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93",
          "Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77",
          "Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01",
          "Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14",
          "Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14",
          "Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64",
          "Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47",
          "Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01",
          "Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60",
          "Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52",
          "Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75",
          "Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92",
          "Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12",
          "Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56",
          "Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09",
          "Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14",
          "Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09",
          "Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77",
          "Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93",
          "Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78",
          "Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07",
          "Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32",
          "Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61",
          "Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75",
          "Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30",
          "Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11",
          "Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55",
          "Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01",
          "Index: Montvila, Rev. Juozas<br>Observed: 13.00<br>Prediction: 14.14"
         ],
         "type": "scattergl",
         "x": [
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Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43\", \"Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58\", \"Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56\", \"Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06\", \"Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74\", \"Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01\", \"Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07\", \"Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44\", \"Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81\", \"Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44\", \"Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14\", \"Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44\", \"Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84\", \"Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07\", \"Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56\", \"Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30\", \"Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09\", \"Index: Healy, Miss. Hanora \\\"Nora\\\"<br>Observed: 7.75<br>Prediction: 11.46\", \"Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94\", \"Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11\", \"Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90\", \"Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96\", \"Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12\", \"Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14\", \"Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42\", \"Index: Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Observed: 8.05<br>Prediction: 9.44\", \"Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32\", \"Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07\", \"Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92\", \"Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44\", \"Index: Burns, Miss. 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Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07\", \"Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01\", \"Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20\", \"Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99\", \"Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01\", \"Index: Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Observed: 0.00<br>Prediction: 13.26\", \"Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18\", \"Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01\", \"Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44\", \"Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01\", \"Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30\", \"Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07\", \"Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01\", \"Index: Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Observed: 26.55<br>Prediction: 46.34\", \"Index: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73\", \"Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30\", \"Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09\", \"Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60\", \"Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44\", \"Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23\", \"Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61\", \"Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60\", \"Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58\", \"Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30\", \"Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21\", \"Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98\", \"Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01\", \"Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43\", \"Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44\", \"Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99\", \"Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30\", \"Index: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Observed: 56.93<br>Prediction: 74.41\", \"Index: Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Observed: 26.55<br>Prediction: 132.87\", \"Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06\", \"Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05\", \"Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66\", \"Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64\", \"Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44\", \"Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30\", \"Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12\", \"Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12\", \"Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13\", \"Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07\", \"Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14\", \"Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44\", \"Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60\", \"Index: Hegarty, Miss. Hanora \\\"Nora\\\"<br>Observed: 6.75<br>Prediction: 9.01\", \"Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25\", \"Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07\", \"Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92\", \"Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49\", \"Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60\", \"Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45\", \"Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47\", \"Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31\", \"Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01\", \"Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07\", \"Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87\", \"Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12\", \"Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01\", \"Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88\", \"Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95\", \"Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09\", \"Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20\", \"Index: Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>Observed: 10.50<br>Prediction: 14.20\", \"Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30\", \"Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16\", \"Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13\", \"Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14\", \"Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56\", \"Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44\", \"Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12\", \"Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09\", \"Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56\", \"Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42\", \"Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01\", \"Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93\", \"Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77\", \"Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01\", \"Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14\", \"Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14\", \"Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64\", \"Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47\", \"Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01\", \"Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60\", \"Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52\", \"Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75\", \"Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92\", \"Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12\", \"Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56\", \"Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09\", \"Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14\", \"Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09\", \"Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77\", \"Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93\", \"Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78\", \"Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07\", \"Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32\", \"Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61\", \"Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75\", \"Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30\", \"Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11\", \"Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55\", \"Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01\", \"Index: Montvila, Rev. 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     "metadata": {},
     "output_type": "display_data"
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   ],
   "source": [
    "explainer.plot_predicted_vs_actual(log_x=True, log_y=True)"
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  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### plot residuals"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 76,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:04:12.293116Z",
     "start_time": "2021-01-20T16:04:12.277074Z"
    }
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plot.ly"
       },
       "data": [
        {
         "hoverinfo": "text",
         "mode": "markers",
         "name": "residuals (y-preds)",
         "text": [
          "Index: Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Observed: 71.28<br>Prediction: 111.90<br>Residual: -40.62",
          "Index: Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Observed: 53.10<br>Prediction: 84.10<br>Residual: -31.00",
          "Index: Palsson, Master. Gosta Leonard<br>Observed: 21.07<br>Prediction: 24.37<br>Residual: -3.29",
          "Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Observed: 11.13<br>Prediction: 18.78<br>Residual: -7.64",
          "Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Observed: 30.07<br>Prediction: 24.13<br>Residual: 5.94",
          "Index: Saundercock, Mr. William Henry<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Observed: 7.85<br>Prediction: 9.29<br>Residual: -1.43",
          "Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Observed: 31.39<br>Prediction: 25.49<br>Residual: 5.90",
          "Index: Glynn, Miss. Mary Agatha<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71",
          "Index: Meyer, Mr. Edgar Joseph<br>Observed: 82.17<br>Prediction: 69.22<br>Residual: 12.95",
          "Index: Kraeff, Mr. Theodor<br>Observed: 7.90<br>Prediction: 9.30<br>Residual: -1.40",
          "Index: Devaney, Miss. Margaret Delia<br>Observed: 7.88<br>Prediction: 10.96<br>Residual: -3.09",
          "Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Observed: 17.80<br>Prediction: 13.12<br>Residual: 4.68",
          "Index: Rugg, Miss. Emily<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70",
          "Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72<br>Residual: 23.75",
          "Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98<br>Residual: 1.92",
          "Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96<br>Residual: -10.29",
          "Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14<br>Residual: 59.36",
          "Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84<br>Residual: -5.34",
          "Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08<br>Residual: 11.30",
          "Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04",
          "Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01<br>Residual: -1.15",
          "Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89<br>Residual: 10.28",
          "Index: Petroff, Mr. Pastcho (\"Pentcho\")<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47<br>Residual: -11.18",
          "Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07<br>Residual: -1.17",
          "Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56<br>Residual: 9.59",
          "Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12<br>Residual: -3.30",
          "Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08",
          "Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72<br>Residual: -3.72",
          "Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01<br>Residual: 0.21",
          "Index: Ford, Miss. Robina Maggie \"Ruby\"<br>Observed: 34.38<br>Prediction: 24.43<br>Residual: 9.95",
          "Index: Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Observed: 26.00<br>Prediction: 26.44<br>Residual: -0.44",
          "Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20<br>Residual: -1.68",
          "Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02",
          "Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64<br>Residual: -2.54",
          "Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26<br>Residual: -51.26",
          "Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44<br>Residual: -1.94",
          "Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08",
          "Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61<br>Residual: -11.75",
          "Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90<br>Residual: 10.10",
          "Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43<br>Residual: -6.58",
          "Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58<br>Residual: -107.86",
          "Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56<br>Residual: -0.06",
          "Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06<br>Residual: 2.79",
          "Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74<br>Residual: -43.74",
          "Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96",
          "Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02",
          "Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81<br>Residual: 3.58",
          "Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89",
          "Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14<br>Residual: -1.87",
          "Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44<br>Residual: -2.19",
          "Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84<br>Residual: -18.29",
          "Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07<br>Residual: -39.87",
          "Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56<br>Residual: -5.56",
          "Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09<br>Residual: 3.30",
          "Index: Healy, Miss. Hanora \"Nora\"<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71",
          "Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94<br>Residual: 16.02",
          "Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11<br>Residual: 1.14",
          "Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90<br>Residual: -13.90",
          "Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96<br>Residual: -3.21",
          "Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12<br>Residual: -16.04",
          "Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14<br>Residual: -1.27",
          "Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42<br>Residual: -37.70",
          "Index: Williams, Mr. Howard Hugh \"Harry\"<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23",
          "Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07<br>Residual: -2.83",
          "Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92<br>Residual: 48.73",
          "Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93<br>Residual: 32.57",
          "Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07<br>Residual: -0.41",
          "Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72<br>Residual: 3.00",
          "Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31<br>Residual: -29.14",
          "Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54<br>Residual: 88.96",
          "Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23",
          "Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43",
          "Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30<br>Residual: -1.57",
          "Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24<br>Residual: -11.31",
          "Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57<br>Residual: -1.87",
          "Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02<br>Residual: -5.10",
          "Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22<br>Residual: -7.22",
          "Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01<br>Residual: -1.27",
          "Index: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Observed: 26.00<br>Prediction: 14.20<br>Residual: 11.80",
          "Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89<br>Residual: -1.64",
          "Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55<br>Residual: -4.43",
          "Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07<br>Residual: -14.57",
          "Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01<br>Residual: -12.46",
          "Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20",
          "Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99<br>Residual: -2.24",
          "Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01<br>Residual: -1.49",
          "Index: Frost, Mr. Anthony Wood \"Archie\"<br>Observed: 0.00<br>Prediction: 13.26<br>Residual: -13.26",
          "Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18<br>Residual: -55.10",
          "Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01<br>Residual: -1.76",
          "Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44<br>Residual: 5.66",
          "Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21",
          "Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30<br>Residual: -1.67",
          "Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07<br>Residual: 0.52",
          "Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01<br>Residual: 31.89",
          "Index: Bradley, Mr. George (\"George Arthur Brayton\")<br>Observed: 26.55<br>Prediction: 46.34<br>Residual: -19.79",
          "Index: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73<br>Residual: 1.27",
