{
 "cells": [
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:25.849389Z",
     "start_time": "2025-05-28T10:16:18.604191Z"
    }
   },
   "cell_type": "code",
   "source": "%use dataframe",
   "outputs": [],
   "execution_count": 1
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:33.602396Z",
     "start_time": "2025-05-28T10:16:25.875493Z"
    }
   },
   "source": [
    "%useLatestDescriptors\n",
    "%use kandy"
   ],
   "outputs": [],
   "execution_count": 2
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:38.183961Z",
     "start_time": "2025-05-28T10:16:33.616915Z"
    }
   },
   "source": [
    "val df = DataFrame.readCsv(\n",
    "    fileOrUrl = \"titanic.csv\",\n",
    "    delimiter = ';',\n",
    "    parserOptions = ParserOptions(locale = java.util.Locale.FRENCH),\n",
    ")\n",
    "\n",
    "df.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_1()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_1\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870912&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: String?&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Int?&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Int?&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211.3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: String?&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;AA&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;] }, \n",
       "], id: -536870912, rootId: -536870912, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870912) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_1() {\n",
       "                    let elem = document.getElementById(\"iframe_out_1\");\n",
       "                    resize_iframe_out_1(elem);\n",
       "                    setInterval(resize_iframe_out_1, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_1(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870911\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">29.000000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211.337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0.916700</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">30.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">25.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870911\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":null,\"age\":29.0,\"sibsp\":null,\"parch\":null,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":null,\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\"},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"}]}"
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 3
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We have a dataset that uses an alternative pattern for decimal numbers. This is a reason why the French locale will be used in the example.\n",
    "\n",
    "But before data conversion, we should handle *null* values."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:38.794245Z",
     "start_time": "2025-05-28T10:16:38.197758Z"
    }
   },
   "source": [
    "df.describe()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_2()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_2\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870910&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 14, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;pclass&quot;,&quot;survived&quot;,&quot;name&quot;,&quot;sex&quot;,&quot;age&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;ticket&quot;,&quot;fare&quot;,&quot;cabin&quot;,&quot;embarked&quot;,&quot;boat&quot;,&quot;body&quot;,&quot;homedest&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;type: String&bsol;&quot;&gt;type&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Int&quot;,&quot;Int&quot;,&quot;String&quot;,&quot;String?&quot;,&quot;Double?&quot;,&quot;Int?&quot;,&quot;Int?&quot;,&quot;String&quot;,&quot;Double?&quot;,&quot;String?&quot;,&quot;String?&quot;,&quot;String?&quot;,&quot;Int?&quot;,&quot;String?&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1309&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;unique: Int&bsol;&quot;&gt;unique&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1307&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;99&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;929&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;282&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;187&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;28&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;122&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;370&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;nulls: Int&bsol;&quot;&gt;nulls&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;263&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1014&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;823&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1188&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;564&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;top: Comparable&lt;*&gt;&bsol;&quot;&gt;top&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Connolly, Miss. Kate&quot;,&quot;male&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;24.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;CA. 2343&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;C23 C25 C27&quot;,&quot;S&quot;,&quot;13&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;New York, NY&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;freq: Int&bsol;&quot;&gt;freq&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;709&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;809&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;843&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;47&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;890&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1001&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;60&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;912&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;39&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;64&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;mean: Double?&bsol;&quot;&gt;mean&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.294882&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.381971&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.881135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.499235&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.385321&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;33.295479&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;160.809917&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;std: Double?&bsol;&quot;&gt;std&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.837836&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.486055&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;14.413500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.041965&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.865826&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;51.758668&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;97.696922&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;min: Comparable&lt;*&gt;&bsol;&quot;&gt;min&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Abbing, Mr. Anthony&quot;,&quot;female&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;110152&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;A10&quot;,&quot;AA&quot;,&quot;1&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;?Havana, Cuba&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;p25: Comparable&lt;*&gt;&bsol;&quot;&gt;p25&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Devaney, Miss. Margaret Delia&quot;,&quot;female&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;21.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;248738&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;B73&quot;,&quot;Q&quot;,&quot;14&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;71.3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;England&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;median: Comparable&lt;*&gt;&bsol;&quot;&gt;median&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Kink, Miss. Maria&quot;,&quot;male&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;28.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;347082&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;14.5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;C62 C64&quot;,&quot;S&quot;,&quot;3&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;155.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Lucca, Italy &sol; California&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;p75: Comparable&lt;*&gt;&bsol;&quot;&gt;p75&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Quick, Mrs. Frederick Charles (Jane Richards)&bsol;&quot;&gt;Quick, Mrs. Frederick Charles (Jane R&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;male&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;39.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;A&sol;5 3536&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;31.3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;D48&quot;,&quot;S&quot;,&quot;8&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;256.7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Provo, UT&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;max: Comparable&lt;*&gt;&bsol;&quot;&gt;max&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;van Melkebeke, Mr. Philemon&quot;,&quot;male&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;80.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;WE&sol;P 5735&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;512.3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;T&quot;,&quot;S&quot;,&quot;D&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;328&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Zurich, Switzerland&quot;] }, \n",
       "], id: -536870910, rootId: -536870910, totalRows: 14 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870910) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_2() {\n",
       "                    let elem = document.getElementById(\"iframe_out_2\");\n",
       "                    resize_iframe_out_2(elem);\n",
       "                    setInterval(resize_iframe_out_2, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_2(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870909\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">type</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th><th class=\"bottomBorder\" style=\"text-align:left\">unique</th><th class=\"bottomBorder\" style=\"text-align:left\">nulls</th><th class=\"bottomBorder\" style=\"text-align:left\">top</th><th class=\"bottomBorder\" style=\"text-align:left\">freq</th><th class=\"bottomBorder\" style=\"text-align:left\">mean</th><th class=\"bottomBorder\" style=\"text-align:left\">std</th><th class=\"bottomBorder\" style=\"text-align:left\">min</th><th class=\"bottomBorder\" style=\"text-align:left\">p25</th><th class=\"bottomBorder\" style=\"text-align:left\">median</th><th class=\"bottomBorder\" style=\"text-align:left\">p75</th><th class=\"bottomBorder\" style=\"text-align:left\">max</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">pclass</td><td  style=\"vertical-align:top\">Int</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">709</td><td  style=\"vertical-align:top\">2.294882</td><td  style=\"vertical-align:top\">0.837836</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">3.000000</td><td  style=\"vertical-align:top\">3.000000</td><td  style=\"vertical-align:top\">3</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">Int</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">809</td><td  style=\"vertical-align:top\">0.381971</td><td  style=\"vertical-align:top\">0.486055</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">name</td><td  style=\"vertical-align:top\">String</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">1307</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Connolly, Miss. Kate</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Abbing, Mr. Anthony</td><td  style=\"vertical-align:top\">Devaney, Miss. Margaret Delia</td><td  style=\"vertical-align:top\">Kink, Miss. Maria</td><td  style=\"vertical-align:top\">Quick, Mrs. Frederick Charles (Jane R<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">van Melkebeke, Mr. Philemon</td></tr><tr><td  style=\"vertical-align:top\">sex</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">843</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">male</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">Double?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">99</td><td  style=\"vertical-align:top\">263</td><td  style=\"vertical-align:top\">24.000000</td><td  style=\"vertical-align:top\">47</td><td  style=\"vertical-align:top\">29.881135</td><td  style=\"vertical-align:top\">14.413500</td><td  style=\"vertical-align:top\">0.166700</td><td  style=\"vertical-align:top\">21.000000</td><td  style=\"vertical-align:top\">28.000000</td><td  style=\"vertical-align:top\">39.000000</td><td  style=\"vertical-align:top\">80.000000</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">Int?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">8</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">890</td><td  style=\"vertical-align:top\">0.499235</td><td  style=\"vertical-align:top\">1.041965</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">Int?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">9</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1001</td><td  style=\"vertical-align:top\">0.385321</td><td  style=\"vertical-align:top\">0.865826</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">9</td></tr><tr><td  style=\"vertical-align:top\">ticket</td><td  style=\"vertical-align:top\">String</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">929</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">CA. 2343</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">110152</td><td  style=\"vertical-align:top\">248738</td><td  style=\"vertical-align:top\">347082</td><td  style=\"vertical-align:top\">A/5 3536</td><td  style=\"vertical-align:top\">WE/P 5735</td></tr><tr><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">Double?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">282</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">8.050000</td><td  style=\"vertical-align:top\">60</td><td  style=\"vertical-align:top\">33.295479</td><td  style=\"vertical-align:top\">51.758668</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">7.895800</td><td  style=\"vertical-align:top\">14.454200</td><td  style=\"vertical-align:top\">31.275000</td><td  style=\"vertical-align:top\">512.329200</td></tr><tr><td  style=\"vertical-align:top\">cabin</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">187</td><td  style=\"vertical-align:top\">1014</td><td  style=\"vertical-align:top\">C23 C25 C27</td><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">A10</td><td  style=\"vertical-align:top\">B73</td><td  style=\"vertical-align:top\">C62 C64</td><td  style=\"vertical-align:top\">D48</td><td  style=\"vertical-align:top\">T</td></tr><tr><td  style=\"vertical-align:top\">embarked</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">5</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">912</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">Q</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">S</td></tr><tr><td  style=\"vertical-align:top\">boat</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">28</td><td  style=\"vertical-align:top\">823</td><td  style=\"vertical-align:top\">13</td><td  style=\"vertical-align:top\">39</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">14</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">8</td><td  style=\"vertical-align:top\">D</td></tr><tr><td  style=\"vertical-align:top\">body</td><td  style=\"vertical-align:top\">Int?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">122</td><td  style=\"vertical-align:top\">1188</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">160.809917</td><td  style=\"vertical-align:top\">97.696922</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">71.333333</td><td  style=\"vertical-align:top\">155.000000</td><td  style=\"vertical-align:top\">256.666667</td><td  style=\"vertical-align:top\">328</td></tr><tr><td  style=\"vertical-align:top\">homedest</td><td  style=\"vertical-align:top\">String?</td><td  style=\"vertical-align:top\">1309</td><td  style=\"vertical-align:top\">370</td><td  style=\"vertical-align:top\">564</td><td  style=\"vertical-align:top\">New York, NY</td><td  style=\"vertical-align:top\">64</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">?Havana, Cuba</td><td  style=\"vertical-align:top\">England</td><td  style=\"vertical-align:top\">Lucca, Italy / California</td><td  style=\"vertical-align:top\">Provo, UT</td><td  style=\"vertical-align:top\">Zurich, Switzerland</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870909\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"name\",\"type\",\"count\",\"unique\",\"nulls\",\"top\",\"freq\",\"mean\",\"std\",\"min\",\"p25\",\"median\",\"p75\",\"max\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Comparable<*>\"}],\"nrow\":14,\"ncol\":14},\"kotlin_dataframe\":[{\"name\":\"pclass\",\"type\":\"Int\",\"count\":1309,\"unique\":3,\"nulls\":0,\"top\":\"3\",\"freq\":709,\"mean\":2.294881588999236,\"std\":0.837836018970131,\"min\":\"1\",\"p25\":\"2.0\",\"median\":\"3.0\",\"p75\":\"3.0\",\"max\":\"3\"},{\"name\":\"survived\",\"type\":\"Int\",\"count\":1309,\"unique\":2,\"nulls\":0,\"top\":\"0\",\"freq\":809,\"mean\":0.3819709702062643,\"std\":0.48605517086648004,\"min\":\"0\",\"p25\":\"0.0\",\"median\":\"0.0\",\"p75\":\"1.0\",\"max\":\"1\"},{\"name\":\"name\",\"type\":\"String\",\"count\":1309,\"unique\":1307,\"nulls\":0,\"top\":\"Connolly, Miss. Kate\",\"freq\":2,\"mean\":null,\"std\":null,\"min\":\"Abbing, Mr. Anthony\",\"p25\":\"Devaney, Miss. Margaret Delia\",\"median\":\"Kink, Miss. Maria\",\"p75\":\"Quick, Mrs. Frederick Charles (Jane Richards)\",\"max\":\"van Melkebeke, Mr. Philemon\"},{\"name\":\"sex\",\"type\":\"String?\",\"count\":1309,\"unique\":3,\"nulls\":1,\"top\":\"male\",\"freq\":843,\"mean\":null,\"std\":null,\"min\":\"female\",\"p25\":\"female\",\"median\":\"male\",\"p75\":\"male\",\"max\":\"male\"},{\"name\":\"age\",\"type\":\"Double?\",\"count\":1309,\"unique\":99,\"nulls\":263,\"top\":\"24.0\",\"freq\":47,\"mean\":29.8811345124283,\"std\":14.413499699923594,\"min\":\"0.1667\",\"p25\":\"21.0\",\"median\":\"28.0\",\"p75\":\"39.0\",\"max\":\"80.0\"},{\"name\":\"sibsp\",\"type\":\"Int?\",\"count\":1309,\"unique\":8,\"nulls\":1,\"top\":\"0\",\"freq\":890,\"mean\":0.49923547400611623,\"std\":1.041965373922986,\"min\":\"0\",\"p25\":\"0.0\",\"median\":\"0.0\",\"p75\":\"1.0\",\"max\":\"8\"},{\"name\":\"parch\",\"type\":\"Int?\",\"count\":1309,\"unique\":9,\"nulls\":1,\"top\":\"0\",\"freq\":1001,\"mean\":0.3853211009174312,\"std\":0.8658257885990794,\"min\":\"0\",\"p25\":\"0.0\",\"median\":\"0.0\",\"p75\":\"0.0\",\"max\":\"9\"},{\"name\":\"ticket\",\"type\":\"String\",\"count\":1309,\"unique\":929,\"nulls\":0,\"top\":\"CA. 2343\",\"freq\":11,\"mean\":null,\"std\":null,\"min\":\"110152\",\"p25\":\"248738\",\"median\":\"347082\",\"p75\":\"A/5 3536\",\"max\":\"WE/P 5735\"},{\"name\":\"fare\",\"type\":\"Double?\",\"count\":1309,\"unique\":282,\"nulls\":1,\"top\":\"8.05\",\"freq\":60,\"mean\":33.29547928134572,\"std\":51.758668239174135,\"min\":\"0.0\",\"p25\":\"7.8958\",\"median\":\"14.4542\",\"p75\":\"31.275\",\"max\":\"512.3292\"},{\"name\":\"cabin\",\"type\":\"String?\",\"count\":1309,\"unique\":187,\"nulls\":1014,\"top\":\"C23 C25 C27\",\"freq\":6,\"mean\":null,\"std\":null,\"min\":\"A10\",\"p25\":\"B73\",\"median\":\"C62 C64\",\"p75\":\"D48\",\"max\":\"T\"},{\"name\":\"embarked\",\"type\":\"String?\",\"count\":1309,\"unique\":5,\"nulls\":3,\"top\":\"S\",\"freq\":912,\"mean\":null,\"std\":null,\"min\":\"AA\",\"p25\":\"Q\",\"median\":\"S\",\"p75\":\"S\",\"max\":\"S\"},{\"name\":\"boat\",\"type\":\"String?\",\"count\":1309,\"unique\":28,\"nulls\":823,\"top\":\"13\",\"freq\":39,\"mean\":null,\"std\":null,\"min\":\"1\",\"p25\":\"14\",\"median\":\"3\",\"p75\":\"8\",\"max\":\"D\"},{\"name\":\"body\",\"type\":\"Int?\",\"count\":1309,\"unique\":122,\"nulls\":1188,\"top\":\"135\",\"freq\":1,\"mean\":160.8099173553719,\"std\":97.6969219960031,\"min\":\"1\",\"p25\":\"71.33333333333333\",\"median\":\"155.0\",\"p75\":\"256.66666666666663\",\"max\":\"328\"},{\"name\":\"homedest\",\"type\":\"String?\",\"count\":1309,\"unique\":370,\"nulls\":564,\"top\":\"New York, NY\",\"freq\":64,\"mean\":null,\"std\":null,\"min\":\"?Havana, Cuba\",\"p25\":\"England\",\"median\":\"Lucca, Italy / California\",\"p75\":\"Provo, UT\",\"max\":\"Zurich, Switzerland\"}]}"
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 4
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:38.988769Z",
     "start_time": "2025-05-28T10:16:38.801330Z"
    }
   },
   "source": [
    "df"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_3()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_3\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870908&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 1309 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 1309, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Anderson, Mr. Harry&quot;,&quot;Andrews, Miss. Kornelia Theodosia&quot;,&quot;Andrews, Mr. Thomas Jr&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Appleton, Mrs. Edward Dale (Charlotte Lamson)&bsol;&quot;&gt;Appleton, Mrs. Edward Dale (Charlotte&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Artagaveytia, Mr. Ramon&quot;,&quot;Astor, Col. John Jacob&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Astor, Mrs. John Jacob (Madeleine Talmadge Force)&bsol;&quot;&gt;Astor, Mrs. John Jacob (Madeleine Tal&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Aubart, Mme. Leontine Pauline&quot;,&quot;Barber, Miss. Ellen &amp;#34;Nellie&amp;#34;&quot;,&quot;Barkworth, Mr. Algernon Henry Wilson&quot;,&quot;Baumann, Mr. John D&quot;,&quot;Baxter, Mr. Quigg Edmond&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Baxter, Mrs. James (Helene DeLaudeniere Chaput)&bsol;&quot;&gt;Baxter, Mrs. James (Helene DeLaudenie&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Bazzani, Miss. Albina&quot;,&quot;Beattie, Mr. Thomson&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: String?&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;male&quot;,&quot;female&quot;,&quot;female&quot;,&quot;female&quot;,&quot;male&quot;,&quot;male&quot;,&quot;male&quot;,&quot;female&quot;,&quot;female&quot;,&quot;male&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double?&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;48.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;63.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;39.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;53.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;71.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;47.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;24.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;26.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;80.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;24.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;50.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;32.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;36.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Int?&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Int?&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;19952&quot;,&quot;13502&quot;,&quot;112050&quot;,&quot;11769&quot;,&quot;PC 17609&quot;,&quot;PC 17757&quot;,&quot;PC 17757&quot;,&quot;PC 17477&quot;,&quot;19877&quot;,&quot;27042&quot;,&quot;PC 17318&quot;,&quot;PC 17558&quot;,&quot;PC 17558&quot;,&quot;11813&quot;,&quot;13050&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double?&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211.3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;26.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;77.9583&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;51.4792&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;49.5042&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;227.5250&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;227.5250&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;69.3000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;78.8500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25.9250&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;247.5208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;247.5208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;76.2917&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;75.2417&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String?&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;E12&quot;,&quot;D7&quot;,&quot;A36&quot;,&quot;C101&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;C62 C64&quot;,&quot;C62 C64&quot;,&quot;B35&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;A23&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;B58 B60&quot;,&quot;B58 B60&quot;,&quot;D15&quot;,&quot;C6&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: String?&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;AA&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;C&quot;,&quot;C&quot;,&quot;C&quot;,&quot;C&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;,&quot;C&quot;,&quot;C&quot;,&quot;C&quot;,&quot;C&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;3&quot;,&quot;10&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;D&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;4&quot;,&quot;9&quot;,&quot;6&quot;,&quot;B&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;6&quot;,&quot;8&quot;,&quot;A&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;22&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;124&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String?&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;New York, NY&quot;,&quot;Hudson, NY&quot;,&quot;Belfast, NI&quot;,&quot;Bayside, Queens, NY&quot;,&quot;Montevideo, Uruguay&quot;,&quot;New York, NY&quot;,&quot;New York, NY&quot;,&quot;Paris, France&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Hessle, Yorks&quot;,&quot;New York, NY&quot;,&quot;Montreal, PQ&quot;,&quot;Montreal, PQ&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Winnipeg, MN&quot;] }, \n",
       "], id: -536870908, rootId: -536870908, totalRows: 1309 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870908) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_3() {\n",
       "                    let elem = document.getElementById(\"iframe_out_3\");\n",
       "                    resize_iframe_out_3(elem);\n",
       "                    setInterval(resize_iframe_out_3, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_3(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870907\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">29.000000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211.337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0.916700</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">30.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">25.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Anderson, Mr. Harry</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">48.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">19952</td><td  style=\"vertical-align:top\">26.550000</td><td  style=\"vertical-align:top\">E12</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">New York, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Andrews, Miss. Kornelia Theodosia</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">63.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">13502</td><td  style=\"vertical-align:top\">77.958300</td><td  style=\"vertical-align:top\">D7</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">10</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Hudson, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Andrews, Mr. Thomas Jr</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">39.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">112050</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">A36</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Belfast, NI</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Appleton, Mrs. Edward Dale (Charlotte<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">53.000000</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">11769</td><td  style=\"vertical-align:top\">51.479200</td><td  style=\"vertical-align:top\">C101</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">D</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Bayside, Queens, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Artagaveytia, Mr. Ramon</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">71.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">PC 17609</td><td  style=\"vertical-align:top\">49.504200</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">22</td><td  style=\"vertical-align:top\">Montevideo, Uruguay</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Astor, Col. John Jacob</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">47.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">PC 17757</td><td  style=\"vertical-align:top\">227.525000</td><td  style=\"vertical-align:top\">C62 C64</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">124</td><td  style=\"vertical-align:top\">New York, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Astor, Mrs. John Jacob (Madeleine Tal<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">18.000000</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">PC 17757</td><td  style=\"vertical-align:top\">227.525000</td><td  style=\"vertical-align:top\">C62 C64</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">New York, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Aubart, Mme. Leontine Pauline</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">24.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">PC 17477</td><td  style=\"vertical-align:top\">69.300000</td><td  style=\"vertical-align:top\">B35</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">9</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Paris, France</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Barber, Miss. Ellen &#34;Nellie&#34;</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">26.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">19877</td><td  style=\"vertical-align:top\">78.850000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Barkworth, Mr. Algernon Henry Wilson</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">80.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">27042</td><td  style=\"vertical-align:top\">30.000000</td><td  style=\"vertical-align:top\">A23</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">B</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Hessle, Yorks</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Baumann, Mr. John D</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">PC 17318</td><td  style=\"vertical-align:top\">25.925000</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">New York, NY</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Baxter, Mr. Quigg Edmond</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">24.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">PC 17558</td><td  style=\"vertical-align:top\">247.520800</td><td  style=\"vertical-align:top\">B58 B60</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Baxter, Mrs. James (Helene DeLaudenie<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">50.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">PC 17558</td><td  style=\"vertical-align:top\">247.520800</td><td  style=\"vertical-align:top\">B58 B60</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">6</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Bazzani, Miss. Albina</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">32.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">11813</td><td  style=\"vertical-align:top\">76.291700</td><td  style=\"vertical-align:top\">D15</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">8</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Beattie, Mr. Thomson</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">36.000000</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">13050</td><td  style=\"vertical-align:top\">75.241700</td><td  style=\"vertical-align:top\">C6</td><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">A</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Winnipeg, MN</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870907\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"}],\"nrow\":1309,\"ncol\":14},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":null,\"age\":29.0,\"sibsp\":null,\"parch\":null,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":null,\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\"},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1,\"parch\":2,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":1,\"name\":\"Anderson, Mr. Harry\",\"sex\":\"male\",\"age\":48.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"19952\",\"fare\":26.55,\"cabin\":\"E12\",\"embarked\":\"S\",\"boat\":\"3\",\"body\":null,\"homedest\":\"New York, NY\"},{\"pclass\":1,\"survived\":1,\"name\":\"Andrews, Miss. Kornelia Theodosia\",\"sex\":\"female\",\"age\":63.0,\"sibsp\":1,\"parch\":0,\"ticket\":\"13502\",\"fare\":77.9583,\"cabin\":\"D7\",\"embarked\":\"S\",\"boat\":\"10\",\"body\":null,\"homedest\":\"Hudson, NY\"},{\"pclass\":1,\"survived\":0,\"name\":\"Andrews, Mr. Thomas Jr\",\"sex\":\"male\",\"age\":39.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"112050\",\"fare\":0.0,\"cabin\":\"A36\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Belfast, NI\"},{\"pclass\":1,\"survived\":1,\"name\":\"Appleton, Mrs. Edward Dale (Charlotte Lamson)\",\"sex\":\"female\",\"age\":53.0,\"sibsp\":2,\"parch\":0,\"ticket\":\"11769\",\"fare\":51.4792,\"cabin\":\"C101\",\"embarked\":\"S\",\"boat\":\"D\",\"body\":null,\"homedest\":\"Bayside, Queens, NY\"},{\"pclass\":1,\"survived\":0,\"name\":\"Artagaveytia, Mr. Ramon\",\"sex\":\"male\",\"age\":71.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"PC 17609\",\"fare\":49.5042,\"cabin\":null,\"embarked\":\"C\",\"boat\":null,\"body\":22,\"homedest\":\"Montevideo, Uruguay\"},{\"pclass\":1,\"survived\":0,\"name\":\"Astor, Col. John Jacob\",\"sex\":\"male\",\"age\":47.0,\"sibsp\":1,\"parch\":0,\"ticket\":\"PC 17757\",\"fare\":227.525,\"cabin\":\"C62 C64\",\"embarked\":\"C\",\"boat\":null,\"body\":124,\"homedest\":\"New York, NY\"},{\"pclass\":1,\"survived\":1,\"name\":\"Astor, Mrs. John Jacob (Madeleine Talmadge Force)\",\"sex\":\"female\",\"age\":18.0,\"sibsp\":1,\"parch\":0,\"ticket\":\"PC 17757\",\"fare\":227.525,\"cabin\":\"C62 C64\",\"embarked\":\"C\",\"boat\":\"4\",\"body\":null,\"homedest\":\"New York, NY\"},{\"pclass\":1,\"survived\":1,\"name\":\"Aubart, Mme. Leontine Pauline\",\"sex\":\"female\",\"age\":24.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"PC 17477\",\"fare\":69.3,\"cabin\":\"B35\",\"embarked\":\"C\",\"boat\":\"9\",\"body\":null,\"homedest\":\"Paris, France\"},{\"pclass\":1,\"survived\":1,\"name\":\"Barber, Miss. Ellen \\\"Nellie\\\"\",\"sex\":\"female\",\"age\":26.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"19877\",\"fare\":78.85,\"cabin\":null,\"embarked\":\"S\",\"boat\":\"6\",\"body\":null,\"homedest\":null},{\"pclass\":1,\"survived\":1,\"name\":\"Barkworth, Mr. Algernon Henry Wilson\",\"sex\":\"male\",\"age\":80.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"27042\",\"fare\":30.0,\"cabin\":\"A23\",\"embarked\":\"S\",\"boat\":\"B\",\"body\":null,\"homedest\":\"Hessle, Yorks\"},{\"pclass\":1,\"survived\":0,\"name\":\"Baumann, Mr. John D\",\"sex\":\"male\",\"age\":null,\"sibsp\":0,\"parch\":0,\"ticket\":\"PC 17318\",\"fare\":25.925,\"cabin\":null,\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"New York, NY\"},{\"pclass\":1,\"survived\":0,\"name\":\"Baxter, Mr. Quigg Edmond\",\"sex\":\"male\",\"age\":24.0,\"sibsp\":0,\"parch\":1,\"ticket\":\"PC 17558\",\"fare\":247.5208,\"cabin\":\"B58 B60\",\"embarked\":\"C\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ\"},{\"pclass\":1,\"survived\":1,\"name\":\"Baxter, Mrs. James (Helene DeLaudeniere Chaput)\",\"sex\":\"female\",\"age\":50.0,\"sibsp\":0,\"parch\":1,\"ticket\":\"PC 17558\",\"fare\":247.5208,\"cabin\":\"B58 B60\",\"embarked\":\"C\",\"boat\":\"6\",\"body\":null,\"homedest\":\"Montreal, PQ\"},{\"pclass\":1,\"survived\":1,\"name\":\"Bazzani, Miss. Albina\",\"sex\":\"female\",\"age\":32.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"11813\",\"fare\":76.2917,\"cabin\":\"D15\",\"embarked\":\"C\",\"boat\":\"8\",\"body\":null,\"homedest\":null},{\"pclass\":1,\"survived\":0,\"name\":\"Beattie, Mr. Thomson\",\"sex\":\"male\",\"age\":36.0,\"sibsp\":0,\"parch\":0,\"ticket\":\"13050\",\"fare\":75.2417,\"cabin\":\"C6\",\"embarked\":\"C\",\"boat\":\"A\",\"body\":null,\"homedest\":\"Winnipeg, MN\"}]}"
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 5
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Imputing null values\n",
    "Let's convert all columns of our dataset to non-nullable and impute null values based on mean values."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:41.323938Z",
     "start_time": "2025-05-28T10:16:38.994285Z"
    }
   },
   "source": [
    "val df1 = df\n",
    "    // imputing\n",
    "    .fillNulls { sibsp and parch and age and fare }.perCol { mean() }\n",
    "    .fillNulls { sex }.with { \"other\" }\n",
    "    .fillNulls { embarked }.with { \"S\" }\n",
    "    .convert { sibsp and parch and age and fare }.toDouble()\n",
    "\n",
    "df1.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_4()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_4\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870906&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: String&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;other&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211.3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: String&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;S&quot;,&quot;AA&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;] }, \n",
       "], id: -536870906, rootId: -536870906, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870906) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_4() {\n",
       "                    let elem = document.getElementById(\"iframe_out_4\");\n",
       "                    resize_iframe_out_4(elem);\n",
       "                    setInterval(resize_iframe_out_4, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_4(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870905\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">other</td><td  style=\"vertical-align:top\">29.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211.337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">St Louis, MO</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0.916700</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">30.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">25.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870905\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":\"other\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":\"S\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\"},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\"},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\"}]}"
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 6
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:41.441Z",
     "start_time": "2025-05-28T10:16:41.332676Z"
    }
   },
   "source": [
    "df1.schema()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "pclass: Int\n",
       "survived: Int\n",
       "name: String\n",
       "sex: String\n",
       "age: Double\n",
       "sibsp: Double\n",
       "parch: Double\n",
       "ticket: String\n",
       "fare: Double\n",
       "cabin: String?\n",
       "embarked: String\n",
       "boat: String?\n",
       "body: Int?\n",
       "homedest: String?"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 7
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:41.598448Z",
     "start_time": "2025-05-28T10:16:41.446624Z"
    }
   },
   "source": [
    "df1.corr()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_5()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_5\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870904&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 6, columnsCount = 7&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;pclass&quot;,&quot;survived&quot;,&quot;age&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;fare&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;pclass: Double&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.312469&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.366370&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.060832&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.018322&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.558477&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.312469&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.366370&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.060832&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.018322&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.558477&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870904, rootId: -536870904, totalRows: 6 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870904) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_5() {\n",
       "                    let elem = document.getElementById(\"iframe_out_5\");\n",
       "                    resize_iframe_out_5(elem);\n",
       "                    setInterval(resize_iframe_out_5, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_5(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870903\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">pclass</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.312469</td><td  style=\"vertical-align:top\">-0.366370</td><td  style=\"vertical-align:top\">0.060832</td><td  style=\"vertical-align:top\">0.018322</td><td  style=\"vertical-align:top\">-0.558477</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">-0.312469</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.050199</td><td  style=\"vertical-align:top\">-0.027825</td><td  style=\"vertical-align:top\">0.082660</td><td  style=\"vertical-align:top\">0.244208</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0.366370</td><td  style=\"vertical-align:top\">-0.050199</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.190747</td><td  style=\"vertical-align:top\">-0.130872</td><td  style=\"vertical-align:top\">0.171521</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">0.060832</td><td  style=\"vertical-align:top\">-0.027825</td><td  style=\"vertical-align:top\">-0.190747</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.373587</td><td  style=\"vertical-align:top\">0.160224</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0.018322</td><td  style=\"vertical-align:top\">0.082660</td><td  style=\"vertical-align:top\">-0.130872</td><td  style=\"vertical-align:top\">0.373587</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.221522</td></tr><tr><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">-0.558477</td><td  style=\"vertical-align:top\">0.244208</td><td  style=\"vertical-align:top\">0.171521</td><td  style=\"vertical-align:top\">0.160224</td><td  style=\"vertical-align:top\">0.221522</td><td  style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870903\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"pclass\",\"survived\",\"age\",\"sibsp\",\"parch\",\"fare\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":6,\"ncol\":7},\"kotlin_dataframe\":[{\"column\":\"pclass\",\"pclass\":1.0,\"survived\":-0.31246936264968,\"age\":-0.36637035869802936,\"sibsp\":0.06083200757490747,\"parch\":0.018322202009786036,\"fare\":-0.5584773475043957},{\"column\":\"survived\",\"pclass\":-0.31246936264968,\"survived\":1.0,\"age\":-0.050198983636982906,\"sibsp\":-0.02782511923058273,\"parch\":0.0826595703861011,\"fare\":0.24420775279437662},{\"column\":\"age\",\"pclass\":-0.36637035869802936,\"survived\":-0.050198983636982906,\"age\":1.0,\"sibsp\":-0.19074715633383899,\"parch\":-0.1308719630307398,\"fare\":0.17152056539956614},{\"column\":\"sibsp\",\"pclass\":0.06083200757490747,\"survived\":-0.02782511923058273,\"age\":-0.19074715633383899,\"sibsp\":1.0,\"parch\":0.3735871906264913,\"fare\":0.16022419622116035},{\"column\":\"parch\",\"pclass\":0.018322202009786036,\"survived\":0.0826595703861011,\"age\":-0.1308719630307398,\"sibsp\":0.3735871906264913,\"parch\":1.0,\"fare\":0.2215218879995723},{\"column\":\"fare\",\"pclass\":-0.5584773475043957,\"survived\":0.24420775279437662,\"age\":0.17152056539956614,\"sibsp\":0.16022419622116035,\"parch\":0.2215218879995723,\"fare\":1.0}]}"
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 8
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:42.151986Z",
     "start_time": "2025-05-28T10:16:41.603918Z"
    }
   },
   "source": [
    "val correlations = df1\n",
    "    .corr { all() }.with { survived }\n",
    "    .sortBy { survived }\n",
    "correlations"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_6()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_6\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870902&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 6, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;pclass&quot;,&quot;age&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;fare&quot;,&quot;survived&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.312469&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870902, rootId: -536870902, totalRows: 6 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870902) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_6() {\n",
       "                    let elem = document.getElementById(\"iframe_out_6\");\n",
       "                    resize_iframe_out_6(elem);\n",
       "                    setInterval(resize_iframe_out_6, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_6(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870901\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">pclass</td><td  style=\"vertical-align:top\">-0.312469</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0.050199</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">-0.027825</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0.082660</td></tr><tr><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0.244208</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870901\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":6,\"ncol\":2},\"kotlin_dataframe\":[{\"column\":\"pclass\",\"survived\":-0.31246936264968},{\"column\":\"age\",\"survived\":-0.050198983636982906},{\"column\":\"sibsp\",\"survived\":-0.02782511923058273},{\"column\":\"parch\",\"survived\":0.0826595703861011},{\"column\":\"fare\",\"survived\":0.24420775279437662},{\"column\":\"survived\",\"survived\":1.0}]}"
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 9
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "Great, at this moment we have five numerical features available for numerical analysis: **pclass, age, sibsp, parch, fare**."
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Analyze by pivoting features\n",
    "To confirm some of our observations and assumptions, we can quickly analyze our feature correlations by pivoting features against each other. We can only do so at this stage for features which do not have any empty values. It also makes sense doing so only for features which are categorical (Sex), ordinal (Pclass) or discrete (SibSp, Parch) type.\n",
    "\n",
    "- **Pclass**: We observe a significant correlation (>0.5) between **Pclass**=1 and **Survived**.\n",
    "\n",
    "- **Sex**: We confirm the observation during problem definition that Sex=female had a very high survival rate at 74%.\n",
    "\n",
    "- **SibSp** and **Parch**: These features have zero correlation for the certain values. It may be best to derive a feature or a set of features from these individual features."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:42.420112Z",
     "start_time": "2025-05-28T10:16:42.157822Z"
    }
   },
   "source": [
    "df1.groupBy { pclass }.mean { survived }.sortBy { pclass }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_7()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_7\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870900&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 3, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.619195&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.429603&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.255289&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870900, rootId: -536870900, totalRows: 3 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870900) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_7() {\n",
       "                    let elem = document.getElementById(\"iframe_out_7\");\n",
       "                    resize_iframe_out_7(elem);\n",
       "                    setInterval(resize_iframe_out_7, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_7(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870899\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0.619195</td></tr><tr><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0.429603</td></tr><tr><td  style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">0.255289</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870899\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":3,\"ncol\":2},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":0.6191950464396285},{\"pclass\":2,\"survived\":0.4296028880866426},{\"pclass\":3,\"survived\":0.2552891396332863}]}"
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 10
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:42.626934Z",
     "start_time": "2025-05-28T10:16:42.424738Z"
    }
   },
   "source": [
    "df1.groupBy { sex }.mean { survived }.sortBy { survived }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_8()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_8\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870898&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 3, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;sex: String&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;male&quot;,&quot;female&quot;,&quot;other&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.190985&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.726882&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870898, rootId: -536870898, totalRows: 3 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870898) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_8() {\n",
       "                    let elem = document.getElementById(\"iframe_out_8\");\n",
       "                    resize_iframe_out_8(elem);\n",
       "                    setInterval(resize_iframe_out_8, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_8(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870897\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0.190985</td></tr><tr><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">0.726882</td></tr><tr><td  style=\"vertical-align:top\">other</td><td  style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870897\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"sex\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":3,\"ncol\":2},\"kotlin_dataframe\":[{\"sex\":\"male\",\"survived\":0.19098457888493475},{\"sex\":\"female\",\"survived\":0.7268817204301076},{\"sex\":\"other\",\"survived\":1.0}]}"
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 11
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:42.795186Z",
     "start_time": "2025-05-28T10:16:42.630617Z"
    }
   },
   "source": [
    "df1.groupBy { sibsp }.mean { survived }.sortBy { sibsp }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_9()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_9\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870896&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 7, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.346801&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.510972&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.452381&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.300000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.136364&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870896, rootId: -536870896, totalRows: 7 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870896) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_9() {\n",
       "                    let elem = document.getElementById(\"iframe_out_9\");\n",
       "                    resize_iframe_out_9(elem);\n",
       "                    setInterval(resize_iframe_out_9, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_9(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870895\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.346801</td></tr><tr><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.510972</td></tr><tr><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">0.452381</td></tr><tr><td  style=\"vertical-align:top\">3.000000</td><td  style=\"vertical-align:top\">0.300000</td></tr><tr><td  style=\"vertical-align:top\">4.000000</td><td  style=\"vertical-align:top\">0.136364</td></tr><tr><td  style=\"vertical-align:top\">5.000000</td><td  style=\"vertical-align:top\">0.000000</td></tr><tr><td  style=\"vertical-align:top\">8.000000</td><td  style=\"vertical-align:top\">0.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870895\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"sibsp\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":7,\"ncol\":2},\"kotlin_dataframe\":[{\"sibsp\":0.0,\"survived\":0.3468013468013468},{\"sibsp\":1.0,\"survived\":0.5109717868338558},{\"sibsp\":2.0,\"survived\":0.4523809523809524},{\"sibsp\":3.0,\"survived\":0.3},{\"sibsp\":4.0,\"survived\":0.13636363636363635},{\"sibsp\":5.0,\"survived\":0.0},{\"sibsp\":8.0,\"survived\":0.0}]}"
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 12
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:42.953015Z",
     "start_time": "2025-05-28T10:16:42.798529Z"
    }
   },
   "source": [
    "df1.groupBy { parch }.mean { survived }.sortBy { parch }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_10()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_10\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870894&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 8, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.335329&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.588235&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.504425&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.625000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.166667&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.166667&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870894, rootId: -536870894, totalRows: 8 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870894) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_10() {\n",
       "                    let elem = document.getElementById(\"iframe_out_10\");\n",
       "                    resize_iframe_out_10(elem);\n",