          "Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09<br>Residual: -0.43",
          "Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60<br>Residual: 0.65",
          "Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44<br>Residual: -8.89",
          "Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23<br>Residual: 0.77",
          "Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61<br>Residual: 0.92",
          "Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60<br>Residual: -3.83",
          "Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58<br>Residual: -16.93",
          "Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21<br>Residual: -4.71",
          "Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98<br>Residual: -56.50",
          "Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01<br>Residual: 5.49",
          "Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43<br>Residual: -42.30",
          "Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99<br>Residual: -12.24",
          "Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Observed: 56.93<br>Prediction: 74.41<br>Residual: -17.48",
          "Index: Homer, Mr. Harry (\"Mr E Haven\")<br>Observed: 26.55<br>Prediction: 132.87<br>Residual: -106.32",
          "Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06<br>Residual: 2.49",
          "Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05<br>Residual: -13.55",
          "Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66<br>Residual: 10.92",
          "Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64<br>Residual: 74.82",
          "Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44<br>Residual: -2.39",
          "Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98",
          "Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12<br>Residual: 1.33",
          "Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13<br>Residual: -1.23",
          "Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07<br>Residual: -2.01",
          "Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14<br>Residual: -136.64",
          "Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89",
          "Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60<br>Residual: -4.05",
          "Index: Hegarty, Miss. Hanora \"Nora\"<br>Observed: 6.75<br>Prediction: 9.01<br>Residual: -2.26",
          "Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25<br>Residual: -10.66",
          "Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07<br>Residual: -1.57",
          "Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92<br>Residual: 12.08",
          "Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49<br>Residual: 5.51",
          "Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60<br>Residual: -1.76",
          "Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45<br>Residual: 15.28",
          "Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43",
          "Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31<br>Residual: 12.38",
          "Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21",
          "Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07<br>Residual: -1.42",
          "Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87<br>Residual: 136.65",
          "Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12<br>Residual: -5.27",
          "Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01<br>Residual: -12.72",
          "Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88<br>Residual: -32.33",
          "Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95<br>Residual: -7.95",
          "Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09<br>Residual: 0.39",
          "Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20",
          "Index: Troutt, Miss. Edwina Celia \"Winnie\"<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70",
          "Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30<br>Residual: 6.20",
          "Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16<br>Residual: -1.38",
          "Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13<br>Residual: 134.21",
          "Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56<br>Residual: 6.54",
          "Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98",
          "Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09<br>Residual: -1.34",
          "Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56<br>Residual: -1.76",
          "Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42<br>Residual: 10.08",
          "Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23",
          "Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93<br>Residual: 16.03",
          "Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77<br>Residual: 10.38",
          "Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01<br>Residual: 0.49",
          "Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14<br>Residual: 107.20",
          "Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14<br>Residual: -3.91",
          "Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64<br>Residual: -19.64",
          "Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47<br>Residual: 0.98",
          "Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96",
          "Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60<br>Residual: -4.11",
          "Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52<br>Residual: -41.32",
          "Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75<br>Residual: -34.82",
          "Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92<br>Residual: -0.67",
          "Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12<br>Residual: -31.12",
          "Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56<br>Residual: -9.04",
          "Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09<br>Residual: -1.32",
          "Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14<br>Residual: -3.64",
          "Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04",
          "Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77<br>Residual: -4.02",
          "Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93<br>Residual: -8.18",
          "Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78<br>Residual: -5.28",
          "Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07<br>Residual: -2.63",
          "Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23",
          "Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61<br>Residual: -4.36",
          "Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75<br>Residual: -8.40",
          "Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11<br>Residual: -7.98",
          "Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55<br>Residual: -31.55",
          "Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01<br>Residual: 0.84",
          "Index: Montvila, Rev. Juozas<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14"
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        "title": {
         "text": "Residuals vs predicted Fare"
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        "xaxis": {
         "title": {
          "text": "Predicted Fare ($)"
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        "yaxis": {
         "title": {
          "text": "residuals (y-preds)"
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Gosta Leonard<br>Observed: 21.07<br>Prediction: 24.37<br>Residual: -3.29\", \"Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Observed: 11.13<br>Prediction: 18.78<br>Residual: -7.64\", \"Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Observed: 30.07<br>Prediction: 24.13<br>Residual: 5.94\", \"Index: Saundercock, Mr. William Henry<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Observed: 7.85<br>Prediction: 9.29<br>Residual: -1.43\", \"Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Observed: 31.39<br>Prediction: 25.49<br>Residual: 5.90\", \"Index: Glynn, Miss. Mary Agatha<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71\", \"Index: Meyer, Mr. Edgar Joseph<br>Observed: 82.17<br>Prediction: 69.22<br>Residual: 12.95\", \"Index: Kraeff, Mr. Theodor<br>Observed: 7.90<br>Prediction: 9.30<br>Residual: -1.40\", \"Index: Devaney, Miss. Margaret Delia<br>Observed: 7.88<br>Prediction: 10.96<br>Residual: -3.09\", \"Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Observed: 17.80<br>Prediction: 13.12<br>Residual: 4.68\", \"Index: Rugg, Miss. Emily<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70\", \"Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72<br>Residual: 23.75\", \"Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98<br>Residual: 1.92\", \"Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96<br>Residual: -10.29\", \"Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14<br>Residual: 59.36\", \"Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84<br>Residual: -5.34\", \"Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08<br>Residual: 11.30\", \"Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04\", \"Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01<br>Residual: -1.15\", \"Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89<br>Residual: 10.28\", \"Index: Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47<br>Residual: -11.18\", \"Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07<br>Residual: -1.17\", \"Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56<br>Residual: 9.59\", \"Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12<br>Residual: -3.30\", \"Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08\", \"Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72<br>Residual: -3.72\", \"Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01<br>Residual: 0.21\", \"Index: Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Observed: 34.38<br>Prediction: 24.43<br>Residual: 9.95\", \"Index: Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Observed: 26.00<br>Prediction: 26.44<br>Residual: -0.44\", \"Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20<br>Residual: -1.68\", \"Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02\", \"Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64<br>Residual: -2.54\", \"Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26<br>Residual: -51.26\", \"Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44<br>Residual: -1.94\", \"Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08\", \"Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61<br>Residual: -11.75\", \"Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90<br>Residual: 10.10\", \"Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43<br>Residual: -6.58\", \"Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58<br>Residual: -107.86\", \"Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56<br>Residual: -0.06\", \"Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06<br>Residual: 2.79\", \"Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74<br>Residual: -43.74\", \"Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96\", \"Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02\", \"Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81<br>Residual: 3.58\", \"Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89\", \"Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14<br>Residual: -1.87\", \"Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44<br>Residual: -2.19\", \"Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84<br>Residual: -18.29\", \"Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07<br>Residual: -39.87\", \"Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56<br>Residual: -5.56\", \"Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09<br>Residual: 3.30\", \"Index: Healy, Miss. Hanora \\\"Nora\\\"<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71\", \"Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94<br>Residual: 16.02\", \"Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11<br>Residual: 1.14\", \"Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90<br>Residual: -13.90\", \"Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96<br>Residual: -3.21\", \"Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12<br>Residual: -16.04\", \"Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14<br>Residual: -1.27\", \"Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42<br>Residual: -37.70\", \"Index: Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23\", \"Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07<br>Residual: -2.83\", \"Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92<br>Residual: 48.73\", \"Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93<br>Residual: 32.57\", \"Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07<br>Residual: -0.41\", \"Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72<br>Residual: 3.00\", \"Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31<br>Residual: -29.14\", \"Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54<br>Residual: 88.96\", \"Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23\", \"Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43\", \"Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30<br>Residual: -1.57\", \"Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24<br>Residual: -11.31\", \"Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57<br>Residual: -1.87\", \"Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02<br>Residual: -5.10\", \"Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22<br>Residual: -7.22\", \"Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01<br>Residual: -1.27\", \"Index: Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Observed: 26.00<br>Prediction: 14.20<br>Residual: 11.80\", \"Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89<br>Residual: -1.64\", \"Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55<br>Residual: -4.43\", \"Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07<br>Residual: -14.57\", \"Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01<br>Residual: -12.46\", \"Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20\", \"Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99<br>Residual: -2.24\", \"Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01<br>Residual: -1.49\", \"Index: Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Observed: 0.00<br>Prediction: 13.26<br>Residual: -13.26\", \"Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18<br>Residual: -55.10\", \"Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01<br>Residual: -1.76\", \"Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44<br>Residual: 5.66\", \"Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21\", \"Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30<br>Residual: -1.67\", \"Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07<br>Residual: 0.52\", \"Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01<br>Residual: 31.89\", \"Index: Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Observed: 26.55<br>Prediction: 46.34<br>Residual: -19.79\", \"Index: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73<br>Residual: 1.27\", \"Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09<br>Residual: -0.43\", \"Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60<br>Residual: 0.65\", \"Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44<br>Residual: -8.89\", \"Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23<br>Residual: 0.77\", \"Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61<br>Residual: 0.92\", \"Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60<br>Residual: -3.83\", \"Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58<br>Residual: -16.93\", \"Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21<br>Residual: -4.71\", \"Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98<br>Residual: -56.50\", \"Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01<br>Residual: 5.49\", \"Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43<br>Residual: -42.30\", \"Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99<br>Residual: -12.24\", \"Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Observed: 56.93<br>Prediction: 74.41<br>Residual: -17.48\", \"Index: Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Observed: 26.55<br>Prediction: 132.87<br>Residual: -106.32\", \"Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06<br>Residual: 2.49\", \"Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05<br>Residual: -13.55\", \"Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66<br>Residual: 10.92\", \"Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64<br>Residual: 74.82\", \"Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44<br>Residual: -2.39\", \"Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98\", \"Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12<br>Residual: 1.33\", \"Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13<br>Residual: -1.23\", \"Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07<br>Residual: -2.01\", \"Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14<br>Residual: -136.64\", \"Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89\", \"Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60<br>Residual: -4.05\", \"Index: Hegarty, Miss. Hanora \\\"Nora\\\"<br>Observed: 6.75<br>Prediction: 9.01<br>Residual: -2.26\", \"Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25<br>Residual: -10.66\", \"Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07<br>Residual: -1.57\", \"Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92<br>Residual: 12.08\", \"Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49<br>Residual: 5.51\", \"Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60<br>Residual: -1.76\", \"Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45<br>Residual: 15.28\", \"Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43\", \"Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31<br>Residual: 12.38\", \"Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21\", \"Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07<br>Residual: -1.42\", \"Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87<br>Residual: 136.65\", \"Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12<br>Residual: -5.27\", \"Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01<br>Residual: -12.72\", \"Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88<br>Residual: -32.33\", \"Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95<br>Residual: -7.95\", \"Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09<br>Residual: 0.39\", \"Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20\", \"Index: Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70\", \"Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30<br>Residual: 6.20\", \"Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16<br>Residual: -1.38\", \"Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13<br>Residual: 134.21\", \"Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56<br>Residual: 6.54\", \"Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98\", \"Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09<br>Residual: -1.34\", \"Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56<br>Residual: -1.76\", \"Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42<br>Residual: 10.08\", \"Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23\", \"Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93<br>Residual: 16.03\", \"Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77<br>Residual: 10.38\", \"Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01<br>Residual: 0.49\", \"Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14<br>Residual: 107.20\", \"Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14<br>Residual: -3.91\", \"Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64<br>Residual: -19.64\", \"Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47<br>Residual: 0.98\", \"Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96\", \"Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60<br>Residual: -4.11\", \"Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52<br>Residual: -41.32\", \"Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75<br>Residual: -34.82\", \"Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92<br>Residual: -0.67\", \"Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12<br>Residual: -31.12\", \"Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56<br>Residual: -9.04\", \"Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09<br>Residual: -1.32\", \"Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14<br>Residual: -3.64\", \"Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04\", \"Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77<br>Residual: -4.02\", \"Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93<br>Residual: -8.18\", \"Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78<br>Residual: -5.28\", \"Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07<br>Residual: -2.63\", \"Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23\", \"Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61<br>Residual: -4.36\", \"Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75<br>Residual: -8.40\", \"Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11<br>Residual: -7.98\", \"Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55<br>Residual: -31.55\", \"Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01<br>Residual: 0.84\", \"Index: Montvila, Rev. Juozas<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\"], \"type\": \"scattergl\", \"x\": [111.90087359539571, 84.09742220770202, 24.369916464093386, 18.775562271086628, 24.130275177894813, 9.006814770944379, 9.28827992323908, 25.48883213144731, 11.455742315342409, 69.22059030242052, 9.2950846397192, 10.96427182306066, 13.12398985411239, 14.201714669987096, 59.72036826916695, 25.976592460880603, 18.95685918221574, 14.144990184656542, 15.837900274270362, 23.075119737017157, 9.092362015016242, 9.006814770944379, 50.891091484081926, 9.435221050433485, 88.47102333995335, 9.067622778208255, 14.562097748510903, 9.006814770944379, 13.12398985411239, 9.006814770944379, 24.71654901772773, 9.435221050433485, 9.006814770944379, 24.426653325437925, 26.441953376846804, 14.20143302151831, 9.067622778208255, 18.640751733033024, 106.25755972150357, 35.44077168987099, 9.006814770944379, 19.60607379240498, 39.90341762917515, 14.430104440539147, 135.57689474731086, 9.55762547126715, 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          "Index: Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Observed: 71.28<br>Prediction: 111.90<br>Residual: -40.62",
          "Index: Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Observed: 53.10<br>Prediction: 84.10<br>Residual: -31.00",
          "Index: Palsson, Master. Gosta Leonard<br>Observed: 21.07<br>Prediction: 24.37<br>Residual: -3.29",
          "Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Observed: 11.13<br>Prediction: 18.78<br>Residual: -7.64",
          "Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Observed: 30.07<br>Prediction: 24.13<br>Residual: 5.94",
          "Index: Saundercock, Mr. William Henry<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Observed: 7.85<br>Prediction: 9.29<br>Residual: -1.43",
          "Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Observed: 31.39<br>Prediction: 25.49<br>Residual: 5.90",
          "Index: Glynn, Miss. Mary Agatha<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71",
          "Index: Meyer, Mr. Edgar Joseph<br>Observed: 82.17<br>Prediction: 69.22<br>Residual: 12.95",
          "Index: Kraeff, Mr. Theodor<br>Observed: 7.90<br>Prediction: 9.30<br>Residual: -1.40",
          "Index: Devaney, Miss. Margaret Delia<br>Observed: 7.88<br>Prediction: 10.96<br>Residual: -3.09",
          "Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Observed: 17.80<br>Prediction: 13.12<br>Residual: 4.68",
          "Index: Rugg, Miss. Emily<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70",
          "Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72<br>Residual: 23.75",
          "Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98<br>Residual: 1.92",
          "Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96<br>Residual: -10.29",
          "Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14<br>Residual: 59.36",
          "Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84<br>Residual: -5.34",
          "Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08<br>Residual: 11.30",
          "Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04",
          "Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01<br>Residual: -1.15",
          "Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89<br>Residual: 10.28",
          "Index: Petroff, Mr. Pastcho (\"Pentcho\")<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47<br>Residual: -11.18",
          "Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07<br>Residual: -1.17",
          "Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56<br>Residual: 9.59",
          "Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12<br>Residual: -3.30",
          "Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08",
          "Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72<br>Residual: -3.72",
          "Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01<br>Residual: 0.21",
          "Index: Ford, Miss. Robina Maggie \"Ruby\"<br>Observed: 34.38<br>Prediction: 24.43<br>Residual: 9.95",
          "Index: Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Observed: 26.00<br>Prediction: 26.44<br>Residual: -0.44",
          "Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20<br>Residual: -1.68",
          "Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02",
          "Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64<br>Residual: -2.54",
          "Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26<br>Residual: -51.26",
          "Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44<br>Residual: -1.94",
          "Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08",
          "Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61<br>Residual: -11.75",
          "Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90<br>Residual: 10.10",
          "Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43<br>Residual: -6.58",
          "Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58<br>Residual: -107.86",
          "Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56<br>Residual: -0.06",
          "Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06<br>Residual: 2.79",
          "Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74<br>Residual: -43.74",
          "Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96",
          "Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02",
          "Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81<br>Residual: 3.58",
          "Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89",
          "Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14<br>Residual: -1.87",
          "Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44<br>Residual: -2.19",
          "Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84<br>Residual: -18.29",
          "Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07<br>Residual: -39.87",
          "Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56<br>Residual: -5.56",
          "Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09<br>Residual: 3.30",
          "Index: Healy, Miss. Hanora \"Nora\"<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71",
          "Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94<br>Residual: 16.02",
          "Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11<br>Residual: 1.14",
          "Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90<br>Residual: -13.90",
          "Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96<br>Residual: -3.21",
          "Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12<br>Residual: -16.04",
          "Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14<br>Residual: -1.27",
          "Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42<br>Residual: -37.70",
          "Index: Williams, Mr. Howard Hugh \"Harry\"<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23",
          "Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07<br>Residual: -2.83",
          "Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92<br>Residual: 48.73",
          "Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93<br>Residual: 32.57",
          "Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07<br>Residual: -0.41",
          "Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72<br>Residual: 3.00",
          "Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31<br>Residual: -29.14",
          "Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54<br>Residual: 88.96",
          "Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23",
          "Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43",
          "Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30<br>Residual: -1.57",
          "Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24<br>Residual: -11.31",
          "Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57<br>Residual: -1.87",
          "Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02<br>Residual: -5.10",
          "Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22<br>Residual: -7.22",
          "Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01<br>Residual: -1.27",
          "Index: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Observed: 26.00<br>Prediction: 14.20<br>Residual: 11.80",
          "Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89<br>Residual: -1.64",
          "Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55<br>Residual: -4.43",
          "Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07<br>Residual: -14.57",
          "Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01<br>Residual: -12.46",
          "Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20",
          "Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99<br>Residual: -2.24",
          "Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01<br>Residual: -1.49",
          "Index: Frost, Mr. Anthony Wood \"Archie\"<br>Observed: 0.00<br>Prediction: 13.26<br>Residual: -13.26",
          "Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18<br>Residual: -55.10",
          "Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01<br>Residual: -1.76",
          "Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44<br>Residual: 5.66",
          "Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21",
          "Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30<br>Residual: -1.67",
          "Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07<br>Residual: 0.52",
          "Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01<br>Residual: 31.89",
          "Index: Bradley, Mr. George (\"George Arthur Brayton\")<br>Observed: 26.55<br>Prediction: 46.34<br>Residual: -19.79",
          "Index: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73<br>Residual: 1.27",
          "Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09<br>Residual: -0.43",
          "Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60<br>Residual: 0.65",
          "Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44<br>Residual: -8.89",
          "Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23<br>Residual: 0.77",
          "Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61<br>Residual: 0.92",
          "Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60<br>Residual: -3.83",
          "Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58<br>Residual: -16.93",
          "Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21<br>Residual: -4.71",
          "Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98<br>Residual: -56.50",
          "Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01<br>Residual: 5.49",
          "Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43<br>Residual: -42.30",
          "Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99<br>Residual: -12.24",
          "Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Observed: 56.93<br>Prediction: 74.41<br>Residual: -17.48",
          "Index: Homer, Mr. Harry (\"Mr E Haven\")<br>Observed: 26.55<br>Prediction: 132.87<br>Residual: -106.32",
          "Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06<br>Residual: 2.49",
          "Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05<br>Residual: -13.55",
          "Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66<br>Residual: 10.92",
          "Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64<br>Residual: 74.82",
          "Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44<br>Residual: -2.39",
          "Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98",
          "Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12<br>Residual: 1.33",
          "Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13<br>Residual: -1.23",
          "Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07<br>Residual: -2.01",
          "Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14<br>Residual: -136.64",
          "Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89",
          "Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60<br>Residual: -4.05",
          "Index: Hegarty, Miss. Hanora \"Nora\"<br>Observed: 6.75<br>Prediction: 9.01<br>Residual: -2.26",
          "Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25<br>Residual: -10.66",
          "Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07<br>Residual: -1.57",
          "Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92<br>Residual: 12.08",
          "Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49<br>Residual: 5.51",
          "Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60<br>Residual: -1.76",
          "Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45<br>Residual: 15.28",
          "Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43",
          "Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31<br>Residual: 12.38",
          "Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21",
          "Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07<br>Residual: -1.42",
          "Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87<br>Residual: 136.65",
          "Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12<br>Residual: -5.27",
          "Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01<br>Residual: -12.72",
          "Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88<br>Residual: -32.33",
          "Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95<br>Residual: -7.95",
          "Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09<br>Residual: 0.39",
          "Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20",
          "Index: Troutt, Miss. Edwina Celia \"Winnie\"<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70",
          "Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30<br>Residual: 6.20",
          "Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16<br>Residual: -1.38",
          "Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13<br>Residual: 134.21",
          "Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56<br>Residual: 6.54",
          "Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98",
          "Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09<br>Residual: -1.34",
          "Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56<br>Residual: -1.76",
          "Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42<br>Residual: 10.08",
          "Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23",
          "Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93<br>Residual: 16.03",
          "Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77<br>Residual: 10.38",
          "Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01<br>Residual: 0.49",
          "Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14<br>Residual: 107.20",
          "Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14<br>Residual: -3.91",
          "Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64<br>Residual: -19.64",
          "Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47<br>Residual: 0.98",
          "Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96",
          "Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60<br>Residual: -4.11",
          "Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52<br>Residual: -41.32",
          "Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75<br>Residual: -34.82",
          "Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92<br>Residual: -0.67",
          "Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12<br>Residual: -31.12",
          "Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56<br>Residual: -9.04",
          "Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09<br>Residual: -1.32",
          "Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14<br>Residual: -3.64",
          "Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04",
          "Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77<br>Residual: -4.02",
          "Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93<br>Residual: -8.18",
          "Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78<br>Residual: -5.28",
          "Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07<br>Residual: -2.63",
          "Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23",
          "Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61<br>Residual: -4.36",
          "Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75<br>Residual: -8.40",
          "Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11<br>Residual: -7.98",
          "Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55<br>Residual: -31.55",
          "Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01<br>Residual: 0.84",
          "Index: Montvila, Rev. Juozas<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14"
         ],
         "type": "scattergl",