       "                    setInterval(resize_iframe_out_10, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_10(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870893\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.335329</td></tr><tr><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.588235</td></tr><tr><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">0.504425</td></tr><tr><td  style=\"vertical-align:top\">3.000000</td><td  style=\"vertical-align:top\">0.625000</td></tr><tr><td  style=\"vertical-align:top\">4.000000</td><td  style=\"vertical-align:top\">0.166667</td></tr><tr><td  style=\"vertical-align:top\">5.000000</td><td  style=\"vertical-align:top\">0.166667</td></tr><tr><td  style=\"vertical-align:top\">6.000000</td><td  style=\"vertical-align:top\">0.000000</td></tr><tr><td  style=\"vertical-align:top\">9.000000</td><td  style=\"vertical-align:top\">0.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870893\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"parch\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":8,\"ncol\":2},\"kotlin_dataframe\":[{\"parch\":0.0,\"survived\":0.33532934131736525},{\"parch\":1.0,\"survived\":0.5882352941176471},{\"parch\":2.0,\"survived\":0.504424778761062},{\"parch\":3.0,\"survived\":0.625},{\"parch\":4.0,\"survived\":0.16666666666666666},{\"parch\":5.0,\"survived\":0.16666666666666666},{\"parch\":6.0,\"survived\":0.0},{\"parch\":9.0,\"survived\":0.0}]}"
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 13
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Analyze the importance of the Age feature\n",
    "\n",
    "It's interesting to discover both **age** distributions: among the survived and perished passengers."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:43.402600Z",
     "start_time": "2025-05-28T10:16:42.955679Z"
    }
   },
   "source": [
    "val byAge = df1.valueCounts { age }.sortBy { age }\n",
    "byAge"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_11()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_11\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870892&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 99 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 99, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.833300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.916700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11.500000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;12.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;12&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870892, rootId: -536870892, totalRows: 99 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870892) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_11() {\n",
       "                    let elem = document.getElementById(\"iframe_out_11\");\n",
       "                    resize_iframe_out_11(elem);\n",
       "                    setInterval(resize_iframe_out_11, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_11(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870891\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">0.166700</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">0.333300</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">0.416700</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">0.666700</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">0.750000</td><td  style=\"vertical-align:top\">3</td></tr><tr><td  style=\"vertical-align:top\">0.833300</td><td  style=\"vertical-align:top\">3</td></tr><tr><td  style=\"vertical-align:top\">0.916700</td><td  style=\"vertical-align:top\">2</td></tr><tr><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">10</td></tr><tr><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">12</td></tr><tr><td  style=\"vertical-align:top\">3.000000</td><td  style=\"vertical-align:top\">7</td></tr><tr><td  style=\"vertical-align:top\">4.000000</td><td  style=\"vertical-align:top\">10</td></tr><tr><td  style=\"vertical-align:top\">5.000000</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">6.000000</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">7.000000</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">8.000000</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">9.000000</td><td  style=\"vertical-align:top\">10</td></tr><tr><td  style=\"vertical-align:top\">10.000000</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">11.000000</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">11.500000</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">12.000000</td><td  style=\"vertical-align:top\">3</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870891\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"age\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":99,\"ncol\":2},\"kotlin_dataframe\":[{\"age\":0.1667,\"count\":1},{\"age\":0.3333,\"count\":1},{\"age\":0.4167,\"count\":1},{\"age\":0.6667,\"count\":1},{\"age\":0.75,\"count\":3},{\"age\":0.8333,\"count\":3},{\"age\":0.9167,\"count\":2},{\"age\":1.0,\"count\":10},{\"age\":2.0,\"count\":12},{\"age\":3.0,\"count\":7},{\"age\":4.0,\"count\":10},{\"age\":5.0,\"count\":5},{\"age\":6.0,\"count\":6},{\"age\":7.0,\"count\":4},{\"age\":8.0,\"count\":6},{\"age\":9.0,\"count\":10},{\"age\":10.0,\"count\":4},{\"age\":11.0,\"count\":4},{\"age\":11.5,\"count\":1},{\"age\":12.0,\"count\":3}]}"
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 14
  },
  {
   "cell_type": "code",
   "source": [
    "// JetBrains color palette\n",
    "object JetBrainsColors {\n",
    "    val lightOrange = Color.hex(\"#ffb59e\")\n",
    "    val orange = Color.hex(\"#ff6632\")\n",
    "    val lightGrey = Color.hex(\"#a6a6a6\")\n",
    "    val darkGrey = Color.hex(\"#4c4c4c\")\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:16:43.529164Z",
     "start_time": "2025-05-28T10:16:43.406945Z"
    }
   },
   "outputs": [],
   "execution_count": 15
  },
  {
   "cell_type": "code",
   "source": [
    "byAge.plot { \n",
    "    points {\n",
    "        x(age)\n",
    "        y(count)\n",
    "        size = 5.0\n",
    "        color = JetBrainsColors.lightGrey\n",
    "    }\n",
    "    layout { \n",
    "        size = 850 to 500\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T09:39:05.623936Z",
     "start_time": "2025-05-28T09:39:02.983218Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='850' height='500' srcdoc=\"&lt;html lang=&quot;en&quot;>\n",
       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;JBCxdL&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "   \n",
       "   (function() {\n",
       "   // ----------\n",
       "   \n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "&quot;count&quot;:[1.0,1.0,1.0,1.0,3.0,3.0,2.0,10.0,12.0,7.0,10.0,5.0,6.0,4.0,6.0,10.0,4.0,4.0,1.0,3.0,5.0,8.0,2.0,6.0,19.0,20.0,39.0,3.0,29.0,23.0,1.0,41.0,43.0,1.0,26.0,1.0,47.0,1.0,34.0,30.0,1.0,30.0,32.0,3.0,30.0,263.0,40.0,2.0,23.0,24.0,4.0,21.0,16.0,2.0,23.0,31.0,2.0,9.0,14.0,1.0,20.0,18.0,3.0,11.0,18.0,9.0,10.0,21.0,2.0,6.0,14.0,14.0,9.0,15.0,8.0,6.0,4.0,10.0,8.0,1.0,4.0,5.0,6.0,3.0,7.0,1.0,5.0,5.0,4.0,5.0,3.0,1.0,1.0,2.0,1.0,2.0,1.0,1.0,1.0],\n",
       "&quot;age&quot;:[0.1667,0.3333,0.4167,0.6667,0.75,0.8333,0.9167,1.0,2.0,3.0,4.0,5.0,6.0,7.0,8.0,9.0,10.0,11.0,11.5,12.0,13.0,14.0,14.5,15.0,16.0,17.0,18.0,18.5,19.0,20.0,20.5,21.0,22.0,22.5,23.0,23.5,24.0,24.5,25.0,26.0,26.5,27.0,28.0,28.5,29.0,29.8811345124283,30.0,30.5,31.0,32.0,32.5,33.0,34.0,34.5,35.0,36.0,36.5,37.0,38.0,38.5,39.0,40.0,40.5,41.0,42.0,43.0,44.0,45.0,45.5,46.0,47.0,48.0,49.0,50.0,51.0,52.0,53.0,54.0,55.0,55.5,56.0,57.0,58.0,59.0,60.0,60.5,61.0,62.0,63.0,64.0,65.0,66.0,67.0,70.0,70.5,71.0,74.0,76.0,80.0]\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:850.0,\n",
       "&quot;height&quot;:500.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;age&quot;,\n",
       "&quot;y&quot;:&quot;count&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;size&quot;:5.0,\n",
       "&quot;color&quot;:&quot;#a6a6a6&quot;,\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;inherit_aes&quot;:false,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;point&quot;,\n",
       "&quot;data&quot;:{\n",
       "}\n",
       "}],\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;age&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;int&quot;,\n",
       "&quot;column&quot;:&quot;count&quot;\n",
       "}]\n",
       "},\n",
       "&quot;spec_id&quot;:&quot;2&quot;\n",
       "};\n",
       "       var containerDiv = document.getElementById(&quot;JBCxdL&quot;);\n",
       "       \n",
       "               var toolbar = null;\n",
       "               var plotContainer = containerDiv;               \n",
       "               \n",
       "       var options = {\n",
       "           sizing: {\n",
       "               width_mode: &quot;fixed&quot;,\n",
       "               height_mode: &quot;fixed&quot;,\n",
       "               width: 850.0,\n",
       "               height: 500.0\n",
       "           }\n",
       "       };\n",
       "       var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
       "       if (toolbar) {\n",
       "         toolbar.bind(fig);\n",
       "       }\n",
       "       \n",
       "   // ----------\n",
       "   })();\n",
       "   \n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=0e085812-06a4-4306-8669-176ec686262c width=\"100%\" height=\"100%\" style=\"max-width: 850.0px; max-height: 500.0px;\" viewBox=\"0 0 850.0 500.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <style type=\"text/css\">\n",
       "  .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#pDXrFMR .plot-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 16.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .plot-subtitle {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .plot-caption {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .hyperlink-element {\n",
       "fill: #118ed8;\n",
       "font-weight: normal;\n",
       "   font-style: normal;\n",
       "}\n",
       "#pDXrFMR .legend-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .legend-item {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .axis-title-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .axis-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d1hcPSU .axis-tooltip-text-x {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .axis-title-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .axis-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d1hcPSU .axis-tooltip-text-y {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .facet-strip-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pDXrFMR .facet-strip-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d1hcPSU .tooltip-text {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d1hcPSU .tooltip-title {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d1hcPSU .tooltip-label {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "\n",
       "  </style>\n",
       "  <g id=\"pDXrFMR\">\n",
       "    <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 500.0 L850.0 500.0 L850.0 0.0 Z\">\n",
       "    </path>\n",
       "    <g transform=\"translate(29.5 6.5 ) \">\n",
       "      <g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"34.15065131014564\" y1=\"0.0\" x2=\"34.15065131014564\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"123.43421680720417\" y1=\"0.0\" x2=\"123.43421680720417\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"212.71778230426267\" y1=\"0.0\" x2=\"212.71778230426267\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"302.0013478013212\" y1=\"0.0\" x2=\"302.0013478013212\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"391.2849132983797\" y1=\"0.0\" x2=\"391.2849132983797\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"480.5684787954382\" y1=\"0.0\" x2=\"480.5684787954382\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"569.8520442924968\" y1=\"0.0\" x2=\"569.8520442924968\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"659.1356097895552\" y1=\"0.0\" x2=\"659.1356097895552\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"748.4191752866138\" y1=\"0.0\" x2=\"748.4191752866138\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"0.0\" y1=\"422.4847328244275\" x2=\"784.0581836335954\" y2=\"422.4847328244275\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"345.9753643303262\" x2=\"784.0581836335954\" y2=\"345.9753643303262\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"269.4659958362249\" x2=\"784.0581836335954\" y2=\"269.4659958362249\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"192.9566273421236\" x2=\"784.0581836335954\" y2=\"192.9566273421236\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"116.44725884802227\" x2=\"784.0581836335954\" y2=\"116.44725884802227\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"39.93789035392098\" x2=\"784.0581836335954\" y2=\"39.93789035392098\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g clip-path=\"url(#cStqxqK)\" clip-bounds-jfx=\"[rect (29.941816366404606, 0.0), (784.0581836335954, 441.0)]\">\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <g>\n",
       "              <g>\n",
       "                <g >\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"35.639008346981605\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"37.1264725481626\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"37.87109748440807\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"40.10318662183453\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"40.84691872242503\" cy=\"417.8941707147814\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"41.59065082301553\" cy=\"417.8941707147814\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"42.335275759260995\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"43.079007859851494\" cy=\"407.18285912560725\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"52.00736440955734\" cy=\"404.1224843858432\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"60.93572095926319\" cy=\"411.77342123525335\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"69.86407750896905\" cy=\"407.18285912560725\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"78.7924340586749\" cy=\"414.8337959750174\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"87.72079060838075\" cy=\"413.30360860513537\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"96.6491471580866\" cy=\"416.3639833448994\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"105.57750370779246\" cy=\"413.30360860513537\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"114.50586025749831\" cy=\"407.18285912560725\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"123.43421680720417\" cy=\"416.3639833448994\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"132.36257335691002\" cy=\"416.3639833448994\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"136.82675163176293\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"141.29092990661584\" cy=\"417.8941707147814\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"150.2192864563217\" cy=\"414.8337959750174\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"159.14764300602755\" cy=\"410.2432338653713\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"163.6118212808805\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"168.0759995557334\" cy=\"413.30360860513537\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"177.00435610543926\" cy=\"393.411172796669\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"185.9327126551451\" cy=\"391.880985426787\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"194.86106920485096\" cy=\"362.8074253990285\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"199.32524747970388\" cy=\"417.8941707147814\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"203.78942575455682\" cy=\"378.10929909784875\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"212.71778230426267\" cy=\"387.2904233171409\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"217.18196057911558\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"221.64613885396852\" cy=\"359.74705065926446\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"230.57449540367438\" cy=\"356.6866759195004\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"235.0386736785273\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"239.50285195338023\" cy=\"382.69986120749485\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"243.96703022823314\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"248.43120850308605\" cy=\"350.56592643997226\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"252.895386777939\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"257.35956505279194\" cy=\"370.4583622484386\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"266.28792160249776\" cy=\"376.57911172796673\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"270.7520998773507\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"275.21627815220364\" cy=\"376.57911172796673\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"284.14463470190947\" cy=\"373.5187369882027\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"288.6088129767624\" cy=\"417.8941707147814\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"293.07299125161535\" cy=\"376.57911172796673\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"300.9400743468264\" cy=\"20.045454545454675\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"302.0013478013212\" cy=\"361.2772380291465\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"306.4655260761741\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"310.92970435102706\" cy=\"387.2904233171409\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"319.8580609007329\" cy=\"385.7602359472589\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"324.3222391755858\" cy=\"416.3639833448994\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"328.7864174504387\" cy=\"390.350798056905\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"337.7147740001446\" cy=\"398.0017349063151\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"342.1789522749975\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"346.6431305498504\" cy=\"387.2904233171409\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"355.5714870995563\" cy=\"375.0489243580847\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"360.03566537440923\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"364.4998436492621\" cy=\"408.71304649548927\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"373.428200198968\" cy=\"401.06210964607914\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"377.89237847382094\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"382.3565567486738\" cy=\"391.880985426787\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"391.2849132983797\" cy=\"394.941360166551\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"395.7490915732326\" cy=\"417.8941707147814\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"400.21326984808553\" cy=\"405.65267175572524\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"409.1416263977914\" cy=\"394.941360166551\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"418.06998294749724\" cy=\"408.71304649548927\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"426.9983394972031\" cy=\"407.18285912560725\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"435.92669604690894\" cy=\"390.350798056905\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"440.3908743217619\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"444.8550525966148\" cy=\"413.30360860513537\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"453.78340914632065\" cy=\"401.06210964607914\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"462.7117656960265\" cy=\"401.06210964607914\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"471.64012224573236\" cy=\"408.71304649548927\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"480.5684787954382\" cy=\"399.5319222761971\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"489.49683534514406\" cy=\"410.2432338653713\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"498.4251918948499\" cy=\"413.30360860513537\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"507.35354844455577\" cy=\"416.3639833448994\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"516.2819049942616\" cy=\"407.18285912560725\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"525.2102615439675\" cy=\"410.2432338653713\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"529.6744398188205\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"534.1386180936734\" cy=\"416.3639833448994\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"543.0669746433792\" cy=\"414.8337959750174\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"551.9953311930851\" cy=\"413.30360860513537\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"560.9236877427909\" cy=\"417.8941707147814\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"569.8520442924968\" cy=\"411.77342123525335\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"574.3162225673497\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"578.7804008422027\" cy=\"414.8337959750174\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"587.7087573919085\" cy=\"414.8337959750174\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"596.6371139416143\" cy=\"416.3639833448994\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"605.5654704913202\" cy=\"414.8337959750174\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"614.4938270410261\" cy=\"417.8941707147814\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"623.4221835907318\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"632.3505401404377\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"659.1356097895552\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"663.5997880644082\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"668.0639663392611\" cy=\"419.4243580846635\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"694.8490359883787\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"712.7057490877904\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                  <circle fill=\"#a6a6a6\" stroke=\"#a6a6a6\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"748.4191752866138\" cy=\"420.9545454545455\" r=\"5.5\" />\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
       "          <clipPath id=\"cStqxqK\">\n",
       "            <rect x=\"29.941816366404606\" y=\"0.0\" width=\"784.0581836335954\" height=\"441.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "      </g>\n",
       "      <g>\n",
       "        <g transform=\"translate(29.941816366404606 441.0 ) \">\n",
       "          <g transform=\"translate(34.15065131014564 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(123.43421680720417 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>10</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(212.71778230426267 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>20</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(302.0013478013212 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>30</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(391.2849132983797 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>40</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(480.5684787954382 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(569.8520442924968 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>60</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(659.1356097895552 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>70</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(748.4191752866138 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>80</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <line x1=\"0.0\" y1=\"0.0\" x2=\"784.0581836335954\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "          </line>\n",
       "        </g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g transform=\"translate(0.0 422.4847328244275 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 345.9753643303262 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 269.4659958362249 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>100</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 192.9566273421236 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>150</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 116.44725884802227 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>200</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 39.93789035392098 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>250</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(16.0 227.0 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>count</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(451.4709081832023 493.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>age</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 500.0 L850.0 500.0 L850.0 0.0 Z\" pointer-events=\"none\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"d1hcPSU\">\n",
       "  </g>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"0e085812-06a4-4306-8669-176ec686262c\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "mapping": {},
        "data": {
         "count": [
          1.0,
          1.0,
          1.0,
          1.0,
          3.0,
          3.0,
          2.0,
          10.0,
          12.0,
          7.0,
          10.0,
          5.0,
          6.0,
          4.0,
          6.0,
          10.0,
          4.0,
          4.0,
          1.0,
          3.0,
          5.0,
          8.0,
          2.0,
          6.0,
          19.0,
          20.0,
          39.0,
          3.0,
          29.0,
          23.0,
          1.0,
          41.0,
          43.0,
          1.0,
          26.0,
          1.0,
          47.0,
          1.0,
          34.0,
          30.0,
          1.0,
          30.0,
          32.0,
          3.0,
          30.0,
          263.0,
          40.0,
          2.0,
          23.0,
          24.0,
          4.0,
          21.0,
          16.0,
          2.0,
          23.0,
          31.0,
          2.0,
          9.0,
          14.0,
          1.0,
          20.0,
          18.0,
          3.0,
          11.0,
          18.0,
          9.0,
          10.0,
          21.0,
          2.0,
          6.0,
          14.0,
          14.0,
          9.0,
          15.0,
          8.0,
          6.0,
          4.0,
          10.0,
          8.0,
          1.0,
          4.0,
          5.0,
          6.0,
          3.0,
          7.0,
          1.0,
          5.0,
          5.0,
          4.0,
          5.0,
          3.0,
          1.0,
          1.0,
          2.0,
          1.0,
          2.0,
          1.0,
          1.0,
          1.0
         ],
         "age": [
          0.1667,
          0.3333,
          0.4167,
          0.6667,
          0.75,
          0.8333,
          0.9167,
          1.0,
          2.0,
          3.0,
          4.0,
          5.0,
          6.0,
          7.0,
          8.0,
          9.0,
          10.0,
          11.0,
          11.5,
          12.0,
          13.0,
          14.0,
          14.5,
          15.0,
          16.0,
          17.0,
          18.0,
          18.5,
          19.0,
          20.0,
          20.5,
          21.0,
          22.0,
          22.5,
          23.0,
          23.5,
          24.0,
          24.5,
          25.0,
          26.0,
          26.5,
          27.0,
          28.0,
          28.5,
          29.0,
          29.8811345124283,
          30.0,
          30.5,
          31.0,
          32.0,
          32.5,
          33.0,
          34.0,
          34.5,
          35.0,
          36.0,
          36.5,
          37.0,
          38.0,
          38.5,
          39.0,
          40.0,
          40.5,
          41.0,
          42.0,
          43.0,
          44.0,
          45.0,
          45.5,
          46.0,
          47.0,
          48.0,
          49.0,
          50.0,
          51.0,
          52.0,
          53.0,
          54.0,
          55.0,
          55.5,
          56.0,
          57.0,
          58.0,
          59.0,
          60.0,
          60.5,
          61.0,
          62.0,
          63.0,
          64.0,
          65.0,
          66.0,
          67.0,
          70.0,
          70.5,
          71.0,
          74.0,
          76.0,
          80.0
         ]
        },
        "ggsize": {
         "width": 850.0,
         "height": 500.0
        },
        "kind": "plot",
        "scales": [
         {
          "aesthetic": "x",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "y",
          "limits": [
           null,
           null
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "x": "age",
           "y": "count"
          },
          "stat": "identity",
          "size": 5.0,
          "color": "#a6a6a6",
          "sampling": "none",
          "inherit_aes": false,
          "position": "identity",
          "geom": "point"
         }
        ],
        "data_meta": {
         "series_annotations": [
          {
           "type": "float",
           "column": "age"
          },
          {
           "type": "int",
           "column": "count"
          }
         ]
        }
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 17
  },
  {
   "cell_type": "code",
   "source": [
    "val age = df.select { age }.dropNulls().sortBy { age }"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:17:25.886932Z",
     "start_time": "2025-05-28T10:17:25.626228Z"
    }
   },
   "outputs": [],
   "execution_count": 16
  },
  {
   "cell_type": "code",
   "source": [
    "age.plot {\n",
    "    histogram(x = age, binsOption = BinsOption.byWidth(5.0)) {\n",
    "        fillColor = JetBrainsColors.orange\n",
    "    }\n",
    "    layout { \n",
    "        size = 850 to 500\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:17:28.073921Z",
     "start_time": "2025-05-28T10:17:26.675537Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='850' height='500' srcdoc=\"&lt;html lang=&quot;en&quot;>\n",
       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;tr9rVk&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "   \n",
       "   (function() {\n",
       "   // ----------\n",
       "   \n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:850.0,\n",
       "&quot;height&quot;:500.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;name&quot;:&quot;age&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;x&quot;,\n",
       "&quot;y&quot;:&quot;count&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;data&quot;:{\n",
       "&quot;x&quot;:[2.5,7.5,12.5,17.5,22.5,27.5,32.5,37.5,42.5,47.5,52.5,57.5,62.5,67.5,72.5,77.5],\n",
       "&quot;count&quot;:[51.0,31.0,27.0,116.0,184.0,160.0,132.0,100.0,69.0,66.0,43.0,27.0,27.0,5.0,6.0,2.0]\n",
       "},\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;inherit_aes&quot;:false,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;bar&quot;,\n",
       "&quot;fill&quot;:&quot;#ff6632&quot;,\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;x&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;int&quot;,\n",
       "&quot;column&quot;:&quot;count&quot;\n",
       "}]\n",
       "}\n",
       "}],\n",
       "&quot;spec_id&quot;:&quot;2&quot;\n",
       "};\n",
       "       var containerDiv = document.getElementById(&quot;tr9rVk&quot;);\n",
       "       \n",
       "               var toolbar = null;\n",
       "               var plotContainer = containerDiv;               \n",
       "               \n",
       "       var options = {\n",
       "           sizing: {\n",
       "               width_mode: &quot;fixed&quot;,\n",
       "               height_mode: &quot;fixed&quot;,\n",
       "               width: 850.0,\n",
       "               height: 500.0\n",
       "           }\n",
       "       };\n",
       "       var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
       "       if (toolbar) {\n",
       "         toolbar.bind(fig);\n",
       "       }\n",
       "       \n",
       "   // ----------\n",
       "   })();\n",
       "   \n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=ebefb1c2-ef17-432a-b8c1-5efb60015267 width=\"100%\" height=\"100%\" style=\"max-width: 850.0px; max-height: 500.0px;\" viewBox=\"0 0 850.0 500.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <style type=\"text/css\">\n",
       "  .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#pThLDyp .plot-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 16.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .plot-subtitle {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .plot-caption {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .hyperlink-element {\n",
       "fill: #118ed8;\n",
       "font-weight: normal;\n",
       "   font-style: normal;\n",
       "}\n",
       "#pThLDyp .legend-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .legend-item {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .axis-title-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .axis-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d96vkxK .axis-tooltip-text-x {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .axis-title-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .axis-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d96vkxK .axis-tooltip-text-y {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .facet-strip-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pThLDyp .facet-strip-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d96vkxK .tooltip-text {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d96vkxK .tooltip-title {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d96vkxK .tooltip-label {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "\n",
       "  </style>\n",
       "  <g id=\"pThLDyp\">\n",
       "    <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 500.0 L850.0 500.0 L850.0 0.0 Z\">\n",
       "    </path>\n",
       "    <g transform=\"translate(29.5 6.5 ) \">\n",
       "      <g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"33.39756128113371\" y1=\"0.0\" x2=\"33.39756128113371\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"123.05544391504972\" y1=\"0.0\" x2=\"123.05544391504972\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"212.7133265489657\" y1=\"0.0\" x2=\"212.7133265489657\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"302.3712091828817\" y1=\"0.0\" x2=\"302.3712091828817\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"392.02909181679775\" y1=\"0.0\" x2=\"392.02909181679775\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"481.6869744507137\" y1=\"0.0\" x2=\"481.6869744507137\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"571.3448570846297\" y1=\"0.0\" x2=\"571.3448570846297\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"661.0027397185456\" y1=\"0.0\" x2=\"661.0027397185456\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"750.6606223524617\" y1=\"0.0\" x2=\"750.6606223524617\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"0.0\" y1=\"441.0\" x2=\"784.0581836335954\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"395.3478260869565\" x2=\"784.0581836335954\" y2=\"395.3478260869565\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"349.69565217391306\" x2=\"784.0581836335954\" y2=\"349.69565217391306\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"304.04347826086956\" x2=\"784.0581836335954\" y2=\"304.04347826086956\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"258.3913043478261\" x2=\"784.0581836335954\" y2=\"258.3913043478261\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"212.73913043478262\" x2=\"784.0581836335954\" y2=\"212.73913043478262\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"167.08695652173913\" x2=\"784.0581836335954\" y2=\"167.08695652173913\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"121.43478260869568\" x2=\"784.0581836335954\" y2=\"121.43478260869568\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"75.78260869565219\" x2=\"784.0581836335954\" y2=\"75.78260869565219\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"30.13043478260869\" x2=\"784.0581836335954\" y2=\"30.13043478260869\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g clip-path=\"url(#cmeAWOj)\" clip-bounds-jfx=\"[rect (29.941816366404606, 0.0), (784.0581836335954, 441.0)]\">\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <g>\n",
       "              <rect x=\"708.0731281013516\" y=\"436.4347826086956\" height=\"4.5652173913043725\" width=\"40.34604718526214\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"663.2441867843936\" y=\"427.30434782608694\" height=\"13.69565217391306\" width=\"40.34604718526214\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"618.4152454674356\" y=\"429.5869565217391\" height=\"11.413043478260875\" width=\"40.34604718526214\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"573.5863041504775\" y=\"379.3695652173913\" height=\"61.63043478260869\" width=\"40.34604718526225\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"528.7573628335196\" y=\"379.3695652173913\" height=\"61.63043478260869\" width=\"40.34604718526225\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"483.9284215165616\" y=\"342.8478260869565\" height=\"98.1521739130435\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"439.09948019960365\" y=\"290.3478260869565\" height=\"150.6521739130435\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"394.2705388826456\" y=\"283.5\" height=\"157.5\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"349.44159756568763\" y=\"212.73913043478262\" height=\"228.26086956521738\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"304.61265624872965\" y=\"139.69565217391306\" height=\"301.30434782608694\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"259.7837149317716\" y=\"75.78260869565219\" height=\"365.2173913043478\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"214.9547736148136\" y=\"21.0\" height=\"420.0\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"170.1258322978556\" y=\"176.2173913043478\" height=\"264.7826086956522\" width=\"40.34604718526222\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"125.29689098089762\" y=\"379.3695652173913\" height=\"61.63043478260869\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"80.4679496639396\" y=\"370.2391304347826\" height=\"70.76086956521738\" width=\"40.346047185262194\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"35.63900834698161\" y=\"324.5869565217391\" height=\"116.41304347826087\" width=\"40.34604718526221\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
       "          <clipPath id=\"cmeAWOj\">\n",
       "            <rect x=\"29.941816366404606\" y=\"0.0\" width=\"784.0581836335954\" height=\"441.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "      </g>\n",
       "      <g>\n",
       "        <g transform=\"translate(29.941816366404606 441.0 ) \">\n",
       "          <g transform=\"translate(33.39756128113371 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(123.05544391504972 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>10</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(212.7133265489657 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>20</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(302.3712091828817 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>30</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(392.02909181679775 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>40</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(481.6869744507137 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(571.3448570846297 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>60</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(661.0027397185456 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>70</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(750.6606223524617 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>80</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <line x1=\"0.0\" y1=\"0.0\" x2=\"784.0581836335954\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "          </line>\n",
       "        </g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g transform=\"translate(0.0 441.0 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 395.3478260869565 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>20</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 349.69565217391306 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>40</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 304.04347826086956 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>60</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 258.3913043478261 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>80</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 212.73913043478262 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>100</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 167.08695652173913 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>120</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 121.43478260869568 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>140</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 75.78260869565219 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>160</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 30.13043478260869 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>180</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(16.0 227.0 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>count</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(451.4709081832023 493.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>age</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 500.0 L850.0 500.0 L850.0 0.0 Z\" pointer-events=\"none\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"d96vkxK\">\n",
       "  </g>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"ebefb1c2-ef17-432a-b8c1-5efb60015267\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "mapping": {},
        "data": {},
        "ggsize": {
         "width": 850.0,
         "height": 500.0
        },
        "kind": "plot",
        "scales": [
         {
          "aesthetic": "x",
          "name": "age",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "x",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "y",
          "limits": [
           null,
           null
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "x": "x",
           "y": "count"
          },
          "stat": "identity",
          "data": {
           "x": [
            2.5,
            7.5,
            12.5,
            17.5,
            22.5,
            27.5,
            32.5,
            37.5,
            42.5,
            47.5,
            52.5,
            57.5,
            62.5,
            67.5,
            72.5,
            77.5
           ],
           "count": [
            51.0,
            31.0,
            27.0,
            116.0,
            184.0,
            160.0,
            132.0,
            100.0,
            69.0,
            66.0,
            43.0,
            27.0,
            27.0,
            5.0,
            6.0,
            2.0
           ]
          },
          "sampling": "none",
          "inherit_aes": false,
          "position": "identity",
          "geom": "bar",
          "fill": "#ff6632",
          "data_meta": {
           "series_annotations": [
            {
             "type": "float",
             "column": "x"
            },
            {
             "type": "int",
             "column": "count"
            }
           ]
          }
         }
        ]
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 17
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:18:16.355854Z",
     "start_time": "2025-05-28T10:18:16.137889Z"
    }
   },
   "source": [
    "df1.groupBy { age }.pivotCounts { survived }.sortBy { age }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_23()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_23\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870868&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 99 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 99, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.833300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.916700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;9.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;10.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11.500000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;12.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;1: Int&bsol;&quot;&gt;1&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;0: Int&bsol;&quot;&gt;0&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: DataRow&lt;*&gt;&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [1, 2], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 1&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 0&bsol;n0: 1&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 1&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 1&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 2&bsol;n0: 1&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 3&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 2&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 7&bsol;n0: 3&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 4&bsol;n0: 8&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 5&bsol;n0: 2&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 7&bsol;n0: 3&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 4&bsol;n0: 1&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 3&bsol;n0: 3&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 2&bsol;n0: 2&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 4&bsol;n0: 2&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 4&bsol;n0: 6&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 0&bsol;n0: 4&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 1&bsol;n0: 3&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 0&bsol;n0: 1&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: 3&bsol;n0: 0&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;0: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870868, rootId: -536870868, totalRows: 99 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870868) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_23() {\n",
       "                    let elem = document.getElementById(\"iframe_out_23\");\n",
       "                    resize_iframe_out_23(elem);\n",
       "                    setInterval(resize_iframe_out_23, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_23(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870867\"><thead><tr><th class=\"rightBorder\" style=\"text-align:left\">age</th><th class=\"rightBorder leftBorder\" style=\"text-align:left\">survived</th><th  style=\"text-align:left\"></th></tr><tr><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder rightBorder leftBorder\" style=\"text-align:left\">1</th><th class=\"bottomBorder\" style=\"text-align:left\">0</th></tr></thead><tbody><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.166700</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.333300</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.416700</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.666700</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.750000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">1</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.833300</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.916700</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">0</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">1.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">7</td><td  style=\"vertical-align:top\">3</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">2.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">8</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">3.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">5</td><td  style=\"vertical-align:top\">2</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">4.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">7</td><td  style=\"vertical-align:top\">3</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">5.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">1</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">6.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">3</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">7.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">2</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">8.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">2</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">9.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">4</td><td  style=\"vertical-align:top\">6</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">10.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">4</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">11.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">3</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">11.500000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">1</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">12.000000</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">3</td><td  style=\"vertical-align:top\">0</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870867\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"age\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ColumnGroup\"}],\"nrow\":99,\"ncol\":2},\"kotlin_dataframe\":[{\"age\":0.1667,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.3333,\"survived\":{\"data\":{\"1\":0,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.4167,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.6667,\"survived\":{\"data\":{\"1\":1,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.75,\"survived\":{\"data\":{\"1\":2,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.8333,\"survived\":{\"data\":{\"1\":3,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":0.9167,\"survived\":{\"data\":{\"1\":2,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":1.0,\"survived\":{\"data\":{\"1\":7,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":2.0,\"survived\":{\"data\":{\"1\":4,\"0\":8},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":3.0,\"survived\":{\"data\":{\"1\":5,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":4.0,\"survived\":{\"data\":{\"1\":7,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":5.0,\"survived\":{\"data\":{\"1\":4,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":6.0,\"survived\":{\"data\":{\"1\":3,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":7.0,\"survived\":{\"data\":{\"1\":2,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":8.0,\"survived\":{\"data\":{\"1\":4,\"0\":2},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":9.0,\"survived\":{\"data\":{\"1\":4,\"0\":6},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":10.0,\"survived\":{\"data\":{\"1\":0,\"0\":4},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":11.0,\"survived\":{\"data\":{\"1\":1,\"0\":3},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":11.5,\"survived\":{\"data\":{\"1\":0,\"0\":1},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}},{\"age\":12.0,\"survived\":{\"data\":{\"1\":3,\"0\":0},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"0\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}]}}}]}"
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 18
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:19:32.161797Z",
     "start_time": "2025-05-28T10:19:31.804724Z"
    }
   },
   "source": [
    "val survivedByAge = df1\n",
    "    .select { survived and age }\n",
    "    .sortBy { age }\n",
    "    .convert { survived }.with { if (it == 1) \"Survived\" else \"Died\" }\n",
    "\n",
    "survivedByAge"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_29()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_29\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870848&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 1309 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 1309, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Died&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Died&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Died&quot;,&quot;Survived&quot;,&quot;Died&quot;,&quot;Survived&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.833300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.833300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.833300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.916700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.916700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870848, rootId: -536870848, totalRows: 1309 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870848) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_29() {\n",
       "                    let elem = document.getElementById(\"iframe_out_29\");\n",
       "                    resize_iframe_out_29(elem);\n",
       "                    setInterval(resize_iframe_out_29, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_29(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870847\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.166700</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0.333300</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.416700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.666700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.750000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.750000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0.750000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.833300</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.833300</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.833300</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.916700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.916700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870847\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1309,\"ncol\":2},\"kotlin_dataframe\":[{\"survived\":\"Survived\",\"age\":0.1667},{\"survived\":\"Died\",\"age\":0.3333},{\"survived\":\"Survived\",\"age\":0.4167},{\"survived\":\"Survived\",\"age\":0.6667},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Died\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0}]}"
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 23
  },
  {
   "cell_type": "code",
   "source": [
    "survivedByAge.groupBy { survived }"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:19:37.007186Z",
     "start_time": "2025-05-28T10:19:36.902859Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_31()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_31\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870844&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;GroupBy&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Died&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;group: DataFrame&lt;*&gt;&bsol;&quot;&gt;group&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [{ frameId: -536870843, value: &quot;&lt;b&gt;DataFrame 500 x 2&lt;&sol;b&gt;&quot; },{ frameId: -536870842, value: &quot;&lt;b&gt;DataFrame 809 x 2&lt;&sol;b&gt;&quot; }] }, \n",
       "], id: -536870844, rootId: -536870844, totalRows: 2 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870843, rootId: -536870844, totalRows: 500 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870842, rootId: -536870844, totalRows: 809 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870844) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_31() {\n",
       "                    let elem = document.getElementById(\"iframe_out_31\");\n",
       "                    resize_iframe_out_31(elem);\n",