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Gosta Leonard<br>Observed: 21.07<br>Prediction: 24.37<br>Residual: -3.29\", \"Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Observed: 11.13<br>Prediction: 18.78<br>Residual: -7.64\", \"Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Observed: 30.07<br>Prediction: 24.13<br>Residual: 5.94\", \"Index: Saundercock, Mr. William Henry<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Observed: 7.85<br>Prediction: 9.29<br>Residual: -1.43\", \"Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Observed: 31.39<br>Prediction: 25.49<br>Residual: 5.90\", \"Index: Glynn, Miss. Mary Agatha<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71\", \"Index: Meyer, Mr. Edgar Joseph<br>Observed: 82.17<br>Prediction: 69.22<br>Residual: 12.95\", \"Index: Kraeff, Mr. Theodor<br>Observed: 7.90<br>Prediction: 9.30<br>Residual: -1.40\", \"Index: Devaney, Miss. Margaret Delia<br>Observed: 7.88<br>Prediction: 10.96<br>Residual: -3.09\", \"Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Observed: 17.80<br>Prediction: 13.12<br>Residual: 4.68\", \"Index: Rugg, Miss. Emily<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70\", \"Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72<br>Residual: 23.75\", \"Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98<br>Residual: 1.92\", \"Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96<br>Residual: -10.29\", \"Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14<br>Residual: 59.36\", \"Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84<br>Residual: -5.34\", \"Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08<br>Residual: 11.30\", \"Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04\", \"Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01<br>Residual: -1.15\", \"Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89<br>Residual: 10.28\", \"Index: Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47<br>Residual: -11.18\", \"Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07<br>Residual: -1.17\", \"Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56<br>Residual: 9.59\", \"Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12<br>Residual: -3.30\", \"Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08\", \"Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72<br>Residual: -3.72\", \"Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01<br>Residual: 0.21\", \"Index: Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Observed: 34.38<br>Prediction: 24.43<br>Residual: 9.95\", \"Index: Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Observed: 26.00<br>Prediction: 26.44<br>Residual: -0.44\", \"Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20<br>Residual: -1.68\", \"Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02\", \"Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64<br>Residual: -2.54\", \"Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26<br>Residual: -51.26\", \"Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44<br>Residual: -1.94\", \"Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08\", \"Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61<br>Residual: -11.75\", \"Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90<br>Residual: 10.10\", \"Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43<br>Residual: -6.58\", \"Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58<br>Residual: -107.86\", \"Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56<br>Residual: -0.06\", \"Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06<br>Residual: 2.79\", \"Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74<br>Residual: -43.74\", \"Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96\", \"Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02\", \"Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81<br>Residual: 3.58\", \"Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89\", \"Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14<br>Residual: -1.87\", \"Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44<br>Residual: -2.19\", \"Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84<br>Residual: -18.29\", \"Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07<br>Residual: -39.87\", \"Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56<br>Residual: -5.56\", \"Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09<br>Residual: 3.30\", \"Index: Healy, Miss. Hanora \\\"Nora\\\"<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71\", \"Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94<br>Residual: 16.02\", \"Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11<br>Residual: 1.14\", \"Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90<br>Residual: -13.90\", \"Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96<br>Residual: -3.21\", \"Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12<br>Residual: -16.04\", \"Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14<br>Residual: -1.27\", \"Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42<br>Residual: -37.70\", \"Index: Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23\", \"Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07<br>Residual: -2.83\", \"Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92<br>Residual: 48.73\", \"Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93<br>Residual: 32.57\", \"Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07<br>Residual: -0.41\", \"Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72<br>Residual: 3.00\", \"Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31<br>Residual: -29.14\", \"Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54<br>Residual: 88.96\", \"Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23\", \"Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43\", \"Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30<br>Residual: -1.57\", \"Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24<br>Residual: -11.31\", \"Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57<br>Residual: -1.87\", \"Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02<br>Residual: -5.10\", \"Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22<br>Residual: -7.22\", \"Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01<br>Residual: -1.27\", \"Index: Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Observed: 26.00<br>Prediction: 14.20<br>Residual: 11.80\", \"Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89<br>Residual: -1.64\", \"Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55<br>Residual: -4.43\", \"Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07<br>Residual: -14.57\", \"Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01<br>Residual: -12.46\", \"Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20\", \"Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99<br>Residual: -2.24\", \"Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01<br>Residual: -1.49\", \"Index: Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Observed: 0.00<br>Prediction: 13.26<br>Residual: -13.26\", \"Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18<br>Residual: -55.10\", \"Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01<br>Residual: -1.76\", \"Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44<br>Residual: 5.66\", \"Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21\", \"Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30<br>Residual: -1.67\", \"Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07<br>Residual: 0.52\", \"Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01<br>Residual: 31.89\", \"Index: Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Observed: 26.55<br>Prediction: 46.34<br>Residual: -19.79\", \"Index: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73<br>Residual: 1.27\", \"Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09<br>Residual: -0.43\", \"Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60<br>Residual: 0.65\", \"Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44<br>Residual: -8.89\", \"Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23<br>Residual: 0.77\", \"Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61<br>Residual: 0.92\", \"Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60<br>Residual: -3.83\", \"Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58<br>Residual: -16.93\", \"Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21<br>Residual: -4.71\", \"Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98<br>Residual: -56.50\", \"Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01<br>Residual: 5.49\", \"Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43<br>Residual: -42.30\", \"Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99<br>Residual: -12.24\", \"Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Observed: 56.93<br>Prediction: 74.41<br>Residual: -17.48\", \"Index: Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Observed: 26.55<br>Prediction: 132.87<br>Residual: -106.32\", \"Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06<br>Residual: 2.49\", \"Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05<br>Residual: -13.55\", \"Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66<br>Residual: 10.92\", \"Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64<br>Residual: 74.82\", \"Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44<br>Residual: -2.39\", \"Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98\", \"Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12<br>Residual: 1.33\", \"Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13<br>Residual: -1.23\", \"Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07<br>Residual: -2.01\", \"Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14<br>Residual: -136.64\", \"Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89\", \"Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60<br>Residual: -4.05\", \"Index: Hegarty, Miss. Hanora \\\"Nora\\\"<br>Observed: 6.75<br>Prediction: 9.01<br>Residual: -2.26\", \"Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25<br>Residual: -10.66\", \"Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07<br>Residual: -1.57\", \"Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92<br>Residual: 12.08\", \"Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49<br>Residual: 5.51\", \"Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60<br>Residual: -1.76\", \"Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45<br>Residual: 15.28\", \"Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43\", \"Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31<br>Residual: 12.38\", \"Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21\", \"Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07<br>Residual: -1.42\", \"Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87<br>Residual: 136.65\", \"Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12<br>Residual: -5.27\", \"Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01<br>Residual: -12.72\", \"Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88<br>Residual: -32.33\", \"Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95<br>Residual: -7.95\", \"Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09<br>Residual: 0.39\", \"Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20\", \"Index: Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70\", \"Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30<br>Residual: 6.20\", \"Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16<br>Residual: -1.38\", \"Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13<br>Residual: 134.21\", \"Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56<br>Residual: 6.54\", \"Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98\", \"Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09<br>Residual: -1.34\", \"Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56<br>Residual: -1.76\", \"Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42<br>Residual: 10.08\", \"Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23\", \"Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93<br>Residual: 16.03\", \"Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77<br>Residual: 10.38\", \"Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01<br>Residual: 0.49\", \"Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14<br>Residual: 107.20\", \"Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14<br>Residual: -3.91\", \"Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64<br>Residual: -19.64\", \"Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47<br>Residual: 0.98\", \"Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96\", \"Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60<br>Residual: -4.11\", \"Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52<br>Residual: -41.32\", \"Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75<br>Residual: -34.82\", \"Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92<br>Residual: -0.67\", \"Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12<br>Residual: -31.12\", \"Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56<br>Residual: -9.04\", \"Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09<br>Residual: -1.32\", \"Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14<br>Residual: -3.64\", \"Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04\", \"Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77<br>Residual: -4.02\", \"Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93<br>Residual: -8.18\", \"Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78<br>Residual: -5.28\", \"Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07<br>Residual: -2.63\", \"Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23\", \"Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61<br>Residual: -4.36\", \"Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75<br>Residual: -8.40\", \"Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11<br>Residual: -7.98\", \"Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55<br>Residual: -31.55\", \"Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01<br>Residual: 0.84\", \"Index: Montvila, Rev. Juozas<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\"], \"type\": \"scattergl\", \"x\": [71.2833, 53.1, 21.075, 11.1333, 30.0708, 8.05, 7.8542, 31.3875, 7.75, 82.1708, 7.8958, 7.8792, 17.8, 10.5, 83.475, 27.9, 8.6625, 73.5, 10.5, 34.375, 8.05, 7.8542, 61.175, 7.8958, 77.2875, 7.8958, 24.15, 8.05, 9.825, 7.925, 21.0, 8.05, 9.2167, 34.375, 26.0, 12.525, 8.05, 16.1, 55.0, 33.5, 7.925, 7.8542, 50.0, 7.8542, 27.7208, 9.5, 15.85, 31.0, 7.05, 8.05, 7.8958, 31.3875, 7.55, 12.275, 7.25, 26.55, 79.2, 26.0, 7.75, 31.3875, 7.75, 77.9583, 20.25, 26.0, 7.75, 91.0792, 12.875, 27.7208, 8.05, 69.55, 6.2375, 133.65, 7.8958, 134.5, 8.6625, 27.7208, 8.05, 82.1708, 211.5, 7.775, 7.8958, 46.9, 7.7292, 7.925, 16.7, 7.925, 90.0, 13.0, 7.7333, 26.0, 26.25, 8.1125, 30.5, 26.55, 13.0, 27.75, 7.5208, 0.0, 91.0792, 7.25, 15.1, 7.7958, 7.6292, 9.5875, 108.9, 26.55, 26.0, 7.2292, 8.6625, 26.25, 26.55, 26.0, 20.525, 7.775, 79.65, 7.75, 10.5, 51.4792, 14.5, 40.125, 8.05, 7.75, 7.225, 56.9292, 26.55, 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     "text": [
      "/Users/oege/projects/explainerdashboard/venv/lib/python3.8/site-packages/pandas/core/arraylike.py:274: RuntimeWarning:\n",
      "\n",
      "divide by zero encountered in log\n",
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          "Index: Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Observed: 71.28<br>Prediction: 111.90<br>Residual: -40.62",
          "Index: Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Observed: 53.10<br>Prediction: 84.10<br>Residual: -31.00",
          "Index: Palsson, Master. Gosta Leonard<br>Observed: 21.07<br>Prediction: 24.37<br>Residual: -3.29",
          "Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Observed: 11.13<br>Prediction: 18.78<br>Residual: -7.64",
          "Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Observed: 30.07<br>Prediction: 24.13<br>Residual: 5.94",
          "Index: Saundercock, Mr. William Henry<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Observed: 7.85<br>Prediction: 9.29<br>Residual: -1.43",
          "Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Observed: 31.39<br>Prediction: 25.49<br>Residual: 5.90",
          "Index: Glynn, Miss. Mary Agatha<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71",
          "Index: Meyer, Mr. Edgar Joseph<br>Observed: 82.17<br>Prediction: 69.22<br>Residual: 12.95",
          "Index: Kraeff, Mr. Theodor<br>Observed: 7.90<br>Prediction: 9.30<br>Residual: -1.40",
          "Index: Devaney, Miss. Margaret Delia<br>Observed: 7.88<br>Prediction: 10.96<br>Residual: -3.09",
          "Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Observed: 17.80<br>Prediction: 13.12<br>Residual: 4.68",
          "Index: Rugg, Miss. Emily<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70",
          "Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72<br>Residual: 23.75",
          "Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98<br>Residual: 1.92",
          "Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96<br>Residual: -10.29",
          "Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14<br>Residual: 59.36",
          "Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84<br>Residual: -5.34",
          "Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08<br>Residual: 11.30",
          "Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04",
          "Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01<br>Residual: -1.15",
          "Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89<br>Residual: 10.28",
          "Index: Petroff, Mr. Pastcho (\"Pentcho\")<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47<br>Residual: -11.18",
          "Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07<br>Residual: -1.17",
          "Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56<br>Residual: 9.59",
          "Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12<br>Residual: -3.30",
          "Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08",
          "Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72<br>Residual: -3.72",
          "Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01<br>Residual: 0.21",
          "Index: Ford, Miss. Robina Maggie \"Ruby\"<br>Observed: 34.38<br>Prediction: 24.43<br>Residual: 9.95",
          "Index: Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Observed: 26.00<br>Prediction: 26.44<br>Residual: -0.44",
          "Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20<br>Residual: -1.68",
          "Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02",
          "Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64<br>Residual: -2.54",
          "Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26<br>Residual: -51.26",
          "Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44<br>Residual: -1.94",
          "Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08",
          "Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61<br>Residual: -11.75",
          "Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90<br>Residual: 10.10",
          "Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43<br>Residual: -6.58",
          "Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58<br>Residual: -107.86",
          "Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56<br>Residual: -0.06",
          "Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06<br>Residual: 2.79",
          "Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74<br>Residual: -43.74",
          "Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96",
          "Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02",
          "Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81<br>Residual: 3.58",
          "Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89",
          "Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14<br>Residual: -1.87",
          "Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44<br>Residual: -2.19",
          "Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84<br>Residual: -18.29",
          "Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07<br>Residual: -39.87",
          "Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56<br>Residual: -5.56",
          "Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09<br>Residual: 3.30",
          "Index: Healy, Miss. Hanora \"Nora\"<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71",
          "Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94<br>Residual: 16.02",
          "Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11<br>Residual: 1.14",
          "Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90<br>Residual: -13.90",
          "Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96<br>Residual: -3.21",
          "Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12<br>Residual: -16.04",
          "Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14<br>Residual: -1.27",
          "Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42<br>Residual: -37.70",
          "Index: Williams, Mr. Howard Hugh \"Harry\"<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23",
          "Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07<br>Residual: -2.83",
          "Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92<br>Residual: 48.73",
          "Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93<br>Residual: 32.57",
          "Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07<br>Residual: -0.41",
          "Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72<br>Residual: 3.00",
          "Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31<br>Residual: -29.14",
          "Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54<br>Residual: 88.96",
          "Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23",