       "                    setInterval(resize_iframe_out_31, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_31(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870841\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">group</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\"><details><summary>DataFrame [500 x 2]</summary><table class=\"dataframe\" id=\"static_df_-536870840\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.166700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.416700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.666700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.750000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.750000</td></tr></tbody></table><p>... showing only top 5 of 500 rows</p></details></td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\"><details><summary>DataFrame [809 x 2]</summary><table class=\"dataframe\" id=\"static_df_-536870839\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0.333300</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0.750000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1.000000</td></tr></tbody></table><p>... showing only top 5 of 809 rows</p></details></td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870841\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"group\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"FrameColumn\"}],\"nrow\":2,\"ncol\":2},\"kotlin_dataframe\":[{\"survived\":\"Survived\",\"group\":{\"data\":[{\"survived\":\"Survived\",\"age\":0.1667},{\"survived\":\"Survived\",\"age\":0.4167},{\"survived\":\"Survived\",\"age\":0.6667},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":2.0},{\"survived\":\"Survived\",\"age\":2.0},{\"survived\":\"Survived\",\"age\":2.0}],\"metadata\":{\"kind\":\"FrameColumn\",\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"ncol\":2,\"nrow\":500}}},{\"survived\":\"Died\",\"group\":{\"data\":[{\"survived\":\"Died\",\"age\":0.3333},{\"survived\":\"Died\",\"age\":0.75},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":3.0},{\"survived\":\"Died\",\"age\":3.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":5.0},{\"survived\":\"Died\",\"age\":6.0}],\"metadata\":{\"kind\":\"FrameColumn\",\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"ncol\":2,\"nrow\":809}}}]}"
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 24
  },
  {
   "cell_type": "code",
   "source": [
    "survivedByAge.groupBy { survived }.plot {\n",
    "    histogram(x = age, binsOption = BinsOption.byWidth(5.0)) {\n",
    "        fillColor(key.survived) {\n",
    "            scale = categorical(\n",
    "                \"Survived\" to JetBrainsColors.orange,\n",
    "                \"Died\" to JetBrainsColors.darkGrey,\n",
    "            )\n",
    "        }\n",
    "        alpha = 0.7\n",
    "        position = Position.dodge()\n",
    "    }\n",
    "    layout {\n",
    "        size = 850 to 500\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:19:42.226196Z",
     "start_time": "2025-05-28T10:19:41.738286Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='850' height='500' srcdoc=\"&lt;html lang=&quot;en&quot;>\n",
       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;PwOAUr&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "   \n",
       "   (function() {\n",
       "   // ----------\n",
       "   \n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:850.0,\n",
       "&quot;height&quot;:500.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;name&quot;:&quot;age&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;fill&quot;,\n",
       "&quot;values&quot;:[&quot;#ff6632&quot;,&quot;#4c4c4c&quot;],\n",
       "&quot;limits&quot;:[&quot;Survived&quot;,&quot;Died&quot;]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;x&quot;,\n",
       "&quot;y&quot;:&quot;count&quot;,\n",
       "&quot;fill&quot;:&quot;survived&quot;,\n",
       "&quot;group&quot;:&quot;&amp;merged_groups&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;data&quot;:{\n",
       "&quot;&amp;merged_groups&quot;:[&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;],\n",
       "&quot;count&quot;:[33.0,17.0,11.0,45.0,71.0,129.0,54.0,44.0,20.0,32.0,21.0,11.0,10.0,0.0,0.0,2.0,18.0,14.0,16.0,71.0,113.0,294.0,78.0,56.0,49.0,34.0,22.0,16.0,17.0,5.0,6.0,0.0],\n",
       "&quot;x&quot;:[2.5,7.5,12.5,17.5,22.5,27.5,32.5,37.5,42.5,47.5,52.5,57.5,62.5,67.5,72.5,77.5,2.5,7.5,12.5,17.5,22.5,27.5,32.5,37.5,42.5,47.5,52.5,57.5,62.5,67.5,72.5,77.5],\n",
       "&quot;survived&quot;:[&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;]\n",
       "},\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;alpha&quot;:0.7,\n",
       "&quot;inherit_aes&quot;:false,\n",
       "&quot;position&quot;:&quot;dodge&quot;,\n",
       "&quot;geom&quot;:&quot;bar&quot;,\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;survived&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;x&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;int&quot;,\n",
       "&quot;column&quot;:&quot;count&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;&amp;merged_groups&quot;\n",
       "}]\n",
       "}\n",
       "}],\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;survived&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;&amp;merged_groups&quot;\n",
       "}]\n",
       "},\n",
       "&quot;spec_id&quot;:&quot;11&quot;\n",
       "};\n",
       "       var containerDiv = document.getElementById(&quot;PwOAUr&quot;);\n",
       "       \n",
       "               var toolbar = null;\n",
       "               var plotContainer = containerDiv;               \n",
       "               \n",
       "       var options = {\n",
       "           sizing: {\n",
       "               width_mode: &quot;fixed&quot;,\n",
       "               height_mode: &quot;fixed&quot;,\n",
       "               width: 850.0,\n",
       "               height: 500.0\n",
       "           }\n",
       "       };\n",
       "       var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
       "       if (toolbar) {\n",
       "         toolbar.bind(fig);\n",
       "       }\n",
       "       \n",
       "   // ----------\n",
       "   })();\n",
       "   \n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=fda64bb4-58ed-4a13-9b63-dff73c2c87f4 width=\"100%\" height=\"100%\" style=\"max-width: 850.0px; max-height: 500.0px;\" viewBox=\"0 0 850.0 500.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <style type=\"text/css\">\n",
       "  .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#piX4i6f .plot-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 16.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .plot-subtitle {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .plot-caption {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .hyperlink-element {\n",
       "fill: #118ed8;\n",
       "font-weight: normal;\n",
       "   font-style: normal;\n",
       "}\n",
       "#piX4i6f .legend-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .legend-item {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .axis-title-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .axis-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dm2YtlK .axis-tooltip-text-x {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .axis-title-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .axis-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dm2YtlK .axis-tooltip-text-y {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .facet-strip-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#piX4i6f .facet-strip-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dm2YtlK .tooltip-text {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dm2YtlK .tooltip-title {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dm2YtlK .tooltip-label {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "\n",
       "  </style>\n",
       "  <g id=\"piX4i6f\">\n",
       "    <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 500.0 L850.0 500.0 L850.0 0.0 Z\">\n",
       "    </path>\n",
       "    <g transform=\"translate(29.5 6.5 ) \">\n",
       "      <g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"28.717628973981515\" y1=\"0.0\" x2=\"28.717628973981515\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"105.8119349444017\" y1=\"0.0\" x2=\"105.8119349444017\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"182.90624091482186\" y1=\"0.0\" x2=\"182.90624091482186\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"260.00054688524204\" y1=\"0.0\" x2=\"260.00054688524204\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"337.0948528556622\" y1=\"0.0\" x2=\"337.0948528556622\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"414.1891588260824\" y1=\"0.0\" x2=\"414.1891588260824\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"491.2834647965026\" y1=\"0.0\" x2=\"491.2834647965026\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"568.3777707669227\" y1=\"0.0\" x2=\"568.3777707669227\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"645.472076737343\" y1=\"0.0\" x2=\"645.472076737343\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"0.0\" y1=\"441.0\" x2=\"674.1897057113243\" y2=\"441.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"369.57142857142856\" x2=\"674.1897057113243\" y2=\"369.57142857142856\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"298.1428571428571\" x2=\"674.1897057113243\" y2=\"298.1428571428571\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"226.71428571428572\" x2=\"674.1897057113243\" y2=\"226.71428571428572\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"155.28571428571428\" x2=\"674.1897057113243\" y2=\"155.28571428571428\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"83.85714285714283\" x2=\"674.1897057113243\" y2=\"83.85714285714283\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"12.428571428571445\" x2=\"674.1897057113243\" y2=\"12.428571428571445\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g clip-path=\"url(#cnWqHca)\" clip-bounds-jfx=\"[rect (29.941816366404606, 0.0), (674.1897057113243, 441.0)]\">\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g>\n",
       "            <g>\n",
       "              <rect x=\"626.1985002447379\" y=\"441.0\" height=\"0.1\" width=\"17.346218843344445\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"587.6513472595278\" y=\"432.42857142857144\" height=\"8.571428571428555\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"549.1041942743177\" y=\"433.85714285714283\" height=\"7.142857142857167\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"510.55704128910764\" y=\"416.7142857142857\" height=\"24.285714285714278\" width=\"17.346218843344502\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"472.0098883038975\" y=\"418.14285714285717\" height=\"22.857142857142833\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"433.46273531868746\" y=\"409.57142857142856\" height=\"31.428571428571445\" width=\"17.346218843344502\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"394.91558233347735\" y=\"392.42857142857144\" height=\"48.571428571428555\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"356.3684293482673\" y=\"371.0\" height=\"70.0\" width=\"17.346218843344502\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"317.82127636305717\" y=\"361.0\" height=\"80.0\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"279.2741233778471\" y=\"329.57142857142856\" height=\"111.42857142857144\" width=\"17.346218843344502\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"240.72697039263699\" y=\"21.0\" height=\"420.0\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"202.1798174074269\" y=\"279.57142857142856\" height=\"161.42857142857144\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"163.6326644222168\" y=\"339.57142857142856\" height=\"101.42857142857144\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"125.08551143700674\" y=\"418.14285714285717\" height=\"22.857142857142833\" width=\"17.34621884334453\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"86.53835845179665\" y=\"421.0\" height=\"20.0\" width=\"17.346218843344545\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"47.991205466586564\" y=\"415.2857142857143\" height=\"25.714285714285722\" width=\"17.34621884334453\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"608.8522814013934\" y=\"438.14285714285717\" height=\"2.857142857142833\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"570.3051284161833\" y=\"441.0\" height=\"0.1\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"531.7579754309731\" y=\"441.0\" height=\"0.1\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"493.2108224457631\" y=\"426.7142857142857\" height=\"14.285714285714278\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"454.66366946055297\" y=\"425.2857142857143\" height=\"15.714285714285722\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"416.1165164753429\" y=\"411.0\" height=\"30.0\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"377.5693634901328\" y=\"395.2857142857143\" height=\"45.71428571428572\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"339.0222105049227\" y=\"412.42857142857144\" height=\"28.571428571428555\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"300.4750575197126\" y=\"378.1428571428571\" height=\"62.85714285714289\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"261.92790453450255\" y=\"363.8571428571429\" height=\"77.14285714285711\" width=\"17.34621884334456\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"223.38075154929246\" y=\"256.7142857142857\" height=\"184.28571428571428\" width=\"17.34621884334453\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"184.83359856408237\" y=\"339.57142857142856\" height=\"101.42857142857144\" width=\"17.34621884334453\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"146.28644557887228\" y=\"376.7142857142857\" height=\"64.28571428571428\" width=\"17.34621884334453\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"107.7392925936622\" y=\"425.2857142857143\" height=\"15.714285714285722\" width=\"17.346218843344545\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"69.19213960845211\" y=\"416.7142857142857\" height=\"24.285714285714278\" width=\"17.346218843344545\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"30.64498662324202\" y=\"393.85714285714283\" height=\"47.14285714285717\" width=\"17.346218843344545\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"0.7\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
       "          <clipPath id=\"cnWqHca\">\n",
       "            <rect x=\"29.941816366404606\" y=\"0.0\" width=\"674.1897057113243\" height=\"441.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "      </g>\n",
       "      <g>\n",
       "        <g transform=\"translate(29.941816366404606 441.0 ) \">\n",
       "          <g transform=\"translate(28.717628973981515 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(105.8119349444017 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>10</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(182.90624091482186 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>20</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(260.00054688524204 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>30</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(337.0948528556622 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>40</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(414.1891588260824 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(491.2834647965026 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>60</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(568.3777707669227 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>70</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(645.472076737343 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>80</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <line x1=\"0.0\" y1=\"0.0\" x2=\"674.1897057113243\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "          </line>\n",
       "        </g>\n",
       "        <g transform=\"translate(29.941816366404606 0.0 ) \">\n",
       "          <g transform=\"translate(0.0 441.0 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 369.57142857142856 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 298.1428571428571 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>100</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 226.71428571428572 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>150</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 155.28571428571428 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>200</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 83.85714285714283 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>250</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 12.428571428571445 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>300</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(16.0 227.0 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>count</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(396.5366692220668 493.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>age</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(745.131522077729 187.75 ) \">\n",
       "      <rect x=\"0.0\" y=\"0.0\" height=\"78.5\" width=\"104.8684779222711\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\">\n",
       "      </rect>\n",
       "      <g transform=\"translate(5.0 5.0 ) \">\n",
       "        <g transform=\"translate(0.0 12.0 ) \">\n",
       "          <text class=\"legend-title\" y=\"0.0\">\n",
       "            <tspan>survived</tspan>\n",
       "          </text>\n",
       "        </g>\n",
       "        <g transform=\"translate(0.0 22.5 ) \">\n",
       "          <g transform=\"\">\n",
       "            <g>\n",
       "              <g transform=\"translate(1.0 1.0 ) \">\n",
       "                <g>\n",
       "                  <rect x=\"0.0\" y=\"0.0\" height=\"21.0\" width=\"21.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.5\">\n",
       "                  </rect>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(26.9903027277341 16.05 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>Survived</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 23.0 ) \">\n",
       "            <g>\n",
       "              <g transform=\"translate(1.0 1.0 ) \">\n",
       "                <g>\n",
       "                  <rect x=\"0.0\" y=\"0.0\" height=\"21.0\" width=\"21.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"1.0\" stroke-width=\"1.5\">\n",
       "                  </rect>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(26.9903027277341 16.05 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>Died</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 500.0 L850.0 500.0 L850.0 0.0 Z\" pointer-events=\"none\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"dm2YtlK\">\n",
       "  </g>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"fda64bb4-58ed-4a13-9b63-dff73c2c87f4\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "mapping": {},
        "data": {
         "&merged_groups": [
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died"
         ],
         "survived": [
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died"
         ]
        },
        "ggsize": {
         "width": 850.0,
         "height": 500.0
        },
        "kind": "plot",
        "scales": [
         {
          "aesthetic": "x",
          "name": "age",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "x",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "y",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "fill",
          "values": [
           "#ff6632",
           "#4c4c4c"
          ],
          "limits": [
           "Survived",
           "Died"
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "x": "x",
           "y": "count",
           "fill": "survived",
           "group": "&merged_groups"
          },
          "stat": "identity",
          "data": {
           "&merged_groups": [
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died"
           ],
           "x": [
            2.5,
            7.5,
            12.5,
            17.5,
            22.5,
            27.5,
            32.5,
            37.5,
            42.5,
            47.5,
            52.5,
            57.5,
            62.5,
            67.5,
            72.5,
            77.5,
            2.5,
            7.5,
            12.5,
            17.5,
            22.5,
            27.5,
            32.5,
            37.5,
            42.5,
            47.5,
            52.5,
            57.5,
            62.5,
            67.5,
            72.5,
            77.5
           ],
           "count": [
            33.0,
            17.0,
            11.0,
            45.0,
            71.0,
            129.0,
            54.0,
            44.0,
            20.0,
            32.0,
            21.0,
            11.0,
            10.0,
            0.0,
            0.0,
            2.0,
            18.0,
            14.0,
            16.0,
            71.0,
            113.0,
            294.0,
            78.0,
            56.0,
            49.0,
            34.0,
            22.0,
            16.0,
            17.0,
            5.0,
            6.0,
            0.0
           ],
           "survived": [
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died"
           ]
          },
          "sampling": "none",
          "alpha": 0.7,
          "inherit_aes": false,
          "position": "dodge",
          "geom": "bar",
          "data_meta": {
           "series_annotations": [
            {
             "type": "str",
             "column": "survived"
            },
            {
             "type": "float",
             "column": "x"
            },
            {
             "type": "int",
             "column": "count"
            },
            {
             "type": "str",
             "column": "&merged_groups"
            }
           ]
          }
         }
        ],
        "data_meta": {
         "series_annotations": [
          {
           "type": "str",
           "column": "survived"
          },
          {
           "type": "str",
           "column": "&merged_groups"
          }
         ]
        }
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 25
  },
  {
   "cell_type": "code",
   "source": [
    "// Density plot\n",
    "survivedByAge.groupBy { survived }.plot {\n",
    "    densityPlot(x = age) {\n",
    "        fillColor = Color.GREY\n",
    "        alpha = 0.3\n",
    "        borderLine {\n",
    "            color(key.survived) {\n",
    "                scale = categorical(\n",
    "                    \"Survived\" to JetBrainsColors.orange,\n",
    "                    \"Died\" to JetBrainsColors.darkGrey,\n",
    "                )\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "    layout {\n",
    "        size = 850 to 250\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:19:45.886242Z",
     "start_time": "2025-05-28T10:19:45.132559Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='850' height='250' srcdoc=\"&lt;html lang=&quot;en&quot;>\n",
       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;VjaNYh&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "   \n",
       "   (function() {\n",
       "   // ----------\n",
       "   \n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:850.0,\n",
       "&quot;height&quot;:250.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;name&quot;:&quot;age&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;fill&quot;,\n",
       "&quot;discrete&quot;:true\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;color&quot;,\n",
       "&quot;values&quot;:[&quot;#ff6632&quot;,&quot;#4c4c4c&quot;],\n",
       "&quot;limits&quot;:[&quot;Survived&quot;,&quot;Died&quot;]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;x&quot;,\n",
       "&quot;y&quot;:&quot;density&quot;,\n",
       "&quot;fill&quot;:&quot;survived&quot;,\n",
       "&quot;color&quot;:&quot;survived&quot;,\n",
       "&quot;group&quot;:&quot;&amp;merged_groups&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;data&quot;:{\n",
       "&quot;&amp;merged_groups&quot;:[&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;],\n",
       "&quot;density&quot;:[0.007603449598253003,0.007839311760184098,0.008065122210652623,0.008279887668496458,0.008482691057487888,0.008672700036986326,0.008849174394524628,0.009011472200546811,0.009159054650167217,0.009291489542623441,0.009408453375387026,0.009509732056020143,0.00959522026019833,0.009664919488273522,0.009718934894802203,0.00975747098516982,0.009780826290433088,0.009789387145510154,0.009783620706694524,0.009764067352064188,0.009731332612713885,0.009686078783931913,0.009629016363644119,0.009560895460867686,0.009482497309835443,0.009394626016171106,0.009298100650353837,0.009193747791050746,0.009082394607066828,0.008964862552007881,0.008841961730592957,0.008714485980202288,0.008583208695977824,0.008448879412869075,0.008312221143653807,0.008173928458372887,0.00803466627795961,0.007895069343282015,0.007755742310462583,0.007617260414313915,0.007480170634106047,0.007344993289742324,0.007212223991808518,0.007082335865910689,0.006955781970247384,0.0068329978254636475,0.006714403977472512,0.0066004085170665045,0.006491409484677464,0.006387797094495143,0.006289955719169018,0.0061982655843525174,0.006113104131210684,0.006034847014498778,0.005963868713708321,0.0059005427448385675,0.005845241470333389,0.005798335514401441,0.005760192800072672,0.005731177232720742,0.005711647062219298,0.005701952962227557,0.005702435870200304,0.005713424635511115,0.00573523352551142,0.005768159640441861,0.005812480287911493,0.0058684503662465365,0.00593629980353222,0.006016231095767982,0.0061084169834313955,0.006212998301086015,0.006330082029696965,0.006459739576228963,0.006602005300095898,0.006756875301294032,0.00692430648071211,0.0071042158793068015,0.007296480299626792,0.007500936210605247,0.007717379934606831,0.007945568114377174,0.008185218456703655,0.008436010749146404,0.008697588146001644,0.008969558719537753,0.00925149727235514,0.009542947406270224,0.009843423842275432,0.010152414984733618,0.010469385720924278,0.010793780444299423,0.011125026286304981,0.011462536537402765,0.011805714233053818,0.012153955875030927,0.012506655252684153,0.01286320732289012,0.013223012101661042,0.013585478515005509,0.013950028151964772,0.01431609885906845,0.0146831481130585,0.015050656107926793,0.015418128493283027,0.01578509870406988,0.01615112982674939,0.01651581595441163,0.01687878299274578,0.0172396888904117,0.017598223280847588,0.017954106537705097,0.018307088262559827,0.018656945240902837,0.019003478920187274,0.01934651248136131,0.01968588759230367,0.020021460947294907,0.02035310071054009,0.020680682993231843,0.02100408850216467,0.02132319950303581,0.021637897242863288,0.021948059973113387,0.022253561707947556,0.022554271840347993,0.0228500557227964,0.023140776298774604,0.023426296846904747,0.023706484871415336,0.023981217141313127,0.024250385846759603,0.02451390580539729,0.024771722614539464,0.025023821608058664,0.025270237440442905,0.02551106408573334,0.025746465006899276,0.025976683222609567,0.026202050974263095,0.02642299867742139,0.02664006282931548,0.026853892538582343,0.02706525434550085,0.02727503501127002,0.02748424197362665,0.027694001193641897,0.027905552154801214,0.028120239820388533,0.028339503408332713,0.02856486190347115,0.028797896294814575,0.02904022859883757,0.029293497807736282,0.029559332982583977,0.029839323793614644,0.030134988891621684,0.030447742573676925,0.030778860280906848,0.03112944353370254,0.031500384968356505,0.031892334186473394,0.03230566516269781,0.03274044597536654,0.03319641162719926,0.033672940707726536,0.03416903661504288,0.034683314001234075,0.035213991033585544,0.03575888797304403,0.036315432463600465,0.03688067180304666,0.03745129232919425,0.0380236459090281,0.03859378336457084,0.03915749451222387,0.039710354335874755,0.04024777466233878,0.0407650605648623,0.04125747059063954,0.041720279795479306,0.04214884447653051,0.042538667425439304,0.04288546248207291,0.04318521715482137,0.04343425208866562,0.043629276206899915,0.04376743642611207,0.043846360945307715,0.04386419523667216,0.04381963001436841,0.043711920625264175,0.043540897487239695,0.04330696739203422,0.0430111056853426,0.0426548395319112,0.042240222662490536,0.041769802177696214,0.04124657814644704,0.04067395687952865,0.0400556988784116,0.03939586255291493,0.03869874486663006,0.0379688201050199,0.03721067796752177,0.03642896216235467,0.03562831063249602,0.03481329846560542,0.033988384442383765,0.033157862060374244,0.032325815737391454,0.03149608275474146,0.030672221349501847,0.029857485211670313,0.0290548044901884,0.028266773265664596,0.027495643310650165,0.02674332383372249,0.02601138679402167,0.025301077280279513,0.024613328374218216,0.02394877986324923,0.02330780013184463,0.022690510544395734,0.02209681163385595,0.02152641042859923,0.020978848282913982,0.02045352862228668,0.01994974407080603,0.019466702492186832,0.019003551545592953,0.018559401430201183,0.018133345565977156,0.017724479030302158,0.017331914639016326,0.01695479662452245,0.01659231192153555,0.016243699121904487,0.015908255203029152,0.015585340169442198,0.015274379774089505,0.014974866504983041,0.014686359034696133,0.014408480335294195,0.014140914660565844,0.013883403591752018,0.013635741333339287,0.01339776943286046,0.013169371083982216,0.012950465156333364,0.012741000079327132,0.012540947691324996,0.012350297150414238,0.012169048989229188,0.01199720938388984,0.01183478469639206,0.011681776340657635,0.011538176014834095,0.01140396133613835,0.011279091909298636,0.0111635058551781,0.01105711682213836,0.010959811498823935,0.01087144764302936,0.0107918526369214,0.010720822573950588,0.01065812187719441,0.010603483442599234,0.010556609293677346,0.010517171726791097,0.010484814918404278,0.010459156957849096,0.01043979226152643,0.010426294317342379,0.010418218701900156,0.010415106307823087,0.010416486714859449,0.010421881636346705,0.010430808372366455,0.01044278320260424,0.010457324655562955,0.010473956596306913,0.010492211082188847,0.010511630944811261,0.010531772066500692,0.010552205330468198,0.010572518235192828,0.010592316174958859,0.010611223399465656,0.01062888367557249,0.010644960683138211,0.010659138184211119,0.01067112001022222,0.010680629915124668,0.010687411343473853,0.010691227161229982,0.01069185939365083,0.010689109009193785,0.01068279578111335,0.010672758249755148,0.010658853798807945,0.010640958848424836,0.01061896915763887,0.010592800218358645,0.010562387713904893,0.010527688006978227,0.010488678615512009,0.010445358630380142,0.010397749026627066,0.010345892819905812,0.01028985502218702,0.010229722355475122,0.01016560268907531,0.01009762417464178,0.010025934063468595,0.00995069720185547,0.009872094212436925,0.009790319381618633,0.009705578285220532,0.009618085195591897,0.009528060323378008,0.009435726955365905,0.009341308556067053,0.009245025904633853,0.009147094340168443,0.009047721187376003,0.008947103430847689,0.008845425700135577,0.008742858619400683,0.008639557565059552,0.008535661862878897,0.008431294442790033,0.008326561955772865,0.008221555342980379,0.008116350833331124,0.008011011332574775,0.007905588154786931,0.0078001230367882365,0.00769465036745904,0.007589199557617602,0.007483797472247546,0.00737847084551377,0.007273248600220427,0.007168163997077009,0.007063256545198314,0.006958573613444085,0.006854171692205845,0.006750117266716301,0.006646487275489749,0.006543369140672008,0.006440860370439944,0.006339067746704194,0.006238106123809524,0.006138096875304356,0.006039166035818151,0.0059414421933535345,0.005845054193644518,0.005750128722501491,0.005656787834180453,0.005565146493777615,0.005475310199534209,0.00538737274688268,0.005301414190278889,0.005217499051602557,0.005135674815469902,0.00505597074251577,0.0049783970219136366,0.004902944274458668,0.004829583407780188,0.004758265815992401,0.004688923907619817,0.004621471938188196,0.004555807117644434,0.004491810957897619,0.0044293508223363955,0.004368281637196868,0.004308447724094003,0.004249684713800282,0.004191821503323186,0.004134682221324598,0.004078088170736741,0.004021859721836981,0.003965818133814373,0.003909787287760783,0.0038535953188255432,0.0037970761397819867,0.0037400708522892017,0.003682429045551002,0.0036240099847711983,0.003564683693716089,0.003504331936800863,0.0034428491064351476,0.0033801430209530097,0.003316135637406488,0.0032507636819395372,0.003183979198523972,0.003115750014686943,0.0030460601206533594,0.0029749099562279896,0.0029023165979025394,0.0028283138372285107,0.002752952140560903,0.0026762984799373166,0.00259843602516778,0.0025194636881962435,0.0024394955124459067,0.0023586599021354652,0.002277098689381093,0.002194966040182245,0.002112427204009193,0.0020296571155322424,0.0019468388609122323,0.0018641620248604504,0.0017818209382287659,0.0017000128490692757,0.0016189360427850126,0.001538787939074198,0.0014597631947682415,0.0013820518423219184,0.001305837493602159,0.0012312956377379606,0.0011585920601617668,0.0010878814076418007,0.0010193059211470199,9.529943548932429E-4,8.890610959963795E-4,8.276054949250565E-4,7.687114125239009E-4,7.124469848969296E-4,6.588646030215655E-4,6.080010997258506E-4,5.598781327114834E-4,5.145027487388296E-4,4.718681109861509E-4,4.3195436901677196E-4,3.947296487793495E-4,3.601511386546962E-4,3.281662467560602E-4,2.98713804480758E-4,2.7172529167567564E-4,2.4712605968034104E-4,2.2483652989993962E-4,2.0477334737877855E-4,1.868504710265469E-4,1.7098018462542093E-4,1.5707401544258194E-4,1.4504355011674117E-4,1.3480114040654147E-4,1.2626049431393289E-4,1.193371509613402E-4,1.139488403476733E-4,1.100157316806959E-4,1.0746057633440958E-4,1.0620875356923659E-4,1.0618822894645773E-4,1.0732943684036045E-4,1.09565099583052E-4,1.1282999655624765E-4,1.1706069696711815E-4,1.2219527011404495E-4,1.2817298667230274E-4,1.3493402392541934E-4,1.4241918695775472E-4,1.5056965663642237E-4,1.5932677378050188E-4,1.686318672822708E-4,1.7842613215341354E-4,1.886505615671334E-4,1.9924593500623798E-4,2.10152862660925E-4,2.2131188430231467E-4,2.3266361904220715E-4,2.4414896072768964E-4,2.5570931225889275E-4,2.672868509023079E-4,2.7882481573686353E-4,2.902678077437635E-4,3.015620927529918E-4,3.126558974985427E-4,3.234996894089588E-4,3.34046431456877E-4,3.442518043870456E-4,3.540743899022862E-4,3.634758098669618E-4,3.7242081823537387E-4,3.80877344168965E-4,3.8881648660762914E-4,3.9621246234072805E-4,4.030425113165905E-4,4.092867644718484E-4,4.1492808069561876E-4,4.1995186061716093E-4,4.2434584567773614E-4,4.280999113876095E-4,4.312058637597098E-4,4.3365724764799266E-4,4.3544917511041296E-4,4.365781809863268E-4,4.370421116615511E-4,4.368400515379037E-4,4.3597229008399455E-4,4.3444033058378975E-4,4.3224693988714414E-4,4.2939623667226097E-4,4.258938140231844E-4,4.21746890571692E-4,4.16964483111818E-4,4.1155759251767815E-4,4.0553939402167917E-4,3.9892542246898737E-4,3.917337430706528E-4,3.8398509843388983E-4,0.0029062365005629266,0.0030391527847771164,0.0031668919744145974,0.0032884746340393466,0.003402980967753703,0.003509567479581156,0.00360748243833365,0.003696079747824025,0.0037748308626115857,0.0038433344411442833,0.0039013234904063266,0.003948669826752153,0.003985385753899541,0.004011622938203209,0.004027668540355853,0.004033938738596153,0.004030969848528143,0.004019407306233326,0.003999992832341977,0.0039735501334697615,0.003940969522815904,0.0039031918532668017,0.0038611921541590066,0.003815963347635062,0.003768500393518182,0.003719785174556258,0.003670772388835858,0.00362237666550141,0.0035754610661376043,0.003530827079806489,0.003489206167194613,0.003451252860820749,0.0034175393856662327,0.0033885517294028815,0.003364687064632342,0.003346252407750602,0.003333464390241091,0.0033264500179238906,0.0033252483010466067,0.003329812651811846,0.0033400139644114554,0.003355644314090144,0.003376421234296929,0.0034019925527144085,0.003431941786108286,0.003465794108943032,0.0035030229202918303,0.0035430570368231726,0.0035852885360702267,0.003629081263731115,0.0036737800017816492,0.0037187202715137768,0.0037632387184088237,0.00380668399549765,0.003848428030255067,0.003887877528957713,0.003924485543674605,0.003957762902447083,0.003987289284378467,0.0040127237096472135,0.0040338142109118055,0.004050406457808574,0.004062451120453526,0.004070009780782478,0.004073259231501483,0.004072494040256928,0.004068127299899247,0.004060689532634898,0.004050825764472147,0.00403929083457428,0.004026943049848374,0.004014736336312682,0.004003711073687707,0.003994983826716562,0.003989736204771144,0.003989203089598251,0.003994660469330579,0.004007413105350239,0.004028782237954813,0.0040600935082127886,0.004102665238506404,0.004157797174986187,0.004226759753718865,0.004310783911062777,0.004411051420165443,0.004528685701781123,0.004664743030977528,0.004820204043549964,0.004995965438467559,0.005192831776294158,0.005411507288519866,0.00565258763875261,0.005916551612718983,0.006203752758389017,0.006514411048050365,0.006848604688098331,0.007206262256627006,0.007587155400266581,0.007990892366750078,0.008416912685121253,0.00886448332830355,0.009332696700422163,0.009820470781844294,0.010326551737262553,0.010849519245952647,0.01138779474928999,0.01193965273030292,0.012503235046099475,0.013076568229831621,0.01365758356875676,0.014244139653687739,0.014834046987869278,0.01542509414547479,0.01601507488656132,0.016601815571302286,0.017183202175648282,0.01775720619637121,0.018321908747682733,0.01887552219488873,0.01941640874202859,0.019943095487857092,0.02045428558421989,0.020948865267816936,0.021425906684650022,0.021884666579267683,0.022324581071164543,0.022745256881124505,0.023146459494212644,0.02352809884737029,0.023890213203472684,0.0242329519166566,0.024556557804152255,0.024861349817748252,0.025147706655297357,0.025416051873049874,0.025666840958180566,0.025900550704172617,0.02611767110688764,0.02631869987396119,0.02650413952205874,0.026674496932546945,0.026830285152212755,0.026972027166285557,0.027100261338970914,0.02721554821282428,0.027318478381368062,0.027409681196257807,0.027489834136090192,0.02755967274210361,0.02762000110907836,0.027671702999402,0.027715753716164235,0.027753232919315956,0.0277853385901964,0.027813402338346633,0.027838906196490112,0.027863500962780206,0.0278890260243421,0.027917530435297665,0.027951294831008923,0.027992853545472134,0.028045016070015572,0.02811088675985013,0.02819388147309822,0.02829773962813331,0.02842653000332768,0.02858464849239547,0.028776805981603863,0.029008004544075965,0.029283500261163803,0.02960875118900266,0.029989349294234014,0.030430935587306276,0.03093909818139534,0.03151925359195559,0.0321765122535053,0.032915529949018904,0.03374034760067803,0.03465422263212276,0.03565945585085423,0.03675721848157173,0.03794738457151384,0.03922837445156463,0.04059701523758897,0.04204842446401618,0.04357592282998585,0.045170981688398844,0.04682321030973512,0.0485203871056733,0.05024853791376216,0.05199206314735993,0.05373391414020464,0.05545581740933492,0.05713854388050145,0.05876221843154273,0.06030666348151673,0.061751768858780184,0.06307787889034476,0.06426618663313802,0.06529912447177849,0.06616073998155102,0.0668370460285618,0.06731633456360868,0.06758944445534797,0.06764997497645935,0.06749443815990151,0.06712234512098002,0.06653622352094385,0.06574156554536742,0.0647467079955462,0.06356264825227341,0.06220280188011825,0.06068270941612554,0.05901970136025679,0.05723253150165488,0.05534098943780767,0.053365503454625124,0.05132674483520954,0.04924524417301452,0.047141029417340455,0.0450332942262403,0.04294010380547989,0.040878143841487836,0.03886251646402164,0.036906585473316864,0.035021871405844784,0.03321799545465106,0.031502669857500505,0.02988173116042306,0.02835921178522237,0.026937444594015772,0.025617194656669288,0.02439781218170313,0.023277400551771788,0.022252993587311774,0.02132073651675122,0.02047606562553765,0.019713882154311007,0.019028716684292662,0.01841488095269475,0.017866604753174357,0.01737815627058022,0.016943944854589072,0.016558605837212477,0.016217067533189234,0.015914601022911933,0.015646853701615192,0.015409867886096587,0.015200086003869108,0.01501434405383031,0.014849855128047408,0.014704184827589359,0.014575220398297284,0.01446113536176098,0.014360351329119976,0.014271498566842055,0.014193376740158187,0.014124917096776001,0.01406514717593291,0.014013158940583083,0.013968081038099907,0.013929055701679247,0.013895220614824443,0.013865695878840026,0.013839576051862257,0.013815927070986382,0.013793787729480016,0.013772175261361078,0.013750094487667834,0.013726549903791716,0.013700560035859025,0.013671173366189443,0.013637485122528043,0.013598654241597528,0.013553919852566291,0.013502616677837125,0.013444188814360606,0.013378201435500482,0.013304350038262087,0.01322246695043703,0.013132524904041234,0.01303463757269962,0.012929057059019136,0.012816168401494533,0.01269648124746736,0.012570618907825478,0.012439305069537792,0.012303348493128306,0.012163626063420302,0.012021064593167641,0.011876621800550548,0.011731266893091653,0.011585961192601402,0.011441639228617354,0.011299190711852173,0.011159443774867071,0.011023149835054742,0.010890970395635765,0.010763466054413534,0.010641087938268803,0.010524171724681564,0.010412934350951787,0.010307473448383632,0.010207769473758135,0.010113690445328038,0.010024999126804818,0.00994136244193819,0.009862362845912784,0.009787511329525787,0.009716261689527456,0.009648025665084893,0.009582188517390339,0.009518124618090202,0.009455212613300562,0.009392849744007337,0.00933046493075034,0.009267530270360765,0.00920357064440085,0.009138171201610198,0.00907098254839167,0.009001723560018106,0.008930181808260402,0.0088562116856501,0.008779730389483572,0.008700712006728522,0.008619180010992537,0.008535198541615862,0.008448862880018001,0.00836028956738376,0.00826960661893485,0.008176944282419914,0.008082426761884467,0.007986165282911255,0.007888252813861853,0.0077887606815312364,0.007687737232115873,0.007585208593178032,0.007481181493508234,0.007375647999854614,0.007268591936874755,0.007159996673681329,0.007049853890929799,0.006938172889888415,0.0068249899719331104,0.0067103774051261444,0.00659445150468061,0.006477379385864049,0.006359383999910559,0.006240747133490142,0.006121810137075118,0.006002972243302279,0.0058846864388126495,0.00576745295742428,0.005651810564168807,0.005538325894177869,0.005427581193505134,0.005320160877161831,0.005216637370111527,0.005117556727765045,0.0050234245426232635,0.004934692633083581,0.0048517469799441906,0.004774897327569532,0.004704368802542384,0.004640295826057482,0.004582718510890494,0.004531581643338946,0.004486736258979805,0.004447943732194564,0.004414882216652507,0.004387155200340734,0.0043643018767402925,0.0043458089851699895,0.004331123739253178,0.0043196674432995465,0.0043108493918514275,0.004304080656830844,0.004298787388233567,0.0042944232863452135,0.004290480943927685,0.004286501803530635,0.004282084525804231,0.00427689161731635,0.004270654219008668,0.004263175007440956,0.004254329209080716,0.004244063772151502,0.004232394780352682,0.004219403227807103,0.0042052293048345105,0.004190065369729482,0.004174147802898086,0.004157747956772827,0.00414116242815159,0.0041247028891824924,0.004108685719216841,0.004093421682116506,0.004079205892140956,0.00406630830595972,0.004054964968284217,0.004045370223729302,0.004037670087502205,0.004031956942204228,0.004028265697440948,0.004026571513336278,0.004026789148984114,0.004028773953198141,0.004032324468781024,0.004037186574340405,0.004043059041058546,0.004049600337545702,0.004056436475800626,0.004063169657148543,0.004069387450463806,0.004074672217402092,0.004078610491817323,0.004080802023660963,0.004080868211627134,0.004078459673290559,0.004073262735661694,0.004065004671658156,0.0040534575572500125,0.0040384406779249635,0.004019821469343683,0.003997515033192719,0.00397148232286349,0.003941727142375376,0.003908292143835089,0.0038712540419326576,0.0038307182871837988,0.0037868134519879913,0.0037396855847437946,0.0036894927774355716,0.0036364001719690732,0.0035805756012360686,0.0035221860239690963,0.003461394869748128,0.0033983603640883025,0.003333234855516408,0.0032661651190706415,0.003197293565761136,0.003126760247035466,0.0030547055087571297,0.0029812731218458186,0.002906613697398229,0.002830888183274136,0.0027542712368832712,0.0026769542749757354,0.0025991480150388897,0.0025210843435880107,0.00244301737315062,0.002365223580887971,0.0022880009562921896,0.002211667121940966,0.002136556428610232,0.002063016062931652,0.001991401241132745,0.0019220695952266284,0.0018553748874746612,0.0017916602143080698,0.0017312508815759083,0.0016744471485203832,0.0016215170479134688,0.0015726894940765632,0.0015281478889021167,0.0014880244284612648,0.0014523952993761695,0.0014212769350372162,0.001394623477255661,0.0013723255595024164,0.0013542104940861572,0.0013400439082196115,0.0013295328338263758,0.001322330214221005,0.0013180407486626453,0.001316227954558602,0.0013164222881732203,0.0013181301294966647,0.001320843406828311,0.001324049612910829,0.0013272419482260349,0.0013299293192119092,0.0013316459202701852,0.0013319601387549512,0.0013304825415418329,0.0013268727297643856,0.0013208448839767003,0.0013121718641098256,0.0013006877755752607,0.001286288962927455,0.0012689334436606226,0.001248638844942996,0.0012254789533693408,0.001199579030250958,0.0011711100808900967,0.0011402822943328208,0.0011073378892591237,0.0010725436113643504,0.0010361831276660125,9.985495539285613E-4,9.599383335493172E-4,9.206406608771076E-4,8.809376104373448E-4,8.410950975393149E-4,8.01359757009893E-4,7.619557871475812E-4,7.230827671886728E-4,6.849144202590918E-4,6.475982613757575E-4,6.112560427156963E-4,5.759848869307265E-4,5.418589842531225E-4],\n",
       "&quot;x&quot;:[0.1667,0.3229295499021526,0.47915909980430527,0.6353886497064578,0.7916181996086105,0.9478477495107631,1.1040772994129158,1.2603068493150684,1.416536399217221,1.5727659491193737,1.7289954990215264,1.885225048923679,2.0414545988258315,2.1976841487279843,2.3539136986301368,2.5101432485322897,2.666372798434442,2.8226023483365945,2.9788318982387474,3.1350614481409,3.2912909980430527,3.447520547945205,3.603750097847358,3.7599796477495104,3.916209197651663,4.072438747553815,4.228668297455968,4.38489784735812,4.541127397260273,4.697356947162426,4.853586497064579,5.009816046966731,5.166045596868884,5.3222751467710365,5.4785046966731885,5.634734246575341,5.790963796477494,5.947193346379647,6.103422896281799,6.259652446183952,6.415881996086105,6.572111545988257,6.72834109589041,6.884570645792563,7.0408001956947155,7.1970297455968675,7.35325929549902,7.509488845401173,7.665718395303325,7.821947945205478,7.978177495107631,8.134407045009784,8.290636594911938,8.44686614481409,8.603095694716242,8.759325244618395,8.915554794520547,9.0717843444227,9.228013894324853,9.384243444227005,9.540472994129159,9.69670254403131,9.852932093933463,10.009161643835617,10.165391193737769,10.32162074363992,10.477850293542074,10.634079843444226,10.790309393346378,10.946538943248532,11.102768493150684,11.258998043052838,11.41522759295499,11.571457142857142,11.727686692759296,11.883916242661448,12.0401457925636,12.196375342465753,12.352604892367905,12.508834442270057,12.665063992172211,12.821293542074363,12.977523091976515,13.133752641878669,13.28998219178082,13.446211741682975,13.602441291585126,13.758670841487278,13.914900391389432,14.071129941291584,14.227359491193736,14.38358904109589,14.539818590998042,14.696048140900194,14.852277690802348,15.0085072407045,15.164736790606652,15.320966340508805,15.477195890410957,15.633425440313111,15.789654990215263,15.945884540117415,16.10211409001957,16.25834363992172,16.414573189823873,16.570802739726023,16.727032289628177,16.88326183953033,17.03949138943248,17.195720939334635,17.35195048923679,17.50818003913894,17.664409589041092,17.820639138943246,17.976868688845396,18.13309823874755,18.289327788649704,18.445557338551858,18.601786888454008,18.75801643835616,18.914245988258315,19.070475538160466,19.22670508806262,19.382934637964773,19.539164187866923,19.695393737769077,19.85162328767123,20.00785283757338,20.164082387475535,20.32031193737769,20.47654148727984,20.632771037181993,20.789000587084146,20.945230136986297,21.10145968688845,21.257689236790604,21.413918786692754,21.570148336594908,21.726377886497062,21.882607436399212,22.038836986301366,22.19506653620352,22.351296086105673,22.507525636007824,22.663755185909977,22.81998473581213,22.97621428571428,23.132443835616435,23.28867338551859,23.44490293542074,23.601132485322893,23.757362035225047,23.913591585127197,24.06982113502935,24.226050684931504,24.382280234833654,24.53850978473581,24.694739334637962,24.850968884540112,25.007198434442266,25.16342798434442,25.31965753424657,25.475887084148724,25.632116634050877,25.788346183953028,25.94457573385518,26.100805283757335,26.25703483365949,26.41326438356164,26.569493933463793,26.725723483365947,26.881953033268097,27.03818258317025,27.194412133072404,27.350641682974555,27.50687123287671,27.663100782778862,27.819330332681012,27.975559882583166,28.13178943248532,28.28801898238747,28.444248532289624,28.600478082191778,28.756707632093928,28.91293718199608,29.069166731898235,29.225396281800386,29.38162583170254,29.537855381604693,29.694084931506843,29.850314481408997,30.00654403131115,30.1627735812133,30.319003131115455,30.47523268101761,30.631462230919762,30.787691780821913,30.943921330724066,31.10015088062622,31.25638043052837,31.412609980430524,31.568839530332678,31.725069080234828,31.881298630136982,32.03752818003914,32.19375772994129,32.34998727984344,32.50621682974559,32.66244637964775,32.8186759295499,32.97490547945205,33.131135029354205,33.287364579256355,33.443594129158505,33.59982367906066,33.75605322896281,33.91228277886496,34.06851232876712,34.22474187866927,34.38097142857142,34.53720097847358,34.69343052837573,34.84966007827788,35.005889628180036,35.162119178082186,35.318348727984336,35.47457827788649,35.630807827788644,35.787037377690794,35.94326692759295,36.0994964774951,36.25572602739726,36.41195557729941,36.56818512720156,36.72441467710372,36.88064422700587,37.03687377690802,37.193103326810174,37.349332876712324,37.505562426614475,37.66179197651663,37.81802152641878,37.97425107632093,38.13048062622309,38.28671017612524,38.44293972602739,38.59916927592955,38.7553988258317,38.91162837573385,39.067857925636005,39.224087475538155,39.380317025440306,39.53654657534246,39.69277612524461,39.84900567514676,40.00523522504892,40.16146477495107,40.31769432485322,40.47392387475538,40.63015342465753,40.78638297455968,40.942612524461836,41.098842074363986,41.25507162426614,41.411301174168294,41.567530724070444,41.723760273972594,41.87998982387475,42.0362193737769,42.19244892367905,42.34867847358121,42.50490802348336,42.66113757338551,42.81736712328767,42.97359667318982,43.12982622309197,43.286055772994125,43.442285322896275,43.598514872798425,43.75474442270058,43.91097397260273,44.06720352250488,44.22343307240704,44.37966262230919,44.53589217221135,44.6921217221135,44.84835127201565,45.004580821917806,45.160810371819956,45.317039921722106,45.47326947162426,45.629499021526414,45.785728571428564,45.94195812133072,46.09818767123287,46.25441722113502,46.41064677103718,46.56687632093933,46.72310587084148,46.87933542074364,47.03556497064579,47.19179452054794,47.348024070450094,47.504253620352245,47.660483170254395,47.81671272015655,47.9729422700587,48.12917181996085,48.28540136986301,48.44163091976516,48.59786046966731,48.75409001956947,48.91031956947162,49.06654911937377,49.222778669275925,49.379008219178075,49.535237769080226,49.69146731898238,49.84769686888453,50.00392641878668,50.16015596868884,50.31638551859099,50.47261506849314,50.6288446183953,50.78507416829745,50.9413037181996,51.097533268101756,51.253762818003906,51.40999236790606,51.566221917808214,51.722451467710364,51.878681017612514,52.03491056751467,52.19114011741682,52.34736966731898,52.50359921722113,52.65982876712328,52.81605831702544,52.97228786692759,53.12851741682974,53.284746966731895,53.440976516634045,53.597206066536195,53.75343561643835,53.9096651663405,54.06589471624265,54.22212426614481,54.37835381604696,54.53458336594911,54.69081291585127,54.84704246575342,55.00327201565557,55.159501565557726,55.315731115459876,55.471960665362026,55.62819021526418,55.784419765166334,55.940649315068484,56.09687886497064,56.25310841487279,56.40933796477494,56.5655675146771,56.72179706457925,56.8780266144814,57.03425616438356,57.19048571428571,57.34671526418786,57.502944814090014,57.659174363992165,57.815403913894315,57.97163346379647,58.12786301369862,58.28409256360077,58.44032211350293,58.59655166340508,58.75278121330723,58.90901076320939,59.06524031311154,59.22146986301369,59.377699412915845,59.533928962817996,59.690158512720146,59.8463880626223,60.00261761252445,60.1588471624266,60.31507671232876,60.47130626223091,60.62753581213307,60.78376536203522,60.93999491193737,61.096224461839526,61.252454011741676,61.40868356164383,61.564913111545984,61.721142661448134,61.877372211350284,62.03360176125244,62.18983131115459,62.34606086105674,62.5022904109589,62.65851996086105,62.8147495107632,62.97097906066536,63.12720861056751,63.28343816046966,63.439667710371815,63.595897260273965,63.752126810176115,63.90835636007827,64.06458590998042,64.22081545988259,64.37704500978474,64.53327455968689,64.68950410958904,64.84573365949119,65.00196320939335,65.1581927592955,65.31442230919765,65.4706518590998,65.62688140900195,65.7831109589041,65.93934050880627,66.09557005870842,66.25179960861057,66.40802915851272,66.56425870841487,66.72048825831702,66.87671780821918,67.03294735812133,67.18917690802348,67.34540645792563,67.50163600782778,67.65786555772993,67.8140951076321,67.97032465753425,68.1265542074364,68.28278375733855,68.4390133072407,68.59524285714285,68.75147240704501,68.90770195694716,69.06393150684931,69.22016105675146,69.37639060665362,69.53262015655577,69.68884970645793,69.84507925636008,70.00130880626223,70.15753835616438,70.31376790606653,70.46999745596868,70.62622700587085,70.782456555773,70.93868610567515,71.0949156555773,71.25114520547945,71.4073747553816,71.56360430528376,71.71983385518591,71.87606340508806,72.03229295499021,72.18852250489236,72.34475205479453,72.50098160469668,72.65721115459883,72.81344070450098,72.96967025440313,73.12589980430528,73.28212935420744,73.43835890410959,73.59458845401174,73.75081800391389,73.90704755381604,74.06327710371819,74.21950665362036,74.37573620352251,74.53196575342466,74.68819530332681,74.84442485322896,75.00065440313111,75.15688395303327,75.31311350293542,75.46934305283757,75.62557260273972,75.78180215264187,75.93803170254402,76.09426125244619,76.25049080234834,76.40672035225049,76.56294990215264,76.71917945205479,76.87540900195694,77.0316385518591,77.18786810176125,77.3440976516634,77.50032720156555,77.6565567514677,77.81278630136985,77.96901585127202,78.12524540117417,78.28147495107632,78.43770450097847,78.59393405088062,78.75016360078277,78.90639315068493,79.06262270058708,79.21885225048923,79.37508180039138,79.53131135029354,79.68754090019569,79.84377045009785,80.0,0.3333,0.47746183953033267,0.6216236790606653,0.7657855185909981,0.9099473581213307,1.0541091976516634,1.198271037181996,1.3424328767123286,1.4865947162426614,1.6307565557729942,1.7749183953033267,1.9190802348336593,2.063242074363992,2.207403913894325,2.3515657534246572,2.49572759295499,2.639889432485323,2.7840512720156556,2.9282131115459884,3.0723749510763207,3.2165367906066535,3.3606986301369863,3.5048604696673187,3.6490223091976515,3.7931841487279843,3.937345988258317,4.08150782778865,4.225669667318982,4.369831506849315,4.513993346379648,4.658155185909981,4.802317025440313,4.946478864970646,5.090640704500979,5.234802544031312,5.3789643835616445,5.523126223091977,5.667288062622309,5.811449902152642,5.955611741682975,6.099773581213308,6.24393542074364,6.388097260273973,6.532259099804306,6.676420939334638,6.820582778864971,6.9647446183953035,7.108906457925636,7.253068297455969,7.397230136986302,7.541391976516635,7.685553816046967,7.8297156555773,7.973877495107632,8.118039334637965,8.262201174168297,8.406363013698629,8.550524853228962,8.694686692759294,8.838848532289628,8.98301037181996,9.127172211350294,9.271334050880625,9.41549589041096,9.559657729941291,9.703819569471623,9.847981409001957,9.992143248532289,10.136305088062622,10.280466927592954,10.424628767123288,10.56879060665362,10.712952446183953,10.857114285714285,11.001276125244617,11.14543796477495,11.289599804305283,11.433761643835616,11.577923483365948,11.722085322896282,11.866247162426614,12.010409001956946,12.15457084148728,12.298732681017611,12.442894520547945,12.587056360078277,12.73121819960861,12.875380039138943,13.019541878669274,13.163703718199608,13.30786555772994,13.452027397260274,13.596189236790606,13.74035107632094,13.884512915851271,14.028674755381605,14.172836594911937,14.316998434442269,14.461160273972602,14.605322113502934,14.749483953033268,14.8936457925636,15.037807632093934,15.181969471624265,15.3261313111546,15.470293150684931,15.614454990215263,15.758616829745597,15.902778669275929,16.046940508806262,16.191102348336596,16.33526418786693,16.47942602739726,16.623587866927593,16.767749706457927,16.91191154598826,17.05607338551859,17.200235225048925,17.34439706457926,17.488558904109592,17.632720743639922,17.776882583170256,17.92104442270059,18.06520626223092,18.209368101761253,18.353529941291587,18.49769178082192,18.64185362035225,18.786015459882584,18.930177299412918,19.074339138943248,19.218500978473582,19.362662818003916,19.50682465753425,19.65098649706458,19.795148336594913,19.939310176125247,20.083472015655577,20.22763385518591,20.371795694716244,20.515957534246578,20.660119373776908,20.80428121330724,20.948443052837575,21.09260489236791,21.23676673189824,21.380928571428573,21.525090410958907,21.669252250489237,21.81341409001957,21.957575929549904,22.101737769080238,22.245899608610568,22.3900614481409,22.534223287671235,22.678385127201565,22.8225469667319,22.966708806262233,23.110870645792566,23.255032485322896,23.39919432485323,23.543356164383564,23.687518003913894,23.831679843444228,23.97584168297456,24.120003522504895,24.264165362035225,24.40832720156556,24.552489041095892,24.696650880626223,24.840812720156556,24.98497455968689,25.129136399217224,25.273298238747554,25.417460078277887,25.56162191780822,25.70578375733855,25.849945596868885,25.99410743639922,26.138269275929552,26.282431115459882,26.426592954990216,26.57075479452055,26.714916634050883,26.859078473581214,27.003240313111547,27.14740215264188,27.29156399217221,27.435725831702545,27.57988767123288,27.724049510763212,27.868211350293542,28.012373189823876,28.15653502935421,28.30069686888454,28.444858708414873,28.589020547945207,28.73318238747554,28.87734422700587,29.021506066536205,29.16566790606654,29.30982974559687,29.453991585127202,29.598153424657536,29.74231526418787,29.8864771037182,30.030638943248533,30.174800782778867,30.3189626223092,30.46312446183953,30.607286301369864,30.751448140900198,30.895609980430528,31.039771819960862,31.183933659491196,31.32809549902153,31.47225733855186,31.616419178082193,31.760581017612527,31.904742857142857,32.04890469667319,32.193066536203524,32.33722837573386,32.48139021526419,32.62555205479452,32.76971389432485,32.913875733855186,33.05803757338552,33.20219941291585,33.34636125244619,33.49052309197652,33.634684931506854,33.77884677103718,33.923008610567514,34.06717045009785,34.21133228962818,34.355494129158515,34.49965596868885,34.64381780821918,34.78797964774951,34.93214148727984,35.07630332681018,35.22046516634051,35.364627005870844,35.50878884540118,35.65295068493151,35.79711252446184,35.94127436399217,36.085436203522505,36.22959804305284,36.37375988258317,36.517921722113506,36.66208356164384,36.806245401174166,36.9504072407045,37.094569080234834,37.23873091976517,37.3828927592955,37.527054598825835,37.67121643835617,37.815378277886495,37.95954011741683,38.10370195694716,38.247863796477496,38.39202563600783,38.53618747553816,38.6803493150685,38.824511154598824,38.96867299412916,39.11283483365949,39.256996673189825,39.40115851272016,39.54532035225049,39.689482191780826,39.83364403131115,39.977805870841486,40.12196771037182,40.26612954990215,40.41029138943249,40.55445322896282,40.698615068493154,40.84277690802348,40.986938747553815,41.13110058708415,41.27526242661448,41.419424266144816,41.56358610567515,41.70774794520548,41.85190978473582,41.99607162426614,42.14023346379648,42.28439530332681,42.428557142857144,42.57271898238748,42.71688082191781,42.861042661448145,43.00520450097847,43.149366340508806,43.29352818003914,43.43769001956947,43.58185185909981,43.72601369863014,43.870175538160474,44.0143373776908,44.158499217221134,44.30266105675147,44.4468228962818,44.590984735812135,44.73514657534247,44.8793084148728,45.02347025440313,45.16763209393346,45.3117939334638,45.45595577299413,45.600117612524464,45.7442794520548,45.88844129158513,46.03260313111546,46.17676497064579,46.320926810176125,46.46508864970646,46.60925048923679,46.753412328767126,46.89757416829746,47.04173600782779,47.18589784735812,47.330059686888454,47.47422152641879,47.61838336594912,47.762545205479455,47.90670704500979,48.050868884540115,48.19503072407045,48.33919256360078,48.483354403131116,48.62751624266145,48.771678082191784,48.91583992172212,49.060001761252444,49.20416360078278,49.34832544031311,49.492487279843445,49.63664911937378,49.78081095890411,49.924972798434446,50.06913463796477,50.213296477495106,50.35745831702544,50.501620156555774,50.64578199608611,50.78994383561644,50.934105675146775,51.0782675146771,51.222429354207435,51.36659119373777,51.5107530332681,51.654914872798436,51.79907671232877,51.9432385518591,52.08740039138944,52.231562230919764,52.3757240704501,52.51988590998043,52.664047749510765,52.8082095890411,52.95237142857143,53.096533268101766,53.24069510763209,53.384856947162426,53.52901878669276,53.67318062622309,53.81734246575343,53.96150430528376,54.105666144814094,54.24982798434442,54.393989823874755,54.53815166340509,54.68231350293542,54.826475342465756,54.97063718199609,55.11479902152642,55.25896086105675,55.40312270058708,55.54728454011742,55.69144637964775,55.835608219178084,55.97977005870842,56.12393189823875,56.26809373776908,56.41225557729941,56.556417416829746,56.70057925636008,56.84474109589041,56.98890293542075,57.13306477495108,57.27722661448141,57.42138845401174,57.565550293542074,57.70971213307241,57.85387397260274,57.998035812133075,58.14219765166341,58.286359491193735,58.43052133072407,58.5746831702544,58.71884500978474,58.86300684931507,59.007168688845404,59.15133052837574,59.295492367906064,59.4396542074364,59.58381604696673,59.727977886497065,59.8721397260274,60.01630156555773,60.160463405088066,60.3046252446184,60.44878708414873,60.59294892367906,60.737110763209394,60.88127260273973,61.02543444227006,61.169596281800395,61.31375812133073,61.457919960861055,61.60208180039139,61.74624363992172,61.890405479452056,62.03456731898239,62.17872915851272,62.32289099804306,62.467052837573384,62.61121467710372,62.75537651663405,62.899538356164385,63.04370019569472,63.18786203522505,63.332023874755386,63.47618571428571,63.620347553816046,63.76450939334638,63.90867123287671,64.05283307240704,64.19699491193738,64.34115675146771,64.48531859099803,64.62948043052837,64.7736422700587,64.91780410958903,65.06196594911937,65.2061277886497,65.35028962818004,65.49445146771036,65.6386133072407,65.78277514677103,65.92693698630137,66.0710988258317,66.21526066536202,66.35942250489236,66.50358434442269,66.64774618395303,66.79190802348336,66.9360698630137,67.08023170254403,67.22439354207435,67.3685553816047,67.51271722113502,67.65687906066536,67.80104090019569,67.94520273972603,68.08936457925635,68.23352641878668,68.37768825831702,68.52185009784735,68.66601193737769,68.81017377690802,68.95433561643836,69.09849745596868,69.24265929549901,69.38682113502935,69.53098297455968,69.67514481409002,69.81930665362034,69.96346849315069,70.10763033268101,70.25179217221134,70.39595401174168,70.540115851272,70.68427769080235,70.82843953033267,70.97260136986301,71.11676320939334,71.26092504892367,71.40508688845401,71.54924872798433,71.69341056751468,71.837572407045,71.98173424657534,72.12589608610567,72.270057925636,72.41421976516634,72.55838160469666,72.702543444227,72.84670528375733,72.99086712328767,73.135028962818,73.27919080234832,73.42335264187867,73.56751448140899,73.71167632093933,73.85583816046966,74.0],\n",
       "&quot;survived&quot;:[&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;]\n",
       "},\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;alpha&quot;:0.3,\n",
       "&quot;inherit_aes&quot;:false,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;area&quot;,\n",
       "&quot;fill&quot;:&quot;#a39999&quot;,\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;survived&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;x&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;density&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;&amp;merged_groups&quot;\n",
       "}]\n",
       "}\n",
       "}],\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;survived&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;&amp;merged_groups&quot;\n",
       "}]\n",
       "},\n",
       "&quot;spec_id&quot;:&quot;14&quot;\n",
       "};\n",
       "       var containerDiv = document.getElementById(&quot;VjaNYh&quot;);\n",
       "       \n",
       "               var toolbar = null;\n",
       "               var plotContainer = containerDiv;               \n",
       "               \n",
       "       var options = {\n",
       "           sizing: {\n",
       "               width_mode: &quot;fixed&quot;,\n",
       "               height_mode: &quot;fixed&quot;,\n",
       "               width: 850.0,\n",
       "               height: 250.0\n",
       "           }\n",
       "       };\n",
       "       var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
       "       if (toolbar) {\n",
       "         toolbar.bind(fig);\n",
       "       }\n",
       "       \n",
       "   // ----------\n",
       "   })();\n",
       "   \n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=d8511402-d1b5-4fe6-a563-ef251bedaab2 width=\"100%\" height=\"100%\" style=\"max-width: 850.0px; max-height: 250.0px;\" viewBox=\"0 0 850.0 250.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <style type=\"text/css\">\n",
       "  .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#p6sBdey .plot-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 16.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .plot-subtitle {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .plot-caption {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .hyperlink-element {\n",
       "fill: #118ed8;\n",
       "font-weight: normal;\n",
       "   font-style: normal;\n",
       "}\n",
       "#p6sBdey .legend-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .legend-item {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .axis-title-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .axis-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dTJqRGD .axis-tooltip-text-x {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .axis-title-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .axis-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dTJqRGD .axis-tooltip-text-y {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .facet-strip-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#p6sBdey .facet-strip-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dTJqRGD .tooltip-text {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dTJqRGD .tooltip-title {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dTJqRGD .tooltip-label {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "\n",
       "  </style>\n",
       "  <g id=\"p6sBdey\">\n",
       "    <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 250.0 L850.0 250.0 L850.0 0.0 Z\">\n",
       "    </path>\n",
       "    <g transform=\"translate(29.5 6.5 ) \">\n",
       "      <g>\n",
       "        <g transform=\"translate(35.01530667574961 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"29.14420770695746\" y1=\"0.0\" x2=\"29.14420770695746\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"105.33891199041486\" y1=\"0.0\" x2=\"105.33891199041486\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"181.53361627387227\" y1=\"0.0\" x2=\"181.53361627387227\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"257.72832055732965\" y1=\"0.0\" x2=\"257.72832055732965\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"333.92302484078704\" y1=\"0.0\" x2=\"333.92302484078704\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"410.1177291242444\" y1=\"0.0\" x2=\"410.1177291242444\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"486.31243340770186\" y1=\"0.0\" x2=\"486.31243340770186\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"562.5071376911592\" y1=\"0.0\" x2=\"562.5071376911592\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"638.7018419746166\" y1=\"0.0\" x2=\"638.7018419746166\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(35.01530667574961 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"0.0\" y1=\"191.0\" x2=\"669.1162154019794\" y2=\"191.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"137.2217799879274\" x2=\"669.1162154019794\" y2=\"137.2217799879274\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"83.44355997585477\" x2=\"669.1162154019794\" y2=\"83.44355997585477\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"29.665339963782145\" x2=\"669.1162154019794\" y2=\"29.665339963782145\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g clip-path=\"url(#c12maIx)\" clip-bounds-jfx=\"[rect (35.01530667574961, 0.0), (669.1162154019794, 191.0)]\">\n",
       "        <g transform=\"translate(35.01530667574961 0.0 ) \">\n",
       "          <g>\n",
       "            <g>\n",
       "              <g>\n",
       "                <path d=\"M31.683777200725096 183.18538870328055 L31.683777200725096 183.18538870328055 L32.78221407392239 182.82798864449765 L33.88065094711968 182.48450933227323 L34.97908782031698 182.1575843813256 L36.07752469351427 181.84968704096227 L37.175961566711564 181.56308539679347 L38.27439843990886 181.29980078708024 L39.37283531310615 181.06157050696768 L40.471272186303445 180.8498157681056 L41.56970905950074 180.66561574220833 L42.66814593269803 180.50968834973307 L43.766582805895325 180.3823782650945 L44.86501967909262 180.28365240469054 L45.96345655228991 180.21310295119153 L47.061893425487206 180.16995775505197 L48.1603302986845 180.15309775002768 L49.25876717188179 180.16108083119113 L50.35720404507909 180.1921714783626 L51.45564091827639 180.24437527077998 L52.554077791473674 180.31547733466314 L53.652514664670974 180.40308369705667 L54.75095153786826 180.50466448828442 L55.849388411065554 180.61759794123742 L56.94782528426285 180.73921417664383 L58.04626215746015 180.86683783608984 L59.144699030657435 180.9978287242534 L60.243135903854736 181.1296197429472 L61.34157277705202 181.25975153580336 L62.44000965024932 181.3859034070326 L63.538446523446616 181.50592022387914 L64.63688339664391 181.6178351536564 L65.7353202698412 181.71988821667435 L66.8337571430385 181.81054075088588 L67.9321940162358 181.88848597869412 L69.03063088943308 181.95265593832136 L70.12906776263038 182.002225090003 L71.22750463582767 182.03661093096025 L72.32594150902497 182.0554719538463 L73.42437838222226 182.05870326357726 L74.52281525541954 182.046430130594 L75.62125212861685 182.0189997089243 L76.71968900181415 181.97697108973 L77.81812587501145 181.9211038004273 L78.91656274820873 181.8523448010346 L80.01499962140602 181.77181397790216 L81.11343649460332 181.68078809463583 L82.2118733678006 181.58068313426065 L83.31031024099791 181.47303495792008 L84.4087471141952 181.35947821502268 L85.5071839873925 181.2417234678689 L86.6056208605898 181.1215325394117 L87.70405773378708 181.00069215375888 L88.80249460698437 180.880986012173 L89.90093148018167 180.7641655286846 L90.99936835337897 180.65191953441578 L92.09780522657624 180.54584334338594 L93.19624209977354 180.44740764990343 L94.29467897297084 180.35792779382908 L95.39311584616813 180.27853398064576 L96.49155271936543 180.2101430747466 L97.58998959256272 180.153432593888 L98.68842646576002 180.10881751868254 L99.7868633389573 180.07643049279795 L100.8853002121546 180.05610592788963 L101.98373708535189 180.04736844410536 L103.08217395854918 180.04942597526042 L104.18061083174648 180.06116775144497 L105.27904770494376 180.08116724566202 L106.37748457814106 180.10769004038224 L107.47592145133837 180.1387064402758 L108.57435832453567 180.17190853445837 L109.67279519773295 180.2047313007657 L110.77123207093025 180.23437725072256 L111.86966894412754 180.25784404110826 L112.96810581732483 180.27195442948428 L114.06654269052213 180.27338792873726 L115.16497956371941 180.25871352034054 L116.26341643691671 180.2244228170606 L117.361853310114 180.1669631213268 L118.4602901833113 180.08276990228725 L119.55872705650859 179.968298308386 L120.65716392970587 179.82005343790095 L121.75560080290319 179.63461920131664 L122.85403767610048 179.40868572031815 L123.95247454929778 179.13907531208886 L125.05091142249506 178.82276719820436 L126.14934829569236 178.45692114901541 L127.24778516888965 178.0389003221444 L128.34622204208694 177.56629357386905 L129.44465891528424 177.03693751243856 L130.54309578848154 176.4489385220522 L131.6415326616788 175.800694916282 L132.7399695348761 175.09091928292077 L133.8384064080734 174.31866096294266 L134.93684328127068 173.48332847044355 L136.035280154468 172.5847115153868 L137.13371702766528 171.6230021449209 L138.23215390086258 170.59881438093396 L139.33059077405989 169.51320161040613 L140.42902764725716 168.3676708898572 L141.5274645204545 167.1641932638571 L142.62590139365176 165.90520917693763 L143.72433826684906 164.59362808359234 L144.82277514004636 163.2328214353722 L145.92121201324363 161.82660834829713 L147.01964888644093 160.3792334260179 L148.11808575963823 158.8953364301013 L149.2165226328355 157.3799137414103 L150.31495950603284 155.83827183666182 L151.4133963792301 154.27597330030656 L152.51183325242744 152.69877619106464 L153.6102701256247 151.11256787084716 L154.70870699882198 149.52329466688616 L155.8071438720193 147.93688896203432 L156.90558074521658 146.35919548033263 L158.0040176184139 144.7958986443031 L159.10245449161118 143.2524529185905 L160.20089136480846 141.7340180163 L161.29932823800578 140.24540072802571 L162.39776511120306 138.7910049413428 L163.49620198440033 137.37479115661245 L164.59463885759766 136.00024648310287 L165.69307573079493 134.67036573120373 L166.7915126039922 133.38764381773768 L167.88994947718953 132.1540792904645 L168.9883863503868 130.97118837387808 L170.08682322358413 129.84002856078888 L171.1852600967814 128.7612304409853 L172.28369696997873 127.73503618601643 L173.382133843176 126.76134291041619 L174.48057071637328 125.83974901420322 L175.5790075895706 124.96960158345607 L176.67744446276788 124.15004298520165 L177.7758813359652 123.3800549346178 L178.87431820916248 122.65849852664368 L179.97275508235975 121.98414899680444 L181.07119195555708 121.35572428985813 L182.16962882875436 120.77190685054222 L183.26806570195163 120.23135838732037 L184.36650257514896 119.7327276776028 L185.46493944834623 119.27465176250672 L186.5633763215435 118.85575110488286 L187.66181319474083 118.47461944399478 L188.7602500679381 118.12980916640782 L189.85868694113543 117.81981302307831 L190.9571238143327 117.54304296058694 L192.05556068752998 117.2978067083439 L193.1539975607273 117.08228258669787 L194.25243443392458 116.89449279072157 L195.35087130712185 116.73227518111472 L196.44930818031918 116.59325339947148 L197.54774505351645 116.47480494258502 L198.64618192671372 116.37402670093651 L199.74461879991105 116.28769740932432 L200.84305567310838 116.212236488205 L201.94149254630565 116.14365888348516 L203.03992941950293 116.07752574585045 L204.13836629270025 116.00889112702559 L205.23680316589753 115.93224530284144 L206.3352400390948 115.8414558477847 L207.43367691229213 115.72970816329364 L208.5321137854894 115.58944777722952 L209.63055065868667 115.41232735471603 L210.728987531884 115.1891619572713 L211.82742440508127 114.90989662169504 L212.9258612782786 114.56359076506304 L214.02429815147588 114.13842422040983 L215.12273502467315 113.62172983382901 L216.22117189787048 113.00005747587403 L217.31960877106775 112.25927401157736 L218.41804564426502 111.38470321375492 L219.51648251746235 110.36130878178943 L220.61491939065962 109.17392254063165 L221.7133562638569 107.80751855129027 L222.81179313705422 106.24753228577511 L223.9102300102515 104.48022224049208 L225.00866688344877 102.4930694293848 L226.1071037566461 100.27520817234652 L227.20554062984343 97.8178795471178 L228.3039775030407 95.11489688709857 L229.40241437623797 92.1631108733107 L230.5008512494353 88.96286018151994 L231.59928812263257 85.51839240138945 L232.6977249958299 81.8382391359738 L233.79616186902717 77.93552890065607 L234.89459874222445 73.82822174099616 L235.99303561542177 69.53925042999919 L237.09147248861905 65.0965547145759 L238.18990936181632 60.53299735800849 L239.28834623501365 55.886153639436316 L240.38678310821092 51.197969458985256 L241.4852199814082 46.51428716291275 L242.58365685460552 41.884242520573 L243.6820937278028 37.359540801246396 L244.78053060100007 32.993624439551326 L245.8789674741974 28.840749154848396 L246.97740434739467 24.954989408893255 L248.075841220592 21.38919755700843 L249.17427809378927 18.193943795309167 L250.27271496698654 15.416465878049053 L251.37115184018387 13.099658455531 L252.46958871338114 11.281131685948964 L253.56802558657841 9.992367471598214 L254.66646245977574 9.257999279326782 L255.76489933297307 9.09523809523813 L256.86333620617035 9.513462752279338 L257.9617730793676 10.51398781788339 L259.06020995256495 12.090016635912036 L260.1586468257622 14.226781208156922 L261.2570836989595 16.90186461790475 L262.3555205721568 20.085695886962895 L263.4539574453541 23.742201756181828 L264.55239431855136 27.829595104546513 L265.6508311917487 32.30127576006444 L266.74926806494597 37.106816452806356 L267.8477049381433 42.19300471638962 L268.94614181134057 47.504910708107445 L270.04457868453784 52.98695118742947 L271.14301555773517 58.58392121576941 L272.24145243093244 64.24196741993389 L273.3398893041297 69.90947976164249 L274.43832617732704 75.5378825103833 L275.5367630505243 81.0823093403658 L276.63519992372164 86.5021519687525 L277.73363679691886 91.76147632608013 L278.8320736701162 96.82930471509822 L279.93051054331346 101.67976660398736 L281.0289474165108 106.29212447178247 L282.12738428970806 110.65068436565814 L283.2258211629054 114.74460346226745 L284.3242580361027 118.56760890300019 L285.4226949093 122.1176434830774 L286.5211317824972 125.39645443395719 L287.61956865569454 128.40914159088382 L288.7180055288918 131.16368074671533 L289.81644240208914 133.67043703913612 L290.9148792752864 135.94168189040994 L292.01331614848374 137.99112541066953 L293.111753021681 139.8334743802356 L294.2101898948783 141.48402403149282 L295.30862676807556 142.95828993575236 L296.4070636412729 144.2716844338279 L297.5055005144702 145.43924028687417 L298.6039373876675 146.47538260965987 L299.7023742608648 147.39374871247549 L300.8008111340621 148.2070542392743 L301.89924800725936 148.92700295689127 L302.99768488045663 149.56423672322626 L304.09612175365396 150.12832153407507 L305.19455862685123 150.62776510680797 L306.29299550004856 151.0700611888231 L307.39143237324583 151.46175566218596 L308.48986924644316 151.808529534796 L309.5883061196404 152.11529404454274 L310.6867429928377 152.38629333859632 L311.785179866035 152.62521050851944 L312.8836167392323 152.83527314767696 L313.9820536124296 153.01935503586472 L315.0804904856269 153.1800710335249 L316.1789273588242 153.31986277145904 L317.27736423202145 153.4410732393302 L318.3758011052187 153.54600889573396 L319.47423797841606 153.6369884329842 L320.57267485161333 153.71637782036262 L321.67111172481066 153.786611710457 L322.76954859800793 153.85020171528723 L323.86798547120526 153.90973243420981 L324.96642234440253 153.967846437485 L326.0648592175998 154.02721967277063 L327.16329609079713 154.09052896335976 L328.2617329639944 154.1604134051482 L329.36016983719173 154.23943154449384 L330.458606710389 154.33001623346598 L331.55704358358633 154.4344290163632 L332.65548045678355 154.55471580713456 L333.7539173299809 154.6926654780297 L334.85235420317815 154.84977280287347 L335.9507910763755 155.02720699179147 L337.04922794957275 155.22578682623572 L338.1476648227701 155.44596316185192 L339.24610169596735 155.68780931982238 L340.3445385691646 155.95101964188657 L341.4429754423619 156.23491624657143 L342.5414123155592 156.5384637996327 L343.6398491887565 156.86029190472732 L344.73828606195383 157.19872453435207 L345.8367229351511 157.55181575865532 L346.93515980834843 157.9173908925672 L348.0335966815457 158.29309207084012 L349.132033554743 158.67642717646473 L350.23047042794025 159.06482099049072 L351.3289073011376 159.45566740014868 L352.42734417433485 159.84638149664733 L353.5257810475322 160.23445041323276 L354.6242179207295 160.61748179698233 L355.7226547939268 160.99324887314222 L356.82109166712405 161.3597311472192 L357.9195285403213 161.71514989592652 L359.01796541351865 162.0579977216637 L360.1164022867159 162.3870615843984 L361.21483915991325 162.70143887726206 L362.3132760331105 163.00054627516232 L363.41171290630786 163.28412125621142 L364.51014977950507 163.55221637038582 L365.6085866527024 163.8051865048576 L366.7070235258997 164.04366956689273 L367.805460399097 164.26856116888462 L368.9038972722943 164.4809840516806 L370.0023341454916 164.68225311750544 L371.1007710186889 164.873837058286 L372.19920789188615 165.0573176550471 L373.2976447650834 165.23434788573132 L374.39608163828075 165.40661000930103 L375.494518511478 165.57577479104992 L376.59295538467535 165.74346299632168 L377.6913922578726 165.91121020695903 L378.78982913106995 166.0804359075998 L379.88826600426717 166.25241764943792 L380.9867028774645 166.42827093059105 L382.0851397506618 166.60893523934607 L383.1835766238591 166.79516649507443 L384.2820134970564 166.98753589837818 L385.3804503702537 167.18643497478104 L386.478887243451 167.39208637338362 L387.57732411664824 167.60455977202358 L388.67576098984557 167.82379205225925 L389.77419786304284 168.04961074911304 L390.8726347362402 168.28175965932792 L391.97107160943744 168.51992541403004 L393.0695084826348 168.76376379168147 L394.16794535583205 169.01292456767814 L395.2663822290293 169.26707376839568 L396.3648191022266 169.5259123181411 L397.4632559754239 169.78919023326432 L398.5616928486212 170.05671572236162 L399.6601297218185 170.3283587868135 L400.7585665950158 170.6040491719304 L401.8570034682131 170.8837687845934 L402.95544034141034 171.16753895661077 L404.05387721460767 171.45540318203862 L405.15231408780494 171.74740617985287 L406.25075096100227 172.04357032003054 L407.34918783419954 172.34387059228916 L408.44762470739687 172.6482093854596 L409.54606158059414 172.95639237715426 L410.6444984537914 173.26810680611715 L411.74293532698874 173.58290331426696 L412.841372200186 173.90018240557777 L413.93980907338334 174.21918638077278 L415.0382459465806 174.5389973788119 L416.13668281977795 174.85854189866626 L417.2351196929752 175.17660189957365 L418.3335565661725 175.4918322973179 L419.43199343936976 175.8027844006787 L420.5304303125671 176.1079345782172 L421.62886718576436 176.40571722211467 L422.7273040589617 176.69456089241848 L423.82574093215896 176.97292638934712 L424.9241778053563 177.23934541849945 L426.02261467855357 177.49245848663804 L427.12105155175084 177.73105069430386 L428.2194884249481 177.9540841734826 L429.31792529814544 178.1607260491454 L430.4163621713427 178.35037097594724 L431.51479904454004 178.5226575072589 L432.6132359177373 178.67747778339665 L433.71167279093464 178.81498026909242 L434.81010966413186 178.93556551642203 L435.9085465373292 179.03987516843605 L437.00698341052646 179.12877464127374 L438.1054202837238 179.20333012044838 L439.2038571569211 179.26478067367796 L440.3022940301184 179.31450641325432 L441.4007309033157 179.3539937325466 L442.49916777651293 179.3847986927625 L443.59760464971026 179.40850964830523 L444.69604152290754 179.42671017436226 L445.79447839610486 179.4409433025226 L446.89291526930214 179.45267798409796 L447.99135214249947 179.4632785919926 L449.08978901569674 179.47397814637918 L450.188225888894 179.48585581305042 L451.2866627620913 179.49981908180862 L452.3850996352886 179.51659089073328 L453.4835365084859 179.53670182499354 L454.5819733816832 179.56048738951353 L455.6804102548805 179.5880902357985 L456.7788471280778 179.6194671162123 L457.87728400127503 179.654400244767 L458.97572087447236 179.69251266216972 L460.07415774766963 179.73328713408608 L461.17259462086696 179.77608805464186 L462.27103149406423 179.8201857812963 L463.36946836726156 179.86478279165675 L464.46790524045883 179.90904102705562 L465.5663421136561 179.95210977157478 L466.66477898685343 179.99315340884752 L467.7632158600507 180.03137840289503 L468.86165273324804 180.066058864259 L469.9600896064453 180.09656008971822 L471.05852647964264 180.1223595038999 L472.1569633528399 180.1430644849071 L473.2554002260372 180.15842662414687 L474.35383709923445 180.16835205279676 L475.4522739724318 180.17290756307287 L476.55071084562906 180.1723223601853 L477.6491477188264 180.16698539830014 L478.74758459202366 180.1574383778915 L479.846021465221 180.1443646087668 L480.9444583384182 180.12857406840772 L482.04289521161553 180.11098510432518 L483.1413320848128 180.09260333696986 L484.23976895801013 180.0744984115744 L485.3382058312074 180.0577793187295 L486.43664270440473 180.04356905077353 L487.535079577602 180.03297938137501 L488.63351645079933 180.02708654729247 L489.73195332399655 180.02690857374213 L490.8303901971939 180.03338491897074 L491.92882707039115 180.04735902173044 L493.0272639435885 180.06956422087325 L494.1257008167858 180.10061338383053 L495.2241376899831 180.14099243584238 L496.3225745631804 180.19105783061912 L497.4210114363776 180.2510378521697 L498.51944830957495 180.3210374933495 L499.6178851827722 180.40104652548894 L500.71632205596956 180.49095026086908 L501.8147589291668 180.59054242051602 L502.91319580236416 180.699539457378 L504.01163267556143 180.8175956517157 L505.1100695487587 180.9443182923836 L506.208506421956 181.07928228410586 L507.3069432951533 181.22204357499544 L508.4053801683506 181.3721508773434 L509.5038170415479 181.52915525397714 L510.6022539147452 181.6926172573013 L511.7006907879425 181.8621114329876 L512.7991276611398 182.0372281294065 L513.8975645343371 182.2175726815431 L514.9960014075343 182.40276215886567 L516.0944382807317 182.5924199754962 L517.1928751539289 182.78616875389844 L518.2913120271263 182.98362190686484 L519.3897489003235 183.1843744545607 L520.4881857735207 183.38799362251535 L521.5866226467182 183.5940097724984 L522.6850595199154 183.80190820190484 L523.7834963931126 184.01112231016484 L524.8819332663099 184.22102857507662 L525.9803701395073 184.4309437106695 L527.0788070127046 184.64012429446322 L528.1772438859018 184.8477690592343 L529.2756807590991 185.05302394613958 L530.3741176322965 185.25498991569955 L531.4725545054938 185.45273341396108 L532.570991378691 185.64529929610245 L533.6694282518882 185.83172592146934 L534.7678651250857 186.01106205482566 L535.8663019982829 186.18238514040317 L536.9647388714802 186.3448204597258 L538.0631757446774 186.49756064241416 L539.1616126178749 186.63988497219916 L540.2600494910721 186.77117791884376 L541.3584863642693 186.89094633098188 L542.4569232374666 186.99883474514357 L543.5553601106639 187.09463830228242 L544.6537969838613 187.17831281447422 L545.7522338570585 187.24998159030716 L546.8506707302558 187.30993870664443 L547.9491076034532 187.35864850531885 L549.0475444766504 187.39674119389642 L550.1459813498477 187.42500453746055 L551.2444182230449 187.4443717405506 L552.3428550962424 187.45590573167718 L553.4412919694396 187.46078017368535 L554.5397288426369 187.46025762789122 L555.6381657158341 187.45566539456934 L556.7366025890315 187.44836963330457 L557.8350394622288 187.4397484304991 L558.933476335426 187.4311645249524 L560.0319132086233 187.4239384235458 L561.1303500818207 187.41932263607654 L562.228786955018 187.41847773053627 L563.3272238282152 187.4224508579371 L564.4256607014124 187.43215732053557 L565.5240975746099 187.44836566138403 L566.6225344478071 187.47168663991252 L567.7209713210044 187.502566331905 L568.8194081942016 187.54128345762933 L569.9178450673991 187.5879509043071 L571.0162819405963 187.64252127405177 L572.1147188137935 187.70479616127696 L573.2131556869908 187.77443874946476 L574.3115925601882 187.85098922057682 L575.4100294333855 187.93388239497494 L576.5084663065827 188.02246696818594 L577.6069031797801 188.11602568477525 L578.7053400529774 188.213795789379 L579.8037769261746 188.31498911979364 L580.9022137993719 188.4188112550181 L582.0006506725692 188.52447919936455 L583.0990875457666 188.63123716844956 L584.1975244189638 188.73837013967275 L585.2959612921611 188.84521493393504 L586.3943981653584 188.95116870196526 L587.4928350385557 189.05569479295946 L588.591271911753 189.15832608089326 L589.6897087849502 189.25866591101493 L590.7881456581476 189.35638690255632 L591.8865825313449 189.45122790135053 L592.9850194045422 189.54298941646587 L592.9850194045422 191.0 L591.8865825313449 191.0 L590.7881456581476 191.0 L589.6897087849502 191.0 L588.591271911753 191.0 L587.4928350385557 191.0 L586.3943981653584 191.0 L585.2959612921611 191.0 L584.1975244189638 191.0 L583.0990875457666 191.0 L582.0006506725692 191.0 L580.9022137993719 191.0 L579.8037769261746 191.0 L578.7053400529774 191.0 L577.6069031797801 191.0 L576.5084663065827 191.0 L575.4100294333855 191.0 L574.3115925601882 191.0 L573.2131556869908 191.0 L572.1147188137935 191.0 L571.0162819405963 191.0 L569.9178450673991 191.0 L568.8194081942016 191.0 L567.7209713210044 191.0 L566.6225344478071 191.0 L565.5240975746099 191.0 L564.4256607014124 191.0 L563.3272238282152 191.0 L562.228786955018 191.0 L561.1303500818207 191.0 L560.0319132086233 191.0 L558.933476335426 191.0 L557.8350394622288 191.0 L556.7366025890315 191.0 L555.6381657158341 191.0 L554.5397288426369 191.0 L553.4412919694396 191.0 L552.3428550962424 191.0 L551.2444182230449 191.0 L550.1459813498477 191.0 L549.0475444766504 191.0 L547.9491076034532 191.0 L546.8506707302558 191.0 L545.7522338570585 191.0 L544.6537969838613 191.0 L543.5553601106639 191.0 L542.4569232374666 191.0 L541.3584863642693 191.0 L540.2600494910721 191.0 L539.1616126178749 191.0 L538.0631757446774 191.0 L536.9647388714802 191.0 L535.8663019982829 191.0 L534.7678651250857 191.0 L533.6694282518882 191.0 L532.570991378691 191.0 L531.4725545054938 191.0 L530.3741176322965 191.0 L529.2756807590991 191.0 L528.1772438859018 191.0 L527.0788070127046 191.0 L525.9803701395073 191.0 L524.8819332663099 191.0 L523.7834963931126 191.0 L522.6850595199154 191.0 L521.5866226467182 191.0 L520.4881857735207 191.0 L519.3897489003235 191.0 L518.2913120271263 191.0 L517.1928751539289 191.0 L516.0944382807317 191.0 L514.9960014075343 191.0 L513.8975645343371 191.0 L512.7991276611398 191.0 L511.7006907879425 191.0 L510.6022539147452 191.0 L509.5038170415479 191.0 L508.4053801683506 191.0 L507.3069432951533 191.0 L506.208506421956 191.0 L505.1100695487587 191.0 L504.01163267556143 191.0 L502.91319580236416 191.0 L501.8147589291668 191.0 L500.71632205596956 191.0 L499.6178851827722 191.0 L498.51944830957495 191.0 L497.4210114363776 191.0 L496.3225745631804 191.0 L495.2241376899831 191.0 L494.1257008167858 191.0 L493.0272639435885 191.0 L491.92882707039115 191.0 L490.8303901971939 191.0 L489.73195332399655 191.0 L488.63351645079933 191.0 L487.535079577602 191.0 L486.43664270440473 191.0 L485.3382058312074 191.0 L484.23976895801013 191.0 L483.1413320848128 191.0 L482.04289521161553 191.0 L480.9444583384182 191.0 L479.846021465221 191.0 L478.74758459202366 191.0 L477.6491477188264 191.0 L476.55071084562906 191.0 L475.4522739724318 191.0 L474.35383709923445 191.0 L473.2554002260372 191.0 L472.1569633528399 191.0 L471.05852647964264 191.0 L469.9600896064453 191.0 L468.86165273324804 191.0 L467.7632158600507 191.0 L466.66477898685343 191.0 L465.5663421136561 191.0 L464.46790524045883 191.0 L463.36946836726156 191.0 L462.27103149406423 191.0 L461.17259462086696 191.0 L460.07415774766963 191.0 L458.97572087447236 191.0 L457.87728400127503 191.0 L456.7788471280778 191.0 L455.6804102548805 191.0 L454.5819733816832 191.0 L453.4835365084859 191.0 L452.3850996352886 191.0 L451.2866627620913 191.0 L450.188225888894 191.0 L449.08978901569674 191.0 L447.99135214249947 191.0 L446.89291526930214 191.0 L445.79447839610486 191.0 L444.69604152290754 191.0 L443.59760464971026 191.0 L442.49916777651293 191.0 L441.4007309033157 191.0 L440.3022940301184 191.0 L439.2038571569211 191.0 L438.1054202837238 191.0 L437.00698341052646 191.0 L435.9085465373292 191.0 L434.81010966413186 191.0 L433.71167279093464 191.0 L432.6132359177373 191.0 L431.51479904454004 191.0 L430.4163621713427 191.0 L429.31792529814544 191.0 L428.2194884249481 191.0 L427.12105155175084 191.0 L426.02261467855357 191.0 L424.9241778053563 191.0 L423.82574093215896 191.0 L422.7273040589617 191.0 L421.62886718576436 191.0 L420.5304303125671 191.0 L419.43199343936976 191.0 L418.3335565661725 191.0 L417.2351196929752 191.0 L416.13668281977795 191.0 L415.0382459465806 191.0 L413.93980907338334 191.0 L412.841372200186 191.0 L411.74293532698874 191.0 L410.6444984537914 191.0 L409.54606158059414 191.0 L408.44762470739687 191.0 L407.34918783419954 191.0 L406.25075096100227 191.0 L405.15231408780494 191.0 L404.05387721460767 191.0 L402.95544034141034 191.0 L401.8570034682131 191.0 L400.7585665950158 191.0 L399.6601297218185 191.0 L398.5616928486212 191.0 L397.4632559754239 191.0 L396.3648191022266 191.0 L395.2663822290293 191.0 L394.16794535583205 191.0 L393.0695084826348 191.0 L391.97107160943744 191.0 L390.8726347362402 191.0 L389.77419786304284 191.0 L388.67576098984557 191.0 L387.57732411664824 191.0 L386.478887243451 191.0 L385.3804503702537 191.0 L384.2820134970564 191.0 L383.1835766238591 191.0 L382.0851397506618 191.0 L380.9867028774645 191.0 L379.88826600426717 191.0 L378.78982913106995 191.0 L377.6913922578726 191.0 L376.59295538467535 191.0 L375.494518511478 191.0 L374.39608163828075 191.0 L373.2976447650834 191.0 L372.19920789188615 191.0 L371.1007710186889 191.0 L370.0023341454916 191.0 L368.9038972722943 191.0 L367.805460399097 191.0 L366.7070235258997 191.0 L365.6085866527024 191.0 L364.51014977950507 191.0 L363.41171290630786 191.0 L362.3132760331105 191.0 L361.21483915991325 191.0 L360.1164022867159 191.0 L359.01796541351865 191.0 L357.9195285403213 191.0 L356.82109166712405 191.0 L355.7226547939268 191.0 L354.6242179207295 191.0 L353.5257810475322 191.0 L352.42734417433485 191.0 L351.3289073011376 191.0 L350.23047042794025 191.0 L349.132033554743 191.0 L348.0335966815457 191.0 L346.93515980834843 191.0 L345.8367229351511 191.0 L344.73828606195383 191.0 L343.6398491887565 191.0 L342.5414123155592 191.0 L341.4429754423619 191.0 L340.3445385691646 191.0 L339.24610169596735 191.0 L338.1476648227701 191.0 L337.04922794957275 191.0 L335.9507910763755 191.0 L334.85235420317815 191.0 L333.7539173299809 191.0 L332.65548045678355 191.0 L331.55704358358633 191.0 L330.458606710389 191.0 L329.36016983719173 191.0 L328.2617329639944 191.0 L327.16329609079713 191.0 L326.0648592175998 191.0 L324.96642234440253 191.0 L323.86798547120526 191.0 L322.76954859800793 191.0 L321.67111172481066 191.0 L320.57267485161333 191.0 L319.47423797841606 191.0 L318.3758011052187 191.0 L317.27736423202145 191.0 L316.1789273588242 191.0 L315.0804904856269 191.0 L313.9820536124296 191.0 L312.8836167392323 191.0 L311.785179866035 191.0 L310.6867429928377 191.0 L309.5883061196404 191.0 L308.48986924644316 191.0 L307.39143237324583 191.0 L306.29299550004856 191.0 L305.19455862685123 191.0 L304.09612175365396 191.0 L302.99768488045663 191.0 L301.89924800725936 191.0 L300.8008111340621 191.0 L299.7023742608648 191.0 L298.6039373876675 191.0 L297.5055005144702 191.0 L296.4070636412729 191.0 L295.30862676807556 191.0 L294.2101898948783 191.0 L293.111753021681 191.0 L292.01331614848374 191.0 L290.9148792752864 191.0 L289.81644240208914 191.0 L288.7180055288918 191.0 L287.61956865569454 191.0 L286.5211317824972 191.0 L285.4226949093 191.0 L284.3242580361027 191.0 L283.2258211629054 191.0 L282.12738428970806 191.0 L281.0289474165108 191.0 L279.93051054331346 191.0 L278.8320736701162 191.0 L277.73363679691886 191.0 L276.63519992372164 191.0 L275.5367630505243 191.0 L274.43832617732704 191.0 L273.3398893041297 191.0 L272.24145243093244 191.0 L271.14301555773517 191.0 L270.04457868453784 191.0 L268.94614181134057 191.0 L267.8477049381433 191.0 L266.74926806494597 191.0 L265.6508311917487 191.0 L264.55239431855136 191.0 L263.4539574453541 191.0 L262.3555205721568 191.0 L261.2570836989595 191.0 L260.1586468257622 191.0 L259.06020995256495 191.0 L257.9617730793676 191.0 L256.86333620617035 191.0 L255.76489933297307 191.0 L254.66646245977574 191.0 L253.56802558657841 191.0 L252.46958871338114 191.0 L251.37115184018387 191.0 L250.27271496698654 191.0 L249.17427809378927 191.0 L248.075841220592 191.0 L246.97740434739467 191.0 L245.8789674741974 191.0 L244.78053060100007 191.0 L243.6820937278028 191.0 L242.58365685460552 191.0 L241.4852199814082 191.0 L240.38678310821092 191.0 L239.28834623501365 191.0 L238.18990936181632 191.0 L237.09147248861905 191.0 L235.99303561542177 191.0 L234.89459874222445 191.0 L233.79616186902717 191.0 L232.6977249958299 191.0 L231.59928812263257 191.0 L230.5008512494353 191.0 L229.40241437623797 191.0 L228.3039775030407 191.0 L227.20554062984343 191.0 L226.1071037566461 191.0 L225.00866688344877 191.0 L223.9102300102515 191.0 L222.81179313705422 191.0 L221.7133562638569 191.0 L220.61491939065962 191.0 L219.51648251746235 191.0 L218.41804564426502 191.0 L217.31960877106775 191.0 L216.22117189787048 191.0 L215.12273502467315 191.0 L214.02429815147588 191.0 L212.9258612782786 191.0 L211.82742440508127 191.0 L210.728987531884 191.0 L209.63055065868667 191.0 L208.5321137854894 191.0 L207.43367691229213 191.0 L206.3352400390948 191.0 L205.23680316589753 191.0 L204.13836629270025 191.0 L203.03992941950293 191.0 L201.94149254630565 191.0 L200.84305567310838 191.0 L199.74461879991105 191.0 L198.64618192671372 191.0 L197.54774505351645 191.0 L196.44930818031918 191.0 L195.35087130712185 191.0 L194.25243443392458 191.0 L193.1539975607273 191.0 L192.05556068752998 191.0 L190.9571238143327 191.0 L189.85868694113543 191.0 L188.7602500679381 191.0 L187.66181319474083 191.0 L186.5633763215435 191.0 L185.46493944834623 191.0 L184.36650257514896 191.0 L183.26806570195163 191.0 L182.16962882875436 191.0 L181.07119195555708 191.0 L179.97275508235975 191.0 L178.87431820916248 191.0 L177.7758813359652 191.0 L176.67744446276788 191.0 L175.5790075895706 191.0 L174.48057071637328 191.0 L173.382133843176 191.0 L172.28369696997873 191.0 L171.1852600967814 191.0 L170.08682322358413 191.0 L168.9883863503868 191.0 L167.88994947718953 191.0 L166.7915126039922 191.0 L165.69307573079493 191.0 L164.59463885759766 191.0 L163.49620198440033 191.0 L162.39776511120306 191.0 L161.29932823800578 191.0 L160.20089136480846 191.0 L159.10245449161118 191.0 L158.0040176184139 191.0 L156.90558074521658 191.0 L155.8071438720193 191.0 L154.70870699882198 191.0 L153.6102701256247 191.0 L152.51183325242744 191.0 L151.4133963792301 191.0 L150.31495950603284 191.0 L149.2165226328355 191.0 L148.11808575963823 191.0 L147.01964888644093 191.0 L145.92121201324363 191.0 L144.82277514004636 191.0 L143.72433826684906 191.0 L142.62590139365176 191.0 L141.5274645204545 191.0 L140.42902764725716 191.0 L139.33059077405989 191.0 L138.23215390086258 191.0 L137.13371702766528 191.0 L136.035280154468 191.0 L134.93684328127068 191.0 L133.8384064080734 191.0 L132.7399695348761 191.0 L131.6415326616788 191.0 L130.54309578848154 191.0 L129.44465891528424 191.0 L128.34622204208694 191.0 L127.24778516888965 191.0 L126.14934829569236 191.0 L125.05091142249506 191.0 L123.95247454929778 191.0 L122.85403767610048 191.0 L121.75560080290319 191.0 L120.65716392970587 191.0 L119.55872705650859 191.0 L118.4602901833113 191.0 L117.361853310114 191.0 L116.26341643691671 191.0 L115.16497956371941 191.0 L114.06654269052213 191.0 L112.96810581732483 191.0 L111.86966894412754 191.0 L110.77123207093025 191.0 L109.67279519773295 191.0 L108.57435832453567 191.0 L107.47592145133837 191.0 L106.37748457814106 191.0 L105.27904770494376 191.0 L104.18061083174648 191.0 L103.08217395854918 191.0 L101.98373708535189 191.0 L100.8853002121546 191.0 L99.7868633389573 191.0 L98.68842646576002 191.0 L97.58998959256272 191.0 L96.49155271936543 191.0 L95.39311584616813 191.0 L94.29467897297084 191.0 L93.19624209977354 191.0 L92.09780522657624 191.0 L90.99936835337897 191.0 L89.90093148018167 191.0 L88.80249460698437 191.0 L87.70405773378708 191.0 L86.6056208605898 191.0 L85.5071839873925 191.0 L84.4087471141952 191.0 L83.31031024099791 191.0 L82.2118733678006 191.0 L81.11343649460332 191.0 L80.01499962140602 191.0 L78.91656274820873 191.0 L77.81812587501145 191.0 L76.71968900181415 191.0 L75.62125212861685 191.0 L74.52281525541954 191.0 L73.42437838222226 191.0 L72.32594150902497 191.0 L71.22750463582767 191.0 L70.12906776263038 191.0 L69.03063088943308 191.0 L67.9321940162358 191.0 L66.8337571430385 191.0 L65.7353202698412 191.0 L64.63688339664391 191.0 L63.538446523446616 191.0 L62.44000965024932 191.0 L61.34157277705202 191.0 L60.243135903854736 191.0 L59.144699030657435 191.0 L58.04626215746015 191.0 L56.94782528426285 191.0 L55.849388411065554 191.0 L54.75095153786826 191.0 L53.652514664670974 191.0 L52.554077791473674 191.0 L51.45564091827639 191.0 L50.35720404507909 191.0 L49.25876717188179 191.0 L48.1603302986845 191.0 L47.061893425487206 191.0 L45.96345655228991 191.0 L44.86501967909262 191.0 L43.766582805895325 191.0 L42.66814593269803 191.0 L41.56970905950074 191.0 L40.471272186303445 191.0 L39.37283531310615 191.0 L38.27439843990886 191.0 L37.175961566711564 191.0 L36.07752469351427 191.0 L34.97908782031698 191.0 L33.88065094711968 191.0 L32.78221407392239 191.0 L31.683777200725096 191.0 Z\" fill=\"rgb(163,153,153)\" stroke-width=\"1.0\" fill-opacity=\"0.2980392156862745\">\n",
       "                </path>\n",
       "              </g>\n",
       "              <g>\n",
       "                <path d=\"M31.683777200725096 183.18538870328055 L31.683777200725096 183.18538870328055 L32.78221407392239 182.82798864449765 L33.88065094711968 182.48450933227323 L34.97908782031698 182.1575843813256 L36.07752469351427 181.84968704096227 L37.175961566711564 181.56308539679347 L38.27439843990886 181.29980078708024 L39.37283531310615 181.06157050696768 L40.471272186303445 180.8498157681056 L41.56970905950074 180.66561574220833 L42.66814593269803 180.50968834973307 L43.766582805895325 180.3823782650945 L44.86501967909262 180.28365240469054 L45.96345655228991 180.21310295119153 L47.061893425487206 180.16995775505197 L48.1603302986845 180.15309775002768 L49.25876717188179 180.16108083119113 L50.35720404507909 180.1921714783626 L51.45564091827639 180.24437527077998 L52.554077791473674 180.31547733466314 L53.652514664670974 180.40308369705667 L54.75095153786826 180.50466448828442 L55.849388411065554 180.61759794123742 L56.94782528426285 180.73921417664383 L58.04626215746015 180.86683783608984 L59.144699030657435 180.9978287242534 L60.243135903854736 181.1296197429472 L61.34157277705202 181.25975153580336 L62.44000965024932 181.3859034070326 L63.538446523446616 181.50592022387914 L64.63688339664391 181.6178351536564 L65.7353202698412 181.71988821667435 L66.8337571430385 181.81054075088588 L67.9321940162358 181.88848597869412 L69.03063088943308 181.95265593832136 L70.12906776263038 182.002225090003 L71.22750463582767 182.03661093096025 L72.32594150902497 182.0554719538463 L73.42437838222226 182.05870326357726 L74.52281525541954 182.046430130594 L75.62125212861685 182.0189997089243 L76.71968900181415 181.97697108973 L77.81812587501145 181.9211038004273 L78.91656274820873 181.8523448010346 L80.01499962140602 181.77181397790216 L81.11343649460332 181.68078809463583 L82.2118733678006 181.58068313426065 L83.31031024099791 181.47303495792008 L84.4087471141952 181.35947821502268 L85.5071839873925 181.2417234678689 L86.6056208605898 181.1215325394117 L87.70405773378708 181.00069215375888 L88.80249460698437 180.880986012173 L89.90093148018167 180.7641655286846 L90.99936835337897 180.65191953441578 L92.09780522657624 180.54584334338594 L93.19624209977354 180.44740764990343 L94.29467897297084 180.35792779382908 L95.39311584616813 180.27853398064576 L96.49155271936543 180.2101430747466 L97.58998959256272 180.153432593888 L98.68842646576002 180.10881751868254 L99.7868633389573 180.07643049279795 L100.8853002121546 180.05610592788963 L101.98373708535189 180.04736844410536 L103.08217395854918 180.04942597526042 L104.18061083174648 180.06116775144497 L105.27904770494376 180.08116724566202 L106.37748457814106 180.10769004038224 L107.47592145133837 180.1387064402758 L108.57435832453567 180.17190853445837 L109.67279519773295 180.2047313007657 L110.77123207093025 180.23437725072256 L111.86966894412754 180.25784404110826 L112.96810581732483 180.27195442948428 L114.06654269052213 180.27338792873726 L115.16497956371941 180.25871352034054 L116.26341643691671 180.2244228170606 L117.361853310114 180.1669631213268 L118.4602901833113 180.08276990228725 L119.55872705650859 179.968298308386 L120.65716392970587 179.82005343790095 L121.75560080290319 179.63461920131664 L122.85403767610048 179.40868572031815 L123.95247454929778 179.13907531208886 L125.05091142249506 178.82276719820436 L126.14934829569236 178.45692114901541 L127.24778516888965 178.0389003221444 L128.34622204208694 177.56629357386905 L129.44465891528424 177.03693751243856 L130.54309578848154 176.4489385220522 L131.6415326616788 175.800694916282 L132.7399695348761 175.09091928292077 L133.8384064080734 174.31866096294266 L134.93684328127068 173.48332847044355 L136.035280154468 172.5847115153868 L137.13371702766528 171.6230021449209 L138.23215390086258 170.59881438093396 L139.33059077405989 169.51320161040613 L140.42902764725716 168.3676708898572 L141.5274645204545 167.1641932638571 L142.62590139365176 165.90520917693763 L143.72433826684906 164.59362808359234 L144.82277514004636 163.2328214353722 L145.92121201324363 161.82660834829713 L147.01964888644093 160.3792334260179 L148.11808575963823 158.8953364301013 L149.2165226328355 157.3799137414103 L150.31495950603284 155.83827183666182 L151.4133963792301 154.27597330030656 L152.51183325242744 152.69877619106464 L153.6102701256247 151.11256787084716 L154.70870699882198 149.52329466688616 L155.8071438720193 147.93688896203432 L156.90558074521658 146.35919548033263 L158.0040176184139 144.7958986443031 L159.10245449161118 143.2524529185905 L160.20089136480846 141.7340180163 L161.29932823800578 140.24540072802571 L162.39776511120306 138.7910049413428 L163.49620198440033 137.37479115661245 L164.59463885759766 136.00024648310287 L165.69307573079493 134.67036573120373 L166.7915126039922 133.38764381773768 L167.88994947718953 132.1540792904645 L168.9883863503868 130.97118837387808 L170.08682322358413 129.84002856078888 L171.1852600967814 128.7612304409853 L172.28369696997873 127.73503618601643 L173.382133843176 126.76134291041619 L174.48057071637328 125.83974901420322 L175.5790075895706 124.96960158345607 L176.67744446276788 124.15004298520165 L177.7758813359652 123.3800549346178 L178.87431820916248 122.65849852664368 L179.97275508235975 121.98414899680444 L181.07119195555708 121.35572428985813 L182.16962882875436 120.77190685054222 L183.26806570195163 120.23135838732037 L184.36650257514896 119.7327276776028 L185.46493944834623 119.27465176250672 L186.5633763215435 118.85575110488286 L187.66181319474083 118.47461944399478 L188.7602500679381 118.12980916640782 L189.85868694113543 117.81981302307831 L190.9571238143327 117.54304296058694 L192.05556068752998 117.2978067083439 L193.1539975607273 117.08228258669787 L194.25243443392458 116.89449279072157 L195.35087130712185 116.73227518111472 L196.44930818031918 116.59325339947148 L197.54774505351645 116.47480494258502 L198.64618192671372 116.37402670093651 L199.74461879991105 116.28769740932432 L200.84305567310838 116.212236488205 L201.94149254630565 116.14365888348516 L203.03992941950293 116.07752574585045 L204.13836629270025 116.00889112702559 L205.23680316589753 115.93224530284144 L206.3352400390948 115.8414558477847 L207.43367691229213 115.72970816329364 L208.5321137854894 115.58944777722952 L209.63055065868667 115.41232735471603 L210.728987531884 115.1891619572713 L211.82742440508127 114.90989662169504 L212.9258612782786 114.56359076506304 L214.02429815147588 114.13842422040983 L215.12273502467315 113.62172983382901 L216.22117189787048 113.00005747587403 L217.31960877106775 112.25927401157736 L218.41804564426502 111.38470321375492 L219.51648251746235 110.36130878178943 L220.61491939065962 109.17392254063165 L221.7133562638569 107.80751855129027 L222.81179313705422 106.24753228577511 L223.9102300102515 104.48022224049208 L225.00866688344877 102.4930694293848 L226.1071037566461 100.27520817234652 L227.20554062984343 97.8178795471178 L228.3039775030407 95.11489688709857 L229.40241437623797 92.1631108733107 L230.5008512494353 88.96286018151994 L231.59928812263257 85.51839240138945 L232.6977249958299 81.8382391359738 L233.79616186902717 77.93552890065607 L234.89459874222445 73.82822174099616 L235.99303561542177 69.53925042999919 L237.09147248861905 65.0965547145759 L238.18990936181632 60.53299735800849 L239.28834623501365 55.886153639436316 L240.38678310821092 51.197969458985256 L241.4852199814082 46.51428716291275 L242.58365685460552 41.884242520573 L243.6820937278028 37.359540801246396 L244.78053060100007 32.993624439551326 L245.8789674741974 28.840749154848396 L246.97740434739467 24.954989408893255 L248.075841220592 21.38919755700843 L249.17427809378927 18.193943795309167 L250.27271496698654 15.416465878049053 L251.37115184018387 13.099658455531 L252.46958871338114 11.281131685948964 L253.56802558657841 9.992367471598214 L254.66646245977574 9.257999279326782 L255.76489933297307 9.09523809523813 L256.86333620617035 9.513462752279338 L257.9617730793676 10.51398781788339 L259.06020995256495 12.090016635912036 L260.1586468257622 14.226781208156922 L261.2570836989595 16.90186461790475 L262.3555205721568 20.085695886962895 L263.4539574453541 23.742201756181828 L264.55239431855136 27.829595104546513 L265.6508311917487 32.30127576006444 L266.74926806494597 37.106816452806356 L267.8477049381433 42.19300471638962 L268.94614181134057 47.504910708107445 L270.04457868453784 52.98695118742947 L271.14301555773517 58.58392121576941 L272.24145243093244 64.24196741993389 L273.3398893041297 69.90947976164249 L274.43832617732704 75.5378825103833 L275.5367630505243 81.0823093403658 L276.63519992372164 86.5021519687525 L277.73363679691886 91.76147632608013 L278.8320736701162 96.82930471509822 L279.93051054331346 101.67976660398736 L281.0289474165108 106.29212447178247 L282.12738428970806 110.65068436565814 L283.2258211629054 114.74460346226745 L284.3242580361027 118.56760890300019 L285.4226949093 122.1176434830774 L286.5211317824972 125.39645443395719 L287.61956865569454 128.40914159088382 L288.7180055288918 131.16368074671533 L289.81644240208914 133.67043703913612 L290.9148792752864 135.94168189040994 L292.01331614848374 137.99112541066953 L293.111753021681 139.8334743802356 L294.2101898948783 141.48402403149282 L295.30862676807556 142.95828993575236 L296.4070636412729 144.2716844338279 L297.5055005144702 145.43924028687417 L298.6039373876675 146.47538260965987 L299.7023742608648 147.39374871247549 L300.8008111340621 