          "Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43",
          "Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30<br>Residual: -1.57",
          "Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24<br>Residual: -11.31",
          "Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57<br>Residual: -1.87",
          "Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02<br>Residual: -5.10",
          "Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22<br>Residual: -7.22",
          "Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01<br>Residual: -1.27",
          "Index: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Observed: 26.00<br>Prediction: 14.20<br>Residual: 11.80",
          "Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89<br>Residual: -1.64",
          "Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55<br>Residual: -4.43",
          "Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07<br>Residual: -14.57",
          "Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01<br>Residual: -12.46",
          "Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20",
          "Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99<br>Residual: -2.24",
          "Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01<br>Residual: -1.49",
          "Index: Frost, Mr. Anthony Wood \"Archie\"<br>Observed: 0.00<br>Prediction: 13.26<br>Residual: -13.26",
          "Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18<br>Residual: -55.10",
          "Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01<br>Residual: -1.76",
          "Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44<br>Residual: 5.66",
          "Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21",
          "Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30<br>Residual: -1.67",
          "Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07<br>Residual: 0.52",
          "Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01<br>Residual: 31.89",
          "Index: Bradley, Mr. George (\"George Arthur Brayton\")<br>Observed: 26.55<br>Prediction: 46.34<br>Residual: -19.79",
          "Index: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73<br>Residual: 1.27",
          "Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09<br>Residual: -0.43",
          "Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60<br>Residual: 0.65",
          "Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44<br>Residual: -8.89",
          "Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23<br>Residual: 0.77",
          "Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61<br>Residual: 0.92",
          "Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60<br>Residual: -3.83",
          "Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58<br>Residual: -16.93",
          "Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21<br>Residual: -4.71",
          "Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98<br>Residual: -56.50",
          "Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01<br>Residual: 5.49",
          "Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43<br>Residual: -42.30",
          "Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39",
          "Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99<br>Residual: -12.24",
          "Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Observed: 56.93<br>Prediction: 74.41<br>Residual: -17.48",
          "Index: Homer, Mr. Harry (\"Mr E Haven\")<br>Observed: 26.55<br>Prediction: 132.87<br>Residual: -106.32",
          "Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06<br>Residual: 2.49",
          "Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05<br>Residual: -13.55",
          "Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66<br>Residual: 10.92",
          "Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64<br>Residual: 74.82",
          "Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44<br>Residual: -2.39",
          "Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55",
          "Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98",
          "Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12<br>Residual: 1.33",
          "Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13<br>Residual: -1.23",
          "Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07<br>Residual: -2.01",
          "Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14<br>Residual: -136.64",
          "Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89",
          "Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60<br>Residual: -4.05",
          "Index: Hegarty, Miss. Hanora \"Nora\"<br>Observed: 6.75<br>Prediction: 9.01<br>Residual: -2.26",
          "Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25<br>Residual: -10.66",
          "Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07<br>Residual: -1.57",
          "Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92<br>Residual: 12.08",
          "Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49<br>Residual: 5.51",
          "Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60<br>Residual: -1.76",
          "Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45<br>Residual: 15.28",
          "Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43",
          "Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31<br>Residual: 12.38",
          "Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21",
          "Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07<br>Residual: -1.42",
          "Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87<br>Residual: 136.65",
          "Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12<br>Residual: -5.27",
          "Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01<br>Residual: -12.72",
          "Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88<br>Residual: -32.33",
          "Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95<br>Residual: -7.95",
          "Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09<br>Residual: 0.39",
          "Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20",
          "Index: Troutt, Miss. Edwina Celia \"Winnie\"<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70",
          "Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30<br>Residual: 6.20",
          "Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16<br>Residual: -1.38",
          "Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13<br>Residual: 134.21",
          "Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56<br>Residual: 6.54",
          "Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54",
          "Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98",
          "Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09<br>Residual: -1.34",
          "Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56<br>Residual: -1.76",
          "Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42<br>Residual: 10.08",
          "Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23",
          "Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93<br>Residual: 16.03",
          "Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77<br>Residual: 10.38",
          "Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01<br>Residual: 0.49",
          "Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14<br>Residual: 107.20",
          "Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14<br>Residual: -3.91",
          "Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64<br>Residual: -19.64",
          "Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47<br>Residual: 0.98",
          "Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96",
          "Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60<br>Residual: -4.11",
          "Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52<br>Residual: -41.32",
          "Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75<br>Residual: -34.82",
          "Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92<br>Residual: -0.67",
          "Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12<br>Residual: -31.12",
          "Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56<br>Residual: -9.04",
          "Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09<br>Residual: -1.32",
          "Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14<br>Residual: -3.64",
          "Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04",
          "Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77<br>Residual: -4.02",
          "Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93<br>Residual: -8.18",
          "Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78<br>Residual: -5.28",
          "Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07<br>Residual: -2.63",
          "Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23",
          "Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61<br>Residual: -4.36",
          "Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75<br>Residual: -8.40",
          "Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07",
          "Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11<br>Residual: -7.98",
          "Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55<br>Residual: -31.55",
          "Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01<br>Residual: 0.84",
          "Index: Montvila, Rev. Juozas<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14"
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        "template": {
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        "title": {
         "text": "Residuals vs observed Fare"
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        "xaxis": {
         "title": {
          "text": "Observed Fare ($)"
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        },
        "yaxis": {
         "title": {
          "text": "residuals log ratio<br>(log(y/preds))"
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Gosta Leonard<br>Observed: 21.07<br>Prediction: 24.37<br>Residual: -3.29\", \"Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Observed: 11.13<br>Prediction: 18.78<br>Residual: -7.64\", \"Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Observed: 30.07<br>Prediction: 24.13<br>Residual: 5.94\", \"Index: Saundercock, Mr. William Henry<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Observed: 7.85<br>Prediction: 9.29<br>Residual: -1.43\", \"Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Observed: 31.39<br>Prediction: 25.49<br>Residual: 5.90\", \"Index: Glynn, Miss. Mary Agatha<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71\", \"Index: Meyer, Mr. Edgar Joseph<br>Observed: 82.17<br>Prediction: 69.22<br>Residual: 12.95\", \"Index: Kraeff, Mr. Theodor<br>Observed: 7.90<br>Prediction: 9.30<br>Residual: -1.40\", \"Index: Devaney, Miss. Margaret Delia<br>Observed: 7.88<br>Prediction: 10.96<br>Residual: -3.09\", \"Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Observed: 17.80<br>Prediction: 13.12<br>Residual: 4.68\", \"Index: Rugg, Miss. Emily<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70\", \"Index: Harris, Mr. Henry Birkhardt<br>Observed: 83.47<br>Prediction: 59.72<br>Residual: 23.75\", \"Index: Skoog, Master. Harald<br>Observed: 27.90<br>Prediction: 25.98<br>Residual: 1.92\", \"Index: Kink, Mr. Vincenz<br>Observed: 8.66<br>Prediction: 18.96<br>Residual: -10.29\", \"Index: Hood, Mr. Ambrose Jr<br>Observed: 73.50<br>Prediction: 14.14<br>Residual: 59.36\", \"Index: Ilett, Miss. Bertha<br>Observed: 10.50<br>Prediction: 15.84<br>Residual: -5.34\", \"Index: Ford, Mr. William Neal<br>Observed: 34.38<br>Prediction: 23.08<br>Residual: 11.30\", \"Index: Christmann, Mr. Emil<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04\", \"Index: Andreasson, Mr. Paul Edvin<br>Observed: 7.85<br>Prediction: 9.01<br>Residual: -1.15\", \"Index: Chaffee, Mr. Herbert Fuller<br>Observed: 61.17<br>Prediction: 50.89<br>Residual: 10.28\", \"Index: Petroff, Mr. Pastcho (\\\"Pentcho\\\")<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: White, Mr. Richard Frasar<br>Observed: 77.29<br>Prediction: 88.47<br>Residual: -11.18\", \"Index: Rekic, Mr. Tido<br>Observed: 7.90<br>Prediction: 9.07<br>Residual: -1.17\", \"Index: Moran, Miss. Bertha<br>Observed: 24.15<br>Prediction: 14.56<br>Residual: 9.59\", \"Index: Barton, Mr. David John<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Jussila, Miss. Katriina<br>Observed: 9.82<br>Prediction: 13.12<br>Residual: -3.30\", \"Index: Pekoniemi, Mr. Edvard<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08\", \"Index: Turpin, Mr. William John Robert<br>Observed: 21.00<br>Prediction: 24.72<br>Residual: -3.72\", \"Index: Moore, Mr. Leonard Charles<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Osen, Mr. Olaf Elon<br>Observed: 9.22<br>Prediction: 9.01<br>Residual: 0.21\", \"Index: Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Observed: 34.38<br>Prediction: 24.43<br>Residual: 9.95\", \"Index: Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Observed: 26.00<br>Prediction: 26.44<br>Residual: -0.44\", \"Index: Bateman, Rev. Robert James<br>Observed: 12.53<br>Prediction: 14.20<br>Residual: -1.68\", \"Index: Meo, Mr. Alfonzo<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02\", \"Index: Cribb, Mr. John Hatfield<br>Observed: 16.10<br>Prediction: 18.64<br>Residual: -2.54\", \"Index: Chibnall, Mrs. (Edith Martha Bowerman)<br>Observed: 55.00<br>Prediction: 106.26<br>Residual: -51.26\", \"Index: Van der hoef, Mr. Wyckoff<br>Observed: 33.50<br>Prediction: 35.44<br>Residual: -1.94\", \"Index: Sivola, Mr. Antti Wilhelm<br>Observed: 7.92<br>Prediction: 9.01<br>Residual: -1.08\", \"Index: Klasen, Mr. Klas Albin<br>Observed: 7.85<br>Prediction: 19.61<br>Residual: -11.75\", \"Index: Rood, Mr. Hugh Roscoe<br>Observed: 50.00<br>Prediction: 39.90<br>Residual: 10.10\", \"Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Observed: 7.85<br>Prediction: 14.43<br>Residual: -6.58\", \"Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Observed: 27.72<br>Prediction: 135.58<br>Residual: -107.86\", \"Index: Vande Walle, Mr. Nestor Cyriel<br>Observed: 9.50<br>Prediction: 9.56<br>Residual: -0.06\", \"Index: Backstrom, Mr. Karl Alfred<br>Observed: 15.85<br>Prediction: 13.06<br>Residual: 2.79\", \"Index: Blank, Mr. Henry<br>Observed: 31.00<br>Prediction: 74.74<br>Residual: -43.74\", \"Index: Ali, Mr. Ahmed<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96\", \"Index: Green, Mr. George Henry<br>Observed: 8.05<br>Prediction: 9.07<br>Residual: -1.02\", \"Index: Nenkoff, Mr. Christo<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Asplund, Miss. Lillian Gertrud<br>Observed: 31.39<br>Prediction: 27.81<br>Residual: 3.58\", \"Index: Harknett, Miss. Alice Phoebe<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89\", \"Index: Hunt, Mr. George Henry<br>Observed: 12.28<br>Prediction: 14.14<br>Residual: -1.87\", \"Index: Reed, Mr. James George<br>Observed: 7.25<br>Prediction: 9.44<br>Residual: -2.19\", \"Index: Stead, Mr. William Thomas<br>Observed: 26.55<br>Prediction: 44.84<br>Residual: -18.29\", \"Index: Thorne, Mrs. Gertrude Maybelle<br>Observed: 79.20<br>Prediction: 119.07<br>Residual: -39.87\", \"Index: Parrish, Mrs. (Lutie Davis)<br>Observed: 26.00<br>Prediction: 31.56<br>Residual: -5.56\", \"Index: Smith, Mr. Thomas<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Asplund, Master. Edvin Rojj Felix<br>Observed: 31.39<br>Prediction: 28.09<br>Residual: 3.30\", \"Index: Healy, Miss. Hanora \\\"Nora\\\"<br>Observed: 7.75<br>Prediction: 11.46<br>Residual: -3.71\", \"Index: Andrews, Miss. Kornelia Theodosia<br>Observed: 77.96<br>Prediction: 61.94<br>Residual: 16.02\", \"Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Observed: 20.25<br>Prediction: 19.11<br>Residual: 1.14\", \"Index: Smith, Mr. Richard William<br>Observed: 26.00<br>Prediction: 39.90<br>Residual: -13.90\", \"Index: Connolly, Miss. Kate<br>Observed: 7.75<br>Prediction: 10.96<br>Residual: -3.21\", \"Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Observed: 91.08<br>Prediction: 107.12<br>Residual: -16.04\", \"Index: Levy, Mr. Rene Jacques<br>Observed: 12.88<br>Prediction: 14.14<br>Residual: -1.27\", \"Index: Lewy, Mr. Ervin G<br>Observed: 27.72<br>Prediction: 65.42<br>Residual: -37.70\", \"Index: Williams, Mr. Howard Hugh \\\"Harry\\\"<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Sage, Mr. George John Jr<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23\", \"Index: Nysveen, Mr. Johan Hansen<br>Observed: 6.24<br>Prediction: 9.07<br>Residual: -2.83\", \"Index: Frauenthal, Mrs. Henry William (Clara Heinsheimer)<br>Observed: 133.65<br>Prediction: 84.92<br>Residual: 48.73\", \"Index: Denkoff, Mr. Mitto<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Burns, Miss. Elizabeth Margaret<br>Observed: 134.50<br>Prediction: 101.93<br>Residual: 32.57\", \"Index: Dimic, Mr. Jovan<br>Observed: 8.66<br>Prediction: 9.07<br>Residual: -0.41\", \"Index: del Carlo, Mr. Sebastiano<br>Observed: 27.72<br>Prediction: 24.72<br>Residual: 3.00\", \"Index: Beavan, Mr. William Thomas<br>Observed: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Meyer, Mrs. Edgar Joseph (Leila Saks)<br>Observed: 82.17<br>Prediction: 111.31<br>Residual: -29.14\", \"Index: Widener, Mr. Harry Elkins<br>Observed: 211.50<br>Prediction: 122.54<br>Residual: 88.96\", \"Index: Gustafsson, Mr. Karl Gideon<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23\", \"Index: Plotcharsky, Mr. Vasil<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: Goodwin, Master. Sidney Leonard<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43\", \"Index: Sadlier, Mr. Matthew<br>Observed: 7.73<br>Prediction: 9.30<br>Residual: -1.57\", \"Index: Gustafsson, Mr. Johan Birger<br>Observed: 7.92<br>Prediction: 19.24<br>Residual: -11.31\", \"Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Observed: 16.70<br>Prediction: 18.57<br>Residual: -1.87\", \"Index: Niskanen, Mr. Juha<br>Observed: 7.92<br>Prediction: 13.02<br>Residual: -5.10\", \"Index: Minahan, Miss. Daisy E<br>Observed: 90.00<br>Prediction: 97.22<br>Residual: -7.22\", \"Index: Matthews, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Charters, Mr. David<br>Observed: 7.73<br>Prediction: 9.01<br>Residual: -1.27\", \"Index: Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Observed: 26.00<br>Prediction: 14.20<br>Residual: 11.80\", \"Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Observed: 26.25<br>Prediction: 27.89<br>Residual: -1.64\", \"Index: Johannesen-Bratthammer, Mr. Bernt<br>Observed: 8.11<br>Prediction: 12.55<br>Residual: -4.43\", \"Index: Peuchen, Major. Arthur Godfrey<br>Observed: 30.50<br>Prediction: 45.07<br>Residual: -14.57\", \"Index: Anderson, Mr. Harry<br>Observed: 26.55<br>Prediction: 39.01<br>Residual: -12.46\", \"Index: Milling, Mr. Jacob Christian<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20\", \"Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Observed: 27.75<br>Prediction: 29.99<br>Residual: -2.24\", \"Index: Karlsson, Mr. Nils August<br>Observed: 7.52<br>Prediction: 9.01<br>Residual: -1.49\", \"Index: Frost, Mr. Anthony Wood \\\"Archie\\\"<br>Observed: 0.00<br>Prediction: 13.26<br>Residual: -13.26\", \"Index: Bishop, Mr. Dickinson H<br>Observed: 91.08<br>Prediction: 146.18<br>Residual: -55.10\", \"Index: Windelov, Mr. Einar<br>Observed: 7.25<br>Prediction: 9.01<br>Residual: -1.76\", \"Index: Shellard, Mr. Frederick William<br>Observed: 15.10<br>Prediction: 9.44<br>Residual: 5.66\", \"Index: Svensson, Mr. Olof<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21\", \"Index: O'Sullivan, Miss. Bridget Mary<br>Observed: 7.63<br>Prediction: 9.30<br>Residual: -1.67\", \"Index: Laitinen, Miss. Kristina Sofia<br>Observed: 9.59<br>Prediction: 9.07<br>Residual: 0.52\", \"Index: Penasco y Castellana, Mr. Victor de Satode<br>Observed: 108.90<br>Prediction: 77.01<br>Residual: 31.89\", \"Index: Bradley, Mr. George (\\\"George Arthur Brayton\\\")<br>Observed: 26.55<br>Prediction: 46.34<br>Residual: -19.79\", \"Index: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Observed: 