148.2070542392743 L301.89924800725936 148.92700295689127 L302.99768488045663 149.56423672322626 L304.09612175365396 150.12832153407507 L305.19455862685123 150.62776510680797 L306.29299550004856 151.0700611888231 L307.39143237324583 151.46175566218596 L308.48986924644316 151.808529534796 L309.5883061196404 152.11529404454274 L310.6867429928377 152.38629333859632 L311.785179866035 152.62521050851944 L312.8836167392323 152.83527314767696 L313.9820536124296 153.01935503586472 L315.0804904856269 153.1800710335249 L316.1789273588242 153.31986277145904 L317.27736423202145 153.4410732393302 L318.3758011052187 153.54600889573396 L319.47423797841606 153.6369884329842 L320.57267485161333 153.71637782036262 L321.67111172481066 153.786611710457 L322.76954859800793 153.85020171528723 L323.86798547120526 153.90973243420981 L324.96642234440253 153.967846437485 L326.0648592175998 154.02721967277063 L327.16329609079713 154.09052896335976 L328.2617329639944 154.1604134051482 L329.36016983719173 154.23943154449384 L330.458606710389 154.33001623346598 L331.55704358358633 154.4344290163632 L332.65548045678355 154.55471580713456 L333.7539173299809 154.6926654780297 L334.85235420317815 154.84977280287347 L335.9507910763755 155.02720699179147 L337.04922794957275 155.22578682623572 L338.1476648227701 155.44596316185192 L339.24610169596735 155.68780931982238 L340.3445385691646 155.95101964188657 L341.4429754423619 156.23491624657143 L342.5414123155592 156.5384637996327 L343.6398491887565 156.86029190472732 L344.73828606195383 157.19872453435207 L345.8367229351511 157.55181575865532 L346.93515980834843 157.9173908925672 L348.0335966815457 158.29309207084012 L349.132033554743 158.67642717646473 L350.23047042794025 159.06482099049072 L351.3289073011376 159.45566740014868 L352.42734417433485 159.84638149664733 L353.5257810475322 160.23445041323276 L354.6242179207295 160.61748179698233 L355.7226547939268 160.99324887314222 L356.82109166712405 161.3597311472192 L357.9195285403213 161.71514989592652 L359.01796541351865 162.0579977216637 L360.1164022867159 162.3870615843984 L361.21483915991325 162.70143887726206 L362.3132760331105 163.00054627516232 L363.41171290630786 163.28412125621142 L364.51014977950507 163.55221637038582 L365.6085866527024 163.8051865048576 L366.7070235258997 164.04366956689273 L367.805460399097 164.26856116888462 L368.9038972722943 164.4809840516806 L370.0023341454916 164.68225311750544 L371.1007710186889 164.873837058286 L372.19920789188615 165.0573176550471 L373.2976447650834 165.23434788573132 L374.39608163828075 165.40661000930103 L375.494518511478 165.57577479104992 L376.59295538467535 165.74346299632168 L377.6913922578726 165.91121020695903 L378.78982913106995 166.0804359075998 L379.88826600426717 166.25241764943792 L380.9867028774645 166.42827093059105 L382.0851397506618 166.60893523934607 L383.1835766238591 166.79516649507443 L384.2820134970564 166.98753589837818 L385.3804503702537 167.18643497478104 L386.478887243451 167.39208637338362 L387.57732411664824 167.60455977202358 L388.67576098984557 167.82379205225925 L389.77419786304284 168.04961074911304 L390.8726347362402 168.28175965932792 L391.97107160943744 168.51992541403004 L393.0695084826348 168.76376379168147 L394.16794535583205 169.01292456767814 L395.2663822290293 169.26707376839568 L396.3648191022266 169.5259123181411 L397.4632559754239 169.78919023326432 L398.5616928486212 170.05671572236162 L399.6601297218185 170.3283587868135 L400.7585665950158 170.6040491719304 L401.8570034682131 170.8837687845934 L402.95544034141034 171.16753895661077 L404.05387721460767 171.45540318203862 L405.15231408780494 171.74740617985287 L406.25075096100227 172.04357032003054 L407.34918783419954 172.34387059228916 L408.44762470739687 172.6482093854596 L409.54606158059414 172.95639237715426 L410.6444984537914 173.26810680611715 L411.74293532698874 173.58290331426696 L412.841372200186 173.90018240557777 L413.93980907338334 174.21918638077278 L415.0382459465806 174.5389973788119 L416.13668281977795 174.85854189866626 L417.2351196929752 175.17660189957365 L418.3335565661725 175.4918322973179 L419.43199343936976 175.8027844006787 L420.5304303125671 176.1079345782172 L421.62886718576436 176.40571722211467 L422.7273040589617 176.69456089241848 L423.82574093215896 176.97292638934712 L424.9241778053563 177.23934541849945 L426.02261467855357 177.49245848663804 L427.12105155175084 177.73105069430386 L428.2194884249481 177.9540841734826 L429.31792529814544 178.1607260491454 L430.4163621713427 178.35037097594724 L431.51479904454004 178.5226575072589 L432.6132359177373 178.67747778339665 L433.71167279093464 178.81498026909242 L434.81010966413186 178.93556551642203 L435.9085465373292 179.03987516843605 L437.00698341052646 179.12877464127374 L438.1054202837238 179.20333012044838 L439.2038571569211 179.26478067367796 L440.3022940301184 179.31450641325432 L441.4007309033157 179.3539937325466 L442.49916777651293 179.3847986927625 L443.59760464971026 179.40850964830523 L444.69604152290754 179.42671017436226 L445.79447839610486 179.4409433025226 L446.89291526930214 179.45267798409796 L447.99135214249947 179.4632785919926 L449.08978901569674 179.47397814637918 L450.188225888894 179.48585581305042 L451.2866627620913 179.49981908180862 L452.3850996352886 179.51659089073328 L453.4835365084859 179.53670182499354 L454.5819733816832 179.56048738951353 L455.6804102548805 179.5880902357985 L456.7788471280778 179.6194671162123 L457.87728400127503 179.654400244767 L458.97572087447236 179.69251266216972 L460.07415774766963 179.73328713408608 L461.17259462086696 179.77608805464186 L462.27103149406423 179.8201857812963 L463.36946836726156 179.86478279165675 L464.46790524045883 179.90904102705562 L465.5663421136561 179.95210977157478 L466.66477898685343 179.99315340884752 L467.7632158600507 180.03137840289503 L468.86165273324804 180.066058864259 L469.9600896064453 180.09656008971822 L471.05852647964264 180.1223595038999 L472.1569633528399 180.1430644849071 L473.2554002260372 180.15842662414687 L474.35383709923445 180.16835205279676 L475.4522739724318 180.17290756307287 L476.55071084562906 180.1723223601853 L477.6491477188264 180.16698539830014 L478.74758459202366 180.1574383778915 L479.846021465221 180.1443646087668 L480.9444583384182 180.12857406840772 L482.04289521161553 180.11098510432518 L483.1413320848128 180.09260333696986 L484.23976895801013 180.0744984115744 L485.3382058312074 180.0577793187295 L486.43664270440473 180.04356905077353 L487.535079577602 180.03297938137501 L488.63351645079933 180.02708654729247 L489.73195332399655 180.02690857374213 L490.8303901971939 180.03338491897074 L491.92882707039115 180.04735902173044 L493.0272639435885 180.06956422087325 L494.1257008167858 180.10061338383053 L495.2241376899831 180.14099243584238 L496.3225745631804 180.19105783061912 L497.4210114363776 180.2510378521697 L498.51944830957495 180.3210374933495 L499.6178851827722 180.40104652548894 L500.71632205596956 180.49095026086908 L501.8147589291668 180.59054242051602 L502.91319580236416 180.699539457378 L504.01163267556143 180.8175956517157 L505.1100695487587 180.9443182923836 L506.208506421956 181.07928228410586 L507.3069432951533 181.22204357499544 L508.4053801683506 181.3721508773434 L509.5038170415479 181.52915525397714 L510.6022539147452 181.6926172573013 L511.7006907879425 181.8621114329876 L512.7991276611398 182.0372281294065 L513.8975645343371 182.2175726815431 L514.9960014075343 182.40276215886567 L516.0944382807317 182.5924199754962 L517.1928751539289 182.78616875389844 L518.2913120271263 182.98362190686484 L519.3897489003235 183.1843744545607 L520.4881857735207 183.38799362251535 L521.5866226467182 183.5940097724984 L522.6850595199154 183.80190820190484 L523.7834963931126 184.01112231016484 L524.8819332663099 184.22102857507662 L525.9803701395073 184.4309437106695 L527.0788070127046 184.64012429446322 L528.1772438859018 184.8477690592343 L529.2756807590991 185.05302394613958 L530.3741176322965 185.25498991569955 L531.4725545054938 185.45273341396108 L532.570991378691 185.64529929610245 L533.6694282518882 185.83172592146934 L534.7678651250857 186.01106205482566 L535.8663019982829 186.18238514040317 L536.9647388714802 186.3448204597258 L538.0631757446774 186.49756064241416 L539.1616126178749 186.63988497219916 L540.2600494910721 186.77117791884376 L541.3584863642693 186.89094633098188 L542.4569232374666 186.99883474514357 L543.5553601106639 187.09463830228242 L544.6537969838613 187.17831281447422 L545.7522338570585 187.24998159030716 L546.8506707302558 187.30993870664443 L547.9491076034532 187.35864850531885 L549.0475444766504 187.39674119389642 L550.1459813498477 187.42500453746055 L551.2444182230449 187.4443717405506 L552.3428550962424 187.45590573167718 L553.4412919694396 187.46078017368535 L554.5397288426369 187.46025762789122 L555.6381657158341 187.45566539456934 L556.7366025890315 187.44836963330457 L557.8350394622288 187.4397484304991 L558.933476335426 187.4311645249524 L560.0319132086233 187.4239384235458 L561.1303500818207 187.41932263607654 L562.228786955018 187.41847773053627 L563.3272238282152 187.4224508579371 L564.4256607014124 187.43215732053557 L565.5240975746099 187.44836566138403 L566.6225344478071 187.47168663991252 L567.7209713210044 187.502566331905 L568.8194081942016 187.54128345762933 L569.9178450673991 187.5879509043071 L571.0162819405963 187.64252127405177 L572.1147188137935 187.70479616127696 L573.2131556869908 187.77443874946476 L574.3115925601882 187.85098922057682 L575.4100294333855 187.93388239497494 L576.5084663065827 188.02246696818594 L577.6069031797801 188.11602568477525 L578.7053400529774 188.213795789379 L579.8037769261746 188.31498911979364 L580.9022137993719 188.4188112550181 L582.0006506725692 188.52447919936455 L583.0990875457666 188.63123716844956 L584.1975244189638 188.73837013967275 L585.2959612921611 188.84521493393504 L586.3943981653584 188.95116870196526 L587.4928350385557 189.05569479295946 L588.591271911753 189.15832608089326 L589.6897087849502 189.25866591101493 L590.7881456581476 189.35638690255632 L591.8865825313449 189.45122790135053 L592.9850194045422 189.54298941646587 \" fill=\"none\" stroke-width=\"1.6500000000000001\" stroke=\"rgb(76,76,76)\" stroke-opacity=\"1.0\">\n",
       "                </path>\n",
       "              </g>\n",
       "              <g>\n",
       "                <path d=\"M30.414373427362694 170.55500073272225 L30.414373427362694 170.55500073272225 L31.604759862875913 169.92078837087956 L32.79514629838913 169.3136041665635 L33.985532733902346 168.73611896441753 L35.175919169415565 168.19079870079878 L36.36630560492878 167.67988146561194 L37.556692040441995 167.20535762430276 L38.74707847595521 166.76895326831587 L39.93746491146843 166.37211719603553 L41.12785134698165 166.01601155684622 L42.31823778249486 165.70150622025545 L43.50862421800808 165.42917686177447 L44.6990106535213 165.19930668913787 L45.88939708903452 165.01189166803292 L47.079783524547736 164.86664904721587 L48.270169960060954 164.7630289299061 L49.460556395574166 164.70022859266126 L50.650942831087384 164.67720921526995 L51.8413292666006 164.69271465603563 L53.031715702113814 164.74529188639985 L54.22210213762703 164.83331268714076 L55.41248857314025 164.95499620517205 L56.60287500865347 165.10843197480494 L57.79326144416669 165.29160301965157 L58.9836478796799 165.50240867038914 L60.17403431519312 165.73868675856045 L61.36442075070634 165.9982348765438 L62.55480718621955 166.27883042786831 L63.74519362173277 166.57824922923493 L64.93558005724599 166.89428246500648 L66.1259664927592 167.22475183569227 L67.31635292827241 167.56752278322796 L68.50673936378564 167.92051571690848 L69.69712579929885 168.2817152039628 L70.88751223481206 168.64917712737918 L72.07789867032528 169.02103385013407 L73.26828510583852 169.3954974590154 L74.45867154135172 169.7708611923205 L75.64905797686494 170.14549918355013 L76.83944441237816 170.51786467748875 L78.02983084789138 170.88648689556 L79.2202172834046 171.249966743852 L80.4106037189178 171.60697156960865 L81.60099015443103 171.9562291801831 L82.79137658994424 172.2965213424014 L83.98176302545745 172.6266769800101 L85.17214946097067 172.9455652824774 L86.36253589648389 173.252088929982 L87.55292233199711 173.54517762722801 L88.74330876751031 173.8237821229881 L89.93369520302355 174.0868688734167 L91.12408163853677 174.33341548557163 L92.31446807404998 174.56240705375208 L93.5048545095632 174.77283347575425 L94.6952409450764 174.96368780955387 L95.88562738058964 175.13396570387164 L97.07601381610284 175.28266590923602 L98.26640025161606 175.40879185013526 L99.45678668712928 175.51135421428677 L100.6471731226425 175.58937449252812 L101.83755955815573 175.6418893828331 L103.02794599366894 175.66795595494187 L104.21833242918215 175.66665745838168 L105.40871886469537 175.63710964645438 L106.59910530020859 175.57846748222158 L107.7894917357218 175.489932089578 L108.97987817123503 175.370757813043 L110.17026460674823 175.2202592537033 L111.36065104226145 175.03781815540106 L112.55103747777467 174.82289002441584 L113.74142391328789 174.57501037697727 L114.93181034880111 174.29380052147815 L116.12219678431433 173.9789727956245 L117.31258321982754 173.6303351924433 L118.50296965534076 173.24779532252867 L119.69335609085398 172.8313636726435 L120.88374252636719 172.3811561324622 L122.07412896188042 171.89739577146895 L123.26451539739362 171.38041385664584 L124.45490183290684 170.83065010847744 L125.64528826842006 170.24865219799796 L126.83567470393328 169.63507449120576 L128.02606113944648 168.99067604942567 L129.21644757495972 168.31631789540975 L130.40683401047292 167.61295955549645 L131.59722044598615 166.8816548884747 L132.78760688149936 166.12354721230977 L133.9779933170126 165.3398637410981 L135.1683797525258 164.53190934690153 L136.358766188039 163.70105966485664 L137.54915262355223 162.84875356544413 L138.73953905906546 161.97648502522293 L139.92992549457867 161.08579443674998 L141.12031193009187 160.17825940975666 L142.3106983656051 159.25548512875872 L143.5010848011183 158.31909434677823 L144.69147123663151 157.3707171103004 L145.88185767214475 156.41198032643558 L147.07224410765798 155.4444972987287 L148.26263054317118 154.4698573725374 L149.4530169786844 153.4896158434516 L150.64340341419762 152.50528429212176 L151.83378984971085 151.51832151530456 L153.02417628522403 150.53012522509343 L154.21456272073726 149.542024685691 L155.40494915625047 148.5552744490124 L156.59533559176367 147.57104933667614 L157.7857220272769 146.5904407962376 L158.97610846279014 145.6144547340044 L160.1664948983033 144.64401089558777 L161.35688133381655 143.67994382905 L162.54726776932978 142.7230054247552 L163.737654204843 141.77386898178128 L164.9280406403562 140.8331347040768 L166.11842707586942 139.90133648176922 L167.30881351138265 138.97894976555213 L168.49919994689589 138.06640029640815 L169.68958638240906 137.16407341066272 L170.8799728179223 136.27232360303518 L172.07035925343553 135.39148399950247 L173.26074568894876 134.52187536887718 L174.45113212446194 133.66381428822115 L175.64151855997517 132.81762007373393 L176.8319049954884 131.9836200963872 L178.02229143100158 131.1621531208881 L179.2126778665148 130.35357033788358 L180.40306430202804 129.5582338025668 L181.59345073754122 128.7765120477172 L182.78383717305445 128.00877270495167 L183.97422360856768 127.25537204360776 L185.16461004408086 126.51664142085878 L186.3549964795941 125.7928707277655 L187.54538291510733 125.08428901210603 L188.73576935062056 124.3910425578631 L189.9261557861338 123.71317080094822 L191.11654222164697 123.05058055852733 L192.3069286571602 122.40301914276742 L193.49731509267343 121.7700470162921 L194.68770152818666 121.15101072352937 L195.87808796369984 120.54501689692688 L197.06847439921307 119.95090818734644 L198.2588608347263 119.36724200148173 L199.44924727023954 118.79227294397818 L200.63963370575271 118.22393985624754 L201.83002014126595 117.65985831634687 L203.02040657677918 117.09731941386325 L204.21079301229236 116.53329553968622 L205.4011794478056 115.96445383303666 L206.59156588331882 115.38717780734501 L207.781952318832 114.79759753369008 L208.97233875434523 114.19162859703286 L210.16272518985846 113.56501985863055 L211.35311162537164 112.91340986054149 L212.54349806088487 112.23239149861956 L213.7338844963981 111.51758437262421 L214.92427093191134 110.76471400077592 L216.1146573674245 109.96969686625025 L217.30504380293775 109.12873005009261 L218.49543023845098 108.23838400462742 L219.6858166739642 107.29569683955768 L220.8762031094774 106.29826833533694 L222.06658954499062 105.24435177106444 L223.25697598050385 104.13294156220438 L224.44736241601709 102.96385465216805 L225.63774885153026 101.73780359505764 L226.8281352870435 100.4564593083203 L228.01852172255673 99.12250156578295 L229.20890815806996 97.73965544469176 L230.39929459358314 96.31271213463421 L231.58968102909637 94.84753275992904 L232.7800674646096 93.3510341569465 L233.97045390012278 91.8311558791357 L235.160840335636 90.2968080692072 L236.35122677114924 88.75780023215711 L237.54161320666242 87.22475135609207 L238.73199964217565 85.70898225000494 L239.92238607768888 84.22239138839828 L241.11277251320212 82.77731596062117 L242.3031589487153 81.3863802068685 L243.49354538422853 80.06233347174856 L244.68393181974176 78.8178807096743 L245.874318255255 77.66550842432554 L247.06470469076817 76.61730920871693 L248.2550911262814 75.68480816597987 L249.44547756179463 74.8787945289442 L250.63586399730787 74.20916175579578 L251.82625043282104 73.68475925889257 L253.01663686833427 73.3132587256072 L254.2070233038475 73.10103771772468 L255.39740973936068 73.05308289548684 L256.5877961748739 73.17291481198376 L257.77818261038715 73.46253577321443 L258.9685690459003 73.9224017704062 L260.15895548141356 74.55141897677646 L261.3493419169268 75.34696477455691 L262.53972835244 76.30493275366135 L263.7301147879532 77.41980061488242 L264.92050122346643 78.68471943135516 L266.11088765897966 80.09162228476124 L267.30127409449284 81.6313499085577 L268.4916605300061 83.29379064897253 L269.6820469655193 85.0680318031984 L270.87243340103254 86.94251921856515 L272.0628198365457 88.90522193967168 L273.253206272059 90.94379867321156 L274.4435927075722 93.04576290107111 L275.6339791430854 95.19864360735815 L276.8243655785986 97.39013878853608 L278.0147520141118 99.608259180129 L279.20513844962505 101.84145994936192 L280.39552488513823 104.07875846024216 L281.5859113206515 106.30983660485339 L282.7762977561647 108.52512660037495 L283.96668419167787 110.71587956397947 L285.1570706271911 112.87421658594464 L286.34745706270434 114.99316241438585 L287.5378434982175 117.06666223331914 L288.7282299337308 119.08958235079834 L289.918616369244 121.05769590859913 L291.10900280475715 122.96765497393382 L292.29938924027044 124.81695057309516 L293.4897756757836 126.60386237467443 L294.68016211129685 128.32739982561222 L295.8705485468101 129.98723658786162 L297.06093498232326 131.58364011945844 L298.2513214178365 133.11739819503083 L299.4417078533497 134.58974407207802 L300.6320942888629 136.00228188637212 L301.82248072437613 137.3569137087826 L303.01286715988937 138.6557695232807 L304.2032535954026 139.90114119851697 L305.39364003091583 141.09542132971328 L306.584026466429 142.24104762989697 L307.77441290194224 143.34045335545215 L308.9647993374555 144.3960240656259 L310.15518577296865 145.4100608433243 L311.3455722084819 146.3847499487363 L312.5359586439951 147.3221387406155 L313.72634507950835 148.22411758416496 L314.9167315150215 149.09240737023723 L316.10711795053476 149.92855219805313 L317.297504386048 150.73391672218025 L318.48789082156117 151.50968763279104 L319.67827725707446 152.25687872444635 L320.86866369258763 152.97633901060735 L322.0590501281008 153.66876335631804 L323.2494365636141 154.33470512739837 L324.4398229991273 154.97459038843044 L325.63020943464045 155.58873322124884 L326.82059587015374 156.1773517782012 L328.0109823056669 156.74058472800556 L329.20136874118015 157.2785077948015 L330.3917551766934 157.79115013152747 L331.58214161220656 158.27851030597714 L332.7725280477198 158.7405717111135 L333.962914483233 159.1773172400959 L335.15330091874625 159.58874309101446 L336.34368735425943 159.97487158681164 L337.53407378977266 160.3357629127991 L338.7244602252859 160.67152568826748 L339.91484666079907 160.98232630070856 L341.1052330963123 161.2683969419927 L342.29561953182554 161.53004229627015 L343.4860059673387 161.76764484017195 L344.676392402852 161.98166872768874 L345.8667788383652 162.17266224538454 L347.05716527387835 162.34125883863774 L348.24755170939164 162.48817672647647 L349.4379381449048 162.61421714115647 L350.62832458041805 162.72026124859394 L351.8187110159313 162.80726582660967 L353.00909745144446 162.87625779899957 L354.1994838869577 162.92832774396493 L355.3898703224709 162.96462251456694 L356.5802567579841 162.9863371257662 L357.77064319349734 162.99470607643823 L358.96102962901057 162.99099428477285 L360.1514160645238 162.97648782103838 L361.341802500037 162.95248462235537 L362.5321889355502 162.92028536959864 L363.72257537106344 162.8811846967732 L364.9129618065766 162.83646288834538 L366.1033482420899 162.78737820044708 L367.2937346776031 162.73515991821145 L368.4841211131163 162.68100223453627 L369.67450754862955 162.6260590062758 L370.8648939841427 162.57143941330753 L372.05528041965596 162.51820451528135 L373.2456668551692 162.46736467131413 L374.43605329068237 162.41987776061677 L375.62643972619566 162.37664811811652 L376.81682616170883 162.3385260795205 L378.007212597222 162.30630801575194 L379.1975990327353 162.28073672784507 L380.3879854682485 162.26250207055713 L381.5783719037617 162.25224167621639 L382.76875833927494 162.25054165950502 L383.9591447747881 162.25793719852746 L385.14953121030135 162.27491290696224 L386.3399176458146 162.30190293545024 L387.53030408132776 162.33929076655951 L388.720690516841 162.38740869549991 L389.9110769523542 162.44653701695418 L391.10146338786745 162.5169029656589 L392.29184982338063 162.5986794834405 L393.48223625889386 162.69198390711333 L394.6726226944071 162.7968766889537 L395.8630091299203 162.91336027352077 L397.0533955654335 163.0413782607868 L398.24378200094674 163.18081498548915 L399.4341684364599 163.33149563622482 L400.6245548719732 163.49318702524207 L401.8149413074864 163.66559910157955 L403.00532774299955 163.84838727684456 L404.19571417851284 164.04115560541263 L405.386100614026 164.24346083025506 L406.57648704953925 164.45481727318293 L407.7668734850525 164.67470251534272 L408.95725992056566 164.9025637816508 L410.1476463560789 165.13782491283 L411.3380327915921 165.3798937820539 L412.5284192271053 165.6281699910244 L413.71880566261854 165.88205266355848 L414.90919209813177 166.1409481441645 L416.099578533645 166.40427740516185 L417.2899649691582 166.67148296887012 L418.4803514046714 166.94203516125515 L419.67073784018464 167.2154375298834 L420.8611242756978 167.49123128157123 L422.0515107112111 167.76899862296307 L423.2418971467243 168.04836491947205 L424.43228358223746 168.32899962345363 L425.62267001775075 168.61061595991467 L426.8130564532639 168.8929693961885 L428.00344288877716 169.17585495949749 L429.1938293242904 169.45910350187933 L430.38421575980357 169.74257704435166 L431.57460219531686 170.02616336031832 L432.76498863083003 170.30976998114062 L433.9553750663432 170.59331782374582 L435.1457615018565 170.87673465058393 L436.3361479373697 171.15994857586486 L437.5265343728829 171.44288182874234 L438.71692080839614 171.72544497412875 L439.9073072439093 172.00753177553065 L441.09769367942255 172.28901486230004 L442.2880801149358 172.5697423368017 L443.47846655044896 172.84953542616202 L444.6688529859622 173.12818724956355 L445.8592394214754 173.4054627366367 L447.04962585698865 173.68109969657206 L448.24001229250183 173.9548110023154 L449.43039872801506 174.2262878207557 L450.6207851635283 174.49520378922335 L451.8111715990415 174.76122001181676 L453.0015580345547 175.0239907268411 L454.19194447006794 175.28316947958487 L455.3823309055811 175.53841562317885 L456.5727173410944 175.78940096459138 L457.7631037766076 176.03581637291063 L458.95349021212076 176.2773781727552 L460.14387664763404 176.51383415655496 L461.3342630831472 176.74496906500292 L462.52464951866045 176.9706094045069 L463.7150359541737 177.19062749315995 L464.90542238968686 177.40494465171923 L466.0958088252001 177.61353348240408 L467.2861952607133 177.8164192050615 L468.4765816962265 178.01368004648708 L469.66696813173974 178.20544670358183 L470.85735456725297 178.39190092380773 L472.0477410027662 178.5732732664248 L473.2381274382794 178.74984012473757 L474.4285138737926 178.92192010267715 L475.61890030930584 179.08986984828692 L476.809286744819 179.2540794520065 L477.9996731803323 179.41496751915795 L479.1900596158455 179.57297602396534 L480.38044605135866 179.72856504714744 L481.57083248687195 179.88220749108004 L482.7612189223851 180.03438385627445 L483.9516053578983 180.1855771510679 L485.1419917934116 180.33626799359317 L486.33237822892477 180.4869299519198 L487.522764664438 180.63802515533536 L488.71315109995123 180.79000019761065 L489.9035375354644 180.94328234224258 L491.0939239709777 181.09827603047557 L492.2843104064909 181.25535968565134 L493.4746968420041 181.41488280229441 L494.66508327751734 181.57716330536954 L495.8554697130305 181.74248516428815 L497.04585614854375 181.91109624734585 L498.236242584057 182.08320640508396 L499.42662901957016 182.25898577527002 L500.6170154550834 182.43856330739575 L501.8074018905966 182.62202551037734 L502.99778832610986 182.80941543307517 L504.18817476162303 183.0007318928933 L505.37856119713626 183.19592897266537 L506.5689476326495 183.3949158099168 L507.7593340681627 183.59755670511046 L508.94972050367596 183.80367157639776 L510.14010693918914 184.0130367875616 L511.3304933747023 184.22538637318772 L512.5208798102157 184.440413680661 L513.7112662457288 184.65777344246527 L514.901652681242 184.87708428466306 L516.0920391167552 185.09793166860257 L517.2824255522685 185.3198712531653 L518.4728119877818 185.54243265459192 L519.663198423295 185.76512357049046 L520.8535848588082 185.9874342244452 L522.0439712943214 186.20884207809078 L523.2343577298345 186.4288167489701 L524.4247441653479 186.64682506528166 L525.6151306008611 186.8623361830272 L526.8055170363742 187.07482668731137 L527.9959034718875 187.28378559777607 L529.1862899074007 187.4887191984525 L530.3766763429138 187.68915561469115 L531.5670627784272 187.884649064219 L532.7574492139404 188.0747837156398 L533.9478356494536 188.25917709564737 L535.1382220849667 188.4374829956144 L536.32860852048 188.6093938387666 L537.5189949559932 188.77464248053602 L538.7093813915064 188.9330034265749 L539.8997678270197 189.08429346496376 L541.0901542625329 189.22837172102697 L542.280540698046 189.36513915456806 L543.4709271335593 189.49453752995467 L544.6613135690725 189.61654789907536 L545.8517000045857 189.7311886455353 L547.042086440099 189.838513145392 L548.2324728756122 189.9386071051328 L549.4228593111253 190.03158564139147 L550.6132457466385 190.11759016907084 L551.8036321821518 190.19678516509953 L552.994018617665 190.26935487407104 L554.1844050531782 190.3355000195897 L555.3747914886915 190.3954345814145 L556.5651779242046 190.4493826936028 L557.7555643597178 190.49757571298875 L558.945950795231 190.54024950067546 L560.1363372307443 190.57764195196745 L561.3267236662575 190.6099908025245 L562.5171101017708 190.63753173066695 L563.707496537284 190.66049676789763 L564.8978829727971 190.67911302199934 L566.0882694083103 190.69360170968312 L567.2786558438237 190.70417748884432 L568.4690422793368 190.7110480741632 L569.65942871485 190.71441411416728 L570.8498151503633 190.71446930305126 L572.0402015858764 190.71140069659137 L573.2305880213896 190.7053891984489 L574.420974456903 190.69661018106183 L575.6113608924161 190.6852342041868 L576.8017473279293 190.6714277939686 L577.9921337634426 190.65535424615663 L579.1825201989558 190.63717441871123 L580.372906634469 190.61704748149228 L581.5632930699823 190.5951315939132 L582.7536795054955 190.5715844852909 L583.9440659410086 190.54656391701238 L585.1344523765218 190.52022801045752 L586.3248388120351 190.49273542973208 L587.5152252475483 190.46424541353616 L588.7056116830615 190.4349176557827 L589.8959981185748 190.4049120397352 L591.0863845540879 190.37438823531716 L592.2767709896011 190.34350517371337 L593.4671574251144 190.31242041731028 L594.6575438606277 190.28128944629208 L595.8479302961408 190.25026488572388 L597.038316731654 190.2194956986367 L598.2287031671673 190.18912637143143 L599.4190896026804 190.15929611781257 L600.6094760381936 190.1301381264564 L601.799862473707 190.1017788757432 L602.9902489092201 190.07433753620603 L604.1806353447333 190.04792547795972 L605.3710217802466 190.0226458963954 L606.5614082157597 189.9985935649931 L607.7517946512729 189.97585471938336 L608.9421810867863 189.9545070719447 L610.1325675222995 189.93461995143576 L611.3229539578126 189.9162545576099 L612.5133403933258 189.8994643166102 L613.7037268288391 189.8842953193582 L614.8941132643522 189.87078682226255 L616.0844996998655 189.85897178749667 L617.2748861353788 189.8488774389124 L618.4652725708919 189.84052580941173 L619.6556590064051 189.83393425630783 L620.8460454419184 189.82911592284182 L622.0364318774315 189.82608012652236 L623.2268183129448 189.82483265822623 L624.4172047484581 189.82537597991546 L625.6075911839713 189.82770931323478 L626.7979776194844 189.83182861598738 L627.9883640549976 189.8377264483602 L629.1787504905109 189.84539173559415 L630.3691369260241 189.85480943838402 L631.5595233615373 189.8659601464714 L632.7499097970506 189.87881961449963 L633.9402962325637 189.89335826209728 L635.1306826680769 189.90954066223696 L636.3210691035902 189.92732504310268 L637.5114555391034 189.94666282894968 L638.7018419746166 189.96749824475324 L638.7018419746166 191.0 L637.5114555391034 191.0 L636.3210691035902 191.0 L635.1306826680769 191.0 L633.9402962325637 191.0 L632.7499097970506 191.0 L631.5595233615373 191.0 L630.3691369260241 191.0 L629.1787504905109 191.0 L627.9883640549976 191.0 L626.7979776194844 191.0 L625.6075911839713 191.0 L624.4172047484581 191.0 L623.2268183129448 191.0 L622.0364318774315 191.0 L620.8460454419184 191.0 L619.6556590064051 191.0 L618.4652725708919 191.0 L617.2748861353788 191.0 L616.0844996998655 191.0 L614.8941132643522 191.0 L613.7037268288391 191.0 L612.5133403933258 191.0 L611.3229539578126 191.0 L610.1325675222995 191.0 L608.9421810867863 191.0 L607.7517946512729 191.0 L606.5614082157597 191.0 L605.3710217802466 191.0 L604.1806353447333 191.0 L602.9902489092201 191.0 L601.799862473707 191.0 L600.6094760381936 191.0 L599.4190896026804 191.0 L598.2287031671673 191.0 L597.038316731654 191.0 L595.8479302961408 191.0 L594.6575438606277 191.0 L593.4671574251144 191.0 L592.2767709896011 191.0 L591.0863845540879 191.0 L589.8959981185748 191.0 L588.7056116830615 191.0 L587.5152252475483 191.0 L586.3248388120351 191.0 L585.1344523765218 191.0 L583.9440659410086 191.0 L582.7536795054955 191.0 L581.5632930699823 191.0 L580.372906634469 191.0 L579.1825201989558 191.0 L577.9921337634426 191.0 L576.8017473279293 191.0 L575.6113608924161 191.0 L574.420974456903 191.0 L573.2305880213896 191.0 L572.0402015858764 191.0 L570.8498151503633 191.0 L569.65942871485 191.0 L568.4690422793368 191.0 L567.2786558438237 191.0 L566.0882694083103 191.0 L564.8978829727971 191.0 L563.707496537284 191.0 L562.5171101017708 191.0 L561.3267236662575 191.0 L560.1363372307443 191.0 L558.945950795231 191.0 L557.7555643597178 191.0 L556.5651779242046 191.0 L555.3747914886915 191.0 L554.1844050531782 191.0 L552.994018617665 191.0 L551.8036321821518 191.0 L550.6132457466385 191.0 L549.4228593111253 191.0 L548.2324728756122 191.0 L547.042086440099 191.0 L545.8517000045857 191.0 L544.6613135690725 191.0 L543.4709271335593 191.0 L542.280540698046 191.0 L541.0901542625329 191.0 L539.8997678270197 191.0 L538.7093813915064 191.0 L537.5189949559932 191.0 L536.32860852048 191.0 L535.1382220849667 191.0 L533.9478356494536 191.0 L532.7574492139404 191.0 L531.5670627784272 191.0 L530.3766763429138 191.0 L529.1862899074007 191.0 L527.9959034718875 191.0 L526.8055170363742 191.0 L525.6151306008611 191.0 L524.4247441653479 191.0 L523.2343577298345 191.0 L522.0439712943214 191.0 L520.8535848588082 191.0 L519.663198423295 191.0 L518.4728119877818 191.0 L517.2824255522685 191.0 L516.0920391167552 191.0 L514.901652681242 191.0 L513.7112662457288 191.0 L512.5208798102157 191.0 L511.3304933747023 191.0 L510.14010693918914 191.0 L508.94972050367596 191.0 L507.7593340681627 191.0 L506.5689476326495 191.0 L505.37856119713626 191.0 L504.18817476162303 191.0 L502.99778832610986 191.0 L501.8074018905966 191.0 L500.6170154550834 191.0 L499.42662901957016 191.0 L498.236242584057 191.0 L497.04585614854375 191.0 L495.8554697130305 191.0 L494.66508327751734 191.0 L493.4746968420041 191.0 L492.2843104064909 191.0 L491.0939239709777 191.0 L489.9035375354644 191.0 L488.71315109995123 191.0 L487.522764664438 191.0 L486.33237822892477 191.0 L485.1419917934116 191.0 L483.9516053578983 191.0 L482.7612189223851 191.0 L481.57083248687195 191.0 L480.38044605135866 191.0 L479.1900596158455 191.0 L477.9996731803323 191.0 L476.809286744819 191.0 L475.61890030930584 191.0 L474.4285138737926 191.0 L473.2381274382794 191.0 L472.0477410027662 191.0 L470.85735456725297 191.0 L469.66696813173974 191.0 L468.4765816962265 191.0 L467.2861952607133 191.0 L466.0958088252001 191.0 L464.90542238968686 191.0 L463.7150359541737 191.0 L462.52464951866045 191.0 L461.3342630831472 191.0 L460.14387664763404 191.0 L458.95349021212076 191.0 L457.7631037766076 191.0 L456.5727173410944 191.0 L455.3823309055811 191.0 L454.19194447006794 191.0 L453.0015580345547 191.0 L451.8111715990415 191.0 L450.6207851635283 191.0 L449.43039872801506 191.0 L448.24001229250183 191.0 L447.04962585698865 191.0 L445.8592394214754 191.0 L444.6688529859622 191.0 L443.47846655044896 191.0 L442.2880801149358 191.0 L441.09769367942255 191.0 L439.9073072439093 191.0 L438.71692080839614 191.0 L437.5265343728829 191.0 L436.3361479373697 191.0 L435.1457615018565 191.0 L433.9553750663432 191.0 L432.76498863083003 191.0 L431.57460219531686 191.0 L430.38421575980357 191.0 L429.1938293242904 191.0 L428.00344288877716 191.0 L426.8130564532639 191.0 L425.62267001775075 191.0 L424.43228358223746 191.0 L423.2418971467243 191.0 L422.0515107112111 191.0 L420.8611242756978 191.0 L419.67073784018464 191.0 L418.4803514046714 191.0 L417.2899649691582 191.0 L416.099578533645 191.0 L414.90919209813177 191.0 L413.71880566261854 191.0 L412.5284192271053 191.0 L411.3380327915921 191.0 L410.1476463560789 191.0 L408.95725992056566 191.0 L407.7668734850525 191.0 L406.57648704953925 191.0 L405.386100614026 191.0 L404.19571417851284 191.0 L403.00532774299955 191.0 L401.8149413074864 191.0 L400.6245548719732 191.0 L399.4341684364599 191.0 L398.24378200094674 191.0 L397.0533955654335 191.0 L395.8630091299203 191.0 L394.6726226944071 191.0 L393.48223625889386 191.0 L392.29184982338063 191.0 L391.10146338786745 191.0 L389.9110769523542 191.0 L388.720690516841 191.0 L387.53030408132776 191.0 L386.3399176458146 191.0 L385.14953121030135 191.0 L383.9591447747881 191.0 L382.76875833927494 191.0 L381.5783719037617 191.0 L380.3879854682485 191.0 L379.1975990327353 191.0 L378.007212597222 191.0 L376.81682616170883 191.0 L375.62643972619566 191.0 L374.43605329068237 191.0 L373.2456668551692 191.0 L372.05528041965596 191.0 L370.8648939841427 191.0 L369.67450754862955 191.0 L368.4841211131163 191.0 L367.2937346776031 191.0 L366.1033482420899 191.0 L364.9129618065766 191.0 L363.72257537106344 191.0 L362.5321889355502 191.0 L361.341802500037 191.0 L360.1514160645238 191.0 L358.96102962901057 191.0 L357.77064319349734 191.0 L356.5802567579841 191.0 L355.3898703224709 191.0 L354.1994838869577 191.0 L353.00909745144446 191.0 L351.8187110159313 191.0 L350.62832458041805 191.0 L349.4379381449048 191.0 L348.24755170939164 191.0 L347.05716527387835 191.0 L345.8667788383652 191.0 L344.676392402852 191.0 L343.4860059673387 191.0 L342.29561953182554 191.0 L341.1052330963123 191.0 L339.91484666079907 191.0 L338.7244602252859 191.0 L337.53407378977266 191.0 L336.34368735425943 191.0 L335.15330091874625 191.0 L333.962914483233 191.0 L332.7725280477198 191.0 L331.58214161220656 191.0 L330.3917551766934 191.0 L329.20136874118015 191.0 L328.0109823056669 191.0 L326.82059587015374 191.0 L325.63020943464045 191.0 L324.4398229991273 191.0 L323.2494365636141 191.0 L322.0590501281008 191.0 L320.86866369258763 191.0 L319.67827725707446 191.0 L318.48789082156117 191.0 L317.297504386048 191.0 L316.10711795053476 191.0 L314.9167315150215 191.0 L313.72634507950835 191.0 L312.5359586439951 191.0 L311.3455722084819 191.0 L310.15518577296865 191.0 L308.9647993374555 191.0 L307.77441290194224 191.0 L306.584026466429 191.0 L305.39364003091583 191.0 L304.2032535954026 191.0 L303.01286715988937 191.0 L301.82248072437613 191.0 L300.6320942888629 191.0 L299.4417078533497 191.0 L298.2513214178365 191.0 L297.06093498232326 191.0 L295.8705485468101 191.0 L294.68016211129685 191.0 L293.4897756757836 191.0 L292.29938924027044 191.0 L291.10900280475715 191.0 L289.918616369244 191.0 L288.7282299337308 191.0 L287.5378434982175 191.0 L286.34745706270434 191.0 L285.1570706271911 191.0 L283.96668419167787 191.0 L282.7762977561647 191.0 L281.5859113206515 191.0 L280.39552488513823 191.0 L279.20513844962505 191.0 L278.0147520141118 191.0 L276.8243655785986 191.0 L275.6339791430854 191.0 L274.4435927075722 191.0 L273.253206272059 191.0 L272.0628198365457 191.0 L270.87243340103254 191.0 L269.6820469655193 191.0 L268.4916605300061 191.0 L267.30127409449284 191.0 L266.11088765897966 191.0 L264.92050122346643 191.0 L263.7301147879532 191.0 L262.53972835244 191.0 L261.3493419169268 191.0 L260.15895548141356 191.0 L258.9685690459003 191.0 L257.77818261038715 191.0 L256.5877961748739 191.0 L255.39740973936068 191.0 L254.2070233038475 191.0 L253.01663686833427 191.0 L251.82625043282104 191.0 L250.63586399730787 191.0 L249.44547756179463 191.0 L248.2550911262814 191.0 L247.06470469076817 191.0 L245.874318255255 191.0 L244.68393181974176 191.0 L243.49354538422853 191.0 L242.3031589487153 191.0 L241.11277251320212 191.0 L239.92238607768888 191.0 L238.73199964217565 191.0 L237.54161320666242 191.0 L236.35122677114924 191.0 L235.160840335636 191.0 L233.97045390012278 191.0 L232.7800674646096 191.0 L231.58968102909637 191.0 L230.39929459358314 191.0 L229.20890815806996 191.0 L228.01852172255673 191.0 L226.8281352870435 191.0 L225.63774885153026 191.0 L224.44736241601709 191.0 L223.25697598050385 191.0 L222.06658954499062 191.0 L220.8762031094774 191.0 L219.6858166739642 191.0 L218.49543023845098 191.0 L217.30504380293775 191.0 L216.1146573674245 191.0 L214.92427093191134 191.0 L213.7338844963981 191.0 L212.54349806088487 191.0 L211.35311162537164 191.0 L210.16272518985846 191.0 L208.97233875434523 191.0 L207.781952318832 191.0 L206.59156588331882 191.0 L205.4011794478056 191.0 L204.21079301229236 191.0 L203.02040657677918 191.0 L201.83002014126595 191.0 L200.63963370575271 191.0 L199.44924727023954 191.0 L198.2588608347263 191.0 L197.06847439921307 191.0 L195.87808796369984 191.0 L194.68770152818666 191.0 L193.49731509267343 191.0 L192.3069286571602 191.0 L191.11654222164697 191.0 L189.9261557861338 191.0 L188.73576935062056 191.0 L187.54538291510733 191.0 L186.3549964795941 191.0 L185.16461004408086 191.0 L183.97422360856768 191.0 L182.78383717305445 191.0 L181.59345073754122 191.0 L180.40306430202804 191.0 L179.2126778665148 191.0 L178.02229143100158 191.0 L176.8319049954884 191.0 L175.64151855997517 191.0 L174.45113212446194 191.0 L173.26074568894876 191.0 L172.07035925343553 191.0 L170.8799728179223 191.0 L169.68958638240906 191.0 L168.49919994689589 191.0 L167.30881351138265 191.0 L166.11842707586942 191.0 L164.9280406403562 191.0 L163.737654204843 191.0 L162.54726776932978 191.0 L161.35688133381655 191.0 L160.1664948983033 191.0 L158.97610846279014 191.0 L157.7857220272769 191.0 L156.59533559176367 191.0 L155.40494915625047 191.0 L154.21456272073726 191.0 L153.02417628522403 191.0 L151.83378984971085 191.0 L150.64340341419762 191.0 L149.4530169786844 191.0 L148.26263054317118 191.0 L147.07224410765798 191.0 L145.88185767214475 191.0 L144.69147123663151 191.0 L143.5010848011183 191.0 L142.3106983656051 191.0 L141.12031193009187 191.0 L139.92992549457867 191.0 L138.73953905906546 191.0 L137.54915262355223 191.0 L136.358766188039 191.0 L135.1683797525258 191.0 L133.9779933170126 191.0 L132.78760688149936 191.0 L131.59722044598615 191.0 L130.40683401047292 191.0 L129.21644757495972 191.0 L128.02606113944648 191.0 L126.83567470393328 191.0 L125.64528826842006 191.0 L124.45490183290684 191.0 L123.26451539739362 191.0 L122.07412896188042 191.0 L120.88374252636719 191.0 L119.69335609085398 191.0 L118.50296965534076 191.0 L117.31258321982754 191.0 L116.12219678431433 191.0 L114.93181034880111 191.0 L113.74142391328789 191.0 L112.55103747777467 191.0 L111.36065104226145 191.0 L110.17026460674823 191.0 L108.97987817123503 191.0 L107.7894917357218 191.0 L106.59910530020859 191.0 L105.40871886469537 191.0 L104.21833242918215 191.0 L103.02794599366894 191.0 L101.83755955815573 191.0 L100.6471731226425 191.0 L99.45678668712928 191.0 L98.26640025161606 191.0 L97.07601381610284 191.0 L95.88562738058964 191.0 L94.6952409450764 191.0 L93.5048545095632 191.0 L92.31446807404998 191.0 L91.12408163853677 191.0 L89.93369520302355 191.0 L88.74330876751031 191.0 L87.55292233199711 191.0 L86.36253589648389 191.0 L85.17214946097067 191.0 L83.98176302545745 191.0 L82.79137658994424 191.0 L81.60099015443103 191.0 L80.4106037189178 191.0 L79.2202172834046 191.0 L78.02983084789138 191.0 L76.83944441237816 191.0 L75.64905797686494 191.0 L74.45867154135172 191.0 L73.26828510583852 191.0 L72.07789867032528 191.0 L70.88751223481206 191.0 L69.69712579929885 191.0 L68.50673936378564 191.0 L67.31635292827241 191.0 L66.1259664927592 191.0 L64.93558005724599 191.0 L63.74519362173277 191.0 L62.55480718621955 191.0 L61.36442075070634 191.0 L60.17403431519312 191.0 L58.9836478796799 191.0 L57.79326144416669 191.0 L56.60287500865347 191.0 L55.41248857314025 191.0 L54.22210213762703 191.0 L53.031715702113814 191.0 L51.8413292666006 191.0 L50.650942831087384 191.0 L49.460556395574166 191.0 L48.270169960060954 191.0 L47.079783524547736 191.0 L45.88939708903452 191.0 L44.6990106535213 191.0 L43.50862421800808 191.0 L42.31823778249486 191.0 L41.12785134698165 191.0 L39.93746491146843 191.0 L38.74707847595521 191.0 L37.556692040441995 191.0 L36.36630560492878 191.0 L35.175919169415565 191.0 L33.985532733902346 191.0 L32.79514629838913 191.0 L31.604759862875913 191.0 L30.414373427362694 191.0 Z\" fill=\"rgb(163,153,153)\" stroke-width=\"1.0\" fill-opacity=\"0.2980392156862745\">\n",
       "                </path>\n",
       "              </g>\n",
       "              <g>\n",
       "                <path d=\"M30.414373427362694 170.55500073272225 L30.414373427362694 170.55500073272225 L31.604759862875913 169.92078837087956 L32.79514629838913 169.3136041665635 L33.985532733902346 168.73611896441753 L35.175919169415565 168.19079870079878 L36.36630560492878 167.67988146561194 L37.556692040441995 167.20535762430276 L38.74707847595521 166.76895326831587 L39.93746491146843 166.37211719603553 L41.12785134698165 166.01601155684622 L42.31823778249486 165.70150622025545 L43.50862421800808 165.42917686177447 L44.6990106535213 165.19930668913787 L45.88939708903452 165.01189166803292 L47.079783524547736 164.86664904721587 L48.270169960060954 164.7630289299061 L49.460556395574166 164.70022859266126 L50.650942831087384 164.67720921526995 L51.8413292666006 164.69271465603563 L53.031715702113814 164.74529188639985 L54.22210213762703 164.83331268714076 L55.41248857314025 164.95499620517205 L56.60287500865347 165.10843197480494 L57.79326144416669 165.29160301965157 L58.9836478796799 165.50240867038914 L60.17403431519312 165.73868675856045 L61.36442075070634 165.9982348765438 L62.55480718621955 166.27883042786831 L63.74519362173277 166.57824922923493 L64.93558005724599 166.89428246500648 L66.1259664927592 167.22475183569227 L67.31635292827241 167.56752278322796 L68.50673936378564 167.92051571690848 L69.69712579929885 168.2817152039628 L70.88751223481206 168.64917712737918 L72.07789867032528 169.02103385013407 L73.26828510583852 169.3954974590154 L74.45867154135172 169.7708611923205 L75.64905797686494 170.14549918355013 L76.83944441237816 170.51786467748875 L78.02983084789138 170.88648689556 L79.2202172834046 171.249966743852 L80.4106037189178 171.60697156960865 L81.60099015443103 171.9562291801831 L82.79137658994424 172.2965213424014 L83.98176302545745 172.6266769800101 L85.17214946097067 172.9455652824774 L86.36253589648389 173.252088929982 L87.55292233199711 173.54517762722801 L88.74330876751031 173.8237821229881 L89.93369520302355 174.0868688734167 L91.12408163853677 174.33341548557163 L92.31446807404998 174.56240705375208 L93.5048545095632 174.77283347575425 L94.6952409450764 174.96368780955387 L95.88562738058964 175.13396570387164 L97.07601381610284 175.28266590923602 L98.26640025161606 175.40879185013526 L99.45678668712928 175.51135421428677 L100.6471731226425 175.58937449252812 L101.83755955815573 175.6418893828331 L103.02794599366894 175.66795595494187 L104.21833242918215 175.66665745838168 L105.40871886469537 175.63710964645438 L106.59910530020859 175.57846748222158 L107.7894917357218 175.489932089578 L108.97987817123503 175.370757813043 L110.17026460674823 175.2202592537033 L111.36065104226145 175.03781815540106 L112.55103747777467 174.82289002441584 L113.74142391328789 174.57501037697727 L114.93181034880111 174.29380052147815 L116.12219678431433 173.9789727956245 L117.31258321982754 173.6303351924433 L118.50296965534076 173.24779532252867 L119.69335609085398 172.8313636726435 L120.88374252636719 172.3811561324622 L122.07412896188042 171.89739577146895 L123.26451539739362 171.38041385664584 L124.45490183290684 170.83065010847744 L125.64528826842006 170.24865219799796 L126.83567470393328 169.63507449120576 L128.02606113944648 168.99067604942567 L129.21644757495972 168.31631789540975 L130.40683401047292 167.61295955549645 L131.59722044598615 166.8816548884747 L132.78760688149936 166.12354721230977 L133.9779933170126 165.3398637410981 L135.1683797525258 164.53190934690153 L136.358766188039 163.70105966485664 L137.54915262355223 162.84875356544413 L138.73953905906546 161.97648502522293 L139.92992549457867 161.08579443674998 L141.12031193009187 160.17825940975666 L142.3106983656051 159.25548512875872 L143.5010848011183 158.31909434677823 L144.69147123663151 157.3707171103004 L145.88185767214475 156.41198032643558 L147.07224410765798 155.4444972987287 L148.26263054317118 154.4698573725374 L149.4530169786844 153.4896158434516 L150.64340341419762 152.50528429212176 L151.83378984971085 151.51832151530456 L153.02417628522403 150.53012522509343 L154.21456272073726 149.542024685691 L155.40494915625047 148.5552744490124 L156.59533559176367 147.57104933667614 L157.7857220272769 146.5904407962376 L158.97610846279014 145.6144547340044 L160.1664948983033 144.64401089558777 L161.35688133381655 143.67994382905 L162.54726776932978 142.7230054247552 L163.737654204843 141.77386898178128 L164.9280406403562 140.8331347040768 L166.11842707586942 139.90133648176922 L167.30881351138265 138.97894976555213 L168.49919994689589 138.06640029640815 L169.68958638240906 137.16407341066272 L170.8799728179223 136.27232360303518 L172.07035925343553 135.39148399950247 L173.26074568894876 134.52187536887718 L174.45113212446194 133.66381428822115 L175.64151855997517 132.81762007373393 L176.8319049954884 131.9836200963872 L178.02229143100158 131.1621531208881 L179.2126778665148 130.35357033788358 L180.40306430202804 129.5582338025668 L181.59345073754122 128.7765120477172 L182.78383717305445 128.00877270495167 L183.97422360856768 127.25537204360776 L185.16461004408086 126.51664142085878 L186.3549964795941 125.7928707277655 L187.54538291510733 125.08428901210603 L188.73576935062056 124.3910425578631 L189.9261557861338 123.71317080094822 L191.11654222164697 123.05058055852733 L192.3069286571602 122.40301914276742 L193.49731509267343 121.7700470162921 L194.68770152818666 121.15101072352937 L195.87808796369984 120.54501689692688 L197.06847439921307 119.95090818734644 L198.2588608347263 119.36724200148173 L199.44924727023954 118.79227294397818 L200.63963370575271 118.22393985624754 L201.83002014126595 117.65985831634687 L203.02040657677918 117.09731941386325 L204.21079301229236 116.53329553968622 L205.4011794478056 115.96445383303666 L206.59156588331882 115.38717780734501 L207.781952318832 114.79759753369008 L208.97233875434523 114.19162859703286 L210.16272518985846 113.56501985863055 L211.35311162537164 112.91340986054149 L212.54349806088487 112.23239149861956 L213.7338844963981 111.51758437262421 L214.92427093191134 110.76471400077592 L216.1146573674245 109.96969686625025 L217.30504380293775 109.12873005009261 L218.49543023845098 108.23838400462742 L219.6858166739642 107.29569683955768 L220.8762031094774 106.29826833533694 L222.06658954499062 105.24435177106444 L223.25697598050385 104.13294156220438 L224.44736241601709 102.96385465216805 L225.63774885153026 101.73780359505764 L226.8281352870435 100.4564593083203 L228.01852172255673 99.12250156578295 L229.20890815806996 97.73965544469176 L230.39929459358314 96.31271213463421 L231.58968102909637 94.84753275992904 L232.7800674646096 93.3510341569465 L233.97045390012278 91.8311558791357 L235.160840335636 90.2968080692072 L236.35122677114924 88.75780023215711 L237.54161320666242 87.22475135609207 L238.73199964217565 85.70898225000494 L239.92238607768888 84.22239138839828 L241.11277251320212 82.77731596062117 L242.3031589487153 81.3863802068685 L243.49354538422853 80.06233347174856 L244.68393181974176 78.8178807096743 L245.874318255255 77.66550842432554 L247.06470469076817 76.61730920871693 L248.2550911262814 75.68480816597987 L249.44547756179463 74.8787945289442 L250.63586399730787 74.20916175579578 L251.82625043282104 73.68475925889257 L253.01663686833427 73.3132587256072 L254.2070233038475 73.10103771772468 L255.39740973936068 73.05308289548684 L256.5877961748739 73.17291481198376 L257.77818261038715 73.46253577321443 L258.9685690459003 73.9224017704062 L260.15895548141356 74.55141897677646 L261.3493419169268 75.34696477455691 L262.53972835244 76.30493275366135 L263.7301147879532 77.41980061488242 L264.92050122346643 78.68471943135516 L266.11088765897966 80.09162228476124 L267.30127409449284 81.6313499085577 L268.4916605300061 83.29379064897253 L269.6820469655193 85.0680318031984 L270.87243340103254 86.94251921856515 L272.0628198365457 88.90522193967168 L273.253206272059 90.94379867321156 L274.4435927075722 93.04576290107111 L275.6339791430854 95.19864360735815 L276.8243655785986 97.39013878853608 L278.0147520141118 99.608259180129 L279.20513844962505 101.84145994936192 L280.39552488513823 104.07875846024216 L281.5859113206515 106.30983660485339 L282.7762977561647 108.52512660037495 L283.96668419167787 110.71587956397947 L285.1570706271911 112.87421658594464 L286.34745706270434 114.99316241438585 L287.5378434982175 117.06666223331914 L288.7282299337308 119.08958235079834 L289.918616369244 121.05769590859913 L291.10900280475715 122.96765497393382 L292.29938924027044 124.81695057309516 L293.4897756757836 126.60386237467443 L294.68016211129685 128.32739982561222 L295.8705485468101 129.98723658786162 L297.06093498232326 131.58364011945844 L298.2513214178365 133.11739819503083 L299.4417078533497 134.58974407207802 L300.6320942888629 136.00228188637212 L301.82248072437613 137.3569137087826 L303.01286715988937 138.6557695232807 L304.2032535954026 139.90114119851697 L305.39364003091583 141.09542132971328 L306.584026466429 142.24104762989697 L307.77441290194224 143.34045335545215 L308.9647993374555 144.3960240656259 L310.15518577296865 145.4100608433243 L311.3455722084819 146.3847499487363 L312.5359586439951 147.3221387406155 L313.72634507950835 148.22411758416496 L314.9167315150215 149.09240737023723 L316.10711795053476 149.92855219805313 L317.297504386048 150.73391672218025 L318.48789082156117 151.50968763279104 L319.67827725707446 152.25687872444635 L320.86866369258763 152.97633901060735 L322.0590501281008 153.66876335631804 L323.2494365636141 154.33470512739837 L324.4398229991273 154.97459038843044 L325.63020943464045 155.58873322124884 L326.82059587015374 156.1773517782012 L328.0109823056669 156.74058472800556 L329.20136874118015 157.2785077948015 L330.3917551766934 157.79115013152747 L331.58214161220656 158.27851030597714 L332.7725280477198 158.7405717111135 L333.962914483233 159.1773172400959 L335.15330091874625 159.58874309101446 L336.34368735425943 159.97487158681164 L337.53407378977266 160.3357629127991 L338.7244602252859 160.67152568826748 L339.91484666079907 160.98232630070856 L341.1052330963123 161.2683969419927 L342.29561953182554 161.53004229627015 L343.4860059673387 161.76764484017195 L344.676392402852 161.98166872768874 L345.8667788383652 162.17266224538454 L347.05716527387835 162.34125883863774 L348.24755170939164 162.48817672647647 L349.4379381449048 162.61421714115647 L350.62832458041805 162.72026124859394 L351.8187110159313 162.80726582660967 L353.00909745144446 162.87625779899957 L354.1994838869577 162.92832774396493 L355.3898703224709 162.96462251456694 L356.5802567579841 162.9863371257662 L357.77064319349734 162.99470607643823 L358.96102962901057 162.99099428477285 L360.1514160645238 162.97648782103838 L361.341802500037 162.95248462235537 L362.5321889355502 162.92028536959864 L363.72257537106344 162.8811846967732 L364.9129618065766 162.83646288834538 L366.1033482420899 162.78737820044708 L367.2937346776031 162.73515991821145 L368.4841211131163 162.68100223453627 L369.67450754862955 162.6260590062758 L370.8648939841427 162.57143941330753 L372.05528041965596 162.51820451528135 L373.2456668551692 162.46736467131413 L374.43605329068237 162.41987776061677 L375.62643972619566 162.37664811811652 L376.81682616170883 162.3385260795205 L378.007212597222 162.30630801575194 L379.1975990327353 162.28073672784507 L380.3879854682485 162.26250207055713 L381.5783719037617 162.25224167621639 L382.76875833927494 162.25054165950502 L383.9591447747881 162.25793719852746 L385.14953121030135 162.27491290696224 L386.3399176458146 162.30190293545024 L387.53030408132776 162.33929076655951 L388.720690516841 162.38740869549991 L389.9110769523542 162.44653701695418 L391.10146338786745 162.5169029656589 L392.29184982338063 162.5986794834405 L393.48223625889386 162.69198390711333 L394.6726226944071 162.7968766889537 L395.8630091299203 162.91336027352077 L397.0533955654335 163.0413782607868 L398.24378200094674 163.18081498548915 L399.4341684364599 163.33149563622482 L400.6245548719732 163.49318702524207 L401.8149413074864 163.66559910157955 L403.00532774299955 163.84838727684456 L404.19571417851284 164.04115560541263 L405.386100614026 164.24346083025506 L406.57648704953925 164.45481727318293 L407.7668734850525 164.67470251534272 L408.95725992056566 164.9025637816508 L410.1476463560789 165.13782491283 L411.3380327915921 165.3798937820539 L412.5284192271053 165.6281699910244 L413.71880566261854 165.88205266355848 L414.90919209813177 166.1409481441645 L416.099578533645 166.40427740516185 L417.2899649691582 166.67148296887012 L418.4803514046714 166.94203516125515 L419.67073784018464 167.2154375298834 L420.8611242756978 167.49123128157123 L422.0515107112111 167.76899862296307 L423.2418971467243 168.04836491947205 L424.43228358223746 168.32899962345363 L425.62267001775075 168.61061595991467 L426.8130564532639 168.8929693961885 L428.00344288877716 169.17585495949749 L429.1938293242904 169.45910350187933 L430.38421575980357 169.74257704435166 L431.57460219531686 170.02616336031832 L432.76498863083003 170.30976998114062 L433.9553750663432 170.59331782374582 L435.1457615018565 170.87673465058393 L436.3361479373697 171.15994857586486 L437.5265343728829 171.44288182874234 L438.71692080839614 171.72544497412875 L439.9073072439093 172.00753177553065 L441.09769367942255 172.28901486230004 L442.2880801149358 172.5697423368017 L443.47846655044896 172.84953542616202 L444.6688529859622 173.12818724956355 L445.8592394214754 173.4054627366367 L447.04962585698865 173.68109969657206 L448.24001229250183 173.9548110023154 L449.43039872801506 174.2262878207557 L450.6207851635283 174.49520378922335 L451.8111715990415 174.76122001181676 L453.0015580345547 175.0239907268411 L454.19194447006794 175.28316947958487 L455.3823309055811 175.53841562317885 L456.5727173410944 175.78940096459138 L457.7631037766076 176.03581637291063 L458.95349021212076 176.2773781727552 L460.14387664763404 176.51383415655496 L461.3342630831472 176.74496906500292 L462.52464951866045 176.9706094045069 L463.7150359541737 177.19062749315995 L464.90542238968686 177.40494465171923 L466.0958088252001 177.61353348240408 L467.2861952607133 177.8164192050615 L468.4765816962265 178.01368004648708 L469.66696813173974 178.20544670358183 L470.85735456725297 178.39190092380773 L472.0477410027662 178.5732732664248 L473.2381274382794 178.74984012473757 L474.4285138737926 178.92192010267715 L475.61890030930584 179.08986984828692 L476.809286744819 179.2540794520065 L477.9996731803323 179.41496751915795 L479.1900596158455 179.57297602396534 L480.38044605135866 179.72856504714744 L481.57083248687195 179.88220749108004 L482.7612189223851 180.03438385627445 L483.9516053578983 180.1855771510679 L485.1419917934116 180.33626799359317 L486.33237822892477 180.4869299519198 L487.522764664438 180.63802515533536 L488.71315109995123 180.79000019761065 L489.9035375354644 180.94328234224258 L491.0939239709777 181.09827603047557 L492.2843104064909 181.25535968565134 L493.4746968420041 181.41488280229441 L494.66508327751734 181.57716330536954 L495.8554697130305 181.74248516428815 L497.04585614854375 181.91109624734585 L498.236242584057 182.08320640508396 L499.42662901957016 182.25898577527002 L500.6170154550834 182.43856330739575 L501.8074018905966 182.62202551037734 L502.99778832610986 182.80941543307517 L504.18817476162303 183.0007318928933 L505.37856119713626 183.19592897266537 L506.5689476326495 183.3949158099168 L507.7593340681627 183.59755670511046 L508.94972050367596 183.80367157639776 L510.14010693918914 184.0130367875616 L511.3304933747023 184.22538637318772 L512.5208798102157 184.440413680661 L513.7112662457288 184.65777344246527 L514.901652681242 184.87708428466306 L516.0920391167552 185.09793166860257 L517.2824255522685 185.3198712531653 L518.4728119877818 185.54243265459192 L519.663198423295 185.76512357049046 L520.8535848588082 185.9874342244452 L522.0439712943214 186.20884207809078 L523.2343577298345 186.4288167489701 L524.4247441653479 186.64682506528166 L525.6151306008611 186.8623361830272 L526.8055170363742 187.07482668731137 L527.9959034718875 187.28378559777607 L529.1862899074007 187.4887191984525 L530.3766763429138 187.68915561469115 L531.5670627784272 187.884649064219 L532.7574492139404 188.0747837156398 L533.9478356494536 188.25917709564737 L535.1382220849667 188.4374829956144 L536.32860852048 188.6093938387666 L537.5189949559932 188.77464248053602 L538.7093813915064 188.9330034265749 L539.8997678270197 189.08429346496376 L541.0901542625329 189.22837172102697 L542.280540698046 189.36513915456806 L543.4709271335593 189.49453752995467 L544.6613135690725 189.61654789907536 L545.8517000045857 189.7311886455353 L547.042086440099 189.838513145392 L548.2324728756122 189.9386071051328 L549.4228593111253 190.03158564139147 L550.6132457466385 190.11759016907084 L551.8036321821518 190.19678516509953 L552.994018617665 190.26935487407104 L554.1844050531782 190.3355000195897 L555.3747914886915 190.3954345814145 L556.5651779242046 190.4493826936028 L557.7555643597178 190.49757571298875 L558.945950795231 190.54024950067546 L560.1363372307443 190.57764195196745 L561.3267236662575 190.6099908025245 L562.5171101017708 190.63753173066695 L563.707496537284 190.66049676789763 L564.8978829727971 190.67911302199934 L566.0882694083103 190.69360170968312 L567.2786558438237 190.70417748884432 L568.4690422793368 190.7110480741632 L569.65942871485 190.71441411416728 L570.8498151503633 190.71446930305126 L572.0402015858764 190.71140069659137 L573.2305880213896 190.7053891984489 L574.420974456903 190.69661018106183 L575.6113608924161 190.6852342041868 L576.8017473279293 190.6714277939686 L577.9921337634426 190.65535424615663 L579.1825201989558 190.63717441871123 L580.372906634469 190.61704748149228 L581.5632930699823 190.5951315939132 L582.7536795054955 190.5715844852909 L583.9440659410086 190.54656391701238 L585.1344523765218 190.52022801045752 L586.3248388120351 190.49273542973208 L587.5152252475483 190.46424541353616 L588.7056116830615 190.4349176557827 L589.8959981185748 190.4049120397352 L591.0863845540879 190.37438823531716 L592.2767709896011 190.34350517371337 L593.4671574251144 190.31242041731028 L594.6575438606277 190.28128944629208 L595.8479302961408 190.25026488572388 L597.038316731654 190.2194956986367 L598.2287031671673 190.18912637143143 L599.4190896026804 190.15929611781257 L600.6094760381936 190.1301381264564 L601.799862473707 190.1017788757432 L602.9902489092201 190.07433753620603 L604.1806353447333 190.04792547795972 L605.3710217802466 190.0226458963954 L606.5614082157597 189.9985935649931 L607.7517946512729 189.97585471938336 L608.9421810867863 189.9545070719447 L610.1325675222995 189.93461995143576 L611.3229539578126 189.9162545576099 L612.5133403933258 189.8994643166102 L613.7037268288391 189.8842953193582 L614.8941132643522 189.87078682226255 L616.0844996998655 189.85897178749667 L617.2748861353788 189.8488774389124 L618.4652725708919 189.84052580941173 L619.6556590064051 189.83393425630783 L620.8460454419184 189.82911592284182 L622.0364318774315 189.82608012652236 L623.2268183129448 189.82483265822623 L624.4172047484581 189.82537597991546 L625.6075911839713 189.82770931323478 L626.7979776194844 189.83182861598738 L627.9883640549976 189.8377264483602 L629.1787504905109 189.84539173559415 L630.3691369260241 189.85480943838402 L631.5595233615373 189.8659601464714 L632.7499097970506 189.87881961449963 L633.9402962325637 189.89335826209728 L635.1306826680769 189.90954066223696 L636.3210691035902 189.92732504310268 L637.5114555391034 189.94666282894968 L638.7018419746166 189.96749824475324 \" fill=\"none\" stroke-width=\"1.6500000000000001\" stroke=\"rgb(255,102,50)\" stroke-opacity=\"1.0\">\n",