26.00<br>Prediction: 24.73<br>Residual: 1.27\", \"Index: Kassem, Mr. Fared<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Cacic, Miss. Marija<br>Observed: 8.66<br>Prediction: 9.09<br>Residual: -0.43\", \"Index: Hart, Miss. Eva Miriam<br>Observed: 26.25<br>Prediction: 25.60<br>Residual: 0.65\", \"Index: Butt, Major. Archibald Willingham<br>Observed: 26.55<br>Prediction: 35.44<br>Residual: -8.89\", \"Index: Beane, Mr. Edward<br>Observed: 26.00<br>Prediction: 25.23<br>Residual: 0.77\", \"Index: Goldsmith, Mr. Frank John<br>Observed: 20.52<br>Prediction: 19.61<br>Residual: 0.92\", \"Index: Ohman, Miss. Velin<br>Observed: 7.78<br>Prediction: 11.60<br>Residual: -3.83\", \"Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Observed: 79.65<br>Prediction: 96.58<br>Residual: -16.93\", \"Index: Morrow, Mr. Thomas Rowan<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Harris, Mr. George<br>Observed: 10.50<br>Prediction: 15.21<br>Residual: -4.71\", \"Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Observed: 51.48<br>Prediction: 107.98<br>Residual: -56.50\", \"Index: Patchett, Mr. George<br>Observed: 14.50<br>Prediction: 9.01<br>Residual: 5.49\", \"Index: Ross, Mr. John Hugo<br>Observed: 40.12<br>Prediction: 82.43<br>Residual: -42.30\", \"Index: Murdlin, Mr. Joseph<br>Observed: 8.05<br>Prediction: 9.44<br>Residual: -1.39\", \"Index: Bourke, Miss. Mary<br>Observed: 7.75<br>Prediction: 19.99<br>Residual: -12.24\", \"Index: Boulos, Mr. Hanna<br>Observed: 7.22<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Observed: 56.93<br>Prediction: 74.41<br>Residual: -17.48\", \"Index: Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Observed: 26.55<br>Prediction: 132.87<br>Residual: -106.32\", \"Index: Lindell, Mr. Edvard Bengtsson<br>Observed: 15.55<br>Prediction: 13.06<br>Residual: 2.49\", \"Index: Daniel, Mr. Robert Williams<br>Observed: 30.50<br>Prediction: 44.05<br>Residual: -13.55\", \"Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Observed: 41.58<br>Prediction: 30.66<br>Residual: 10.92\", \"Index: Shutes, Miss. Elizabeth W<br>Observed: 153.46<br>Prediction: 78.64<br>Residual: 74.82\", \"Index: Jardin, Mr. Jose Neto<br>Observed: 7.05<br>Prediction: 9.44<br>Residual: -2.39\", \"Index: Horgan, Mr. John<br>Observed: 7.75<br>Prediction: 9.30<br>Residual: -1.55\", \"Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98\", \"Index: Yasbeck, Mr. Antoni<br>Observed: 14.45<br>Prediction: 13.12<br>Residual: 1.33\", \"Index: Bostandyeff, Mr. Guentcho<br>Observed: 7.90<br>Prediction: 9.13<br>Residual: -1.23\", \"Index: Lundahl, Mr. Johan Svensson<br>Observed: 7.05<br>Prediction: 9.07<br>Residual: -2.01\", \"Index: Stahelin-Maeglin, Dr. Max<br>Observed: 30.50<br>Prediction: 167.14<br>Residual: -136.64\", \"Index: Willey, Mr. Edward<br>Observed: 7.55<br>Prediction: 9.44<br>Residual: -1.89\", \"Index: Stanley, Miss. Amy Zillah Elsie<br>Observed: 7.55<br>Prediction: 11.60<br>Residual: -4.05\", \"Index: Hegarty, Miss. Hanora \\\"Nora\\\"<br>Observed: 6.75<br>Prediction: 9.01<br>Residual: -2.26\", \"Index: Eitemiller, Mr. George Floyd<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Colley, Mr. Edward Pomeroy<br>Observed: 25.59<br>Prediction: 36.25<br>Residual: -10.66\", \"Index: Coleff, Mr. Peju<br>Observed: 7.50<br>Prediction: 9.07<br>Residual: -1.57\", \"Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Observed: 39.00<br>Prediction: 26.92<br>Residual: 12.08\", \"Index: Davidson, Mr. Thornton<br>Observed: 52.00<br>Prediction: 46.49<br>Residual: 5.51\", \"Index: Turja, Miss. Anna Sofia<br>Observed: 9.84<br>Prediction: 11.60<br>Residual: -1.76\", \"Index: Hassab, Mr. Hammad<br>Observed: 76.73<br>Prediction: 61.45<br>Residual: 15.28\", \"Index: Goodwin, Mr. Charles Edward<br>Observed: 46.90<br>Prediction: 42.47<br>Residual: 4.43\", \"Index: Panula, Mr. Jaako Arnold<br>Observed: 39.69<br>Prediction: 27.31<br>Residual: 12.38\", \"Index: Fischer, Mr. Eberhard Thelander<br>Observed: 7.80<br>Prediction: 9.01<br>Residual: -1.21\", \"Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Observed: 7.65<br>Prediction: 9.07<br>Residual: -1.42\", \"Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Observed: 227.53<br>Prediction: 90.87<br>Residual: 136.65\", \"Index: Hansen, Mr. Henrik Juul<br>Observed: 7.85<br>Prediction: 13.12<br>Residual: -5.27\", \"Index: Calderhead, Mr. Edward Pennington<br>Observed: 26.29<br>Prediction: 39.01<br>Residual: -12.72\", \"Index: Klaber, Mr. Herman<br>Observed: 26.55<br>Prediction: 58.88<br>Residual: -32.33\", \"Index: Taylor, Mr. Elmer Zebley<br>Observed: 52.00<br>Prediction: 59.95<br>Residual: -7.95\", \"Index: Larsson, Mr. August Viktor<br>Observed: 9.48<br>Prediction: 9.09<br>Residual: 0.39\", \"Index: Greenberg, Mr. Samuel<br>Observed: 13.00<br>Prediction: 14.20<br>Residual: -1.20\", \"Index: Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>Observed: 10.50<br>Prediction: 14.20<br>Residual: -3.70\", \"Index: McEvoy, Mr. Michael<br>Observed: 15.50<br>Prediction: 9.30<br>Residual: 6.20\", \"Index: Johnson, Mr. Malkolm Joackim<br>Observed: 7.78<br>Prediction: 9.16<br>Residual: -1.38\", \"Index: Gillespie, Mr. William Henry<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Allen, Miss. Elisabeth Walton<br>Observed: 211.34<br>Prediction: 77.13<br>Residual: 134.21\", \"Index: Berriman, Mr. William John<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Troupiansky, Mr. Moses Aaron<br>Observed: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Williams, Mr. Leslie<br>Observed: 16.10<br>Prediction: 9.56<br>Residual: 6.54\", \"Index: Ivanoff, Mr. Kanio<br>Observed: 7.90<br>Prediction: 9.44<br>Residual: -1.54\", \"Index: McNamee, Mr. Neal<br>Observed: 16.10<br>Prediction: 13.12<br>Residual: 2.98\", \"Index: Connaghton, Mr. Michael<br>Observed: 7.75<br>Prediction: 9.09<br>Residual: -1.34\", \"Index: Carlsson, Mr. August Sigfrid<br>Observed: 7.80<br>Prediction: 9.56<br>Residual: -1.76\", \"Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Observed: 86.50<br>Prediction: 76.42<br>Residual: 10.08\", \"Index: Eklund, Mr. Hans Linus<br>Observed: 7.78<br>Prediction: 9.01<br>Residual: -1.23\", \"Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Observed: 77.96<br>Prediction: 61.93<br>Residual: 16.03\", \"Index: Moran, Mr. Daniel J<br>Observed: 24.15<br>Prediction: 13.77<br>Residual: 10.38\", \"Index: Lievens, Mr. Rene Aime<br>Observed: 9.50<br>Prediction: 9.01<br>Residual: 0.49\", \"Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Observed: 211.34<br>Prediction: 104.14<br>Residual: 107.20\", \"Index: Ayoub, Miss. Banoura<br>Observed: 7.23<br>Prediction: 11.14<br>Residual: -3.91\", \"Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Observed: 57.00<br>Prediction: 76.64<br>Residual: -19.64\", \"Index: Johnston, Mr. Andrew G<br>Observed: 23.45<br>Prediction: 22.47<br>Residual: 0.98\", \"Index: Ali, Mr. William<br>Observed: 7.05<br>Prediction: 9.01<br>Residual: -1.96\", \"Index: Sjoblom, Miss. Anna Sofia<br>Observed: 7.50<br>Prediction: 11.60<br>Residual: -4.11\", \"Index: Guggenheim, Mr. Benjamin<br>Observed: 79.20<br>Prediction: 120.52<br>Residual: -41.32\", \"Index: Leader, Dr. Alice (Farnham)<br>Observed: 25.93<br>Prediction: 60.75<br>Residual: -34.82\", \"Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Observed: 26.25<br>Prediction: 26.92<br>Residual: -0.67\", \"Index: Carter, Master. William Thornton II<br>Observed: 120.00<br>Prediction: 151.12<br>Residual: -31.12\", \"Index: Thomas, Master. Assad Alexander<br>Observed: 8.52<br>Prediction: 17.56<br>Residual: -9.04\", \"Index: Johansson, Mr. Karl Johan<br>Observed: 7.78<br>Prediction: 9.09<br>Residual: -1.32\", \"Index: Slemen, Mr. Richard James<br>Observed: 10.50<br>Prediction: 14.14<br>Residual: -3.64\", \"Index: Tomlin, Mr. Ernest Portage<br>Observed: 8.05<br>Prediction: 9.09<br>Residual: -1.04\", \"Index: McCormack, Mr. Thomas Joseph<br>Observed: 7.75<br>Prediction: 11.77<br>Residual: -4.02\", \"Index: Richards, Master. George Sibley<br>Observed: 18.75<br>Prediction: 26.93<br>Residual: -8.18\", \"Index: Mudd, Mr. Thomas Charles<br>Observed: 10.50<br>Prediction: 15.78<br>Residual: -5.28\", \"Index: Lemberopolous, Mr. Peter L<br>Observed: 6.44<br>Prediction: 9.07<br>Residual: -2.63\", \"Index: Sage, Mr. Douglas Bullen<br>Observed: 69.55<br>Prediction: 69.32<br>Residual: 0.23\", \"Index: Boulos, Miss. Nourelain<br>Observed: 15.25<br>Prediction: 19.61<br>Residual: -4.36\", \"Index: Aks, Mrs. Sam (Leah Rosen)<br>Observed: 9.35<br>Prediction: 17.75<br>Residual: -8.40\", \"Index: Razi, Mr. Raihed<br>Observed: 7.23<br>Prediction: 9.30<br>Residual: -2.07\", \"Index: Johnson, Master. Harold Theodor<br>Observed: 11.13<br>Prediction: 19.11<br>Residual: -7.98\", \"Index: Carlsson, Mr. Frans Olof<br>Observed: 5.00<br>Prediction: 36.55<br>Residual: -31.55\", \"Index: Gustafsson, Mr. Alfred Ossian<br>Observed: 9.85<br>Prediction: 9.01<br>Residual: 0.84\", \"Index: Montvila, Rev. 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0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]}],                        {\"hovermode\": \"closest\", \"plot_bgcolor\": \"#fff\", \"template\": {\"data\": {\"scatter\": [{\"type\": \"scatter\"}]}}, \"title\": {\"text\": \"Residuals vs observed Fare\"}, \"xaxis\": {\"title\": {\"text\": \"Observed Fare ($)\"}}, \"yaxis\": {\"title\": {\"text\": \"residuals log ratio<br>(log(y/preds))\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
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     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "explainer.plot_residuals(vs_actual=True, residuals=\"log-ratio\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### residuals vs specific feature"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:04:22.196679Z",
     "start_time": "2021-01-20T16:04:22.179131Z"
    }
   },
   "outputs": [
    {
     "data": {
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         "name": "residuals (y-preds)",
         "text": [
          "Index: Cumings, Mrs. John Bradley (Florence Briggs Thayer)<br>Actual: 71.28<br>Prediction: 111.90<br>Residual: -40.62",
          "Index: Futrelle, Mrs. Jacques Heath (Lily May Peel)<br>Actual: 53.10<br>Prediction: 84.10<br>Residual: -31.00",
          "Index: Palsson, Master. Gosta Leonard<br>Actual: 21.07<br>Prediction: 24.37<br>Residual: -3.29",
          "Index: Johnson, Mrs. Oscar W (Elisabeth Vilhelmina Berg)<br>Actual: 11.13<br>Prediction: 18.78<br>Residual: -7.64",
          "Index: Nasser, Mrs. Nicholas (Adele Achem)<br>Actual: 30.07<br>Prediction: 24.13<br>Residual: 5.94",
          "Index: Saundercock, Mr. William Henry<br>Actual: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Vestrom, Miss. Hulda Amanda Adolfina<br>Actual: 7.85<br>Prediction: 9.29<br>Residual: -1.43",
          "Index: Asplund, Mrs. Carl Oscar (Selma Augusta Emilia Johansson)<br>Actual: 31.39<br>Prediction: 25.49<br>Residual: 5.90",
          "Index: Meyer, Mr. Edgar Joseph<br>Actual: 82.17<br>Prediction: 69.22<br>Residual: 12.95",
          "Index: Devaney, Miss. Margaret Delia<br>Actual: 7.88<br>Prediction: 10.96<br>Residual: -3.09",
          "Index: Arnold-Franchi, Mrs. Josef (Josefine Franchi)<br>Actual: 17.80<br>Prediction: 13.12<br>Residual: 4.68",
          "Index: Rugg, Miss. Emily<br>Actual: 10.50<br>Prediction: 14.20<br>Residual: -3.70",
          "Index: Harris, Mr. Henry Birkhardt<br>Actual: 83.47<br>Prediction: 59.72<br>Residual: 23.75",
          "Index: Skoog, Master. Harald<br>Actual: 27.90<br>Prediction: 25.98<br>Residual: 1.92",
          "Index: Kink, Mr. Vincenz<br>Actual: 8.66<br>Prediction: 18.96<br>Residual: -10.29",
          "Index: Hood, Mr. Ambrose Jr<br>Actual: 73.50<br>Prediction: 14.14<br>Residual: 59.36",
          "Index: Ilett, Miss. Bertha<br>Actual: 10.50<br>Prediction: 15.84<br>Residual: -5.34",
          "Index: Ford, Mr. William Neal<br>Actual: 34.38<br>Prediction: 23.08<br>Residual: 11.30",
          "Index: Christmann, Mr. Emil<br>Actual: 8.05<br>Prediction: 9.09<br>Residual: -1.04",
          "Index: Andreasson, Mr. Paul Edvin<br>Actual: 7.85<br>Prediction: 9.01<br>Residual: -1.15",
          "Index: Chaffee, Mr. Herbert Fuller<br>Actual: 61.17<br>Prediction: 50.89<br>Residual: 10.28",
          "Index: White, Mr. Richard Frasar<br>Actual: 77.29<br>Prediction: 88.47<br>Residual: -11.18",
          "Index: Rekic, Mr. Tido<br>Actual: 7.90<br>Prediction: 9.07<br>Residual: -1.17",
          "Index: Barton, Mr. David John<br>Actual: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Jussila, Miss. Katriina<br>Actual: 9.82<br>Prediction: 13.12<br>Residual: -3.30",
          "Index: Pekoniemi, Mr. Edvard<br>Actual: 7.92<br>Prediction: 9.01<br>Residual: -1.08",
          "Index: Turpin, Mr. William John Robert<br>Actual: 21.00<br>Prediction: 24.72<br>Residual: -3.72",
          "Index: Osen, Mr. Olaf Elon<br>Actual: 9.22<br>Prediction: 9.01<br>Residual: 0.21",
          "Index: Ford, Miss. Robina Maggie \"Ruby\"<br>Actual: 34.38<br>Prediction: 24.43<br>Residual: 9.95",
          "Index: Navratil, Mr. Michel (\"Louis M Hoffman\")<br>Actual: 26.00<br>Prediction: 26.44<br>Residual: -0.44",
          "Index: Bateman, Rev. Robert James<br>Actual: 12.53<br>Prediction: 14.20<br>Residual: -1.68",
          "Index: Meo, Mr. Alfonzo<br>Actual: 8.05<br>Prediction: 9.07<br>Residual: -1.02",
          "Index: Cribb, Mr. John Hatfield<br>Actual: 16.10<br>Prediction: 18.64<br>Residual: -2.54",
          "Index: Van der hoef, Mr. Wyckoff<br>Actual: 33.50<br>Prediction: 35.44<br>Residual: -1.94",
          "Index: Sivola, Mr. Antti Wilhelm<br>Actual: 7.92<br>Prediction: 9.01<br>Residual: -1.08",
          "Index: Klasen, Mr. Klas Albin<br>Actual: 7.85<br>Prediction: 19.61<br>Residual: -11.75",
          "Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Actual: 7.85<br>Prediction: 14.43<br>Residual: -6.58",
          "Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Actual: 27.72<br>Prediction: 135.58<br>Residual: -107.86",
          "Index: Vande Walle, Mr. Nestor Cyriel<br>Actual: 9.50<br>Prediction: 9.56<br>Residual: -0.06",
          "Index: Backstrom, Mr. Karl Alfred<br>Actual: 15.85<br>Prediction: 13.06<br>Residual: 2.79",
          "Index: Blank, Mr. Henry<br>Actual: 31.00<br>Prediction: 74.74<br>Residual: -43.74",
          "Index: Ali, Mr. Ahmed<br>Actual: 7.05<br>Prediction: 9.01<br>Residual: -1.96",
          "Index: Green, Mr. George Henry<br>Actual: 8.05<br>Prediction: 9.07<br>Residual: -1.02",
          "Index: Asplund, Miss. Lillian Gertrud<br>Actual: 31.39<br>Prediction: 27.81<br>Residual: 3.58",
          "Index: Hunt, Mr. George Henry<br>Actual: 12.28<br>Prediction: 14.14<br>Residual: -1.87",
          "Index: Stead, Mr. William Thomas<br>Actual: 26.55<br>Prediction: 44.84<br>Residual: -18.29",
          "Index: Parrish, Mrs. (Lutie Davis)<br>Actual: 26.00<br>Prediction: 31.56<br>Residual: -5.56",
          "Index: Asplund, Master. Edvin Rojj Felix<br>Actual: 31.39<br>Prediction: 28.09<br>Residual: 3.30",
          "Index: Andrews, Miss. Kornelia Theodosia<br>Actual: 77.96<br>Prediction: 61.94<br>Residual: 16.02",
          "Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Actual: 20.25<br>Prediction: 19.11<br>Residual: 1.14",
          "Index: Connolly, Miss. Kate<br>Actual: 7.75<br>Prediction: 10.96<br>Residual: -3.21",
          "Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Actual: 91.08<br>Prediction: 107.12<br>Residual: -16.04",
          "Index: Levy, Mr. Rene Jacques<br>Actual: 12.88<br>Prediction: 14.14<br>Residual: -1.27",
          "Index: Nysveen, Mr. Johan Hansen<br>Actual: 6.24<br>Prediction: 9.07<br>Residual: -2.83",
          "Index: Burns, Miss. Elizabeth Margaret<br>Actual: 134.50<br>Prediction: 101.93<br>Residual: 32.57",
          "Index: Dimic, Mr. Jovan<br>Actual: 8.66<br>Prediction: 9.07<br>Residual: -0.41",
          "Index: del Carlo, Mr. Sebastiano<br>Actual: 27.72<br>Prediction: 24.72<br>Residual: 3.00",
          "Index: Beavan, Mr. William Thomas<br>Actual: 8.05<br>Prediction: 9.01<br>Residual: -0.96",
          "Index: Widener, Mr. Harry Elkins<br>Actual: 211.50<br>Prediction: 122.54<br>Residual: 88.96",
          "Index: Gustafsson, Mr. Karl Gideon<br>Actual: 7.78<br>Prediction: 9.01<br>Residual: -1.23",
          "Index: Goodwin, Master. Sidney Leonard<br>Actual: 46.90<br>Prediction: 42.47<br>Residual: 4.43",
          "Index: Gustafsson, Mr. Johan Birger<br>Actual: 7.92<br>Prediction: 19.24<br>Residual: -11.31",
          "Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Actual: 16.70<br>Prediction: 18.57<br>Residual: -1.87",
          "Index: Niskanen, Mr. Juha<br>Actual: 7.92<br>Prediction: 13.02<br>Residual: -5.10",
          "Index: Minahan, Miss. Daisy E<br>Actual: 90.00<br>Prediction: 97.22<br>Residual: -7.22",
          "Index: Matthews, Mr. William John<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Charters, Mr. David<br>Actual: 7.73<br>Prediction: 9.01<br>Residual: -1.27",
          "Index: Phillips, Miss. Kate Florence (\"Mrs Kate Louise Phillips Marshall\")<br>Actual: 26.00<br>Prediction: 14.20<br>Residual: 11.80",
          "Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Actual: 26.25<br>Prediction: 27.89<br>Residual: -1.64",
          "Index: Peuchen, Major. Arthur Godfrey<br>Actual: 30.50<br>Prediction: 45.07<br>Residual: -14.57",
          "Index: Anderson, Mr. Harry<br>Actual: 26.55<br>Prediction: 39.01<br>Residual: -12.46",
          "Index: Milling, Mr. Jacob Christian<br>Actual: 13.00<br>Prediction: 14.20<br>Residual: -1.20",
          "Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Actual: 27.75<br>Prediction: 29.99<br>Residual: -2.24",
          "Index: Karlsson, Mr. Nils August<br>Actual: 7.52<br>Prediction: 9.01<br>Residual: -1.49",
          "Index: Bishop, Mr. Dickinson H<br>Actual: 91.08<br>Prediction: 146.18<br>Residual: -55.10",
          "Index: Windelov, Mr. Einar<br>Actual: 7.25<br>Prediction: 9.01<br>Residual: -1.76",
          "Index: Svensson, Mr. Olof<br>Actual: 7.80<br>Prediction: 9.01<br>Residual: -1.21",
          "Index: Laitinen, Miss. Kristina Sofia<br>Actual: 9.59<br>Prediction: 9.07<br>Residual: 0.52",
          "Index: Penasco y Castellana, Mr. Victor de Satode<br>Actual: 108.90<br>Prediction: 77.01<br>Residual: 31.89",
          "Index: Angle, Mrs. William A (Florence \"Mary\" Agnes Hughes)<br>Actual: 26.00<br>Prediction: 24.73<br>Residual: 1.27",
          "Index: Cacic, Miss. Marija<br>Actual: 8.66<br>Prediction: 9.09<br>Residual: -0.43",
          "Index: Hart, Miss. Eva Miriam<br>Actual: 26.25<br>Prediction: 25.60<br>Residual: 0.65",
          "Index: Butt, Major. Archibald Willingham<br>Actual: 26.55<br>Prediction: 35.44<br>Residual: -8.89",
          "Index: Beane, Mr. Edward<br>Actual: 26.00<br>Prediction: 25.23<br>Residual: 0.77",
          "Index: Goldsmith, Mr. Frank John<br>Actual: 20.52<br>Prediction: 19.61<br>Residual: 0.92",
          "Index: Ohman, Miss. Velin<br>Actual: 7.78<br>Prediction: 11.60<br>Residual: -3.83",
          "Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Actual: 79.65<br>Prediction: 96.58<br>Residual: -16.93",
          "Index: Harris, Mr. George<br>Actual: 10.50<br>Prediction: 15.21<br>Residual: -4.71",
          "Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Actual: 51.48<br>Prediction: 107.98<br>Residual: -56.50",
          "Index: Patchett, Mr. George<br>Actual: 14.50<br>Prediction: 9.01<br>Residual: 5.49",
          "Index: Ross, Mr. John Hugo<br>Actual: 40.12<br>Prediction: 82.43<br>Residual: -42.30",
          "Index: Duff Gordon, Sir. Cosmo Edmund (\"Mr Morgan\")<br>Actual: 56.93<br>Prediction: 74.41<br>Residual: -17.48",
          "Index: Homer, Mr. Harry (\"Mr E Haven\")<br>Actual: 26.55<br>Prediction: 132.87<br>Residual: -106.32",
          "Index: Lindell, Mr. Edvard Bengtsson<br>Actual: 15.55<br>Prediction: 13.06<br>Residual: 2.49",
          "Index: Daniel, Mr. Robert Williams<br>Actual: 30.50<br>Prediction: 44.05<br>Residual: -13.55",
          "Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Actual: 41.58<br>Prediction: 30.66<br>Residual: 10.92",
          "Index: Shutes, Miss. Elizabeth W<br>Actual: 153.46<br>Prediction: 78.64<br>Residual: 74.82",
          "Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Actual: 16.10<br>Prediction: 13.12<br>Residual: 2.98",