       "                </path>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
       "          <clipPath id=\"c12maIx\">\n",
       "            <rect x=\"35.01530667574961\" y=\"0.0\" width=\"669.1162154019794\" height=\"191.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "      </g>\n",
       "      <g>\n",
       "        <g transform=\"translate(35.01530667574961 191.0 ) \">\n",
       "          <g transform=\"translate(29.14420770695746 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(105.33891199041486 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>10</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(181.53361627387227 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>20</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(257.72832055732965 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>30</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(333.92302484078704 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>40</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(410.1177291242444 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(486.31243340770186 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>60</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(562.5071376911592 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>70</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(638.7018419746166 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>80</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <line x1=\"0.0\" y1=\"0.0\" x2=\"669.1162154019794\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "          </line>\n",
       "        </g>\n",
       "        <g transform=\"translate(35.01530667574961 0.0 ) \">\n",
       "          <g transform=\"translate(0.0 191.0 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0.00</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 137.2217799879274 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0.02</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 83.44355997585477 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0.04</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 29.665339963782145 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0.06</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(16.0 102.0 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>density</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(399.0734143767393 243.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>age</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(745.131522077729 62.75 ) \">\n",
       "      <rect x=\"0.0\" y=\"0.0\" height=\"78.5\" width=\"104.8684779222711\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\">\n",
       "      </rect>\n",
       "      <g transform=\"translate(5.0 5.0 ) \">\n",
       "        <g transform=\"translate(0.0 12.0 ) \">\n",
       "          <text class=\"legend-title\" y=\"0.0\">\n",
       "            <tspan>survived</tspan>\n",
       "          </text>\n",
       "        </g>\n",
       "        <g transform=\"translate(0.0 22.5 ) \">\n",
       "          <g transform=\"\">\n",
       "            <g>\n",
       "              <g transform=\"translate(1.0 1.0 ) \">\n",
       "                <g>\n",
       "                  <rect x=\"0.0\" y=\"0.0\" height=\"21.0\" width=\"21.0\" stroke=\"rgb(255,102,50)\" stroke-opacity=\"1.0\" fill=\"rgb(163,153,153)\" fill-opacity=\"1.0\" stroke-width=\"1.5\">\n",
       "                  </rect>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(26.9903027277341 16.05 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>Survived</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 23.0 ) \">\n",
       "            <g>\n",
       "              <g transform=\"translate(1.0 1.0 ) \">\n",
       "                <g>\n",
       "                  <rect x=\"0.0\" y=\"0.0\" height=\"21.0\" width=\"21.0\" stroke=\"rgb(76,76,76)\" stroke-opacity=\"1.0\" fill=\"rgb(163,153,153)\" fill-opacity=\"1.0\" stroke-width=\"1.5\">\n",
       "                  </rect>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(26.9903027277341 16.05 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>Died</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 250.0 L850.0 250.0 L850.0 0.0 Z\" pointer-events=\"none\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"dTJqRGD\">\n",
       "  </g>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"d8511402-d1b5-4fe6-a563-ef251bedaab2\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "mapping": {},
        "data": {
         "&merged_groups": [
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died"
         ],
         "survived": [
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Survived",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died",
          "Died"
         ]
        },
        "ggsize": {
         "width": 850.0,
         "height": 250.0
        },
        "kind": "plot",
        "scales": [
         {
          "aesthetic": "x",
          "name": "age",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "x",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "y",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "fill",
          "discrete": true
         },
         {
          "aesthetic": "color",
          "values": [
           "#ff6632",
           "#4c4c4c"
          ],
          "limits": [
           "Survived",
           "Died"
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "x": "x",
           "y": "density",
           "fill": "survived",
           "color": "survived",
           "group": "&merged_groups"
          },
          "stat": "identity",
          "data": {
           "&merged_groups": [
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died"
           ],
           "density": [
            0.007603449598253003,
            0.007839311760184098,
            0.008065122210652623,
            0.008279887668496458,
            0.008482691057487888,
            0.008672700036986326,
            0.008849174394524628,
            0.009011472200546811,
            0.009159054650167217,
            0.009291489542623441,
            0.009408453375387026,
            0.009509732056020143,
            0.00959522026019833,
            0.009664919488273522,
            0.009718934894802203,
            0.00975747098516982,
            0.009780826290433088,
            0.009789387145510154,
            0.009783620706694524,
            0.009764067352064188,
            0.009731332612713885,
            0.009686078783931913,
            0.009629016363644119,
            0.009560895460867686,
            0.009482497309835443,
            0.009394626016171106,
            0.009298100650353837,
            0.009193747791050746,
            0.009082394607066828,
            0.008964862552007881,
            0.008841961730592957,
            0.008714485980202288,
            0.008583208695977824,
            0.008448879412869075,
            0.008312221143653807,
            0.008173928458372887,
            0.00803466627795961,
            0.007895069343282015,
            0.007755742310462583,
            0.007617260414313915,
            0.007480170634106047,
            0.007344993289742324,
            0.007212223991808518,
            0.007082335865910689,
            0.006955781970247384,
            0.0068329978254636475,
            0.006714403977472512,
            0.0066004085170665045,
            0.006491409484677464,
            0.006387797094495143,
            0.006289955719169018,
            0.0061982655843525174,
            0.006113104131210684,
            0.006034847014498778,
            0.005963868713708321,
            0.0059005427448385675,
            0.005845241470333389,
            0.005798335514401441,
            0.005760192800072672,
            0.005731177232720742,
            0.005711647062219298,
            0.005701952962227557,
            0.005702435870200304,
            0.005713424635511115,
            0.00573523352551142,
            0.005768159640441861,
            0.005812480287911493,
            0.0058684503662465365,
            0.00593629980353222,
            0.006016231095767982,
            0.0061084169834313955,
            0.006212998301086015,
            0.006330082029696965,
            0.006459739576228963,
            0.006602005300095898,
            0.006756875301294032,
            0.00692430648071211,
            0.0071042158793068015,
            0.007296480299626792,
            0.007500936210605247,
            0.007717379934606831,
            0.007945568114377174,
            0.008185218456703655,
            0.008436010749146404,
            0.008697588146001644,
            0.008969558719537753,
            0.00925149727235514,
            0.009542947406270224,
            0.009843423842275432,
            0.010152414984733618,
            0.010469385720924278,
            0.010793780444299423,
            0.011125026286304981,
            0.011462536537402765,
            0.011805714233053818,
            0.012153955875030927,
            0.012506655252684153,
            0.01286320732289012,
            0.013223012101661042,
            0.013585478515005509,
            0.013950028151964772,
            0.01431609885906845,
            0.0146831481130585,
            0.015050656107926793,
            0.015418128493283027,
            0.01578509870406988,
            0.01615112982674939,
            0.01651581595441163,
            0.01687878299274578,
            0.0172396888904117,
            0.017598223280847588,
            0.017954106537705097,
            0.018307088262559827,
            0.018656945240902837,
            0.019003478920187274,
            0.01934651248136131,
            0.01968588759230367,
            0.020021460947294907,
            0.02035310071054009,
            0.020680682993231843,
            0.02100408850216467,
            0.02132319950303581,
            0.021637897242863288,
            0.021948059973113387,
            0.022253561707947556,
            0.022554271840347993,
            0.0228500557227964,
            0.023140776298774604,
            0.023426296846904747,
            0.023706484871415336,
            0.023981217141313127,
            0.024250385846759603,
            0.02451390580539729,
            0.024771722614539464,
            0.025023821608058664,
            0.025270237440442905,
            0.02551106408573334,
            0.025746465006899276,
            0.025976683222609567,
            0.026202050974263095,
            0.02642299867742139,
            0.02664006282931548,
            0.026853892538582343,
            0.02706525434550085,
            0.02727503501127002,
            0.02748424197362665,
            0.027694001193641897,
            0.027905552154801214,
            0.028120239820388533,
            0.028339503408332713,
            0.02856486190347115,
            0.028797896294814575,
            0.02904022859883757,
            0.029293497807736282,
            0.029559332982583977,
            0.029839323793614644,
            0.030134988891621684,
            0.030447742573676925,
            0.030778860280906848,
            0.03112944353370254,
            0.031500384968356505,
            0.031892334186473394,
            0.03230566516269781,
            0.03274044597536654,
            0.03319641162719926,
            0.033672940707726536,
            0.03416903661504288,
            0.034683314001234075,
            0.035213991033585544,
            0.03575888797304403,
            0.036315432463600465,
            0.03688067180304666,
            0.03745129232919425,
            0.0380236459090281,
            0.03859378336457084,
            0.03915749451222387,
            0.039710354335874755,
            0.04024777466233878,
            0.0407650605648623,
            0.04125747059063954,
            0.041720279795479306,
            0.04214884447653051,
            0.042538667425439304,
            0.04288546248207291,
            0.04318521715482137,
            0.04343425208866562,
            0.043629276206899915,
            0.04376743642611207,
            0.043846360945307715,
            0.04386419523667216,
            0.04381963001436841,
            0.043711920625264175,
            0.043540897487239695,
            0.04330696739203422,
            0.0430111056853426,
            0.0426548395319112,
            0.042240222662490536,
            0.041769802177696214,
            0.04124657814644704,
            0.04067395687952865,
            0.0400556988784116,
            0.03939586255291493,
            0.03869874486663006,
            0.0379688201050199,
            0.03721067796752177,
            0.03642896216235467,
            0.03562831063249602,
            0.03481329846560542,
            0.033988384442383765,
            0.033157862060374244,
            0.032325815737391454,
            0.03149608275474146,
            0.030672221349501847,
            0.029857485211670313,
            0.0290548044901884,
            0.028266773265664596,
            0.027495643310650165,
            0.02674332383372249,
            0.02601138679402167,
            0.025301077280279513,
            0.024613328374218216,
            0.02394877986324923,
            0.02330780013184463,
            0.022690510544395734,
            0.02209681163385595,
            0.02152641042859923,
            0.020978848282913982,
            0.02045352862228668,
            0.01994974407080603,
            0.019466702492186832,
            0.019003551545592953,
            0.018559401430201183,
            0.018133345565977156,
            0.017724479030302158,
            0.017331914639016326,
            0.01695479662452245,
            0.01659231192153555,
            0.016243699121904487,
            0.015908255203029152,
            0.015585340169442198,
            0.015274379774089505,
            0.014974866504983041,
            0.014686359034696133,
            0.014408480335294195,
            0.014140914660565844,
            0.013883403591752018,
            0.013635741333339287,
            0.01339776943286046,
            0.013169371083982216,
            0.012950465156333364,
            0.012741000079327132,
            0.012540947691324996,
            0.012350297150414238,
            0.012169048989229188,
            0.01199720938388984,
            0.01183478469639206,
            0.011681776340657635,
            0.011538176014834095,
            0.01140396133613835,
            0.011279091909298636,
            0.0111635058551781,
            0.01105711682213836,
            0.010959811498823935,
            0.01087144764302936,
            0.0107918526369214,
            0.010720822573950588,
            0.01065812187719441,
            0.010603483442599234,
            0.010556609293677346,
            0.010517171726791097,
            0.010484814918404278,
            0.010459156957849096,
            0.01043979226152643,
            0.010426294317342379,
            0.010418218701900156,
            0.010415106307823087,
            0.010416486714859449,
            0.010421881636346705,
            0.010430808372366455,
            0.01044278320260424,
            0.010457324655562955,
            0.010473956596306913,
            0.010492211082188847,
            0.010511630944811261,
            0.010531772066500692,
            0.010552205330468198,
            0.010572518235192828,
            0.010592316174958859,
            0.010611223399465656,
            0.01062888367557249,
            0.010644960683138211,
            0.010659138184211119,
            0.01067112001022222,
            0.010680629915124668,
            0.010687411343473853,
            0.010691227161229982,
            0.01069185939365083,
            0.010689109009193785,
            0.01068279578111335,
            0.010672758249755148,
            0.010658853798807945,
            0.010640958848424836,
            0.01061896915763887,
            0.010592800218358645,
            0.010562387713904893,
            0.010527688006978227,
            0.010488678615512009,
            0.010445358630380142,
            0.010397749026627066,
            0.010345892819905812,
            0.01028985502218702,
            0.010229722355475122,
            0.01016560268907531,
            0.01009762417464178,
            0.010025934063468595,
            0.00995069720185547,
            0.009872094212436925,
            0.009790319381618633,
            0.009705578285220532,
            0.009618085195591897,
            0.009528060323378008,
            0.009435726955365905,
            0.009341308556067053,
            0.009245025904633853,
            0.009147094340168443,
            0.009047721187376003,
            0.008947103430847689,
            0.008845425700135577,
            0.008742858619400683,
            0.008639557565059552,
            0.008535661862878897,
            0.008431294442790033,
            0.008326561955772865,
            0.008221555342980379,
            0.008116350833331124,
            0.008011011332574775,
            0.007905588154786931,
            0.0078001230367882365,
            0.00769465036745904,
            0.007589199557617602,
            0.007483797472247546,
            0.00737847084551377,
            0.007273248600220427,
            0.007168163997077009,
            0.007063256545198314,
            0.006958573613444085,
            0.006854171692205845,
            0.006750117266716301,
            0.006646487275489749,
            0.006543369140672008,
            0.006440860370439944,
            0.006339067746704194,
            0.006238106123809524,
            0.006138096875304356,
            0.006039166035818151,
            0.0059414421933535345,
            0.005845054193644518,
            0.005750128722501491,
            0.005656787834180453,
            0.005565146493777615,
            0.005475310199534209,
            0.00538737274688268,
            0.005301414190278889,
            0.005217499051602557,
            0.005135674815469902,
            0.00505597074251577,
            0.0049783970219136366,
            0.004902944274458668,
            0.004829583407780188,
            0.004758265815992401,
            0.004688923907619817,
            0.004621471938188196,
            0.004555807117644434,
            0.004491810957897619,
            0.0044293508223363955,
            0.004368281637196868,
            0.004308447724094003,
            0.004249684713800282,
            0.004191821503323186,
            0.004134682221324598,
            0.004078088170736741,
            0.004021859721836981,
            0.003965818133814373,
            0.003909787287760783,
            0.0038535953188255432,
            0.0037970761397819867,
            0.0037400708522892017,
            0.003682429045551002,
            0.0036240099847711983,
            0.003564683693716089,
            0.003504331936800863,
            0.0034428491064351476,
            0.0033801430209530097,
            0.003316135637406488,
            0.0032507636819395372,
            0.003183979198523972,
            0.003115750014686943,
            0.0030460601206533594,
            0.0029749099562279896,
            0.0029023165979025394,
            0.0028283138372285107,
            0.002752952140560903,
            0.0026762984799373166,
            0.00259843602516778,
            0.0025194636881962435,
            0.0024394955124459067,
            0.0023586599021354652,
            0.002277098689381093,
            0.002194966040182245,
            0.002112427204009193,
            0.0020296571155322424,
            0.0019468388609122323,
            0.0018641620248604504,
            0.0017818209382287659,
            0.0017000128490692757,
            0.0016189360427850126,
            0.001538787939074198,
            0.0014597631947682415,
            0.0013820518423219184,
            0.001305837493602159,
            0.0012312956377379606,
            0.0011585920601617668,
            0.0010878814076418007,
            0.0010193059211470199,
            9.529943548932429E-4,
            8.890610959963795E-4,
            8.276054949250565E-4,
            7.687114125239009E-4,
            7.124469848969296E-4,
            6.588646030215655E-4,
            6.080010997258506E-4,
            5.598781327114834E-4,
            5.145027487388296E-4,
            4.718681109861509E-4,
            4.3195436901677196E-4,
            3.947296487793495E-4,
            3.601511386546962E-4,
            3.281662467560602E-4,
            2.98713804480758E-4,
            2.7172529167567564E-4,
            2.4712605968034104E-4,
            2.2483652989993962E-4,
            2.0477334737877855E-4,
            1.868504710265469E-4,
            1.7098018462542093E-4,
            1.5707401544258194E-4,
            1.4504355011674117E-4,
            1.3480114040654147E-4,
            1.2626049431393289E-4,
            1.193371509613402E-4,
            1.139488403476733E-4,
            1.100157316806959E-4,
            1.0746057633440958E-4,
            1.0620875356923659E-4,
            1.0618822894645773E-4,
            1.0732943684036045E-4,
            1.09565099583052E-4,
            1.1282999655624765E-4,
            1.1706069696711815E-4,
            1.2219527011404495E-4,
            1.2817298667230274E-4,
            1.3493402392541934E-4,
            1.4241918695775472E-4,
            1.5056965663642237E-4,
            1.5932677378050188E-4,
            1.686318672822708E-4,
            1.7842613215341354E-4,
            1.886505615671334E-4,
            1.9924593500623798E-4,
            2.10152862660925E-4,
            2.2131188430231467E-4,
            2.3266361904220715E-4,
            2.4414896072768964E-4,
            2.5570931225889275E-4,
            2.672868509023079E-4,
            2.7882481573686353E-4,
            2.902678077437635E-4,
            3.015620927529918E-4,
            3.126558974985427E-4,
            3.234996894089588E-4,
            3.34046431456877E-4,
            3.442518043870456E-4,
            3.540743899022862E-4,
            3.634758098669618E-4,
            3.7242081823537387E-4,
            3.80877344168965E-4,
            3.8881648660762914E-4,
            3.9621246234072805E-4,
            4.030425113165905E-4,
            4.092867644718484E-4,
            4.1492808069561876E-4,
            4.1995186061716093E-4,
            4.2434584567773614E-4,
            4.280999113876095E-4,
            4.312058637597098E-4,
            4.3365724764799266E-4,
            4.3544917511041296E-4,
            4.365781809863268E-4,
            4.370421116615511E-4,
            4.368400515379037E-4,
            4.3597229008399455E-4,
            4.3444033058378975E-4,
            4.3224693988714414E-4,
            4.2939623667226097E-4,
            4.258938140231844E-4,
            4.21746890571692E-4,
            4.16964483111818E-4,
            4.1155759251767815E-4,
            4.0553939402167917E-4,
            3.9892542246898737E-4,
            3.917337430706528E-4,
            3.8398509843388983E-4,
            0.0029062365005629266,
            0.0030391527847771164,
            0.0031668919744145974,
            0.0032884746340393466,
            0.003402980967753703,
            0.003509567479581156,
            0.00360748243833365,
            0.003696079747824025,
            0.0037748308626115857,
            0.0038433344411442833,
            0.0039013234904063266,
            0.003948669826752153,
            0.003985385753899541,
            0.004011622938203209,
            0.004027668540355853,
            0.004033938738596153,
            0.004030969848528143,
            0.004019407306233326,
            0.003999992832341977,
            0.0039735501334697615,
            0.003940969522815904,
            0.0039031918532668017,
            0.0038611921541590066,
            0.003815963347635062,
            0.003768500393518182,
            0.003719785174556258,
            0.003670772388835858,
            0.00362237666550141,
            0.0035754610661376043,
            0.003530827079806489,
            0.003489206167194613,
            0.003451252860820749,
            0.0034175393856662327,
            0.0033885517294028815,
            0.003364687064632342,
            0.003346252407750602,
            0.003333464390241091,
            0.0033264500179238906,
            0.0033252483010466067,
            0.003329812651811846,
            0.0033400139644114554,
            0.003355644314090144,
            0.003376421234296929,
            0.0034019925527144085,
            0.003431941786108286,
            0.003465794108943032,
            0.0035030229202918303,
            0.0035430570368231726,
            0.0035852885360702267,
            0.003629081263731115,
            0.0036737800017816492,
            0.0037187202715137768,
            0.0037632387184088237,
            0.00380668399549765,
            0.003848428030255067,
            0.003887877528957713,
            0.003924485543674605,
            0.003957762902447083,
            0.003987289284378467,
            0.0040127237096472135,
            0.0040338142109118055,
            0.004050406457808574,
            0.004062451120453526,
            0.004070009780782478,
            0.004073259231501483,
            0.004072494040256928,
            0.004068127299899247,
            0.004060689532634898,
            0.004050825764472147,
            0.00403929083457428,
            0.004026943049848374,
            0.004014736336312682,
            0.004003711073687707,
            0.003994983826716562,
            0.003989736204771144,
            0.003989203089598251,
            0.003994660469330579,
            0.004007413105350239,
            0.004028782237954813,
            0.0040600935082127886,
            0.004102665238506404,
            0.004157797174986187,
            0.004226759753718865,
            0.004310783911062777,
            0.004411051420165443,
            0.004528685701781123,
            0.004664743030977528,
            0.004820204043549964,
            0.004995965438467559,
            0.005192831776294158,
            0.005411507288519866,
            0.00565258763875261,
            0.005916551612718983,
            0.006203752758389017,
            0.006514411048050365,
            0.006848604688098331,
            0.007206262256627006,
            0.007587155400266581,
            0.007990892366750078,
            0.008416912685121253,
            0.00886448332830355,
            0.009332696700422163,
            0.009820470781844294,
            0.010326551737262553,
            0.010849519245952647,
            0.01138779474928999,
            0.01193965273030292,
            0.012503235046099475,
            0.013076568229831621,
            0.01365758356875676,
            0.014244139653687739,
            0.014834046987869278,
            0.01542509414547479,
            0.01601507488656132,
            0.016601815571302286,
            0.017183202175648282,
            0.01775720619637121,
            0.018321908747682733,
            0.01887552219488873,
            0.01941640874202859,
            0.019943095487857092,
            0.02045428558421989,
            0.020948865267816936,
            0.021425906684650022,
            0.021884666579267683,
            0.022324581071164543,
            0.022745256881124505,
            0.023146459494212644,
            0.02352809884737029,
            0.023890213203472684,
            0.0242329519166566,
            0.024556557804152255,
            0.024861349817748252,
            0.025147706655297357,
            0.025416051873049874,
            0.025666840958180566,
            0.025900550704172617,
            0.02611767110688764,
            0.02631869987396119,
            0.02650413952205874,
            0.026674496932546945,
            0.026830285152212755,
            0.026972027166285557,
            0.027100261338970914,
            0.02721554821282428,
            0.027318478381368062,
            0.027409681196257807,
            0.027489834136090192,
            0.02755967274210361,
            0.02762000110907836,
            0.027671702999402,
            0.027715753716164235,
            0.027753232919315956,
            0.0277853385901964,
            0.027813402338346633,
            0.027838906196490112,
            0.027863500962780206,
            0.0278890260243421,
            0.027917530435297665,
            0.027951294831008923,
            0.027992853545472134,
            0.028045016070015572,
            0.02811088675985013,
            0.02819388147309822,
            0.02829773962813331,
            0.02842653000332768,
            0.02858464849239547,
            0.028776805981603863,
            0.029008004544075965,
            0.029283500261163803,
            0.02960875118900266,
            0.029989349294234014,
            0.030430935587306276,
            0.03093909818139534,
            0.03151925359195559,
            0.0321765122535053,
            0.032915529949018904,
            0.03374034760067803,
            0.03465422263212276,
            0.03565945585085423,
            0.03675721848157173,
            0.03794738457151384,
            0.03922837445156463,
            0.04059701523758897,
            0.04204842446401618,
            0.04357592282998585,
            0.045170981688398844,
            0.04682321030973512,
            0.0485203871056733,
            0.05024853791376216,
            0.05199206314735993,
            0.05373391414020464,
            0.05545581740933492,
            0.05713854388050145,
            0.05876221843154273,
            0.06030666348151673,
            0.061751768858780184,
            0.06307787889034476,
            0.06426618663313802,
            0.06529912447177849,
            0.06616073998155102,
            0.0668370460285618,
            0.06731633456360868,
            0.06758944445534797,
            0.06764997497645935,
            0.06749443815990151,
            0.06712234512098002,
            0.06653622352094385,
            0.06574156554536742,
            0.0647467079955462,
            0.06356264825227341,
            0.06220280188011825,
            0.06068270941612554,
            0.05901970136025679,
            0.05723253150165488,
            0.05534098943780767,
            0.053365503454625124,
            0.05132674483520954,
            0.04924524417301452,
            0.047141029417340455,
            0.0450332942262403,
            0.04294010380547989,
            0.040878143841487836,
            0.03886251646402164,
            0.036906585473316864,
            0.035021871405844784,
            0.03321799545465106,
            0.031502669857500505,
            0.02988173116042306,
            0.02835921178522237,
            0.026937444594015772,
            0.025617194656669288,
            0.02439781218170313,
            0.023277400551771788,
            0.022252993587311774,
            0.02132073651675122,
            0.02047606562553765,
            0.019713882154311007,
            0.019028716684292662,
            0.01841488095269475,
            0.017866604753174357,
            0.01737815627058022,
            0.016943944854589072,
            0.016558605837212477,
            0.016217067533189234,
            0.015914601022911933,
            0.015646853701615192,
            0.015409867886096587,
            0.015200086003869108,
            0.01501434405383031,
            0.014849855128047408,
            0.014704184827589359,
            0.014575220398297284,
            0.01446113536176098,
            0.014360351329119976,
            0.014271498566842055,
            0.014193376740158187,
            0.014124917096776001,
            0.01406514717593291,
            0.014013158940583083,
            0.013968081038099907,
            0.013929055701679247,
            0.013895220614824443,
            0.013865695878840026,
            0.013839576051862257,
            0.013815927070986382,
            0.013793787729480016,
            0.013772175261361078,
            0.013750094487667834,
            0.013726549903791716,
            0.013700560035859025,
            0.013671173366189443,
            0.013637485122528043,
            0.013598654241597528,
            0.013553919852566291,
            0.013502616677837125,
            0.013444188814360606,
            0.013378201435500482,
            0.013304350038262087,
            0.01322246695043703,
            0.013132524904041234,
            0.01303463757269962,
            0.012929057059019136,
            0.012816168401494533,
            0.01269648124746736,
            0.012570618907825478,
            0.012439305069537792,
            0.012303348493128306,
            0.012163626063420302,
            0.012021064593167641,
            0.011876621800550548,
            0.011731266893091653,
            0.011585961192601402,
            0.011441639228617354,
            0.011299190711852173,
            0.011159443774867071,
            0.011023149835054742,
            0.010890970395635765,
            0.010763466054413534,
            0.010641087938268803,
            0.010524171724681564,
            0.010412934350951787,
            0.010307473448383632,
            0.010207769473758135,
            0.010113690445328038,
            0.010024999126804818,
            0.00994136244193819,
            0.009862362845912784,
            0.009787511329525787,
            0.009716261689527456,
            0.009648025665084893,
            0.009582188517390339,
            0.009518124618090202,
            0.009455212613300562,
            0.009392849744007337,
            0.00933046493075034,
            0.009267530270360765,
            0.00920357064440085,
            0.009138171201610198,
            0.00907098254839167,
            0.009001723560018106,
            0.008930181808260402,
            0.0088562116856501,
            0.008779730389483572,
            0.008700712006728522,
            0.008619180010992537,
            0.008535198541615862,
            0.008448862880018001,
            0.00836028956738376,
            0.00826960661893485,
            0.008176944282419914,
            0.008082426761884467,
            0.007986165282911255,
            0.007888252813861853,
            0.0077887606815312364,
            0.007687737232115873,
            0.007585208593178032,
            0.007481181493508234,
            0.007375647999854614,
            0.007268591936874755,
            0.007159996673681329,
            0.007049853890929799,
            0.006938172889888415,
            0.0068249899719331104,
            0.0067103774051261444,
            0.00659445150468061,
            0.006477379385864049,
            0.006359383999910559,
            0.006240747133490142,
            0.006121810137075118,
            0.006002972243302279,
            0.0058846864388126495,
            0.00576745295742428,
            0.005651810564168807,
            0.005538325894177869,
            0.005427581193505134,
            0.005320160877161831,
            0.005216637370111527,
            0.005117556727765045,
            0.0050234245426232635,
            0.004934692633083581,
            0.0048517469799441906,
            0.004774897327569532,
            0.004704368802542384,
            0.004640295826057482,
            0.004582718510890494,
            0.004531581643338946,
            0.004486736258979805,
            0.004447943732194564,
            0.004414882216652507,
            0.004387155200340734,
            0.0043643018767402925,
            0.0043458089851699895,
            0.004331123739253178,
            0.0043196674432995465,
            0.0043108493918514275,
            0.004304080656830844,
            0.004298787388233567,
            0.0042944232863452135,
            0.004290480943927685,
            0.004286501803530635,
            0.004282084525804231,
            0.00427689161731635,
            0.004270654219008668,
            0.004263175007440956,
            0.004254329209080716,
            0.004244063772151502,
            0.004232394780352682,
            0.004219403227807103,
            0.0042052293048345105,
            0.004190065369729482,
            0.004174147802898086,
            0.004157747956772827,
            0.00414116242815159,
            0.0041247028891824924,
            0.004108685719216841,
            0.004093421682116506,
            0.004079205892140956,
            0.00406630830595972,
            0.004054964968284217,
            0.004045370223729302,
            0.004037670087502205,
            0.004031956942204228,
            0.004028265697440948,
            0.004026571513336278,
            0.004026789148984114,
            0.004028773953198141,
            0.004032324468781024,
            0.004037186574340405,
            0.004043059041058546,
            0.004049600337545702,
            0.004056436475800626,
            0.004063169657148543,
            0.004069387450463806,
            0.004074672217402092,
            0.004078610491817323,
            0.004080802023660963,
            0.004080868211627134,
            0.004078459673290559,
            0.004073262735661694,
            0.004065004671658156,
            0.0040534575572500125,
            0.0040384406779249635,
            0.004019821469343683,
            0.003997515033192719,
            0.00397148232286349,
            0.003941727142375376,
            0.003908292143835089,
            0.0038712540419326576,
            0.0038307182871837988,
            0.0037868134519879913,
            0.0037396855847437946,
            0.0036894927774355716,
            0.0036364001719690732,
            0.0035805756012360686,
            0.0035221860239690963,
            0.003461394869748128,
            0.0033983603640883025,
            0.003333234855516408,
            0.0032661651190706415,
            0.003197293565761136,
            0.003126760247035466,
            0.0030547055087571297,
            0.0029812731218458186,
            0.002906613697398229,
            0.002830888183274136,
            0.0027542712368832712,
            0.0026769542749757354,
            0.0025991480150388897,
            0.0025210843435880107,
            0.00244301737315062,
            0.002365223580887971,
            0.0022880009562921896,
            0.002211667121940966,
            0.002136556428610232,
            0.002063016062931652,
            0.001991401241132745,
            0.0019220695952266284,
            0.0018553748874746612,
            0.0017916602143080698,
            0.0017312508815759083,
            0.0016744471485203832,
            0.0016215170479134688,
            0.0015726894940765632,
            0.0015281478889021167,
            0.0014880244284612648,
            0.0014523952993761695,
            0.0014212769350372162,
            0.001394623477255661,
            0.0013723255595024164,
            0.0013542104940861572,
            0.0013400439082196115,
            0.0013295328338263758,
            0.001322330214221005,
            0.0013180407486626453,
            0.001316227954558602,
            0.0013164222881732203,
            0.0013181301294966647,
            0.001320843406828311,
            0.001324049612910829,
            0.0013272419482260349,
            0.0013299293192119092,
            0.0013316459202701852,
            0.0013319601387549512,
            0.0013304825415418329,
            0.0013268727297643856,
            0.0013208448839767003,
            0.0013121718641098256,
            0.0013006877755752607,
            0.001286288962927455,
            0.0012689334436606226,
            0.001248638844942996,
            0.0012254789533693408,
            0.001199579030250958,
            0.0011711100808900967,
            0.0011402822943328208,
            0.0011073378892591237,
            0.0010725436113643504,
            0.0010361831276660125,
            9.985495539285613E-4,
            9.599383335493172E-4,
            9.206406608771076E-4,
            8.809376104373448E-4,
            8.410950975393149E-4,
            8.01359757009893E-4,
            7.619557871475812E-4,
            7.230827671886728E-4,
            6.849144202590918E-4,
            6.475982613757575E-4,
            6.112560427156963E-4,
            5.759848869307265E-4,
            5.418589842531225E-4
           ],
           "x": [
            0.1667,
            0.3229295499021526,
            0.47915909980430527,
            0.6353886497064578,
            0.7916181996086105,
            0.9478477495107631,
            1.1040772994129158,
            1.2603068493150684,
            1.416536399217221,
            1.5727659491193737,
            1.7289954990215264,
            1.885225048923679,
            2.0414545988258315,
            2.1976841487279843,
            2.3539136986301368,
            2.5101432485322897,
            2.666372798434442,
            2.8226023483365945,
            2.9788318982387474,
            3.1350614481409,
            3.2912909980430527,
            3.447520547945205,
            3.603750097847358,
            3.7599796477495104,
            3.916209197651663,
            4.072438747553815,
            4.228668297455968,
            4.38489784735812,
            4.541127397260273,
            4.697356947162426,
            4.853586497064579,
            5.009816046966731,
            5.166045596868884,
            5.3222751467710365,
            5.4785046966731885,
            5.634734246575341,
            5.790963796477494,
            5.947193346379647,
            6.103422896281799,
            6.259652446183952,
            6.415881996086105,
            6.572111545988257,
            6.72834109589041,
            6.884570645792563,
            7.0408001956947155,
            7.1970297455968675,
            7.35325929549902,
            7.509488845401173,
            7.665718395303325,
            7.821947945205478,
            7.978177495107631,
            8.134407045009784,
            8.290636594911938,
            8.44686614481409,
            8.603095694716242,
            8.759325244618395,
            8.915554794520547,
            9.0717843444227,
            9.228013894324853,
            9.384243444227005,
            9.540472994129159,
            9.69670254403131,
            9.852932093933463,
            10.009161643835617,
            10.165391193737769,
            10.32162074363992,
            10.477850293542074,
            10.634079843444226,
            10.790309393346378,
            10.946538943248532,
            11.102768493150684,
            11.258998043052838,
            11.41522759295499,
            11.571457142857142,
            11.727686692759296,
            11.883916242661448,
            12.0401457925636,
            12.196375342465753,
            12.352604892367905,
            12.508834442270057,
            12.665063992172211,
            12.821293542074363,
            12.977523091976515,
            13.133752641878669,
            13.28998219178082,
            13.446211741682975,
            13.602441291585126,
            13.758670841487278,
            13.914900391389432,
            14.071129941291584,
            14.227359491193736,
            14.38358904109589,
            14.539818590998042,
            14.696048140900194,
            14.852277690802348,
            15.0085072407045,
            15.164736790606652,
            15.320966340508805,
            15.477195890410957,
            15.633425440313111,
            15.789654990215263,
            15.945884540117415,
            16.10211409001957,
            16.25834363992172,
            16.414573189823873,
            16.570802739726023,
            16.727032289628177,
            16.88326183953033,
            17.03949138943248,
            17.195720939334635,
            17.35195048923679,
            17.50818003913894,
            17.664409589041092,
            17.820639138943246,
            17.976868688845396,
            18.13309823874755,
            18.289327788649704,
            18.445557338551858,
            18.601786888454008,
            18.75801643835616,
            18.914245988258315,
            19.070475538160466,
            19.22670508806262,
            19.382934637964773,
            19.539164187866923,
            19.695393737769077,
            19.85162328767123,
            20.00785283757338,
            20.164082387475535,
            20.32031193737769,
            20.47654148727984,
            20.632771037181993,
            20.789000587084146,
            20.945230136986297,
            21.10145968688845,
            21.257689236790604,
            21.413918786692754,
            21.570148336594908,
            21.726377886497062,
            21.882607436399212,
            22.038836986301366,
            22.19506653620352,
            22.351296086105673,
            22.507525636007824,
            22.663755185909977,
            22.81998473581213,
            22.97621428571428,
            23.132443835616435,
            23.28867338551859,
            23.44490293542074,
            23.601132485322893,
            23.757362035225047,
            23.913591585127197,
            24.06982113502935,
            24.226050684931504,
            24.382280234833654,
            24.53850978473581,
            24.694739334637962,
            24.850968884540112,
            25.007198434442266,
            25.16342798434442,
            25.31965753424657,
            25.475887084148724,
            25.632116634050877,
            25.788346183953028,
            25.94457573385518,
            26.100805283757335,
            26.25703483365949,
            26.41326438356164,
            26.569493933463793,
            26.725723483365947,
            26.881953033268097,
            27.03818258317025,
            27.194412133072404,
            27.350641682974555,
            27.50687123287671,
            27.663100782778862,
            27.819330332681012,
            27.975559882583166,
            28.13178943248532,
            28.28801898238747,
            28.444248532289624,
            28.600478082191778,
            28.756707632093928,
            28.91293718199608,
            29.069166731898235,
            29.225396281800386,
            29.38162583170254,
            29.537855381604693,
            29.694084931506843,
            29.850314481408997,
            30.00654403131115,
            30.1627735812133,
            30.319003131115455,
            30.47523268101761,
            30.631462230919762,
            30.787691780821913,
            30.943921330724066,
            31.10015088062622,
            31.25638043052837,
            31.412609980430524,
            31.568839530332678,
            31.725069080234828,
            31.881298630136982,
            32.03752818003914,
            32.19375772994129,
            32.34998727984344,
            32.50621682974559,
            32.66244637964775,
            32.8186759295499,
            32.97490547945205,
            33.131135029354205,
            33.287364579256355,
            33.443594129158505,
            33.59982367906066,
            33.75605322896281,
            33.91228277886496,
            34.06851232876712,
            34.22474187866927,
            34.38097142857142,
            34.53720097847358,
            34.69343052837573,
            34.84966007827788,
            35.005889628180036,
            35.162119178082186,
            35.318348727984336,
            35.47457827788649,
            35.630807827788644,
            35.787037377690794,
            35.94326692759295,
            36.0994964774951,
            36.25572602739726,
            36.41195557729941,
            36.56818512720156,
            36.72441467710372,
            36.88064422700587,
            37.03687377690802,
            37.193103326810174,
            37.349332876712324,
            37.505562426614475,
            37.66179197651663,
            37.81802152641878,
            37.97425107632093,
            38.13048062622309,
            38.28671017612524,
            38.44293972602739,
            38.59916927592955,
            38.7553988258317,
            38.91162837573385,
            39.067857925636005,
            39.224087475538155,
            39.380317025440306,
            39.53654657534246,
            39.69277612524461,
            39.84900567514676,
            40.00523522504892,
            40.16146477495107,
            40.31769432485322,
            40.47392387475538,
            40.63015342465753,
            40.78638297455968,
            40.942612524461836,
            41.098842074363986,
            41.25507162426614,
            41.411301174168294,
            41.567530724070444,
            41.723760273972594,
            41.87998982387475,
            42.0362193737769,
            42.19244892367905,
            42.34867847358121,
            42.50490802348336,
            42.66113757338551,
            42.81736712328767,
            42.97359667318982,
            43.12982622309197,
            43.286055772994125,
            43.442285322896275,
            43.598514872798425,
            43.75474442270058,
            43.91097397260273,
            44.06720352250488,
            44.22343307240704,
            44.37966262230919,
            44.53589217221135,
            44.6921217221135,
            44.84835127201565,
            45.004580821917806,
            45.160810371819956,
            45.317039921722106,