          "Index: Yasbeck, Mr. Antoni<br>Actual: 14.45<br>Prediction: 13.12<br>Residual: 1.33",
          "Index: Bostandyeff, Mr. Guentcho<br>Actual: 7.90<br>Prediction: 9.13<br>Residual: -1.23",
          "Index: Lundahl, Mr. Johan Svensson<br>Actual: 7.05<br>Prediction: 9.07<br>Residual: -2.01",
          "Index: Stahelin-Maeglin, Dr. Max<br>Actual: 30.50<br>Prediction: 167.14<br>Residual: -136.64",
          "Index: Stanley, Miss. Amy Zillah Elsie<br>Actual: 7.55<br>Prediction: 11.60<br>Residual: -4.05",
          "Index: Hegarty, Miss. Hanora \"Nora\"<br>Actual: 6.75<br>Prediction: 9.01<br>Residual: -2.26",
          "Index: Eitemiller, Mr. George Floyd<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Colley, Mr. Edward Pomeroy<br>Actual: 25.59<br>Prediction: 36.25<br>Residual: -10.66",
          "Index: Coleff, Mr. Peju<br>Actual: 7.50<br>Prediction: 9.07<br>Residual: -1.57",
          "Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Actual: 39.00<br>Prediction: 26.92<br>Residual: 12.08",
          "Index: Davidson, Mr. Thornton<br>Actual: 52.00<br>Prediction: 46.49<br>Residual: 5.51",
          "Index: Turja, Miss. Anna Sofia<br>Actual: 9.84<br>Prediction: 11.60<br>Residual: -1.76",
          "Index: Hassab, Mr. Hammad<br>Actual: 76.73<br>Prediction: 61.45<br>Residual: 15.28",
          "Index: Goodwin, Mr. Charles Edward<br>Actual: 46.90<br>Prediction: 42.47<br>Residual: 4.43",
          "Index: Panula, Mr. Jaako Arnold<br>Actual: 39.69<br>Prediction: 27.31<br>Residual: 12.38",
          "Index: Fischer, Mr. Eberhard Thelander<br>Actual: 7.80<br>Prediction: 9.01<br>Residual: -1.21",
          "Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Actual: 7.65<br>Prediction: 9.07<br>Residual: -1.42",
          "Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Actual: 227.53<br>Prediction: 90.87<br>Residual: 136.65",
          "Index: Hansen, Mr. Henrik Juul<br>Actual: 7.85<br>Prediction: 13.12<br>Residual: -5.27",
          "Index: Calderhead, Mr. Edward Pennington<br>Actual: 26.29<br>Prediction: 39.01<br>Residual: -12.72",
          "Index: Taylor, Mr. Elmer Zebley<br>Actual: 52.00<br>Prediction: 59.95<br>Residual: -7.95",
          "Index: Larsson, Mr. August Viktor<br>Actual: 9.48<br>Prediction: 9.09<br>Residual: 0.39",
          "Index: Greenberg, Mr. Samuel<br>Actual: 13.00<br>Prediction: 14.20<br>Residual: -1.20",
          "Index: Troutt, Miss. Edwina Celia \"Winnie\"<br>Actual: 10.50<br>Prediction: 14.20<br>Residual: -3.70",
          "Index: Johnson, Mr. Malkolm Joackim<br>Actual: 7.78<br>Prediction: 9.16<br>Residual: -1.38",
          "Index: Gillespie, Mr. William Henry<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Allen, Miss. Elisabeth Walton<br>Actual: 211.34<br>Prediction: 77.13<br>Residual: 134.21",
          "Index: Berriman, Mr. William John<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Troupiansky, Mr. Moses Aaron<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14",
          "Index: Williams, Mr. Leslie<br>Actual: 16.10<br>Prediction: 9.56<br>Residual: 6.54",
          "Index: McNamee, Mr. Neal<br>Actual: 16.10<br>Prediction: 13.12<br>Residual: 2.98",
          "Index: Connaghton, Mr. Michael<br>Actual: 7.75<br>Prediction: 9.09<br>Residual: -1.34",
          "Index: Carlsson, Mr. August Sigfrid<br>Actual: 7.80<br>Prediction: 9.56<br>Residual: -1.76",
          "Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Actual: 86.50<br>Prediction: 76.42<br>Residual: 10.08",
          "Index: Eklund, Mr. Hans Linus<br>Actual: 7.78<br>Prediction: 9.01<br>Residual: -1.23",
          "Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Actual: 77.96<br>Prediction: 61.93<br>Residual: 16.03",
          "Index: Lievens, Mr. Rene Aime<br>Actual: 9.50<br>Prediction: 9.01<br>Residual: 0.49",
          "Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Actual: 211.34<br>Prediction: 104.14<br>Residual: 107.20",
          "Index: Ayoub, Miss. Banoura<br>Actual: 7.23<br>Prediction: 11.14<br>Residual: -3.91",
          "Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Actual: 57.00<br>Prediction: 76.64<br>Residual: -19.64",
          "Index: Ali, Mr. William<br>Actual: 7.05<br>Prediction: 9.01<br>Residual: -1.96",
          "Index: Sjoblom, Miss. Anna Sofia<br>Actual: 7.50<br>Prediction: 11.60<br>Residual: -4.11",
          "Index: Guggenheim, Mr. Benjamin<br>Actual: 79.20<br>Prediction: 120.52<br>Residual: -41.32",
          "Index: Leader, Dr. Alice (Farnham)<br>Actual: 25.93<br>Prediction: 60.75<br>Residual: -34.82",
          "Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Actual: 26.25<br>Prediction: 26.92<br>Residual: -0.67",
          "Index: Carter, Master. William Thornton II<br>Actual: 120.00<br>Prediction: 151.12<br>Residual: -31.12",
          "Index: Thomas, Master. Assad Alexander<br>Actual: 8.52<br>Prediction: 17.56<br>Residual: -9.04",
          "Index: Johansson, Mr. Karl Johan<br>Actual: 7.78<br>Prediction: 9.09<br>Residual: -1.32",
          "Index: Slemen, Mr. Richard James<br>Actual: 10.50<br>Prediction: 14.14<br>Residual: -3.64",
          "Index: Tomlin, Mr. Ernest Portage<br>Actual: 8.05<br>Prediction: 9.09<br>Residual: -1.04",
          "Index: Richards, Master. George Sibley<br>Actual: 18.75<br>Prediction: 26.93<br>Residual: -8.18",
          "Index: Mudd, Mr. Thomas Charles<br>Actual: 10.50<br>Prediction: 15.78<br>Residual: -5.28",
          "Index: Lemberopolous, Mr. Peter L<br>Actual: 6.44<br>Prediction: 9.07<br>Residual: -2.63",
          "Index: Boulos, Miss. Nourelain<br>Actual: 15.25<br>Prediction: 19.61<br>Residual: -4.36",
          "Index: Aks, Mrs. Sam (Leah Rosen)<br>Actual: 9.35<br>Prediction: 17.75<br>Residual: -8.40",
          "Index: Johnson, Master. Harold Theodor<br>Actual: 11.13<br>Prediction: 19.11<br>Residual: -7.98",
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          "Index: Montvila, Rev. Juozas<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14"
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Katriina<br>Actual: 9.82<br>Prediction: 13.12<br>Residual: -3.30\", \"Index: Pekoniemi, Mr. Edvard<br>Actual: 7.92<br>Prediction: 9.01<br>Residual: -1.08\", \"Index: Turpin, Mr. William John Robert<br>Actual: 21.00<br>Prediction: 24.72<br>Residual: -3.72\", \"Index: Osen, Mr. Olaf Elon<br>Actual: 9.22<br>Prediction: 9.01<br>Residual: 0.21\", \"Index: Ford, Miss. Robina Maggie \\\"Ruby\\\"<br>Actual: 34.38<br>Prediction: 24.43<br>Residual: 9.95\", \"Index: Navratil, Mr. Michel (\\\"Louis M Hoffman\\\")<br>Actual: 26.00<br>Prediction: 26.44<br>Residual: -0.44\", \"Index: Bateman, Rev. Robert James<br>Actual: 12.53<br>Prediction: 14.20<br>Residual: -1.68\", \"Index: Meo, Mr. Alfonzo<br>Actual: 8.05<br>Prediction: 9.07<br>Residual: -1.02\", \"Index: Cribb, Mr. John Hatfield<br>Actual: 16.10<br>Prediction: 18.64<br>Residual: -2.54\", \"Index: Van der hoef, Mr. Wyckoff<br>Actual: 33.50<br>Prediction: 35.44<br>Residual: -1.94\", \"Index: Sivola, Mr. Antti Wilhelm<br>Actual: 7.92<br>Prediction: 9.01<br>Residual: -1.08\", \"Index: Klasen, Mr. Klas Albin<br>Actual: 7.85<br>Prediction: 19.61<br>Residual: -11.75\", \"Index: Andersen-Jensen, Miss. Carla Christine Nielsine<br>Actual: 7.85<br>Prediction: 14.43<br>Residual: -6.58\", \"Index: Brown, Mrs. James Joseph (Margaret Tobin)<br>Actual: 27.72<br>Prediction: 135.58<br>Residual: -107.86\", \"Index: Vande Walle, Mr. Nestor Cyriel<br>Actual: 9.50<br>Prediction: 9.56<br>Residual: -0.06\", \"Index: Backstrom, Mr. Karl Alfred<br>Actual: 15.85<br>Prediction: 13.06<br>Residual: 2.79\", \"Index: Blank, Mr. Henry<br>Actual: 31.00<br>Prediction: 74.74<br>Residual: -43.74\", \"Index: Ali, Mr. Ahmed<br>Actual: 7.05<br>Prediction: 9.01<br>Residual: -1.96\", \"Index: Green, Mr. George Henry<br>Actual: 8.05<br>Prediction: 9.07<br>Residual: -1.02\", \"Index: Asplund, Miss. Lillian Gertrud<br>Actual: 31.39<br>Prediction: 27.81<br>Residual: 3.58\", \"Index: Hunt, Mr. George Henry<br>Actual: 12.28<br>Prediction: 14.14<br>Residual: -1.87\", \"Index: Stead, Mr. William Thomas<br>Actual: 26.55<br>Prediction: 44.84<br>Residual: -18.29\", \"Index: Parrish, Mrs. (Lutie Davis)<br>Actual: 26.00<br>Prediction: 31.56<br>Residual: -5.56\", \"Index: Asplund, Master. Edvin Rojj Felix<br>Actual: 31.39<br>Prediction: 28.09<br>Residual: 3.30\", \"Index: Andrews, Miss. Kornelia Theodosia<br>Actual: 77.96<br>Prediction: 61.94<br>Residual: 16.02\", \"Index: Abbott, Mrs. Stanton (Rosa Hunt)<br>Actual: 20.25<br>Prediction: 19.11<br>Residual: 1.14\", \"Index: Connolly, Miss. Kate<br>Actual: 7.75<br>Prediction: 10.96<br>Residual: -3.21\", \"Index: Bishop, Mrs. Dickinson H (Helen Walton)<br>Actual: 91.08<br>Prediction: 107.12<br>Residual: -16.04\", \"Index: Levy, Mr. Rene Jacques<br>Actual: 12.88<br>Prediction: 14.14<br>Residual: -1.27\", \"Index: Nysveen, Mr. Johan Hansen<br>Actual: 6.24<br>Prediction: 9.07<br>Residual: -2.83\", \"Index: Burns, Miss. Elizabeth Margaret<br>Actual: 134.50<br>Prediction: 101.93<br>Residual: 32.57\", \"Index: Dimic, Mr. Jovan<br>Actual: 8.66<br>Prediction: 9.07<br>Residual: -0.41\", \"Index: del Carlo, Mr. Sebastiano<br>Actual: 27.72<br>Prediction: 24.72<br>Residual: 3.00\", \"Index: Beavan, Mr. William Thomas<br>Actual: 8.05<br>Prediction: 9.01<br>Residual: -0.96\", \"Index: Widener, Mr. Harry Elkins<br>Actual: 211.50<br>Prediction: 122.54<br>Residual: 88.96\", \"Index: Gustafsson, Mr. Karl Gideon<br>Actual: 7.78<br>Prediction: 9.01<br>Residual: -1.23\", \"Index: Goodwin, Master. Sidney Leonard<br>Actual: 46.90<br>Prediction: 42.47<br>Residual: 4.43\", \"Index: Gustafsson, Mr. Johan Birger<br>Actual: 7.92<br>Prediction: 19.24<br>Residual: -11.31\", \"Index: Sandstrom, Mrs. Hjalmar (Agnes Charlotta Bengtsson)<br>Actual: 16.70<br>Prediction: 18.57<br>Residual: -1.87\", \"Index: Niskanen, Mr. Juha<br>Actual: 7.92<br>Prediction: 13.02<br>Residual: -5.10\", \"Index: Minahan, Miss. Daisy E<br>Actual: 90.00<br>Prediction: 97.22<br>Residual: -7.22\", \"Index: Matthews, Mr. William John<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Charters, Mr. David<br>Actual: 7.73<br>Prediction: 9.01<br>Residual: -1.27\", \"Index: Phillips, Miss. Kate Florence (\\\"Mrs Kate Louise Phillips Marshall\\\")<br>Actual: 26.00<br>Prediction: 14.20<br>Residual: 11.80\", \"Index: Hart, Mrs. Benjamin (Esther Ada Bloomfield)<br>Actual: 26.25<br>Prediction: 27.89<br>Residual: -1.64\", \"Index: Peuchen, Major. Arthur Godfrey<br>Actual: 30.50<br>Prediction: 45.07<br>Residual: -14.57\", \"Index: Anderson, Mr. Harry<br>Actual: 26.55<br>Prediction: 39.01<br>Residual: -12.46\", \"Index: Milling, Mr. Jacob Christian<br>Actual: 13.00<br>Prediction: 14.20<br>Residual: -1.20\", \"Index: West, Mrs. Edwy Arthur (Ada Mary Worth)<br>Actual: 27.75<br>Prediction: 29.99<br>Residual: -2.24\", \"Index: Karlsson, Mr. Nils August<br>Actual: 7.52<br>Prediction: 9.01<br>Residual: -1.49\", \"Index: Bishop, Mr. Dickinson H<br>Actual: 91.08<br>Prediction: 146.18<br>Residual: -55.10\", \"Index: Windelov, Mr. Einar<br>Actual: 7.25<br>Prediction: 9.01<br>Residual: -1.76\", \"Index: Svensson, Mr. Olof<br>Actual: 7.80<br>Prediction: 9.01<br>Residual: -1.21\", \"Index: Laitinen, Miss. Kristina Sofia<br>Actual: 9.59<br>Prediction: 9.07<br>Residual: 0.52\", \"Index: Penasco y Castellana, Mr. Victor de Satode<br>Actual: 108.90<br>Prediction: 77.01<br>Residual: 31.89\", \"Index: Angle, Mrs. William A (Florence \\\"Mary\\\" Agnes Hughes)<br>Actual: 26.00<br>Prediction: 24.73<br>Residual: 1.27\", \"Index: Cacic, Miss. Marija<br>Actual: 8.66<br>Prediction: 9.09<br>Residual: -0.43\", \"Index: Hart, Miss. Eva Miriam<br>Actual: 26.25<br>Prediction: 25.60<br>Residual: 0.65\", \"Index: Butt, Major. Archibald Willingham<br>Actual: 26.55<br>Prediction: 35.44<br>Residual: -8.89\", \"Index: Beane, Mr. Edward<br>Actual: 26.00<br>Prediction: 25.23<br>Residual: 0.77\", \"Index: Goldsmith, Mr. Frank John<br>Actual: 20.52<br>Prediction: 19.61<br>Residual: 0.92\", \"Index: Ohman, Miss. Velin<br>Actual: 7.78<br>Prediction: 11.60<br>Residual: -3.83\", \"Index: Taussig, Mrs. Emil (Tillie Mandelbaum)<br>Actual: 79.65<br>Prediction: 96.58<br>Residual: -16.93\", \"Index: Harris, Mr. George<br>Actual: 10.50<br>Prediction: 15.21<br>Residual: -4.71\", \"Index: Appleton, Mrs. Edward Dale (Charlotte Lamson)<br>Actual: 51.48<br>Prediction: 107.98<br>Residual: -56.50\", \"Index: Patchett, Mr. George<br>Actual: 14.50<br>Prediction: 9.01<br>Residual: 5.49\", \"Index: Ross, Mr. John Hugo<br>Actual: 40.12<br>Prediction: 82.43<br>Residual: -42.30\", \"Index: Duff Gordon, Sir. Cosmo Edmund (\\\"Mr Morgan\\\")<br>Actual: 56.93<br>Prediction: 74.41<br>Residual: -17.48\", \"Index: Homer, Mr. Harry (\\\"Mr E Haven\\\")<br>Actual: 26.55<br>Prediction: 132.87<br>Residual: -106.32\", \"Index: Lindell, Mr. Edvard Bengtsson<br>Actual: 15.55<br>Prediction: 13.06<br>Residual: 2.49\", \"Index: Daniel, Mr. Robert Williams<br>Actual: 30.50<br>Prediction: 44.05<br>Residual: -13.55\", \"Index: Laroche, Mrs. Joseph (Juliette Marie Louise Lafargue)<br>Actual: 41.58<br>Prediction: 30.66<br>Residual: 10.92\", \"Index: Shutes, Miss. Elizabeth W<br>Actual: 153.46<br>Prediction: 78.64<br>Residual: 74.82\", \"Index: Lobb, Mrs. William Arthur (Cordelia K Stanlick)<br>Actual: 16.10<br>Prediction: 13.12<br>Residual: 2.98\", \"Index: Yasbeck, Mr. Antoni<br>Actual: 14.45<br>Prediction: 13.12<br>Residual: 1.33\", \"Index: Bostandyeff, Mr. Guentcho<br>Actual: 7.90<br>Prediction: 9.13<br>Residual: -1.23\", \"Index: Lundahl, Mr. Johan Svensson<br>Actual: 7.05<br>Prediction: 9.07<br>Residual: -2.01\", \"Index: Stahelin-Maeglin, Dr. Max<br>Actual: 30.50<br>Prediction: 167.14<br>Residual: -136.64\", \"Index: Stanley, Miss. Amy Zillah Elsie<br>Actual: 7.55<br>Prediction: 11.60<br>Residual: -4.05\", \"Index: Hegarty, Miss. Hanora \\\"Nora\\\"<br>Actual: 6.75<br>Prediction: 9.01<br>Residual: -2.26\", \"Index: Eitemiller, Mr. George Floyd<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Colley, Mr. Edward Pomeroy<br>Actual: 25.59<br>Prediction: 36.25<br>Residual: -10.66\", \"Index: Coleff, Mr. Peju<br>Actual: 7.50<br>Prediction: 9.07<br>Residual: -1.57\", \"Index: Brown, Mrs. Thomas William Solomon (Elizabeth Catherine Ford)<br>Actual: 39.00<br>Prediction: 26.92<br>Residual: 12.08\", \"Index: Davidson, Mr. Thornton<br>Actual: 52.00<br>Prediction: 46.49<br>Residual: 5.51\", \"Index: Turja, Miss. Anna Sofia<br>Actual: 9.84<br>Prediction: 11.60<br>Residual: -1.76\", \"Index: Hassab, Mr. Hammad<br>Actual: 76.73<br>Prediction: 61.45<br>Residual: 15.28\", \"Index: Goodwin, Mr. Charles Edward<br>Actual: 46.90<br>Prediction: 42.47<br>Residual: 4.43\", \"Index: Panula, Mr. Jaako Arnold<br>Actual: 39.69<br>Prediction: 27.31<br>Residual: 12.38\", \"Index: Fischer, Mr. Eberhard Thelander<br>Actual: 7.80<br>Prediction: 9.01<br>Residual: -1.21\", \"Index: Humblen, Mr. Adolf Mathias Nicolai Olsen<br>Actual: 7.65<br>Prediction: 9.07<br>Residual: -1.42\", \"Index: Astor, Mrs. John Jacob (Madeleine Talmadge Force)<br>Actual: 227.53<br>Prediction: 90.87<br>Residual: 136.65\", \"Index: Hansen, Mr. Henrik Juul<br>Actual: 7.85<br>Prediction: 13.12<br>Residual: -5.27\", \"Index: Calderhead, Mr. Edward Pennington<br>Actual: 26.29<br>Prediction: 39.01<br>Residual: -12.72\", \"Index: Taylor, Mr. Elmer Zebley<br>Actual: 52.00<br>Prediction: 59.95<br>Residual: -7.95\", \"Index: Larsson, Mr. August Viktor<br>Actual: 9.48<br>Prediction: 9.09<br>Residual: 0.39\", \"Index: Greenberg, Mr. Samuel<br>Actual: 13.00<br>Prediction: 14.20<br>Residual: -1.20\", \"Index: Troutt, Miss. Edwina Celia \\\"Winnie\\\"<br>Actual: 10.50<br>Prediction: 14.20<br>Residual: -3.70\", \"Index: Johnson, Mr. Malkolm Joackim<br>Actual: 7.78<br>Prediction: 9.16<br>Residual: -1.38\", \"Index: Gillespie, Mr. William Henry<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Allen, Miss. Elisabeth Walton<br>Actual: 211.34<br>Prediction: 77.13<br>Residual: 134.21\", \"Index: Berriman, Mr. William John<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Troupiansky, Mr. Moses Aaron<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14\", \"Index: Williams, Mr. Leslie<br>Actual: 16.10<br>Prediction: 9.56<br>Residual: 6.54\", \"Index: McNamee, Mr. Neal<br>Actual: 16.10<br>Prediction: 13.12<br>Residual: 2.98\", \"Index: Connaghton, Mr. Michael<br>Actual: 7.75<br>Prediction: 9.09<br>Residual: -1.34\", \"Index: Carlsson, Mr. August Sigfrid<br>Actual: 7.80<br>Prediction: 9.56<br>Residual: -1.76\", \"Index: Rothes, the Countess. of (Lucy Noel Martha Dyer-Edwards)<br>Actual: 86.50<br>Prediction: 76.42<br>Residual: 10.08\", \"Index: Eklund, Mr. Hans Linus<br>Actual: 7.78<br>Prediction: 9.01<br>Residual: -1.23\", \"Index: Hogeboom, Mrs. John C (Anna Andrews)<br>Actual: 77.96<br>Prediction: 61.93<br>Residual: 16.03\", \"Index: Lievens, Mr. Rene Aime<br>Actual: 9.50<br>Prediction: 9.01<br>Residual: 0.49\", \"Index: Robert, Mrs. Edward Scott (Elisabeth Walton McMillan)<br>Actual: 211.34<br>Prediction: 104.14<br>Residual: 107.20\", \"Index: Ayoub, Miss. Banoura<br>Actual: 7.23<br>Prediction: 11.14<br>Residual: -3.91\", \"Index: Dick, Mrs. Albert Adrian (Vera Gillespie)<br>Actual: 57.00<br>Prediction: 76.64<br>Residual: -19.64\", \"Index: Ali, Mr. William<br>Actual: 7.05<br>Prediction: 9.01<br>Residual: -1.96\", \"Index: Sjoblom, Miss. Anna Sofia<br>Actual: 7.50<br>Prediction: 11.60<br>Residual: -4.11\", \"Index: Guggenheim, Mr. Benjamin<br>Actual: 79.20<br>Prediction: 120.52<br>Residual: -41.32\", \"Index: Leader, Dr. Alice (Farnham)<br>Actual: 25.93<br>Prediction: 60.75<br>Residual: -34.82\", \"Index: Collyer, Mrs. Harvey (Charlotte Annie Tate)<br>Actual: 26.25<br>Prediction: 26.92<br>Residual: -0.67\", \"Index: Carter, Master. William Thornton II<br>Actual: 120.00<br>Prediction: 151.12<br>Residual: -31.12\", \"Index: Thomas, Master. Assad Alexander<br>Actual: 8.52<br>Prediction: 17.56<br>Residual: -9.04\", \"Index: Johansson, Mr. Karl Johan<br>Actual: 7.78<br>Prediction: 9.09<br>Residual: -1.32\", \"Index: Slemen, Mr. Richard James<br>Actual: 10.50<br>Prediction: 14.14<br>Residual: -3.64\", \"Index: Tomlin, Mr. Ernest Portage<br>Actual: 8.05<br>Prediction: 9.09<br>Residual: -1.04\", \"Index: Richards, Master. George Sibley<br>Actual: 18.75<br>Prediction: 26.93<br>Residual: -8.18\", \"Index: Mudd, Mr. Thomas Charles<br>Actual: 10.50<br>Prediction: 15.78<br>Residual: -5.28\", \"Index: Lemberopolous, Mr. Peter L<br>Actual: 6.44<br>Prediction: 9.07<br>Residual: -2.63\", \"Index: Boulos, Miss. Nourelain<br>Actual: 15.25<br>Prediction: 19.61<br>Residual: -4.36\", \"Index: Aks, Mrs. Sam (Leah Rosen)<br>Actual: 9.35<br>Prediction: 17.75<br>Residual: -8.40\", \"Index: Johnson, Master. Harold Theodor<br>Actual: 11.13<br>Prediction: 19.11<br>Residual: -7.98\", \"Index: Carlsson, Mr. Frans Olof<br>Actual: 5.00<br>Prediction: 36.55<br>Residual: -31.55\", \"Index: Gustafsson, Mr. Alfred Ossian<br>Actual: 9.85<br>Prediction: 9.01<br>Residual: 0.84\", \"Index: Montvila, Rev. Juozas<br>Actual: 13.00<br>Prediction: 14.14<br>Residual: -1.14\"], \"type\": \"scattergl\", \"x\": [38.0, 35.0, 2.0, 27.0, 14.0, 20.0, 14.0, 38.0, 28.0, 19.0, 18.0, 21.0, 45.0, 4.0, 26.0, 21.0, 17.0, 16.0, 29.0, 20.0, 46.0, 21.0, 38.0, 22.0, 20.0, 21.0, 29.0, 16.0, 9.0, 36.5, 51.0, 55.5, 44.0, 61.0, 21.0, 18.0, 19.0, 44.0, 28.0, 32.0, 40.0, 24.0, 51.0, 5.0, 33.0, 62.0, 50.0, 3.0, 63.0, 35.0, 22.0, 19.0, 36.0, 61.0, 41.0, 42.0, 29.0, 19.0, 27.0, 19.0, 1.0, 28.0, 24.0, 39.0, 33.0, 30.0, 21.0, 19.0, 45.0, 52.0, 48.0, 48.0, 33.0, 22.0, 25.0, 21.0, 24.0, 37.0, 18.0, 36.0, 30.0, 7.0, 45.0, 32.0, 33.0, 22.0, 39.0, 62.0, 53.0, 19.0, 36.0, 49.0, 35.0, 36.0, 27.0, 22.0, 40.0, 26.0, 27.0, 26.0, 51.0, 32.0, 23.0, 18.0, 23.0, 47.0, 36.0, 40.0, 31.0, 18.0, 27.0, 14.0, 14.0, 18.0, 42.0, 18.0, 26.0, 42.0, 48.0, 29.0, 52.0, 27.0, 33.0, 34.0, 29.0, 23.0, 23.0, 28.5, 24.0, 31.0, 28.0, 33.0, 16.0, 51.0, 24.0, 43.0, 13.0, 17.0, 25.0, 18.0, 46.0, 49.0, 31.0, 11.0, 0.42, 31.0, 35.0, 30.5, 0.83, 16.0, 34.5, 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   "source": [
    "# RandomForestExplainer\n",
    "\n",
    "For RandomForest models, the class type gets recast to either a `RandomForestClassifierExplainer` or a `RandomForestRegressionExplainer`, which provide some additional functionality to visualize the individual trees in the RandomForest."
   ]
  },
  {
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    "ExecuteTime": {
     "end_time": "2021-01-20T16:04:34.673145Z",
     "start_time": "2021-01-20T16:04:34.573604Z"
    }
   },
   "outputs": [
    {
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      "text/plain": [
       "RandomForestClassifier(max_depth=5, n_estimators=50)"
      ]
     },
     "execution_count": 80,
     "metadata": {},
     "output_type": "execute_result"
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     "text": [
      "Note: shap=='guess' so guessing for RandomForestClassifier shap='tree'...\n",
      "Detected RandomForestClassifier model: Changing class type to RandomForestClassifierExplainer...\n",
      "Note: model_output=='probability', so assuming that raw shap output of RandomForestClassifier is in probability space...\n",
      "Generating self.shap_explainer = shap.TreeExplainer(model)\n"
     ]
    }
   ],
   "source": [
    "from sklearn.ensemble import RandomForestClassifier\n",
    "from explainerdashboard.datasets import (\n",
    "    titanic_survive,\n",
    "    titanic_names,\n",
    "    feature_descriptions,\n",
    ")\n",
    "\n",
    "X_train, y_train, X_test, y_test = titanic_survive()\n",
    "train_names, test_names = titanic_names()\n",
    "\n",
    "model = RandomForestClassifier(n_estimators=50, max_depth=5)\n",
    "model.fit(X_train, y_train)\n",
    "\n",
    "explainer = ClassifierExplainer(\n",
    "    model, X_test, y_test, cats=[\"Sex\", \"Deck\", \"Embarked\"], idxs=test_names\n",
    ")"
   ]
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     "text": [
      "Christmann, Mr. Emil\n"
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prediction=12.08<br> click for detailed info\", \"tree no 16:<br> prediction=12.23<br> click for detailed info\", \"tree no 21:<br> prediction=12.33<br> click for detailed info\", \"tree no 11:<br> prediction=12.44<br> click for detailed info\", \"tree no 2:<br> prediction=12.94<br> click for detailed info\", \"tree no 39:<br> prediction=13.25<br> click for detailed info\", \"tree no 14:<br> prediction=13.29<br> click for detailed info\", \"tree no 27:<br> prediction=13.4<br> click for detailed info\", \"tree no 44:<br> prediction=13.5<br> click for detailed info\", \"tree no 12:<br> prediction=13.72<br> click for detailed info\", \"tree no 33:<br> prediction=13.74<br> click for detailed info\", \"tree no 24:<br> prediction=13.82<br> click for detailed info\", \"tree no 36:<br> prediction=13.89<br> click for detailed info\", \"tree no 18:<br> prediction=14.02<br> click for detailed info\", \"tree no 10:<br> prediction=14.09<br> click for detailed info\", \"tree no 49:<br> prediction=14.49<br> click for detailed info\", \"tree no 45:<br> prediction=14.59<br> click for detailed info\", \"tree no 13:<br> prediction=14.62<br> click for detailed info\", \"tree no 29:<br> prediction=14.81<br> click for detailed info\", \"tree no 38:<br> prediction=14.81<br> click for detailed info\", \"tree no 46:<br> prediction=15.02<br> click for detailed info\", \"tree no 26:<br> prediction=15.99<br> click for detailed info\", \"tree no 25:<br> prediction=16.28<br> click for detailed info\", \"tree no 28:<br> prediction=16.48<br> click for detailed info\", \"tree no 4:<br> prediction=16.54<br> click for detailed info\", \"tree no 20:<br> prediction=16.78<br> click for detailed info\", \"tree no 41:<br> prediction=16.88<br> click for detailed info\", \"tree no 9:<br> prediction=16.96<br> click for detailed info\", \"tree no 48:<br> prediction=17.82<br> click for detailed info\", \"tree no 7:<br> prediction=19.12<br> click for detailed info\", \"tree no 23:<br> prediction=20.0<br> click for detailed info\", \"tree no 42:<br> prediction=20.55<br> click for detailed info\", \"tree no 40:<br> prediction=21.59<br> click for detailed info\", \"tree no 8:<br> prediction=22.09<br> click for detailed info\", \"tree no 19:<br> prediction=23.15<br> click for detailed info\", \"tree no 34:<br> prediction=23.36<br> click for detailed info\", \"tree no 30:<br> prediction=34.93<br> click for detailed info\"], \"type\": \"bar\", \"x\": [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49], \"y\": [3.37, 4.05, 7.45, 8.05, 8.53, 9.85, 10.19, 10.59, 11.15, 11.43, 11.48, 11.51, 11.88, 12.08, 12.23, 12.33, 12.44, 12.94, 13.25, 13.29, 13.4, 13.5, 13.72, 13.74, 13.82, 13.89, 14.02, 14.09, 14.49, 14.59, 14.62, 14.81, 14.81, 15.02, 15.99, 16.28, 16.48, 16.54, 16.78, 16.88, 16.96, 17.82, 19.12, 20.0, 20.55, 21.59, 22.09, 23.15, 23.36, 34.93]}],                        {\"annotations\": [{\"arrowcolor\": \"lightgrey\", \"bgcolor\": \"lightgrey\", \"startstandoff\": 0, \"text\": \"Average prediction = 14.50\", \"x\": 29.4, \"y\": 14.5026}, {\"arrowcolor\": \"red\", \"bgcolor\": \"red\", \"text\": \"observed=0\", \"x\": 19.6, \"y\": 0}], \"plot_bgcolor\": \"#fff\", \"shapes\": [{\"line\": {\"color\": \"lightgray\", \"dash\": \"dot\", \"width\": 4}, \"type\": \"line\", \"x0\": 0, \"x1\": 49, \"xref\": \"x\", \"y0\": 14.5026, \"y1\": 14.5026, \"yref\": \"y\"}, {\"line\": {\"color\": \"red\", \"dash\": \"dashdot\", \"width\": 4}, \"type\": \"line\", \"x0\": 0, \"x1\": 49, \"xref\": \"x\", \"y0\": 0, \"y1\": 0, \"yref\": \"y\"}], \"template\": {\"data\": {\"scatter\": [{\"type\": \"scatter\"}]}}, \"title\": {\"text\": \"Individual RandomForest decision trees predicting Survival\"}, \"xaxis\": {\"title\": {\"text\": \"decision trees (sorted by prediction\"}}, \"yaxis\": {\"title\": {\"text\": \"Predicted Survival \"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('acdf7ec8-665c-43d8-a91c-97495ca580dd');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "name = test_names[20]\n",
    "print(name)  # first row of X_test\n",
    "explainer.plot_trees(name, highlight_tree=20)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:04:41.062189Z",
     "start_time": "2021-01-20T16:04:41.009613Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Calculating ShadowDecTree for each individual decision tree...\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>node_id</th>\n",
       "      <th>average</th>\n",
       "      <th>feature</th>\n",
       "      <th>value</th>\n",
       "      <th>split</th>\n",
       "      <th>direction</th>\n",
       "      <th>left</th>\n",
       "      <th>right</th>\n",
       "      <th>diff</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>0.380608</td>\n",
       "      <td>Sex_male</td>\n",
       "      <td>1.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>right</td>\n",
       "      <td>0.701195</td>\n",
       "      <td>0.197727</td>\n",
       "      <td>-0.182881</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>24</td>\n",
       "      <td>0.197727</td>\n",
       "      <td>Deck_C</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>left</td>\n",
       "      <td>0.184019</td>\n",
       "      <td>0.407407</td>\n",
       "      <td>-0.013708</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>25</td>\n",
       "      <td>0.184019</td>\n",
       "      <td>Deck_A</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>left</td>\n",
       "      <td>0.179361</td>\n",
       "      <td>0.500000</td>\n",
       "      <td>-0.004658</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>26</td>\n",
       "      <td>0.179361</td>\n",
       "      <td>Age</td>\n",
       "      <td>29.0</td>\n",
       "      <td>45.5</td>\n",
       "      <td>left</td>\n",
       "      <td>0.203911</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.024549</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>27</td>\n",
       "      <td>0.203911</td>\n",
       "      <td>No_of_parents_plus_children_on_board</td>\n",
       "      <td>0.0</td>\n",
       "      <td>0.5</td>\n",
       "      <td>left</td>\n",
       "      <td>0.167785</td>\n",
       "      <td>0.383333</td>\n",
       "      <td>-0.036125</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "  node_id   average                               feature  value  split  \\\n",
       "0       0  0.380608                              Sex_male    1.0    0.5   \n",
       "1      24  0.197727                                Deck_C    0.0    0.5   \n",
       "2      25  0.184019                                Deck_A    0.0    0.5   \n",
       "3      26  0.179361                                   Age   29.0   45.5   \n",
       "4      27  0.203911  No_of_parents_plus_children_on_board    0.0    0.5   \n",
       "\n",
       "  direction      left     right      diff  \n",
       "0     right  0.701195  0.197727 -0.182881  \n",
       "1      left  0.184019  0.407407 -0.013708  \n",
       "2      left  0.179361  0.500000 -0.004658  \n",
       "3      left  0.203911  0.000000  0.024549  \n",
       "4      left  0.167785  0.383333 -0.036125  "
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "explainer.get_decisionpath_df(tree_idx=20, index=name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 83,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:04:51.167119Z",
     "start_time": "2021-01-20T16:04:51.102873Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Feature</th>\n",
       "      <th>Condition</th>\n",
       "      <th>Adjustment</th>\n",
       "      <th>New Prediction</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Starting average</td>\n",
       "      <td>37.48%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Sex_female</td>\n",
       "      <td>0.0 &lt; 0.5</td>\n",
       "      <td>-18.06%</td>\n",
       "      <td>19.43%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>No_of_siblings_plus_spouses_on_board</td>\n",
       "      <td>0.0 &lt; 3.0</td>\n",
       "      <td>+0.8%</td>\n",
       "      <td>20.23%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Fare</td>\n",
       "      <td>8.05 &lt; 26.268750190734863</td>\n",
       "      <td>-7.34%</td>\n",
       "      <td>12.89%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Deck_Unkown</td>\n",
       "      <td>1.0 &gt;= 0.5</td>\n",
       "      <td>-0.47%</td>\n",
       "      <td>12.42%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Embarked_Cherbourg</td>\n",
       "      <td>0.0 &lt; 0.5</td>\n",
       "      <td>-2.23%</td>\n",
       "      <td>10.19%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Final Prediction</td>\n",
       "      <td>10.19%</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                Feature                  Condition  \\\n",
       "0                                                                    \n",
       "1                            Sex_female           0.0 < 0.5          \n",
       "2  No_of_siblings_plus_spouses_on_board           0.0 < 3.0          \n",
       "3                                  Fare  8.05 < 26.268750190734863   \n",
       "4                           Deck_Unkown          1.0 >= 0.5          \n",
       "5                    Embarked_Cherbourg           0.0 < 0.5          \n",
       "6                                                                    \n",
       "\n",
       "         Adjustment New Prediction  \n",
       "0  Starting average         37.48%  \n",
       "1           -18.06%         19.43%  \n",
       "2             +0.8%         20.23%  \n",
       "3            -7.34%         12.89%  \n",
       "4            -0.47%         12.42%  \n",
       "5            -2.23%         10.19%  \n",
       "6  Final Prediction        10.19%   "
      ]
     },
     "execution_count": 83,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "explainer.get_decisionpath_summary_df(tree_idx=5, index=name)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## decision_path\n",
    "- this graphic is generated by dtreeviz\n",
    "- See https://explained.ai/decision-tree-viz/index.html for more of the thinking behind this visualization\n",
    "- dtreeviz generates an SVG gile that gets saved to disk\n",
    "- but you need a working installation of graphviz for this to work\n",
    "- Would be nice to turn this into a react component!\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {
    "ExecuteTime": {
     "end_time": "2021-01-20T16:05:48.378662Z",
     "start_time": "2021-01-20T16:05:48.298578Z"
    }
   },
   "outputs": [
    {
     "ename": "IndexError",
     "evalue": "only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices",
     "output_type": "error",
     "traceback": [
      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[0;31mIndexError\u001b[0m                                Traceback (most recent call last)",
      "\u001b[0;32m<ipython-input-85-0cbca382de81>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mexplainer\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdecisiontree\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtree_idx\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;36m5\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mname\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[0;32m~/projects/explainerdashboard/explainerdashboard/explainers.py\u001b[0m in \u001b[0;36mdecisiontree\u001b[0;34m(self, tree_idx, index, show_just_path)\u001b[0m\n\u001b[1;32m   2740\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2741\u001b[0m         \u001b[0;32mfrom\u001b[0m \u001b[0mIPython\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdisplay\u001b[0m \u001b[0;32mimport\u001b[0m \u001b[0mSVG\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2742\u001b[0;31m         \u001b[0msvg_file\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdecisiontree_file\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mtree_idx\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mindex\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mshow_just_path\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m   2743\u001b[0m         \u001b[0;32mreturn\u001b[0m \u001b[0mSVG\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mopen\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0msvg_file\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m'rb'\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2744\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/projects/explainerdashboard/explainerdashboard/explainers.py\u001b[0m in \u001b[0;36mdecisiontree_file\u001b[0;34m(self, tree_idx, index, show_just_path)\u001b[0m\n\u001b[1;32m   2715\u001b[0m             \u001b[0;32mreturn\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2716\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m-> 2717\u001b[0;31m         viz = dtreeviz(self.shadow_trees[tree_idx], \n\u001b[0m\u001b[1;32m   2718\u001b[0m                         \u001b[0mX\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_X_row\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mindex\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msqueeze\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m   2719\u001b[0m                         \u001b[0mfancy\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0;32mFalse\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/projects/explainerdashboard/venv/lib/python3.8/site-packages/dtreeviz/trees.py\u001b[0m in \u001b[0;36mdtreeviz\u001b[0;34m(tree_model, x_data, y_data, feature_names, target_name, class_names, tree_index, precision, orientation, instance_orientation, show_root_edge_labels, show_node_labels, show_just_path, fancy, histtype, highlight_path, X, max_X_features_LR, max_X_features_TD, label_fontsize, ticks_fontsize, fontname, colors, scale)\u001b[0m\n\u001b[1;32m    780\u001b[0m     \u001b[0;32mif\u001b[0m \u001b[0mshadow_tree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mis_classifier\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    781\u001b[0m         \u001b[0mnbins\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mget_num_bins\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mhisttype\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mn_classes\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 782\u001b[0;31m         \u001b[0mnode_heights\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mshadow_tree\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget_split_node_heights\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mX_data\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my_data\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0mnbins\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mnbins\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    783\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    784\u001b[0m     \u001b[0minternal\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/projects/explainerdashboard/venv/lib/python3.8/site-packages/dtreeviz/models/shadow_decision_tree.py\u001b[0m in \u001b[0;36mget_split_node_heights\u001b[0;34m(self, X_train, y_train, nbins)\u001b[0m\n\u001b[1;32m    278\u001b[0m             \u001b[0;31m# print(f\"\\tlen(bins)={len(bins):2d} bins={bins}\")\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    279\u001b[0m             \u001b[0mX\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mX_feature\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnode\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msamples\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my_train\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnode\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msamples\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 280\u001b[0;31m             \u001b[0mX_hist\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mX\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0my\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mcl\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mcl\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mclass_values\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    281\u001b[0m             \u001b[0mheight_of_bins\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mzeros\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnbins\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    282\u001b[0m             \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mclass_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;32m~/projects/explainerdashboard/venv/lib/python3.8/site-packages/dtreeviz/models/shadow_decision_tree.py\u001b[0m in \u001b[0;36m<listcomp>\u001b[0;34m(.0)\u001b[0m\n\u001b[1;32m    278\u001b[0m             \u001b[0;31m# print(f\"\\tlen(bins)={len(bins):2d} bins={bins}\")\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    279\u001b[0m             \u001b[0mX\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mX_feature\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnode\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msamples\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0my_train\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0mnode\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0msamples\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 280\u001b[0;31m             \u001b[0mX_hist\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0;34m[\u001b[0m\u001b[0mX\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0my\u001b[0m \u001b[0;34m==\u001b[0m \u001b[0mcl\u001b[0m\u001b[0;34m]\u001b[0m \u001b[0;32mfor\u001b[0m \u001b[0mcl\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mclass_values\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m    281\u001b[0m             \u001b[0mheight_of_bins\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0mnp\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mzeros\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mnbins\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m    282\u001b[0m             \u001b[0;32mfor\u001b[0m \u001b[0mi\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0m_\u001b[0m \u001b[0;32min\u001b[0m \u001b[0menumerate\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mclass_values\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
      "\u001b[0;31mIndexError\u001b[0m: only integers, slices (`:`), ellipsis (`...`), numpy.newaxis (`None`) and integer or boolean arrays are valid indices"
     ]
    }
   ],
   "source": [
    "explainer.decisiontree(tree_idx=5, index=name)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
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