            45.47326947162426,
            45.629499021526414,
            45.785728571428564,
            45.94195812133072,
            46.09818767123287,
            46.25441722113502,
            46.41064677103718,
            46.56687632093933,
            46.72310587084148,
            46.87933542074364,
            47.03556497064579,
            47.19179452054794,
            47.348024070450094,
            47.504253620352245,
            47.660483170254395,
            47.81671272015655,
            47.9729422700587,
            48.12917181996085,
            48.28540136986301,
            48.44163091976516,
            48.59786046966731,
            48.75409001956947,
            48.91031956947162,
            49.06654911937377,
            49.222778669275925,
            49.379008219178075,
            49.535237769080226,
            49.69146731898238,
            49.84769686888453,
            50.00392641878668,
            50.16015596868884,
            50.31638551859099,
            50.47261506849314,
            50.6288446183953,
            50.78507416829745,
            50.9413037181996,
            51.097533268101756,
            51.253762818003906,
            51.40999236790606,
            51.566221917808214,
            51.722451467710364,
            51.878681017612514,
            52.03491056751467,
            52.19114011741682,
            52.34736966731898,
            52.50359921722113,
            52.65982876712328,
            52.81605831702544,
            52.97228786692759,
            53.12851741682974,
            53.284746966731895,
            53.440976516634045,
            53.597206066536195,
            53.75343561643835,
            53.9096651663405,
            54.06589471624265,
            54.22212426614481,
            54.37835381604696,
            54.53458336594911,
            54.69081291585127,
            54.84704246575342,
            55.00327201565557,
            55.159501565557726,
            55.315731115459876,
            55.471960665362026,
            55.62819021526418,
            55.784419765166334,
            55.940649315068484,
            56.09687886497064,
            56.25310841487279,
            56.40933796477494,
            56.5655675146771,
            56.72179706457925,
            56.8780266144814,
            57.03425616438356,
            57.19048571428571,
            57.34671526418786,
            57.502944814090014,
            57.659174363992165,
            57.815403913894315,
            57.97163346379647,
            58.12786301369862,
            58.28409256360077,
            58.44032211350293,
            58.59655166340508,
            58.75278121330723,
            58.90901076320939,
            59.06524031311154,
            59.22146986301369,
            59.377699412915845,
            59.533928962817996,
            59.690158512720146,
            59.8463880626223,
            60.00261761252445,
            60.1588471624266,
            60.31507671232876,
            60.47130626223091,
            60.62753581213307,
            60.78376536203522,
            60.93999491193737,
            61.096224461839526,
            61.252454011741676,
            61.40868356164383,
            61.564913111545984,
            61.721142661448134,
            61.877372211350284,
            62.03360176125244,
            62.18983131115459,
            62.34606086105674,
            62.5022904109589,
            62.65851996086105,
            62.8147495107632,
            62.97097906066536,
            63.12720861056751,
            63.28343816046966,
            63.439667710371815,
            63.595897260273965,
            63.752126810176115,
            63.90835636007827,
            64.06458590998042,
            64.22081545988259,
            64.37704500978474,
            64.53327455968689,
            64.68950410958904,
            64.84573365949119,
            65.00196320939335,
            65.1581927592955,
            65.31442230919765,
            65.4706518590998,
            65.62688140900195,
            65.7831109589041,
            65.93934050880627,
            66.09557005870842,
            66.25179960861057,
            66.40802915851272,
            66.56425870841487,
            66.72048825831702,
            66.87671780821918,
            67.03294735812133,
            67.18917690802348,
            67.34540645792563,
            67.50163600782778,
            67.65786555772993,
            67.8140951076321,
            67.97032465753425,
            68.1265542074364,
            68.28278375733855,
            68.4390133072407,
            68.59524285714285,
            68.75147240704501,
            68.90770195694716,
            69.06393150684931,
            69.22016105675146,
            69.37639060665362,
            69.53262015655577,
            69.68884970645793,
            69.84507925636008,
            70.00130880626223,
            70.15753835616438,
            70.31376790606653,
            70.46999745596868,
            70.62622700587085,
            70.782456555773,
            70.93868610567515,
            71.0949156555773,
            71.25114520547945,
            71.4073747553816,
            71.56360430528376,
            71.71983385518591,
            71.87606340508806,
            72.03229295499021,
            72.18852250489236,
            72.34475205479453,
            72.50098160469668,
            72.65721115459883,
            72.81344070450098,
            72.96967025440313,
            73.12589980430528,
            73.28212935420744,
            73.43835890410959,
            73.59458845401174,
            73.75081800391389,
            73.90704755381604,
            74.06327710371819,
            74.21950665362036,
            74.37573620352251,
            74.53196575342466,
            74.68819530332681,
            74.84442485322896,
            75.00065440313111,
            75.15688395303327,
            75.31311350293542,
            75.46934305283757,
            75.62557260273972,
            75.78180215264187,
            75.93803170254402,
            76.09426125244619,
            76.25049080234834,
            76.40672035225049,
            76.56294990215264,
            76.71917945205479,
            76.87540900195694,
            77.0316385518591,
            77.18786810176125,
            77.3440976516634,
            77.50032720156555,
            77.6565567514677,
            77.81278630136985,
            77.96901585127202,
            78.12524540117417,
            78.28147495107632,
            78.43770450097847,
            78.59393405088062,
            78.75016360078277,
            78.90639315068493,
            79.06262270058708,
            79.21885225048923,
            79.37508180039138,
            79.53131135029354,
            79.68754090019569,
            79.84377045009785,
            80.0,
            0.3333,
            0.47746183953033267,
            0.6216236790606653,
            0.7657855185909981,
            0.9099473581213307,
            1.0541091976516634,
            1.198271037181996,
            1.3424328767123286,
            1.4865947162426614,
            1.6307565557729942,
            1.7749183953033267,
            1.9190802348336593,
            2.063242074363992,
            2.207403913894325,
            2.3515657534246572,
            2.49572759295499,
            2.639889432485323,
            2.7840512720156556,
            2.9282131115459884,
            3.0723749510763207,
            3.2165367906066535,
            3.3606986301369863,
            3.5048604696673187,
            3.6490223091976515,
            3.7931841487279843,
            3.937345988258317,
            4.08150782778865,
            4.225669667318982,
            4.369831506849315,
            4.513993346379648,
            4.658155185909981,
            4.802317025440313,
            4.946478864970646,
            5.090640704500979,
            5.234802544031312,
            5.3789643835616445,
            5.523126223091977,
            5.667288062622309,
            5.811449902152642,
            5.955611741682975,
            6.099773581213308,
            6.24393542074364,
            6.388097260273973,
            6.532259099804306,
            6.676420939334638,
            6.820582778864971,
            6.9647446183953035,
            7.108906457925636,
            7.253068297455969,
            7.397230136986302,
            7.541391976516635,
            7.685553816046967,
            7.8297156555773,
            7.973877495107632,
            8.118039334637965,
            8.262201174168297,
            8.406363013698629,
            8.550524853228962,
            8.694686692759294,
            8.838848532289628,
            8.98301037181996,
            9.127172211350294,
            9.271334050880625,
            9.41549589041096,
            9.559657729941291,
            9.703819569471623,
            9.847981409001957,
            9.992143248532289,
            10.136305088062622,
            10.280466927592954,
            10.424628767123288,
            10.56879060665362,
            10.712952446183953,
            10.857114285714285,
            11.001276125244617,
            11.14543796477495,
            11.289599804305283,
            11.433761643835616,
            11.577923483365948,
            11.722085322896282,
            11.866247162426614,
            12.010409001956946,
            12.15457084148728,
            12.298732681017611,
            12.442894520547945,
            12.587056360078277,
            12.73121819960861,
            12.875380039138943,
            13.019541878669274,
            13.163703718199608,
            13.30786555772994,
            13.452027397260274,
            13.596189236790606,
            13.74035107632094,
            13.884512915851271,
            14.028674755381605,
            14.172836594911937,
            14.316998434442269,
            14.461160273972602,
            14.605322113502934,
            14.749483953033268,
            14.8936457925636,
            15.037807632093934,
            15.181969471624265,
            15.3261313111546,
            15.470293150684931,
            15.614454990215263,
            15.758616829745597,
            15.902778669275929,
            16.046940508806262,
            16.191102348336596,
            16.33526418786693,
            16.47942602739726,
            16.623587866927593,
            16.767749706457927,
            16.91191154598826,
            17.05607338551859,
            17.200235225048925,
            17.34439706457926,
            17.488558904109592,
            17.632720743639922,
            17.776882583170256,
            17.92104442270059,
            18.06520626223092,
            18.209368101761253,
            18.353529941291587,
            18.49769178082192,
            18.64185362035225,
            18.786015459882584,
            18.930177299412918,
            19.074339138943248,
            19.218500978473582,
            19.362662818003916,
            19.50682465753425,
            19.65098649706458,
            19.795148336594913,
            19.939310176125247,
            20.083472015655577,
            20.22763385518591,
            20.371795694716244,
            20.515957534246578,
            20.660119373776908,
            20.80428121330724,
            20.948443052837575,
            21.09260489236791,
            21.23676673189824,
            21.380928571428573,
            21.525090410958907,
            21.669252250489237,
            21.81341409001957,
            21.957575929549904,
            22.101737769080238,
            22.245899608610568,
            22.3900614481409,
            22.534223287671235,
            22.678385127201565,
            22.8225469667319,
            22.966708806262233,
            23.110870645792566,
            23.255032485322896,
            23.39919432485323,
            23.543356164383564,
            23.687518003913894,
            23.831679843444228,
            23.97584168297456,
            24.120003522504895,
            24.264165362035225,
            24.40832720156556,
            24.552489041095892,
            24.696650880626223,
            24.840812720156556,
            24.98497455968689,
            25.129136399217224,
            25.273298238747554,
            25.417460078277887,
            25.56162191780822,
            25.70578375733855,
            25.849945596868885,
            25.99410743639922,
            26.138269275929552,
            26.282431115459882,
            26.426592954990216,
            26.57075479452055,
            26.714916634050883,
            26.859078473581214,
            27.003240313111547,
            27.14740215264188,
            27.29156399217221,
            27.435725831702545,
            27.57988767123288,
            27.724049510763212,
            27.868211350293542,
            28.012373189823876,
            28.15653502935421,
            28.30069686888454,
            28.444858708414873,
            28.589020547945207,
            28.73318238747554,
            28.87734422700587,
            29.021506066536205,
            29.16566790606654,
            29.30982974559687,
            29.453991585127202,
            29.598153424657536,
            29.74231526418787,
            29.8864771037182,
            30.030638943248533,
            30.174800782778867,
            30.3189626223092,
            30.46312446183953,
            30.607286301369864,
            30.751448140900198,
            30.895609980430528,
            31.039771819960862,
            31.183933659491196,
            31.32809549902153,
            31.47225733855186,
            31.616419178082193,
            31.760581017612527,
            31.904742857142857,
            32.04890469667319,
            32.193066536203524,
            32.33722837573386,
            32.48139021526419,
            32.62555205479452,
            32.76971389432485,
            32.913875733855186,
            33.05803757338552,
            33.20219941291585,
            33.34636125244619,
            33.49052309197652,
            33.634684931506854,
            33.77884677103718,
            33.923008610567514,
            34.06717045009785,
            34.21133228962818,
            34.355494129158515,
            34.49965596868885,
            34.64381780821918,
            34.78797964774951,
            34.93214148727984,
            35.07630332681018,
            35.22046516634051,
            35.364627005870844,
            35.50878884540118,
            35.65295068493151,
            35.79711252446184,
            35.94127436399217,
            36.085436203522505,
            36.22959804305284,
            36.37375988258317,
            36.517921722113506,
            36.66208356164384,
            36.806245401174166,
            36.9504072407045,
            37.094569080234834,
            37.23873091976517,
            37.3828927592955,
            37.527054598825835,
            37.67121643835617,
            37.815378277886495,
            37.95954011741683,
            38.10370195694716,
            38.247863796477496,
            38.39202563600783,
            38.53618747553816,
            38.6803493150685,
            38.824511154598824,
            38.96867299412916,
            39.11283483365949,
            39.256996673189825,
            39.40115851272016,
            39.54532035225049,
            39.689482191780826,
            39.83364403131115,
            39.977805870841486,
            40.12196771037182,
            40.26612954990215,
            40.41029138943249,
            40.55445322896282,
            40.698615068493154,
            40.84277690802348,
            40.986938747553815,
            41.13110058708415,
            41.27526242661448,
            41.419424266144816,
            41.56358610567515,
            41.70774794520548,
            41.85190978473582,
            41.99607162426614,
            42.14023346379648,
            42.28439530332681,
            42.428557142857144,
            42.57271898238748,
            42.71688082191781,
            42.861042661448145,
            43.00520450097847,
            43.149366340508806,
            43.29352818003914,
            43.43769001956947,
            43.58185185909981,
            43.72601369863014,
            43.870175538160474,
            44.0143373776908,
            44.158499217221134,
            44.30266105675147,
            44.4468228962818,
            44.590984735812135,
            44.73514657534247,
            44.8793084148728,
            45.02347025440313,
            45.16763209393346,
            45.3117939334638,
            45.45595577299413,
            45.600117612524464,
            45.7442794520548,
            45.88844129158513,
            46.03260313111546,
            46.17676497064579,
            46.320926810176125,
            46.46508864970646,
            46.60925048923679,
            46.753412328767126,
            46.89757416829746,
            47.04173600782779,
            47.18589784735812,
            47.330059686888454,
            47.47422152641879,
            47.61838336594912,
            47.762545205479455,
            47.90670704500979,
            48.050868884540115,
            48.19503072407045,
            48.33919256360078,
            48.483354403131116,
            48.62751624266145,
            48.771678082191784,
            48.91583992172212,
            49.060001761252444,
            49.20416360078278,
            49.34832544031311,
            49.492487279843445,
            49.63664911937378,
            49.78081095890411,
            49.924972798434446,
            50.06913463796477,
            50.213296477495106,
            50.35745831702544,
            50.501620156555774,
            50.64578199608611,
            50.78994383561644,
            50.934105675146775,
            51.0782675146771,
            51.222429354207435,
            51.36659119373777,
            51.5107530332681,
            51.654914872798436,
            51.79907671232877,
            51.9432385518591,
            52.08740039138944,
            52.231562230919764,
            52.3757240704501,
            52.51988590998043,
            52.664047749510765,
            52.8082095890411,
            52.95237142857143,
            53.096533268101766,
            53.24069510763209,
            53.384856947162426,
            53.52901878669276,
            53.67318062622309,
            53.81734246575343,
            53.96150430528376,
            54.105666144814094,
            54.24982798434442,
            54.393989823874755,
            54.53815166340509,
            54.68231350293542,
            54.826475342465756,
            54.97063718199609,
            55.11479902152642,
            55.25896086105675,
            55.40312270058708,
            55.54728454011742,
            55.69144637964775,
            55.835608219178084,
            55.97977005870842,
            56.12393189823875,
            56.26809373776908,
            56.41225557729941,
            56.556417416829746,
            56.70057925636008,
            56.84474109589041,
            56.98890293542075,
            57.13306477495108,
            57.27722661448141,
            57.42138845401174,
            57.565550293542074,
            57.70971213307241,
            57.85387397260274,
            57.998035812133075,
            58.14219765166341,
            58.286359491193735,
            58.43052133072407,
            58.5746831702544,
            58.71884500978474,
            58.86300684931507,
            59.007168688845404,
            59.15133052837574,
            59.295492367906064,
            59.4396542074364,
            59.58381604696673,
            59.727977886497065,
            59.8721397260274,
            60.01630156555773,
            60.160463405088066,
            60.3046252446184,
            60.44878708414873,
            60.59294892367906,
            60.737110763209394,
            60.88127260273973,
            61.02543444227006,
            61.169596281800395,
            61.31375812133073,
            61.457919960861055,
            61.60208180039139,
            61.74624363992172,
            61.890405479452056,
            62.03456731898239,
            62.17872915851272,
            62.32289099804306,
            62.467052837573384,
            62.61121467710372,
            62.75537651663405,
            62.899538356164385,
            63.04370019569472,
            63.18786203522505,
            63.332023874755386,
            63.47618571428571,
            63.620347553816046,
            63.76450939334638,
            63.90867123287671,
            64.05283307240704,
            64.19699491193738,
            64.34115675146771,
            64.48531859099803,
            64.62948043052837,
            64.7736422700587,
            64.91780410958903,
            65.06196594911937,
            65.2061277886497,
            65.35028962818004,
            65.49445146771036,
            65.6386133072407,
            65.78277514677103,
            65.92693698630137,
            66.0710988258317,
            66.21526066536202,
            66.35942250489236,
            66.50358434442269,
            66.64774618395303,
            66.79190802348336,
            66.9360698630137,
            67.08023170254403,
            67.22439354207435,
            67.3685553816047,
            67.51271722113502,
            67.65687906066536,
            67.80104090019569,
            67.94520273972603,
            68.08936457925635,
            68.23352641878668,
            68.37768825831702,
            68.52185009784735,
            68.66601193737769,
            68.81017377690802,
            68.95433561643836,
            69.09849745596868,
            69.24265929549901,
            69.38682113502935,
            69.53098297455968,
            69.67514481409002,
            69.81930665362034,
            69.96346849315069,
            70.10763033268101,
            70.25179217221134,
            70.39595401174168,
            70.540115851272,
            70.68427769080235,
            70.82843953033267,
            70.97260136986301,
            71.11676320939334,
            71.26092504892367,
            71.40508688845401,
            71.54924872798433,
            71.69341056751468,
            71.837572407045,
            71.98173424657534,
            72.12589608610567,
            72.270057925636,
            72.41421976516634,
            72.55838160469666,
            72.702543444227,
            72.84670528375733,
            72.99086712328767,
            73.135028962818,
            73.27919080234832,
            73.42335264187867,
            73.56751448140899,
            73.71167632093933,
            73.85583816046966,
            74.0
           ],
           "survived": [
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died"
           ]
          },
          "sampling": "none",
          "alpha": 0.3,
          "inherit_aes": false,
          "position": "identity",
          "geom": "area",
          "fill": "#a39999",
          "data_meta": {
           "series_annotations": [
            {
             "type": "str",
             "column": "survived"
            },
            {
             "type": "float",
             "column": "x"
            },
            {
             "type": "float",
             "column": "density"
            },
            {
             "type": "str",
             "column": "&merged_groups"
            }
           ]
          }
         }
        ],
        "data_meta": {
         "series_annotations": [
          {
           "type": "str",
           "column": "survived"
          },
          {
           "type": "str",
           "column": "&merged_groups"
          }
         ]
        }
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 26
  },
  {
   "cell_type": "code",
   "source": [
    "survivedByAge.groupBy { survived }"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:19:47.339628Z",
     "start_time": "2025-05-28T10:19:47.242863Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_33()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_33\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870832&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;GroupBy&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Died&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;group: DataFrame&lt;*&gt;&bsol;&quot;&gt;group&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [{ frameId: -536870831, value: &quot;&lt;b&gt;DataFrame 500 x 2&lt;&sol;b&gt;&quot; },{ frameId: -536870830, value: &quot;&lt;b&gt;DataFrame 809 x 2&lt;&sol;b&gt;&quot; }] }, \n",
       "], id: -536870832, rootId: -536870832, totalRows: 2 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.166700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.416700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.666700&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870831, rootId: -536870832, totalRows: 500 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: String&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.333300&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.750000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870830, rootId: -536870832, totalRows: 809 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870832) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_33() {\n",
       "                    let elem = document.getElementById(\"iframe_out_33\");\n",
       "                    resize_iframe_out_33(elem);\n",
       "                    setInterval(resize_iframe_out_33, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_33(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870829\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">group</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\"><details><summary>DataFrame [500 x 2]</summary><table class=\"dataframe\" id=\"static_df_-536870828\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.166700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.416700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.666700</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.750000</td></tr><tr><td  style=\"vertical-align:top\">Survived</td><td  style=\"vertical-align:top\">0.750000</td></tr></tbody></table><p>... showing only top 5 of 500 rows</p></details></td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\"><details><summary>DataFrame [809 x 2]</summary><table class=\"dataframe\" id=\"static_df_-536870827\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0.333300</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">0.750000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">Died</td><td  style=\"vertical-align:top\">1.000000</td></tr></tbody></table><p>... showing only top 5 of 809 rows</p></details></td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870829\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"group\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"FrameColumn\"}],\"nrow\":2,\"ncol\":2},\"kotlin_dataframe\":[{\"survived\":\"Survived\",\"group\":{\"data\":[{\"survived\":\"Survived\",\"age\":0.1667},{\"survived\":\"Survived\",\"age\":0.4167},{\"survived\":\"Survived\",\"age\":0.6667},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.75},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.8333},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":0.9167},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":1.0},{\"survived\":\"Survived\",\"age\":2.0},{\"survived\":\"Survived\",\"age\":2.0},{\"survived\":\"Survived\",\"age\":2.0}],\"metadata\":{\"kind\":\"FrameColumn\",\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"ncol\":2,\"nrow\":500}}},{\"survived\":\"Died\",\"group\":{\"data\":[{\"survived\":\"Died\",\"age\":0.3333},{\"survived\":\"Died\",\"age\":0.75},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":1.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":2.0},{\"survived\":\"Died\",\"age\":3.0},{\"survived\":\"Died\",\"age\":3.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":4.0},{\"survived\":\"Died\",\"age\":5.0},{\"survived\":\"Died\",\"age\":6.0}],\"metadata\":{\"kind\":\"FrameColumn\",\"columns\":[\"survived\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"ncol\":2,\"nrow\":809}}}]}"
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 27
  },
  {
   "cell_type": "code",
   "source": [
    "// A basic box plot\n",
    "survivedByAge.plot {\n",
    "    boxplot(x = survived, y = age) {\n",
    "        boxes {\n",
    "            fillColor(Stat.x) {\n",
    "                scale = categorical(\n",
    "                    \"Survived\" to JetBrainsColors.orange,\n",
    "                    \"Died\" to JetBrainsColors.darkGrey,\n",
    "                )\n",
    "            }\n",
    "        }\n",
    "    }\n",
    "    layout {\n",
    "        size = 500 to 400\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:19:54.039953Z",
     "start_time": "2025-05-28T10:19:53.550400Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='500' height='400' srcdoc=\"&lt;html lang=&quot;en&quot;>\n",
       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;0xCgUk&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "   \n",
       "   (function() {\n",
       "   // ----------\n",
       "   \n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:500.0,\n",
       "&quot;height&quot;:400.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;name&quot;:&quot;survived&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;name&quot;:&quot;age&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;fill&quot;,\n",
       "&quot;values&quot;:[&quot;#ff6632&quot;,&quot;#4c4c4c&quot;],\n",
       "&quot;limits&quot;:[&quot;Survived&quot;,&quot;Died&quot;]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;limits&quot;:[null,null]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;x&quot;,\n",
       "&quot;ymin&quot;:&quot;min&quot;,\n",
       "&quot;lower&quot;:&quot;lower&quot;,\n",
       "&quot;middle&quot;:&quot;middle&quot;,\n",
       "&quot;upper&quot;:&quot;upper&quot;,\n",
       "&quot;ymax&quot;:&quot;max&quot;,\n",
       "&quot;fill&quot;:&quot;x&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;data&quot;:{\n",
       "&quot;min&quot;:[0.1667,5.0],\n",
       "&quot;middle&quot;:[29.8811345124283,29.8811345124283],\n",
       "&quot;max&quot;:[58.0,52.0],\n",
       "&quot;upper&quot;:[36.0,35.0],\n",
       "&quot;lower&quot;:[21.25,23.0],\n",
       "&quot;x&quot;:[&quot;Survived&quot;,&quot;Died&quot;]\n",
       "},\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;inherit_aes&quot;:false,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;boxplot&quot;,\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;x&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;min&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;lower&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;middle&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;upper&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;max&quot;\n",
       "}]\n",
       "}\n",
       "},{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;x&quot;,\n",
       "&quot;y&quot;:&quot;y&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;data&quot;:{\n",
       "&quot;x&quot;:[&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Survived&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;,&quot;Died&quot;],\n",
       "&quot;y&quot;:[59.0,60.0,60.0,60.0,60.0,62.0,62.0,63.0,63.0,64.0,64.0,76.0,80.0,0.3333,0.75,1.0,1.0,1.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,2.0,3.0,3.0,4.0,4.0,4.0,54.0,54.0,54.0,54.0,54.0,55.0,55.0,55.0,55.0,55.5,56.0,56.0,57.0,57.0,57.0,57.0,57.0,58.0,58.0,59.0,59.0,60.0,60.0,60.0,60.5,61.0,61.0,61.0,61.0,61.0,62.0,62.0,62.0,63.0,63.0,64.0,64.0,64.0,65.0,65.0,65.0,66.0,67.0,70.0,70.0,70.5,71.0,71.0,74.0]\n",
       "},\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;inherit_aes&quot;:false,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;point&quot;,\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;x&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;y&quot;\n",
       "}]\n",
       "}\n",
       "}],\n",
       "&quot;spec_id&quot;:&quot;17&quot;\n",
       "};\n",
       "       var containerDiv = document.getElementById(&quot;0xCgUk&quot;);\n",
       "       \n",
       "               var toolbar = null;\n",
       "               var plotContainer = containerDiv;               \n",
       "               \n",
       "       var options = {\n",
       "           sizing: {\n",
       "               width_mode: &quot;fixed&quot;,\n",
       "               height_mode: &quot;fixed&quot;,\n",
       "               width: 500.0,\n",
       "               height: 400.0\n",
       "           }\n",
       "       };\n",
       "       var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
       "       if (toolbar) {\n",
       "         toolbar.bind(fig);\n",
       "       }\n",
       "       \n",
       "   // ----------\n",
       "   })();\n",
       "   \n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=5fc108e0-3f3e-4fae-97f5-1efd002b1dd6 width=\"100%\" height=\"100%\" style=\"max-width: 500.0px; max-height: 400.0px;\" viewBox=\"0 0 500.0 400.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <style type=\"text/css\">\n",
       "  .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#po604zz .plot-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 16.0px;\n",
       "\n",
       "}\n",
       "#po604zz .plot-subtitle {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#po604zz .plot-caption {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#po604zz .hyperlink-element {\n",
       "fill: #118ed8;\n",
       "font-weight: normal;\n",
       "   font-style: normal;\n",
       "}\n",
       "#po604zz .legend-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#po604zz .legend-item {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#po604zz .axis-title-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#po604zz .axis-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dgErUlj .axis-tooltip-text-x {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#po604zz .axis-title-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#po604zz .axis-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dgErUlj .axis-tooltip-text-y {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#po604zz .facet-strip-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#po604zz .facet-strip-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dgErUlj .tooltip-text {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dgErUlj .tooltip-title {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dgErUlj .tooltip-label {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "\n",
       "  </style>\n",
       "  <g id=\"po604zz\">\n",
       "    <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 400.0 L500.0 400.0 L500.0 0.0 Z\">\n",
       "    </path>\n",
       "    <g transform=\"translate(29.5 6.5 ) \">\n",
       "      <g>\n",
       "        <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"93.87421837322398\" y1=\"0.0\" x2=\"93.87421837322398\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"238.29609279356856\" y1=\"0.0\" x2=\"238.29609279356856\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"0.0\" y1=\"326.1473113349943\" x2=\"332.1703111667925\" y2=\"326.1473113349943\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"287.31639741812\" x2=\"332.1703111667925\" y2=\"287.31639741812\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"248.4854835012457\" x2=\"332.1703111667925\" y2=\"248.4854835012457\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"209.65456958437144\" x2=\"332.1703111667925\" y2=\"209.65456958437144\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"170.82365566749715\" x2=\"332.1703111667925\" y2=\"170.82365566749715\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"131.99274175062288\" x2=\"332.1703111667925\" y2=\"131.99274175062288\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"93.16182783374859\" x2=\"332.1703111667925\" y2=\"93.16182783374859\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"54.330913916874295\" x2=\"332.1703111667925\" y2=\"54.330913916874295\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"15.5\" x2=\"332.1703111667925\" y2=\"15.5\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g clip-path=\"url(#c9TXaVf)\" clip-bounds-jfx=\"[rect (21.961210910936405, 0.0), (332.1703111667925, 341.0)]\">\n",
       "        <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "          <g>\n",
       "            <g>\n",
       "              <rect x=\"28.88437488406892\" y=\"186.35602123424687\" height=\"57.27559802738958\" width=\"129.97968697831016\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <rect x=\"173.3062493044135\" y=\"190.2391126259343\" height=\"46.59709670024915\" width=\"129.97968697831013\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "              </rect>\n",
       "              <line x1=\"28.88437488406892\" y1=\"210.11613513592982\" x2=\"158.86406186237906\" y2=\"210.11613513592982\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"3.3000000000000003\">\n",
       "              </line>\n",
       "              <line x1=\"173.3062493044135\" y1=\"210.11613513592982\" x2=\"303.2859362827236\" y2=\"210.11613513592982\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"3.3000000000000003\">\n",
       "              </line>\n",
       "              <line x1=\"93.87421837322398\" y1=\"243.63161926163644\" x2=\"93.87421837322398\" y2=\"325.5\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"1.6500000000000001\">\n",
       "              </line>\n",
       "              <line x1=\"61.37929662864645\" y1=\"325.5\" x2=\"126.36914011780152\" y2=\"325.5\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"1.6500000000000001\">\n",
       "              </line>\n",
       "              <line x1=\"93.87421837322398\" y1=\"186.35602123424687\" x2=\"93.87421837322398\" y2=\"100.92801061712345\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"1.6500000000000001\">\n",
       "              </line>\n",
       "              <line x1=\"61.37929662864645\" y1=\"100.92801061712345\" x2=\"126.36914011780152\" y2=\"100.92801061712345\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"1.6500000000000001\">\n",
       "              </line>\n",
       "              <line x1=\"238.29609279356856\" y1=\"236.83620932618345\" x2=\"238.29609279356856\" y2=\"306.7318543765572\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"1.6500000000000001\">\n",
       "              </line>\n",
       "              <line x1=\"205.80117104899102\" y1=\"306.7318543765572\" x2=\"270.7910145381461\" y2=\"306.7318543765572\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"1.6500000000000001\">\n",
       "              </line>\n",
       "              <line x1=\"238.29609279356856\" y1=\"190.2391126259343\" x2=\"238.29609279356856\" y2=\"124.22655896724802\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"1.6500000000000001\">\n",
       "              </line>\n",
       "              <line x1=\"205.80117104899102\" y1=\"124.22655896724802\" x2=\"270.7910145381461\" y2=\"124.22655896724802\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"none\" stroke-width=\"1.6500000000000001\">\n",
       "              </line>\n",
       "            </g>\n",
       "            <g>\n",
       "              <g>\n",
       "                <g >\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"97.04491922543602\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"93.16182783374859\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"93.16182783374859\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"93.16182783374859\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"93.16182783374859\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"85.39564505037373\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"85.39564505037373\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"81.5125536586863\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"81.5125536586863\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"77.62946226699887\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"77.62946226699887\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"31.032365566749718\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"93.87421837322398\" cy=\"15.5\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"324.85307697414487\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"323.2349927912287\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"322.2642199433069\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"322.2642199433069\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"322.2642199433069\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"318.38112855161944\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"318.38112855161944\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"318.38112855161944\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"318.38112855161944\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"318.38112855161944\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"318.38112855161944\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"318.38112855161944\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"318.38112855161944\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"314.49803715993204\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"314.49803715993204\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"310.6149457682446\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"310.6149457682446\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"310.6149457682446\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"116.46037618387317\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"116.46037618387317\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"116.46037618387317\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"116.46037618387317\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"116.46037618387317\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"112.57728479218574\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"112.57728479218574\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"112.57728479218574\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"112.57728479218574\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"110.63573909634201\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"108.6941934004983\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"108.6941934004983\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"104.81110200881088\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"104.81110200881088\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"104.81110200881088\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"104.81110200881088\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"104.81110200881088\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"100.92801061712345\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"100.92801061712345\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"97.04491922543602\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"97.04491922543602\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"93.16182783374859\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"93.16182783374859\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"93.16182783374859\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"91.22028213790486\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"89.27873644206116\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"89.27873644206116\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"89.27873644206116\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"89.27873644206116\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"89.27873644206116\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"85.39564505037373\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"85.39564505037373\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"85.39564505037373\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"81.5125536586863\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"81.5125536586863\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"77.62946226699887\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"77.62946226699887\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"77.62946226699887\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"73.74637087531144\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"73.74637087531144\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"73.74637087531144\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"69.86327948362401\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"65.98018809193661\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"54.330913916874295\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"54.330913916874295\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"52.389368221030566\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"50.44782252518689\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"50.44782252518689\" r=\"3.3000000000000003\" />\n",
       "                  <circle fill=\"#474747\" stroke=\"#474747\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" cx=\"238.29609279356856\" cy=\"38.79854835012458\" r=\"3.3000000000000003\" />\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
       "          <clipPath id=\"cXiwkbN\">\n",
       "            <rect x=\"21.961210910936405\" y=\"0.0\" width=\"332.1703111667925\" height=\"341.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "        <defs>\n",
       "          <clipPath id=\"c9TXaVf\">\n",
       "            <rect x=\"21.961210910936405\" y=\"0.0\" width=\"332.1703111667925\" height=\"341.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "      </g>\n",
       "      <g>\n",
       "        <g transform=\"translate(21.961210910936405 341.0 ) \">\n",
       "          <g transform=\"translate(93.87421837322398 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>Survived</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(238.29609279356856 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>Died</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <line x1=\"0.0\" y1=\"0.0\" x2=\"332.1703111667925\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "          </line>\n",
       "        </g>\n",
       "        <g transform=\"translate(21.961210910936405 0.0 ) \">\n",
       "          <g transform=\"translate(0.0 326.1473113349943 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 287.31639741812 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>10</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 248.4854835012457 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>20</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 209.65456958437144 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>30</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 170.82365566749715 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>40</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 131.99274175062288 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>50</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 93.16182783374859 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>60</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 54.330913916874295 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>70</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 15.5 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>80</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(16.0 177.0 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>age</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(217.54636649433263 393.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan>survived</tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(395.1315220777289 137.75 ) \">\n",
       "      <rect x=\"0.0\" y=\"0.0\" height=\"78.5\" width=\"104.8684779222711\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\">\n",
       "      </rect>\n",
       "      <g transform=\"translate(5.0 5.0 ) \">\n",
       "        <g transform=\"translate(0.0 12.0 ) \">\n",
       "          <text class=\"legend-title\" y=\"0.0\">\n",
       "            <tspan>x</tspan>\n",
       "          </text>\n",
       "        </g>\n",
       "        <g transform=\"translate(0.0 22.5 ) \">\n",
       "          <g transform=\"\">\n",
       "            <g>\n",
       "              <g transform=\"translate(1.0 1.0 ) \">\n",
       "                <g>\n",
       "                  <rect x=\"2.759999999999999\" y=\"4.695\" height=\"11.610000000000001\" width=\"15.480000000000002\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                  </rect>\n",
       "                  <line x1=\"2.759999999999999\" y1=\"10.5\" x2=\"18.240000000000002\" y2=\"10.5\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                  </line>\n",
       "                  <line x1=\"10.5\" y1=\"16.305000000000003\" x2=\"10.5\" y2=\"20.175\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                  </line>\n",
       "                  <line x1=\"10.5\" y1=\"0.8250000000000001\" x2=\"10.5\" y2=\"4.695\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(255,102,50)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                  </line>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(26.9903027277341 16.05 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>Survived</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 23.0 ) \">\n",
       "            <g>\n",
       "              <g transform=\"translate(1.0 1.0 ) \">\n",
       "                <g>\n",
       "                  <rect x=\"2.759999999999999\" y=\"4.695\" height=\"11.610000000000001\" width=\"15.480000000000002\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                  </rect>\n",
       "                  <line x1=\"2.759999999999999\" y1=\"10.5\" x2=\"18.240000000000002\" y2=\"10.5\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                  </line>\n",
       "                  <line x1=\"10.5\" y1=\"16.305000000000003\" x2=\"10.5\" y2=\"20.175\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                  </line>\n",
       "                  <line x1=\"10.5\" y1=\"0.8250000000000001\" x2=\"10.5\" y2=\"4.695\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" fill=\"rgb(76,76,76)\" fill-opacity=\"1.0\" stroke-width=\"1.6500000000000001\">\n",
       "                  </line>\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "            <g transform=\"translate(26.9903027277341 16.05 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>Died</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 400.0 L500.0 400.0 L500.0 0.0 Z\" pointer-events=\"none\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"dgErUlj\">\n",
       "  </g>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"5fc108e0-3f3e-4fae-97f5-1efd002b1dd6\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "mapping": {},
        "data": {},
        "ggsize": {
         "width": 500.0,
         "height": 400.0
        },
        "kind": "plot",
        "scales": [
         {
          "aesthetic": "x",
          "name": "survived",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "y",
          "name": "age",
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "x",
          "discrete": true
         },
         {
          "aesthetic": "fill",
          "values": [
           "#ff6632",
           "#4c4c4c"
          ],
          "limits": [
           "Survived",
           "Died"
          ]
         },
         {
          "aesthetic": "x",
          "discrete": true
         },
         {
          "aesthetic": "y",
          "limits": [
           null,
           null
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "x": "x",
           "ymin": "min",
           "lower": "lower",
           "middle": "middle",
           "upper": "upper",
           "ymax": "max",
           "fill": "x"
          },
          "stat": "identity",
          "data": {
           "min": [
            0.1667,
            5.0
           ],
           "middle": [
            29.8811345124283,
            29.8811345124283
           ],
           "max": [
            58.0,
            52.0
           ],
           "lower": [
            21.25,
            23.0
           ],
           "upper": [
            36.0,
            35.0
           ],
           "x": [
            "Survived",
            "Died"
           ]
          },
          "sampling": "none",
          "inherit_aes": false,
          "position": "identity",
          "geom": "boxplot",
          "data_meta": {
           "series_annotations": [
            {
             "type": "str",
             "column": "x"
            },
            {
             "type": "float",
             "column": "min"
            },
            {
             "type": "float",
             "column": "lower"
            },
            {
             "type": "float",
             "column": "middle"
            },
            {
             "type": "float",
             "column": "upper"
            },
            {
             "type": "float",
             "column": "max"
            }
           ]
          }
         },
         {
          "mapping": {
           "x": "x",
           "y": "y"
          },
          "stat": "identity",
          "data": {
           "x": [
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Survived",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died",
            "Died"
           ],
           "y": [
            59.0,
            60.0,
            60.0,
            60.0,
            60.0,
            62.0,
            62.0,
            63.0,
            63.0,
            64.0,
            64.0,
            76.0,
            80.0,
            0.3333,
            0.75,
            1.0,
            1.0,
            1.0,
            2.0,
            2.0,
            2.0,
            2.0,
            2.0,
            2.0,
            2.0,
            2.0,
            3.0,
            3.0,
            4.0,
            4.0,
            4.0,
            54.0,
            54.0,
            54.0,
            54.0,
            54.0,
            55.0,
            55.0,
            55.0,
            55.0,
            55.5,
            56.0,
            56.0,
            57.0,
            57.0,
            57.0,
            57.0,
            57.0,
            58.0,
            58.0,
            59.0,
            59.0,
            60.0,
            60.0,
            60.0,
            60.5,
            61.0,
            61.0,
            61.0,
            61.0,
            61.0,
            62.0,
            62.0,
            62.0,
            63.0,
            63.0,
            64.0,
            64.0,
            64.0,
            65.0,
            65.0,
            65.0,
            66.0,
            67.0,
            70.0,
            70.0,
            70.5,
            71.0,
            71.0,
            74.0
           ]
          },
          "sampling": "none",
          "inherit_aes": false,
          "position": "identity",
          "geom": "point",
          "data_meta": {
           "series_annotations": [
            {
             "type": "str",
             "column": "x"
            },
            {
             "type": "float",
             "column": "y"
            }
           ]
          }
         }
        ]
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 28
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "Seems like we have the same age distribution among survived and perished passengers."
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Categorical features with One Hot Encoding\n",
    "\n",
    "To prepare data for ML algorithms, we should replace all String values in categorical features with numbers.\n",
    "There are a few ways of preprocessing categorical features, One Hot Encoding being one of them.\n",
    "We will use the [`pivotMatches`](https://kotlin.github.io/dataframe/pivot.html#pivotmatches) operation to convert categorical columns into sets of nested `Boolean` columns per every unique value."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:21:52.257217Z",
     "start_time": "2025-05-28T10:21:51.724220Z"
    }
   },
   "source": [
    "val pivoted = df1.pivotMatches { pclass and sex and embarked }\n",
    "pivoted.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_37()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_37\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870816&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 14&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211.3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;1: Boolean&bsol;&quot;&gt;1&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;2: Boolean&bsol;&quot;&gt;2&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;3: Boolean&bsol;&quot;&gt;3&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;pclass: DataRow&lt;*&gt;&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [11, 12, 13], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;other: Boolean&bsol;&quot;&gt;other&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;male: Boolean&bsol;&quot;&gt;male&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;true&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;female: Boolean&bsol;&quot;&gt;female&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: DataRow&lt;*&gt;&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [15, 16, 17], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: true&bsol;nmale: false&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: true&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: false&bsol;nfemale: true&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: true&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: false&bsol;nfemale: true&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;S: Boolean&bsol;&quot;&gt;S&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;false&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;AA: Boolean&bsol;&quot;&gt;AA&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;C: Boolean&bsol;&quot;&gt;C&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;Q: Boolean&bsol;&quot;&gt;Q&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: DataRow&lt;*&gt;&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [19, 20, 21, 22], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: true&bsol;nAA: false&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: false&bsol;nAA: true&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: true&bsol;nAA: false&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: true&bsol;nAA: false&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: true&bsol;nAA: false&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870816, rootId: -536870816, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870816) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_37() {\n",
       "                    let elem = document.getElementById(\"iframe_out_37\");\n",
       "                    resize_iframe_out_37(elem);\n",
       "                    setInterval(resize_iframe_out_37, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_37(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870815\"><thead><tr><th  style=\"text-align:left\">survived</th><th  style=\"text-align:left\">name</th><th  style=\"text-align:left\">age</th><th  style=\"text-align:left\">sibsp</th><th  style=\"text-align:left\">parch</th><th  style=\"text-align:left\">ticket</th><th  style=\"text-align:left\">fare</th><th  style=\"text-align:left\">cabin</th><th  style=\"text-align:left\">boat</th><th  style=\"text-align:left\">body</th><th class=\"rightBorder\" style=\"text-align:left\">homedest</th><th class=\"leftBorder\" style=\"text-align:left\">pclass</th><th  style=\"text-align:left\"></th><th class=\"rightBorder\" style=\"text-align:left\"></th><th class=\"leftBorder\" style=\"text-align:left\">sex</th><th  style=\"text-align:left\"></th><th class=\"rightBorder\" style=\"text-align:left\"></th><th class=\"rightBorder leftBorder\" style=\"text-align:left\">embarked</th><th  style=\"text-align:left\"></th><th  style=\"text-align:left\"></th><th  style=\"text-align:left\"></th></tr><tr><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">1</th><th class=\"bottomBorder\" style=\"text-align:left\">2</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">3</th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">other</th><th class=\"bottomBorder\" style=\"text-align:left\">male</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">female</th><th class=\"bottomBorder rightBorder leftBorder\" style=\"text-align:left\">S</th><th class=\"bottomBorder\" style=\"text-align:left\">AA</th><th class=\"bottomBorder\" style=\"text-align:left\">C</th><th class=\"bottomBorder\" style=\"text-align:left\">Q</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">29.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211.337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">St Louis, MO</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">0.916700</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">30.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">25.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td class=\"rightBorder\" style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870815\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"boat\",\"body\",\"homedest\",\"pclass\",\"sex\",\"embarked\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ColumnGroup\"}],\"nrow\":5,\"ncol\":14},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":true,\"male\":false,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":false,\"AA\":true,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}}]}"
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 30
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:21:53.836768Z",
     "start_time": "2025-05-28T10:21:53.287280Z"
    }
   },
   "source": [
    "val df2 = pivoted\n",
    "    // feature extraction\n",
    "    .select { cols(survived, pclass, sibsp, parch, age, fare, sex, embarked) }\n",
    "    .convert { valueCols() }.toDouble()\n",
    "\n",
    "df2.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_39()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_39\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870812&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 8&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;1: Boolean&bsol;&quot;&gt;1&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;2: Boolean&bsol;&quot;&gt;2&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;3: Boolean&bsol;&quot;&gt;3&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;pclass: DataRow&lt;*&gt;&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [1, 2, 3], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;1: true&bsol;n2: false&bsol;n3: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;1: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;2: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;3: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211.3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;other: Boolean&bsol;&quot;&gt;other&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;male: Boolean&bsol;&quot;&gt;male&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;true&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;female: Boolean&bsol;&quot;&gt;female&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: DataRow&lt;*&gt;&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [9, 10, 11], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: true&bsol;nmale: false&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: true&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: false&bsol;nfemale: true&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: true&bsol;nfemale: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female:...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;other: false&bsol;nmale: false&bsol;nfemale: true&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;other: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;male: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;female...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;S: Boolean&bsol;&quot;&gt;S&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;true&quot;,&quot;false&quot;,&quot;true&quot;,&quot;true&quot;,&quot;true&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;AA: Boolean&bsol;&quot;&gt;AA&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;true&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;C: Boolean&bsol;&quot;&gt;C&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;Q: Boolean&bsol;&quot;&gt;Q&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;,&quot;false&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: DataRow&lt;*&gt;&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [13, 14, 15, 16], rightAlign: false, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: true&bsol;nAA: false&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: false&bsol;nAA: true&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: true&bsol;nAA: false&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: true&bsol;nAA: false&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;S: true&bsol;nAA: false&bsol;nC: false&bsol;nQ: false&bsol;&quot;&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;{ &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;S: &lt;&sol;span&gt;true&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;AA: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;C: &lt;&sol;span&gt;false&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;, &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;Q: &lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt; }&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870812, rootId: -536870812, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870812) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_39() {\n",
       "                    let elem = document.getElementById(\"iframe_out_39\");\n",
       "                    resize_iframe_out_39(elem);\n",
       "                    setInterval(resize_iframe_out_39, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_39(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870811\"><thead><tr><th class=\"rightBorder\" style=\"text-align:left\">survived</th><th class=\"leftBorder\" style=\"text-align:left\">pclass</th><th  style=\"text-align:left\"></th><th class=\"rightBorder\" style=\"text-align:left\"></th><th  style=\"text-align:left\">sibsp</th><th  style=\"text-align:left\">parch</th><th  style=\"text-align:left\">age</th><th class=\"rightBorder\" style=\"text-align:left\">fare</th><th class=\"leftBorder\" style=\"text-align:left\">sex</th><th  style=\"text-align:left\"></th><th class=\"rightBorder\" style=\"text-align:left\"></th><th class=\"rightBorder leftBorder\" style=\"text-align:left\">embarked</th><th  style=\"text-align:left\"></th><th  style=\"text-align:left\"></th><th  style=\"text-align:left\"></th></tr><tr><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">1</th><th class=\"bottomBorder\" style=\"text-align:left\">2</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">3</th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\"></th><th class=\"bottomBorder leftBorder\" style=\"text-align:left\">other</th><th class=\"bottomBorder\" style=\"text-align:left\">male</th><th class=\"bottomBorder rightBorder\" style=\"text-align:left\">female</th><th class=\"bottomBorder rightBorder leftBorder\" style=\"text-align:left\">S</th><th class=\"bottomBorder\" style=\"text-align:left\">AA</th><th class=\"bottomBorder\" style=\"text-align:left\">C</th><th class=\"bottomBorder\" style=\"text-align:left\">Q</th></tr></thead><tbody><tr><td class=\"rightBorder\" style=\"vertical-align:top\">1.000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">29.000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">211.337500</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">1.000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">0.916700</td><td class=\"rightBorder\" style=\"vertical-align:top\">151.550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">2.000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">151.550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">30.000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">151.550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">true</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr><tr><td class=\"rightBorder\" style=\"vertical-align:top\">0.000000</td><td class=\"leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">25.000000</td><td class=\"rightBorder\" style=\"vertical-align:top\">151.550000</td><td class=\"leftBorder\" style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td class=\"rightBorder\" style=\"vertical-align:top\">true</td><td class=\"rightBorder leftBorder\" style=\"vertical-align:top\">true</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td><td  style=\"vertical-align:top\">false</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870811\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"pclass\",\"sibsp\",\"parch\",\"age\",\"fare\",\"sex\",\"embarked\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ColumnGroup\"},{\"kind\":\"ColumnGroup\"}],\"nrow\":5,\"ncol\":8},\"kotlin_dataframe\":[{\"survived\":1.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":0.0,\"parch\":0.0,\"age\":29.0,\"fare\":211.3375,\"sex\":{\"data\":{\"other\":true,\"male\":false,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":1.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":0.9167,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":false,\"AA\":true,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":2.0,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":30.0,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":true,\"female\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}},{\"survived\":0.0,\"pclass\":{\"data\":{\"1\":true,\"2\":false,\"3\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"1\",\"2\",\"3\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"sibsp\":1.0,\"parch\":2.0,\"age\":25.0,\"fare\":151.55,\"sex\":{\"data\":{\"other\":false,\"male\":false,\"female\":true},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"other\",\"male\",\"female\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}},\"embarked\":{\"data\":{\"S\":true,\"AA\":false,\"C\":false,\"Q\":false},\"metadata\":{\"kind\":\"ColumnGroup\",\"columns\":[\"S\",\"AA\",\"C\",\"Q\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Boolean\"}]}}}]}"
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 31
  },
  {
   "cell_type": "code",
   "source": [
    "df2.corr { survived and sibsp and parch and age and fare }.withItself()"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:22:12.540994Z",
     "start_time": "2025-05-28T10:22:12.381666Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_41()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_41\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870808&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 6&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870808, rootId: -536870808, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870808) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_41() {\n",
       "                    let elem = document.getElementById(\"iframe_out_41\");\n",
       "                    resize_iframe_out_41(elem);\n",
       "                    setInterval(resize_iframe_out_41, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_41(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870807\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.027825</td><td  style=\"vertical-align:top\">0.082660</td><td  style=\"vertical-align:top\">-0.050199</td><td  style=\"vertical-align:top\">0.244208</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">-0.027825</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.373587</td><td  style=\"vertical-align:top\">-0.190747</td><td  style=\"vertical-align:top\">0.160224</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0.082660</td><td  style=\"vertical-align:top\">0.373587</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">-0.130872</td><td  style=\"vertical-align:top\">0.221522</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0.050199</td><td  style=\"vertical-align:top\">-0.190747</td><td  style=\"vertical-align:top\">-0.130872</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">0.171521</td></tr><tr><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0.244208</td><td  style=\"vertical-align:top\">0.160224</td><td  style=\"vertical-align:top\">0.221522</td><td  style=\"vertical-align:top\">0.171521</td><td  style=\"vertical-align:top\">1.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870807\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"survived\",\"sibsp\",\"parch\",\"age\",\"fare\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":6},\"kotlin_dataframe\":[{\"column\":\"survived\",\"survived\":1.0,\"sibsp\":-0.02782511923058273,\"parch\":0.0826595703861011,\"age\":-0.050198983636982906,\"fare\":0.24420775279437662},{\"column\":\"sibsp\",\"survived\":-0.02782511923058273,\"sibsp\":1.0,\"parch\":0.3735871906264913,\"age\":-0.19074715633383899,\"fare\":0.16022419622116035},{\"column\":\"parch\",\"survived\":0.0826595703861011,\"sibsp\":0.3735871906264913,\"parch\":1.0,\"age\":-0.1308719630307398,\"fare\":0.2215218879995723},{\"column\":\"age\",\"survived\":-0.050198983636982906,\"sibsp\":-0.19074715633383899,\"parch\":-0.1308719630307398,\"age\":1.0,\"fare\":0.17152056539956614},{\"column\":\"fare\",\"survived\":0.24420775279437662,\"sibsp\":0.16022419622116035,\"parch\":0.2215218879995723,\"age\":0.17152056539956614,\"fare\":1.0}]}"
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 32
  },
  {
   "cell_type": "code",
   "source": [
    "val correlationTable = df2\n",
    "    .corr { survived and sibsp and parch and age and fare }.withItself()\n",
    "    .gather { allAfter(\"column\") }.into(\"row\", \"value\")\n",
    "correlationTable"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:22:18.785973Z",
     "start_time": "2025-05-28T10:22:18.261051Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_43()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_43\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870804&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 25 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 25, columnsCount = 3&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;row: String&bsol;&quot;&gt;row&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;value: Double&bsol;&quot;&gt;value&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.244208&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.027825&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.160224&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.082660&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.373587&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.221522&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.050199&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.190747&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.130872&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.000000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.171521&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870804, rootId: -536870804, totalRows: 25 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870804) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_43() {\n",
       "                    let elem = document.getElementById(\"iframe_out_43\");\n",
       "                    resize_iframe_out_43(elem);\n",
       "                    setInterval(resize_iframe_out_43, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_43(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870803\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">row</th><th class=\"bottomBorder\" style=\"text-align:left\">value</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">-0.027825</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0.082660</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0.050199</td></tr><tr><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0.244208</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">-0.027825</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">0.373587</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0.190747</td></tr><tr><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0.160224</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">0.082660</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">0.373587</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">-0.130872</td></tr><tr><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0.221522</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">survived</td><td  style=\"vertical-align:top\">-0.050199</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">sibsp</td><td  style=\"vertical-align:top\">-0.190747</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">parch</td><td  style=\"vertical-align:top\">-0.130872</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">1.000000</td></tr><tr><td  style=\"vertical-align:top\">age</td><td  style=\"vertical-align:top\">fare</td><td  style=\"vertical-align:top\">0.171521</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870803\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"row\",\"value\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":25,\"ncol\":3},\"kotlin_dataframe\":[{\"column\":\"survived\",\"row\":\"survived\",\"value\":1.0},{\"column\":\"survived\",\"row\":\"sibsp\",\"value\":-0.02782511923058273},{\"column\":\"survived\",\"row\":\"parch\",\"value\":0.0826595703861011},{\"column\":\"survived\",\"row\":\"age\",\"value\":-0.050198983636982906},{\"column\":\"survived\",\"row\":\"fare\",\"value\":0.24420775279437662},{\"column\":\"sibsp\",\"row\":\"survived\",\"value\":-0.02782511923058273},{\"column\":\"sibsp\",\"row\":\"sibsp\",\"value\":1.0},{\"column\":\"sibsp\",\"row\":\"parch\",\"value\":0.3735871906264913},{\"column\":\"sibsp\",\"row\":\"age\",\"value\":-0.19074715633383899},{\"column\":\"sibsp\",\"row\":\"fare\",\"value\":0.16022419622116035},{\"column\":\"parch\",\"row\":\"survived\",\"value\":0.0826595703861011},{\"column\":\"parch\",\"row\":\"sibsp\",\"value\":0.3735871906264913},{\"column\":\"parch\",\"row\":\"parch\",\"value\":1.0},{\"column\":\"parch\",\"row\":\"age\",\"value\":-0.1308719630307398},{\"column\":\"parch\",\"row\":\"fare\",\"value\":0.2215218879995723},{\"column\":\"age\",\"row\":\"survived\",\"value\":-0.050198983636982906},{\"column\":\"age\",\"row\":\"sibsp\",\"value\":-0.19074715633383899},{\"column\":\"age\",\"row\":\"parch\",\"value\":-0.1308719630307398},{\"column\":\"age\",\"row\":\"age\",\"value\":1.0},{\"column\":\"age\",\"row\":\"fare\",\"value\":0.17152056539956614}]}"
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 33
  },
  {
   "cell_type": "code",
   "source": [
    "fun scaleContinuousColorGradientN() =\n",
    "    continuousColorGradientN(\n",
    "        gradientColors = listOf(\n",
    "            JetBrainsColors.orange,\n",
    "            JetBrainsColors.lightGrey,\n",
    "            JetBrainsColors.darkGrey,\n",
    "        ),\n",
    "        domainMin = -1.0,\n",
    "        domainMax = 1.0,\n",
    "    )"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:27:47.130780Z",
     "start_time": "2025-05-28T10:27:47.068329Z"
    }
   },
   "outputs": [],
   "execution_count": 35
  },
  {
   "cell_type": "code",
   "source": [
    "correlationTable.plot {\n",
    "    tiles {\n",
    "        x(row) { axis.name = \"\" }\n",
    "        y(column) { axis.name = \"\" }\n",
    "        fillColor(value) { scale = scaleContinuousColorGradientN() }\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:27:48.267717Z",
     "start_time": "2025-05-28T10:27:47.970392Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='600' height='400' srcdoc=\"&lt;html lang=&quot;en&quot;>\n",
       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;tZzbA6&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "   \n",
       "   (function() {\n",
       "   // ----------\n",
       "   \n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "&quot;column&quot;:[&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;],\n",
       "&quot;row&quot;:[&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;],\n",
       "&quot;value&quot;:[1.0,-0.02782511923058273,0.0826595703861011,-0.050198983636982906,0.24420775279437662,-0.02782511923058273,1.0,0.3735871906264913,-0.19074715633383899,0.16022419622116035,0.0826595703861011,0.3735871906264913,1.0,-0.1308719630307398,0.2215218879995723,-0.050198983636982906,-0.19074715633383899,-0.1308719630307398,1.0,0.17152056539956614,0.24420775279437662,0.16022419622116035,0.2215218879995723,0.17152056539956614,1.0]\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true,\n",
       "&quot;name&quot;:&quot;&quot;\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;discrete&quot;:true,\n",
       "&quot;name&quot;:&quot;&quot;\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;fill&quot;,\n",
       "&quot;scale_mapper_kind&quot;:&quot;color_gradientn&quot;,\n",
       "&quot;limits&quot;:[-1.0,1.0],\n",
       "&quot;colors&quot;:[&quot;#ff6632&quot;,&quot;#a6a6a6&quot;,&quot;#4c4c4c&quot;]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;x&quot;:&quot;row&quot;,\n",
       "&quot;y&quot;:&quot;column&quot;,\n",
       "&quot;fill&quot;:&quot;value&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;inherit_aes&quot;:false,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;tile&quot;,\n",
       "&quot;data&quot;:{\n",
       "}\n",
       "}],\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;row&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;column&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;value&quot;\n",
       "}]\n",
       "},\n",
       "&quot;spec_id&quot;:&quot;20&quot;\n",
       "};\n",
       "       var containerDiv = document.getElementById(&quot;tZzbA6&quot;);\n",
       "       \n",
       "               var toolbar = null;\n",
       "               var plotContainer = containerDiv;               \n",
       "               \n",
       "       var options = {\n",
       "           sizing: {\n",
       "               width_mode: &quot;fixed&quot;,\n",
       "               height_mode: &quot;fixed&quot;,\n",
       "               width: 600.0,\n",
       "               height: 400.0\n",
       "           }\n",
       "       };\n",
       "       var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
       "       if (toolbar) {\n",
       "         toolbar.bind(fig);\n",
       "       }\n",
       "       \n",
       "   // ----------\n",
       "   })();\n",
       "   \n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=4d95df0f-a4bf-4cd2-b580-c44410a9ab18 width=\"100%\" height=\"100%\" style=\"max-width: 600.0px; max-height: 400.0px;\" viewBox=\"0 0 600.0 400.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <style type=\"text/css\">\n",
       "  .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#pLmKsb8 .plot-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 16.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .plot-subtitle {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .plot-caption {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .hyperlink-element {\n",
       "fill: #118ed8;\n",
       "font-weight: normal;\n",
       "   font-style: normal;\n",
       "}\n",
       "#pLmKsb8 .legend-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .legend-item {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .axis-title-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .axis-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dASyEfx .axis-tooltip-text-x {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .axis-title-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .axis-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dASyEfx .axis-tooltip-text-y {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .facet-strip-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#pLmKsb8 .facet-strip-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dASyEfx .tooltip-text {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dASyEfx .tooltip-title {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#dASyEfx .tooltip-label {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "\n",
       "  </style>\n",
       "  <g id=\"pLmKsb8\">\n",
       "    <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M43.98188862250851 0.0 L43.98188862250851 400.0 L556.0181113774916 400.0 L556.0181113774916 0.0 Z\">\n",
       "    </path>\n",
       "    <g transform=\"translate(73.4818886225085 6.5 ) \">\n",
       "      <g>\n",
       "        <g transform=\"translate(64.03061335149923 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"44.2037037037037\" y1=\"0.0\" x2=\"44.2037037037037\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"107.35185185185185\" y1=\"0.0\" x2=\"107.35185185185185\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"170.5\" y1=\"0.0\" x2=\"170.5\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"233.64814814814812\" y1=\"0.0\" x2=\"233.64814814814812\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"296.7962962962963\" y1=\"0.0\" x2=\"296.7962962962963\" y2=\"341.0\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(64.03061335149923 0.0 ) \">\n",
       "          <g>\n",
       "            <line x1=\"0.0\" y1=\"296.7962962962963\" x2=\"341.0\" y2=\"296.7962962962963\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"233.64814814814815\" x2=\"341.0\" y2=\"233.64814814814815\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"170.5\" x2=\"341.0\" y2=\"170.5\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"107.35185185185188\" x2=\"341.0\" y2=\"107.35185185185188\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "            <line x1=\"0.0\" y1=\"44.203703703703724\" x2=\"341.0\" y2=\"44.203703703703724\" stroke=\"rgb(233,233,233)\" stroke-opacity=\"1.0\" stroke-width=\"1.0\" fill=\"none\">\n",
       "            </line>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g clip-path=\"url(#cAHRzHA)\" clip-bounds-jfx=\"[rect (64.03061335149923, 0.0), (341.0, 341.0)]\">\n",
       "        <g transform=\"translate(64.03061335149923 0.0 ) \">\n",
       "          <g>\n",
       "            <g>\n",
       "              <g>\n",
       "                <g >\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"12.62962962962963\" y=\"265.22222222222223\" height=\"63.14814814814815\" width=\"63.14814814814814\" />\n",
       "                  <rect fill=\"#aaa5a3\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"75.77777777777777\" y=\"265.22222222222223\" height=\"63.14814814814815\" width=\"63.14814814814815\" />\n",
       "                  <rect fill=\"#9e9e9e\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"138.92592592592592\" y=\"265.22222222222223\" height=\"63.14814814814815\" width=\"63.148148148148124\" />\n",
       "                  <rect fill=\"#ada3a0\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"202.07407407407405\" y=\"265.22222222222223\" height=\"63.14814814814815\" width=\"63.14814814814818\" />\n",
       "                  <rect fill=\"#8f8f8f\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"265.22222222222223\" y=\"265.22222222222223\" height=\"63.14814814814815\" width=\"63.148148148148096\" />\n",
       "                  <rect fill=\"#aaa5a3\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"12.62962962962963\" y=\"202.07407407407408\" height=\"63.14814814814815\" width=\"63.14814814814814\" />\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"75.77777777777777\" y=\"202.07407407407408\" height=\"63.14814814814815\" width=\"63.14814814814815\" />\n",
       "                  <rect fill=\"#838383\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"138.92592592592592\" y=\"202.07407407407408\" height=\"63.14814814814815\" width=\"63.148148148148124\" />\n",
       "                  <rect fill=\"#be9c90\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"202.07407407407405\" y=\"202.07407407407408\" height=\"63.14814814814815\" width=\"63.14814814814818\" />\n",
       "                  <rect fill=\"#979797\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"265.22222222222223\" y=\"202.07407407407408\" height=\"63.14814814814815\" width=\"63.148148148148096\" />\n",
       "                  <rect fill=\"#9e9e9e\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"12.62962962962963\" y=\"138.92592592592595\" height=\"63.148148148148124\" width=\"63.14814814814814\" />\n",
       "                  <rect fill=\"#838383\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"75.77777777777777\" y=\"138.92592592592595\" height=\"63.148148148148124\" width=\"63.14814814814815\" />\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"138.92592592592592\" y=\"138.92592592592595\" height=\"63.148148148148124\" width=\"63.148148148148124\" />\n",
       "                  <rect fill=\"#b79f97\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"202.07407407407405\" y=\"138.92592592592595\" height=\"63.148148148148124\" width=\"63.14814814814818\" />\n",
       "                  <rect fill=\"#919191\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"265.22222222222223\" y=\"138.92592592592595\" height=\"63.148148148148124\" width=\"63.148148148148096\" />\n",
       "                  <rect fill=\"#ada3a0\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"12.62962962962963\" y=\"75.7777777777778\" height=\"63.14814814814815\" width=\"63.14814814814814\" />\n",
       "                  <rect fill=\"#be9c90\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"75.77777777777777\" y=\"75.7777777777778\" height=\"63.14814814814815\" width=\"63.14814814814815\" />\n",
       "                  <rect fill=\"#b79f97\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"138.92592592592592\" y=\"75.7777777777778\" height=\"63.14814814814815\" width=\"63.148148148148124\" />\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"202.07407407407405\" y=\"75.7777777777778\" height=\"63.14814814814815\" width=\"63.14814814814818\" />\n",
       "                  <rect fill=\"#969696\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"265.22222222222223\" y=\"75.7777777777778\" height=\"63.14814814814815\" width=\"63.148148148148096\" />\n",
       "                  <rect fill=\"#8f8f8f\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"12.62962962962963\" y=\"12.629629629629676\" height=\"63.148148148148124\" width=\"63.14814814814814\" />\n",
       "                  <rect fill=\"#979797\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"75.77777777777777\" y=\"12.629629629629676\" height=\"63.148148148148124\" width=\"63.14814814814815\" />\n",
       "                  <rect fill=\"#919191\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"138.92592592592592\" y=\"12.629629629629676\" height=\"63.148148148148124\" width=\"63.148148148148124\" />\n",
       "                  <rect fill=\"#969696\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"202.07407407407405\" y=\"12.629629629629676\" height=\"63.148148148148124\" width=\"63.14814814814818\" />\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#ffffff\" stroke-width=\"0.0\" x=\"265.22222222222223\" y=\"12.629629629629676\" height=\"63.148148148148124\" width=\"63.148148148148096\" />\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
       "          <clipPath id=\"cAHRzHA\">\n",
       "            <rect x=\"64.03061335149923\" y=\"0.0\" width=\"341.0\" height=\"341.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "      </g>\n",
       "      <g>\n",
       "        <g transform=\"translate(64.03061335149923 341.0 ) \">\n",
       "          <g transform=\"translate(44.2037037037037 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>survived</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(107.35185185185185 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>sibsp</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(170.5 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>parch</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(233.64814814814812 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>age</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(296.7962962962963 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>fare</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <line x1=\"0.0\" y1=\"0.0\" x2=\"341.0\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "          </line>\n",
       "        </g>\n",
       "        <g transform=\"translate(64.03061335149923 0.0 ) \">\n",
       "          <g transform=\"translate(0.0 296.7962962962963 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>survived</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 233.64814814814815 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>sibsp</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 170.5 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>parch</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 107.35185185185188 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>age</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 44.203703703703724 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>fare</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(59.98188862250851 177.0 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan></tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(308.0125019740077 393.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan></tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(490.0125019740078 103.25 ) \">\n",
       "      <rect x=\"0.0\" y=\"0.0\" height=\"147.5\" width=\"66.00560940348372\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\">\n",
       "      </rect>\n",
       "      <g transform=\"translate(5.0 5.0 ) \">\n",
       "        <g transform=\"translate(0.0 12.0 ) \">\n",
       "          <text class=\"legend-title\" y=\"0.0\">\n",
       "            <tspan>value</tspan>\n",
       "          </text>\n",
       "        </g>\n",
       "        <g transform=\"translate(0.0 22.5 ) \">\n",
       "          <g>\n",
       "            <rect x=\"0.0\" y=\"0.0\" height=\"115.0\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(80,80,80)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"7.55\" height=\"107.45\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(89,89,89)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"13.1\" height=\"101.9\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(97,97,97)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"18.65\" height=\"96.35\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(106,106,106)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"24.2\" height=\"90.8\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(115,115,115)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"29.75\" height=\"85.25\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(124,124,124)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"35.3\" height=\"79.7\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(133,133,133)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"40.849999999999994\" height=\"74.15\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(142,142,142)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"46.39999999999999\" height=\"68.60000000000001\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(152,152,152)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"51.94999999999999\" height=\"63.05000000000001\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(161,161,161)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"57.499999999999986\" height=\"57.500000000000014\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(173,163,160)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"63.04999999999998\" height=\"51.95000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(185,158,149)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"68.59999999999998\" height=\"46.40000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(196,153,137)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"74.14999999999998\" height=\"40.85000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(206,147,126)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"79.69999999999997\" height=\"35.300000000000026\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(215,141,115)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"85.24999999999997\" height=\"29.75000000000003\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(223,135,103)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"90.79999999999997\" height=\"24.20000000000003\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(231,129,92)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"96.34999999999997\" height=\"18.650000000000034\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(239,122,80)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"101.89999999999996\" height=\"13.100000000000037\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(245,114,69)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"107.44999999999996\" height=\"7.55000000000004\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(252,106,56)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <line x1=\"0.0\" y1=\"113.0\" x2=\"4.6\" y2=\"113.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"113.0\" x2=\"23.0\" y2=\"113.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 117.55 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>-1.0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"85.25\" x2=\"4.6\" y2=\"85.25\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"85.25\" x2=\"23.0\" y2=\"85.25\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 89.8 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>-0.5</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"57.5\" x2=\"4.6\" y2=\"57.5\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"57.5\" x2=\"23.0\" y2=\"57.5\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 62.05 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>0.0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"29.75\" x2=\"4.6\" y2=\"29.75\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"29.75\" x2=\"23.0\" y2=\"29.75\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 34.3 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>0.5</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"2.0\" x2=\"4.6\" y2=\"2.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"2.0\" x2=\"23.0\" y2=\"2.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 6.549999999999999 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>1.0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M43.98188862250851 0.0 L43.98188862250851 400.0 L556.0181113774916 400.0 L556.0181113774916 0.0 Z\" pointer-events=\"none\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"dASyEfx\">\n",
       "  </g>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"4d95df0f-a4bf-4cd2-b580-c44410a9ab18\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "mapping": {},
        "data": {
         "column": [
          "survived",
          "survived",
          "survived",
          "survived",
          "survived",
          "sibsp",
          "sibsp",
          "sibsp",
          "sibsp",
          "sibsp",
          "parch",
          "parch",
          "parch",
          "parch",
          "parch",
          "age",
          "age",
          "age",
          "age",
          "age",
          "fare",
          "fare",
          "fare",
          "fare",
          "fare"
         ],
         "row": [
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare",
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare",
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare",
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare",
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare"
         ],
         "value": [
          1.0,
          -0.02782511923058273,
          0.0826595703861011,
          -0.050198983636982906,
          0.24420775279437662,
          -0.02782511923058273,
          1.0,
          0.3735871906264913,
          -0.19074715633383899,
          0.16022419622116035,
          0.0826595703861011,
          0.3735871906264913,
          1.0,
          -0.1308719630307398,
          0.2215218879995723,
          -0.050198983636982906,
          -0.19074715633383899,
          -0.1308719630307398,
          1.0,
          0.17152056539956614,
          0.24420775279437662,
          0.16022419622116035,
          0.2215218879995723,
          0.17152056539956614,
          1.0
         ]
        },
        "kind": "plot",
        "scales": [
         {
          "aesthetic": "x",
          "discrete": true,
          "name": ""
         },
         {
          "aesthetic": "y",
          "discrete": true,
          "name": ""
         },
         {
          "aesthetic": "fill",
          "scale_mapper_kind": "color_gradientn",
          "limits": [
           -1.0,
           1.0
          ],
          "colors": [
           "#ff6632",
           "#a6a6a6",
           "#4c4c4c"
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "x": "row",
           "y": "column",
           "fill": "value"
          },
          "stat": "identity",
          "sampling": "none",
          "inherit_aes": false,
          "position": "identity",
          "geom": "tile"
         }
        ],
        "data_meta": {
         "series_annotations": [
          {
           "type": "str",
           "column": "row"
          },
          {
           "type": "str",
           "column": "column"
          },
          {
           "type": "float",
           "column": "value"
          }
         ]
        }
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 36
  },
  {
   "cell_type": "code",
   "source": [
    "correlationTable.plot {\n",
    "    points {\n",
    "        size(value) {\n",
    "            legend {\n",
    "                breaks(emptyList())\n",
    "            }\n",
    "        }\n",
    "        symbol = Symbol.SQUARE\n",
    "        x(row) {\n",
    "            axis.name = \"\"\n",
    "        }\n",
    "        y(column) {\n",
    "            axis.name = \"\"\n",
    "        }\n",
    "        color(value) { scale = scaleContinuousColorGradientN() }\n",
    "    }\n",
    "    layout {\n",
    "        style {\n",
    "            panel.grid {\n",
    "                majorLine {\n",
    "                    blank = true\n",
    "                }\n",
    "            }\n",
    "        }\n",
    "        size = 500 to 350\n",
    "    }\n",
    "}"
   ],
   "metadata": {
    "collapsed": false,
    "ExecuteTime": {
     "end_time": "2025-05-28T10:28:36.815484Z",
     "start_time": "2025-05-28T10:28:36.534198Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe src='about:blank' style='border:none !important;' width='500' height='350' srcdoc=\"&lt;html lang=&quot;en&quot;>\n",
       "   &lt;head>\n",
       "       &lt;meta charset=&quot;UTF-8&quot;>\n",
       "       &lt;style> html, body { margin: 0; overflow: hidden; } &lt;/style>\n",
       "       &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;library&quot; src=&quot;https://cdn.jsdelivr.net/gh/JetBrains/lets-plot@v4.5.1/js-package/distr/lets-plot.min.js&quot;>&lt;/script>\n",
       "   &lt;/head>\n",
       "   &lt;body>\n",
       "          &lt;div id=&quot;e0Jw9j&quot;>&lt;/div>\n",
       "   &lt;script type=&quot;text/javascript&quot; data-lets-plot-script=&quot;plot&quot;>\n",
       "   \n",
       "   (function() {\n",
       "   // ----------\n",
       "   \n",
       "       var plotSpec={\n",
       "&quot;mapping&quot;:{\n",
       "},\n",
       "&quot;data&quot;:{\n",
       "&quot;column&quot;:[&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;,&quot;fare&quot;],\n",
       "&quot;row&quot;:[&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;,&quot;survived&quot;,&quot;sibsp&quot;,&quot;parch&quot;,&quot;age&quot;,&quot;fare&quot;],\n",
       "&quot;value&quot;:[1.0,-0.02782511923058273,0.0826595703861011,-0.050198983636982906,0.24420775279437662,-0.02782511923058273,1.0,0.3735871906264913,-0.19074715633383899,0.16022419622116035,0.0826595703861011,0.3735871906264913,1.0,-0.1308719630307398,0.2215218879995723,-0.050198983636982906,-0.19074715633383899,-0.1308719630307398,1.0,0.17152056539956614,0.24420775279437662,0.16022419622116035,0.2215218879995723,0.17152056539956614,1.0]\n",
       "},\n",
       "&quot;ggsize&quot;:{\n",
       "&quot;width&quot;:500.0,\n",
       "&quot;height&quot;:350.0\n",
       "},\n",
       "&quot;kind&quot;:&quot;plot&quot;,\n",
       "&quot;scales&quot;:[{\n",
       "&quot;aesthetic&quot;:&quot;size&quot;,\n",
       "&quot;breaks&quot;:[],\n",
       "&quot;limits&quot;:[null,null]\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;x&quot;,\n",
       "&quot;discrete&quot;:true,\n",
       "&quot;name&quot;:&quot;&quot;\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;y&quot;,\n",
       "&quot;discrete&quot;:true,\n",
       "&quot;name&quot;:&quot;&quot;\n",
       "},{\n",
       "&quot;aesthetic&quot;:&quot;color&quot;,\n",
       "&quot;scale_mapper_kind&quot;:&quot;color_gradientn&quot;,\n",
       "&quot;limits&quot;:[-1.0,1.0],\n",
       "&quot;colors&quot;:[&quot;#ff6632&quot;,&quot;#a6a6a6&quot;,&quot;#4c4c4c&quot;]\n",
       "}],\n",
       "&quot;layers&quot;:[{\n",
       "&quot;mapping&quot;:{\n",
       "&quot;size&quot;:&quot;value&quot;,\n",
       "&quot;x&quot;:&quot;row&quot;,\n",
       "&quot;y&quot;:&quot;column&quot;,\n",
       "&quot;color&quot;:&quot;value&quot;\n",
       "},\n",
       "&quot;stat&quot;:&quot;identity&quot;,\n",
       "&quot;shape&quot;:15.0,\n",
       "&quot;sampling&quot;:&quot;none&quot;,\n",
       "&quot;inherit_aes&quot;:false,\n",
       "&quot;position&quot;:&quot;identity&quot;,\n",
       "&quot;geom&quot;:&quot;point&quot;,\n",
       "&quot;data&quot;:{\n",
       "}\n",
       "}],\n",
       "&quot;theme&quot;:{\n",
       "&quot;axis_ontop&quot;:false,\n",
       "&quot;axis_ontop_y&quot;:false,\n",
       "&quot;axis_ontop_x&quot;:false,\n",
       "&quot;panel_grid_major&quot;:{\n",
       "&quot;blank&quot;:true\n",
       "}\n",
       "},\n",
       "&quot;data_meta&quot;:{\n",
       "&quot;series_annotations&quot;:[{\n",
       "&quot;type&quot;:&quot;float&quot;,\n",
       "&quot;column&quot;:&quot;value&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;row&quot;\n",
       "},{\n",
       "&quot;type&quot;:&quot;str&quot;,\n",
       "&quot;column&quot;:&quot;column&quot;\n",
       "}]\n",
       "},\n",
       "&quot;spec_id&quot;:&quot;23&quot;\n",
       "};\n",
       "       var containerDiv = document.getElementById(&quot;e0Jw9j&quot;);\n",
       "       \n",
       "               var toolbar = null;\n",
       "               var plotContainer = containerDiv;               \n",
       "               \n",
       "       var options = {\n",
       "           sizing: {\n",
       "               width_mode: &quot;fixed&quot;,\n",
       "               height_mode: &quot;fixed&quot;,\n",
       "               width: 500.0,\n",
       "               height: 350.0\n",
       "           }\n",
       "       };\n",
       "       var fig = LetsPlot.buildPlotFromProcessedSpecs(plotSpec, -1, -1, plotContainer, options);\n",
       "       if (toolbar) {\n",
       "         toolbar.bind(fig);\n",
       "       }\n",
       "       \n",
       "   // ----------\n",
       "   })();\n",
       "   \n",
       "   &lt;/script>\n",
       "   &lt;/body>\n",
       "&lt;/html>\"></iframe>            <svg xmlns=\"http://www.w3.org/2000/svg\" xmlns:xlink=\"http://www.w3.org/1999/xlink\" display=\"block\" class=\"plt-container\" id=459c60f3-ee7d-46d8-a1d8-18154ba37491 width=\"100%\" height=\"100%\" style=\"max-width: 500.0px; max-height: 350.0px;\" viewBox=\"0 0 500.0 350.0\" preserveAspectRatio=\"xMinYMin meet\">\n",
       "  <style type=\"text/css\">\n",
       "  .plt-container {\n",
       "   font-family: Lucida Grande, sans-serif;\n",
       "   user-select: none;\n",
       "   -webkit-user-select: none;\n",
       "   -moz-user-select: none;\n",
       "   -ms-user-select: none;\n",
       "}\n",
       "text {\n",
       "   text-rendering: optimizeLegibility;\n",
       "}\n",
       "#ptWA12M .plot-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 16.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .plot-subtitle {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .plot-caption {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .hyperlink-element {\n",
       "fill: #118ed8;\n",
       "font-weight: normal;\n",
       "   font-style: normal;\n",
       "}\n",
       "#ptWA12M .legend-title {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .legend-item {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .axis-title-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .axis-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d9JqEr8 .axis-tooltip-text-x {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .axis-title-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 15.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .axis-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d9JqEr8 .axis-tooltip-text-y {\n",
       "fill: #ffffff;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .facet-strip-text-x {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#ptWA12M .facet-strip-text-y {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d9JqEr8 .tooltip-text {\n",
       "fill: #474747;\n",
       "font-weight: normal;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d9JqEr8 .tooltip-title {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "#d9JqEr8 .tooltip-label {\n",
       "fill: #474747;\n",
       "font-weight: bold;\n",
       "   font-style: normal;font-family: Lucida Grande, sans-serif;\n",
       "font-size: 13.0px;\n",
       "\n",
       "}\n",
       "\n",
       "  </style>\n",
       "  <g id=\"ptWA12M\">\n",
       "    <path fill-rule=\"evenodd\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\" d=\"M0.0 0.0 L0.0 350.0 L500.0 350.0 L500.0 0.0 Z\">\n",
       "    </path>\n",
       "    <g transform=\"translate(29.5 6.5 ) \">\n",
       "      <g>\n",
       "        <g transform=\"translate(64.03061335149923 0.0 ) \">\n",
       "          <g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(64.03061335149923 0.0 ) \">\n",
       "          <g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <g transform=\"translate(64.03061335149923 291.0 ) \">\n",
       "          <g transform=\"translate(14.952898965682591 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>survived</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(89.71739379409554 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>sibsp</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(164.48188862250848 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>parch</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(239.24638345092143 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>age</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(314.0108782793344 0.0 ) \">\n",
       "            <line stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" x2=\"0.0\" y2=\"4.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(0.0 7.0 ) \">\n",
       "              <text class=\"axis-text-x\" text-anchor=\"middle\" dy=\"0.7em\">\n",
       "                <tspan>fare</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <line x1=\"0.0\" y1=\"0.0\" x2=\"328.963777245017\" y2=\"0.0\" stroke-width=\"1.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\">\n",
       "          </line>\n",
       "        </g>\n",
       "        <g transform=\"translate(64.03061335149923 0.0 ) \">\n",
       "          <g transform=\"translate(0.0 277.77272727272725 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>survived</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 211.63636363636363 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>sibsp</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 145.5 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>parch</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 79.36363636363637 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>age</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "          <g transform=\"translate(0.0 13.227272727272748 ) \">\n",
       "            <g transform=\"translate(-3.0 0.0 ) \">\n",
       "              <text class=\"axis-text-y\" text-anchor=\"end\" dy=\"0.35em\">\n",
       "                <tspan>fare</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g clip-path=\"url(#cvMV2AR)\" clip-bounds-jfx=\"[rect (64.03061335149923, 0.0), (328.963777245017, 291.0)]\">\n",
       "        <g transform=\"translate(64.03061335149923 0.0 ) \">\n",
       "          <g>\n",
       "            <g>\n",
       "              <g>\n",
       "                <g >\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#4c4c4c\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"4.452898965682591\" y=\"267.27272727272725\" height=\"21.0\" width=\"21.0\" transform=\"rotate(0.0 14.952898965682591 277.77272727272725 ) \" />\n",
       "                  <rect fill=\"#aaa5a3\" stroke=\"#aaa5a3\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"86.98598347652329\" y=\"275.041316955155\" height=\"5.4628206351445\" width=\"5.4628206351445\" transform=\"rotate(0.0 89.71739379409554 277.77272727272725 ) \" />\n",
       "                  <rect fill=\"#9e9e9e\" stroke=\"#9e9e9e\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"160.91540412377114\" y=\"274.2062427739899\" height=\"7.132968997474705\" width=\"7.132968997474705\" transform=\"rotate(0.0 164.48188862250848 277.77272727272725 ) \" />\n",
       "                  <rect fill=\"#ada3a0\" stroke=\"#ada3a0\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"236.68408105738368\" y=\"275.21042487918953\" height=\"5.124604787075497\" width=\"5.124604787075497\" transform=\"rotate(0.0 239.24638345092143 277.77272727272725 ) \" />\n",
       "                  <rect fill=\"#8f8f8f\" stroke=\"#8f8f8f\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"309.2233674410079\" y=\"272.98521643440074\" height=\"9.575021676652975\" width=\"9.575021676652975\" transform=\"rotate(0.0 314.0108782793344 277.77272727272725 ) \" />\n",
       "                  <rect fill=\"#aaa5a3\" stroke=\"#aaa5a3\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"12.221488648110341\" y=\"208.90495331879137\" height=\"5.4628206351445\" width=\"5.4628206351445\" transform=\"rotate(0.0 14.952898965682591 211.63636363636363 ) \" />\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#4c4c4c\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"79.21739379409554\" y=\"201.13636363636363\" height=\"21.0\" width=\"21.0\" transform=\"rotate(0.0 89.71739379409554 211.63636363636363 ) \" />\n",
       "                  <rect fill=\"#838383\" stroke=\"#838383\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"158.71649181208855\" y=\"205.8709668259437\" height=\"11.530793620839884\" width=\"11.530793620839884\" transform=\"rotate(0.0 164.48188862250848 211.63636363636363 ) \" />\n",
       "                  <rect fill=\"#be9c90\" stroke=\"#be9c90\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"237.74638345092143\" y=\"210.13636363636363\" height=\"3.0\" width=\"3.0\" transform=\"rotate(0.0 239.24638345092143 211.63636363636363 ) \" />\n",
       "                  <rect fill=\"#979797\" stroke=\"#979797\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"309.85813864758893\" y=\"207.48362400461815\" height=\"8.305479263490941\" width=\"8.305479263490941\" transform=\"rotate(0.0 314.0108782793344 211.63636363636363 ) \" />\n",
       "                  <rect fill=\"#9e9e9e\" stroke=\"#9e9e9e\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"11.386414466945238\" y=\"141.93351550126266\" height=\"7.132968997474705\" width=\"7.132968997474705\" transform=\"rotate(0.0 14.952898965682591 145.5 ) \" />\n",
       "                  <rect fill=\"#838383\" stroke=\"#838383\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"83.9519969836756\" y=\"139.73460318958007\" height=\"11.530793620839884\" width=\"11.530793620839884\" transform=\"rotate(0.0 89.71739379409554 145.5 ) \" />\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#4c4c4c\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"153.98188862250848\" y=\"135.0\" height=\"21.0\" width=\"21.0\" transform=\"rotate(0.0 164.48188862250848 145.5 ) \" />\n",
       "                  <rect fill=\"#b79f97\" stroke=\"#b79f97\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"237.29382999583947\" y=\"143.54744654491805\" height=\"3.9051069101639118\" width=\"3.9051069101639118\" transform=\"rotate(0.0 239.24638345092143 145.5 ) \" />\n",
       "                  <rect fill=\"#919191\" stroke=\"#919191\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"309.3948335512289\" y=\"140.88395527189448\" height=\"9.232089456211046\" width=\"9.232089456211046\" transform=\"rotate(0.0 314.0108782793344 145.5 ) \" />\n",
       "                  <rect fill=\"#ada3a0\" stroke=\"#ada3a0\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"12.390596572144842\" y=\"76.80133397009863\" height=\"5.124604787075497\" width=\"5.124604787075497\" transform=\"rotate(0.0 14.952898965682591 79.36363636363637 ) \" />\n",
       "                  <rect fill=\"#be9c90\" stroke=\"#be9c90\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"88.21739379409554\" y=\"77.86363636363637\" height=\"3.0\" width=\"3.0\" transform=\"rotate(0.0 89.71739379409554 79.36363636363637 ) \" />\n",
       "                  <rect fill=\"#b79f97\" stroke=\"#b79f97\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"162.52933516742652\" y=\"77.41108290855442\" height=\"3.9051069101639118\" width=\"3.9051069101639118\" transform=\"rotate(0.0 164.48188862250848 79.36363636363637 ) \" />\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#4c4c4c\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"228.74638345092143\" y=\"68.86363636363637\" height=\"21.0\" width=\"21.0\" transform=\"rotate(0.0 239.24638345092143 79.36363636363637 ) \" />\n",
       "                  <rect fill=\"#969696\" stroke=\"#969696\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"309.77275753030904\" y=\"75.125515614611\" height=\"8.476241498050749\" width=\"8.476241498050749\" transform=\"rotate(0.0 314.0108782793344 79.36363636363637 ) \" />\n",
       "                  <rect fill=\"#8f8f8f\" stroke=\"#8f8f8f\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"10.165388127356103\" y=\"8.439761888946261\" height=\"9.575021676652975\" width=\"9.575021676652975\" transform=\"rotate(0.0 14.952898965682591 13.227272727272748 ) \" />\n",
       "                  <rect fill=\"#979797\" stroke=\"#979797\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"85.56465416235007\" y=\"9.074533095527277\" height=\"8.305479263490941\" width=\"8.305479263490941\" transform=\"rotate(0.0 89.71739379409554 13.227272727272748 ) \" />\n",
       "                  <rect fill=\"#919191\" stroke=\"#919191\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"159.86584389440296\" y=\"8.611227999167225\" height=\"9.232089456211046\" width=\"9.232089456211046\" transform=\"rotate(0.0 164.48188862250848 13.227272727272748 ) \" />\n",
       "                  <rect fill=\"#969696\" stroke=\"#969696\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"235.00826270189606\" y=\"8.989151978247374\" height=\"8.476241498050749\" width=\"8.476241498050749\" transform=\"rotate(0.0 239.24638345092143 13.227272727272748 ) \" />\n",
       "                  <rect fill=\"#4c4c4c\" stroke=\"#4c4c4c\" stroke-opacity=\"0.0\" stroke-width=\"0.0\" x=\"303.5108782793344\" y=\"2.727272727272748\" height=\"21.0\" width=\"21.0\" transform=\"rotate(0.0 314.0108782793344 13.227272727272748 ) \" />\n",
       "                </g>\n",
       "              </g>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "        <defs>\n",
       "          <clipPath id=\"cvMV2AR\">\n",
       "            <rect x=\"64.03061335149923\" y=\"0.0\" width=\"328.963777245017\" height=\"291.0\">\n",
       "            </rect>\n",
       "          </clipPath>\n",
       "        </defs>\n",
       "      </g>\n",
       "      <g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g transform=\"translate(16.0 152.0 ) rotate(-90.0 ) \">\n",
       "      <text class=\"axis-title-y\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan></tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(258.0125019740077 343.0 ) \">\n",
       "      <text class=\"axis-title-x\" y=\"0.0\" text-anchor=\"middle\">\n",
       "        <tspan></tspan>\n",
       "      </text>\n",
       "    </g>\n",
       "    <g transform=\"translate(433.99439059651627 78.25 ) \">\n",
       "      <rect x=\"0.0\" y=\"0.0\" height=\"147.5\" width=\"66.00560940348372\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" fill=\"rgb(255,255,255)\" fill-opacity=\"1.0\">\n",
       "      </rect>\n",
       "      <g transform=\"translate(5.0 5.0 ) \">\n",
       "        <g transform=\"translate(0.0 12.0 ) \">\n",
       "          <text class=\"legend-title\" y=\"0.0\">\n",
       "            <tspan>value</tspan>\n",
       "          </text>\n",
       "        </g>\n",
       "        <g transform=\"translate(0.0 22.5 ) \">\n",
       "          <g>\n",
       "            <rect x=\"0.0\" y=\"0.0\" height=\"115.0\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(80,80,80)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"7.55\" height=\"107.45\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(89,89,89)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"13.1\" height=\"101.9\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(97,97,97)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"18.65\" height=\"96.35\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(106,106,106)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"24.2\" height=\"90.8\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(115,115,115)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"29.75\" height=\"85.25\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(124,124,124)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"35.3\" height=\"79.7\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(133,133,133)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"40.849999999999994\" height=\"74.15\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(142,142,142)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"46.39999999999999\" height=\"68.60000000000001\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(152,152,152)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"51.94999999999999\" height=\"63.05000000000001\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(161,161,161)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"57.499999999999986\" height=\"57.500000000000014\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(173,163,160)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"63.04999999999998\" height=\"51.95000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(185,158,149)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"68.59999999999998\" height=\"46.40000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(196,153,137)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"74.14999999999998\" height=\"40.85000000000002\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(206,147,126)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"79.69999999999997\" height=\"35.300000000000026\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(215,141,115)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"85.24999999999997\" height=\"29.75000000000003\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(223,135,103)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"90.79999999999997\" height=\"24.20000000000003\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(231,129,92)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"96.34999999999997\" height=\"18.650000000000034\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(239,122,80)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"101.89999999999996\" height=\"13.100000000000037\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(245,114,69)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <rect x=\"0.0\" y=\"107.44999999999996\" height=\"7.55000000000004\" width=\"23.0\" stroke-width=\"0.0\" fill=\"rgb(252,106,56)\" fill-opacity=\"1.0\">\n",
       "            </rect>\n",
       "            <line x1=\"0.0\" y1=\"113.0\" x2=\"4.6\" y2=\"113.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"113.0\" x2=\"23.0\" y2=\"113.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 117.55 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>-1.0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"85.25\" x2=\"4.6\" y2=\"85.25\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"85.25\" x2=\"23.0\" y2=\"85.25\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 89.8 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>-0.5</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"57.5\" x2=\"4.6\" y2=\"57.5\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"57.5\" x2=\"23.0\" y2=\"57.5\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 62.05 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>0.0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"29.75\" x2=\"4.6\" y2=\"29.75\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"29.75\" x2=\"23.0\" y2=\"29.75\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 34.3 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>0.5</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "            <line x1=\"0.0\" y1=\"2.0\" x2=\"4.6\" y2=\"2.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <line x1=\"18.4\" y1=\"2.0\" x2=\"23.0\" y2=\"2.0\" stroke-width=\"1.0\" stroke=\"rgb(255,255,255)\" stroke-opacity=\"1.0\">\n",
       "            </line>\n",
       "            <g transform=\"translate(26.9903027277341 6.549999999999999 ) \">\n",
       "              <text class=\"legend-item\" y=\"0.0\">\n",
       "                <tspan>1.0</tspan>\n",
       "              </text>\n",
       "            </g>\n",
       "          </g>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <path fill=\"rgb(0,0,0)\" fill-opacity=\"0.0\" stroke=\"rgb(71,71,71)\" stroke-opacity=\"1.0\" stroke-width=\"0.0\" d=\"M0.0 0.0 L0.0 350.0 L500.0 350.0 L500.0 0.0 Z\" pointer-events=\"none\">\n",
       "    </path>\n",
       "  </g>\n",
       "  <g id=\"d9JqEr8\">\n",
       "  </g>\n",
       "</svg>\n",
       "        <script>document.getElementById(\"459c60f3-ee7d-46d8-a1d8-18154ba37491\").style.display = \"none\";</script>"
      ],
      "application/plot+json": {
       "output_type": "lets_plot_spec",
       "output": {
        "mapping": {},
        "data": {
         "column": [
          "survived",
          "survived",
          "survived",
          "survived",
          "survived",
          "sibsp",
          "sibsp",
          "sibsp",
          "sibsp",
          "sibsp",
          "parch",
          "parch",
          "parch",
          "parch",
          "parch",
          "age",
          "age",
          "age",
          "age",
          "age",
          "fare",
          "fare",
          "fare",
          "fare",
          "fare"
         ],
         "row": [
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare",
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare",
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare",
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare",
          "survived",
          "sibsp",
          "parch",
          "age",
          "fare"
         ],
         "value": [
          1.0,
          -0.02782511923058273,
          0.0826595703861011,
          -0.050198983636982906,
          0.24420775279437662,
          -0.02782511923058273,
          1.0,
          0.3735871906264913,
          -0.19074715633383899,
          0.16022419622116035,
          0.0826595703861011,
          0.3735871906264913,
          1.0,
          -0.1308719630307398,
          0.2215218879995723,
          -0.050198983636982906,
          -0.19074715633383899,
          -0.1308719630307398,
          1.0,
          0.17152056539956614,
          0.24420775279437662,
          0.16022419622116035,
          0.2215218879995723,
          0.17152056539956614,
          1.0
         ]
        },
        "ggsize": {
         "width": 500.0,
         "height": 350.0
        },
        "kind": "plot",
        "scales": [
         {
          "aesthetic": "size",
          "breaks": [],
          "limits": [
           null,
           null
          ]
         },
         {
          "aesthetic": "x",
          "discrete": true,
          "name": ""
         },
         {
          "aesthetic": "y",
          "discrete": true,
          "name": ""
         },
         {
          "aesthetic": "color",
          "scale_mapper_kind": "color_gradientn",
          "limits": [
           -1.0,
           1.0
          ],
          "colors": [
           "#ff6632",
           "#a6a6a6",
           "#4c4c4c"
          ]
         }
        ],
        "layers": [
         {
          "mapping": {
           "size": "value",
           "x": "row",
           "y": "column",
           "color": "value"
          },
          "stat": "identity",
          "shape": 15.0,
          "sampling": "none",
          "inherit_aes": false,
          "position": "identity",
          "geom": "point"
         }
        ],
        "theme": {
         "axis_ontop": false,
         "axis_ontop_y": false,
         "axis_ontop_x": false,
         "panel_grid_major": {
          "blank": true
         }
        },
        "data_meta": {
         "series_annotations": [
          {
           "type": "float",
           "column": "value"
          },
          {
           "type": "str",
           "column": "row"
          },
          {
           "type": "str",
           "column": "column"
          }
         ]
        }
       },
       "apply_color_scheme": true,
       "swing_enabled": true
      }
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 37
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Creation of new features\n",
    "\n",
    "We suggest combining both the **Sibsp** and **parch** features into a single new feature named **FamilyNumber** by simply summing them up."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:29:35.998766Z",
     "start_time": "2025-05-28T10:29:35.802141Z"
    }
   },
   "source": [
    "val familyDF = df1\n",
    "    .add(\"familyNumber\") { sibsp + parch }\n",
    "\n",
    "familyDF.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_45()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_45\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870800&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 15&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;pclass: Int&bsol;&quot;&gt;pclass&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sex: String&bsol;&quot;&gt;sex&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;other&quot;,&quot;male&quot;,&quot;female&quot;,&quot;male&quot;,&quot;female&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.9167&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;25.0000&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;sibsp: Double&bsol;&quot;&gt;sibsp&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;parch: Double&bsol;&quot;&gt;parch&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;ticket: String&bsol;&quot;&gt;ticket&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;24160&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;,&quot;113781&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;fare: Double&bsol;&quot;&gt;fare&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;211.3375&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;151.5500&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;cabin: String&bsol;&quot;&gt;cabin&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;B5&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;,&quot;C22 C26&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;embarked: String&bsol;&quot;&gt;embarked&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;S&quot;,&quot;AA&quot;,&quot;S&quot;,&quot;S&quot;,&quot;S&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;boat: String?&bsol;&quot;&gt;boat&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;2&quot;,&quot;11&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;body: Int?&bsol;&quot;&gt;body&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;135&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;null&bsol;&quot;&gt;null&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;homedest: String&bsol;&quot;&gt;homedest&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;St Louis, MO&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;,&quot;Montreal, PQ &sol; Chesterville, ON&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;familyNumber: Double&bsol;&quot;&gt;familyNumber&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;3.0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870800, rootId: -536870800, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870800) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_45() {\n",
       "                    let elem = document.getElementById(\"iframe_out_45\");\n",
       "                    resize_iframe_out_45(elem);\n",
       "                    setInterval(resize_iframe_out_45, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_45(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870799\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">pclass</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">sex</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th><th class=\"bottomBorder\" style=\"text-align:left\">sibsp</th><th class=\"bottomBorder\" style=\"text-align:left\">parch</th><th class=\"bottomBorder\" style=\"text-align:left\">ticket</th><th class=\"bottomBorder\" style=\"text-align:left\">fare</th><th class=\"bottomBorder\" style=\"text-align:left\">cabin</th><th class=\"bottomBorder\" style=\"text-align:left\">embarked</th><th class=\"bottomBorder\" style=\"text-align:left\">boat</th><th class=\"bottomBorder\" style=\"text-align:left\">body</th><th class=\"bottomBorder\" style=\"text-align:left\">homedest</th><th class=\"bottomBorder\" style=\"text-align:left\">familyNumber</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">other</td><td  style=\"vertical-align:top\">29.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">0.000000</td><td  style=\"vertical-align:top\">24160</td><td  style=\"vertical-align:top\">211.337500</td><td  style=\"vertical-align:top\">B5</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">2</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">St Louis, MO</td><td  style=\"vertical-align:top\">0.000000</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">0.916700</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">AA</td><td  style=\"vertical-align:top\">11</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td  style=\"vertical-align:top\">3.000000</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td  style=\"vertical-align:top\">3.000000</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">male</td><td  style=\"vertical-align:top\">30.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">135</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td  style=\"vertical-align:top\">3.000000</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">female</td><td  style=\"vertical-align:top\">25.000000</td><td  style=\"vertical-align:top\">1.000000</td><td  style=\"vertical-align:top\">2.000000</td><td  style=\"vertical-align:top\">113781</td><td  style=\"vertical-align:top\">151.550000</td><td  style=\"vertical-align:top\">C22 C26</td><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">null</td><td  style=\"vertical-align:top\">Montreal, PQ / Chesterville, ON</td><td  style=\"vertical-align:top\">3.000000</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870799\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"pclass\",\"survived\",\"name\",\"sex\",\"age\",\"sibsp\",\"parch\",\"ticket\",\"fare\",\"cabin\",\"embarked\",\"boat\",\"body\",\"homedest\",\"familyNumber\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int?\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":15},\"kotlin_dataframe\":[{\"pclass\":1,\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"sex\":\"other\",\"age\":29.0,\"sibsp\":0.0,\"parch\":0.0,\"ticket\":\"24160\",\"fare\":211.3375,\"cabin\":\"B5\",\"embarked\":\"S\",\"boat\":\"2\",\"body\":null,\"homedest\":\"St Louis, MO\",\"familyNumber\":0.0},{\"pclass\":1,\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"sex\":\"male\",\"age\":0.9167,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"AA\",\"boat\":\"11\",\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"sex\":\"female\",\"age\":2.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"sex\":\"male\",\"age\":30.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":135,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0},{\"pclass\":1,\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"sex\":\"female\",\"age\":25.0,\"sibsp\":1.0,\"parch\":2.0,\"ticket\":\"113781\",\"fare\":151.55,\"cabin\":\"C22 C26\",\"embarked\":\"S\",\"boat\":null,\"body\":null,\"homedest\":\"Montreal, PQ / Chesterville, ON\",\"familyNumber\":3.0}]}"
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 38
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:30:07.106789Z",
     "start_time": "2025-05-28T10:30:07.043468Z"
    }
   },
   "source": [
    "familyDF.corr { familyNumber }.with { survived }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_49()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_49\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870792&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 1, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;familyNumber&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.026876&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870792, rootId: -536870792, totalRows: 1 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870792) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_49() {\n",
       "                    let elem = document.getElementById(\"iframe_out_49\");\n",
       "                    resize_iframe_out_49(elem);\n",
       "                    setInterval(resize_iframe_out_49, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_49(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870791\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">familyNumber</td><td  style=\"vertical-align:top\">0.026876</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870791\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1,\"ncol\":2},\"kotlin_dataframe\":[{\"column\":\"familyNumber\",\"survived\":0.02687643412533192}]}"
     },
     "execution_count": 40,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 40
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:30:09.716646Z",
     "start_time": "2025-05-28T10:30:09.606851Z"
    }
   },
   "source": [
    "familyDF.corr { familyNumber }.with { age }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_51()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_51\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870788&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 1, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;column: String&bsol;&quot;&gt;column&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;familyNumber&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;age: Double&bsol;&quot;&gt;age&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.196996&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870788, rootId: -536870788, totalRows: 1 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870788) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_51() {\n",
       "                    let elem = document.getElementById(\"iframe_out_51\");\n",
       "                    resize_iframe_out_51(elem);\n",
       "                    setInterval(resize_iframe_out_51, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_51(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870787\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">column</th><th class=\"bottomBorder\" style=\"text-align:left\">age</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">familyNumber</td><td  style=\"vertical-align:top\">-0.196996</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870787\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"column\",\"age\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":1,\"ncol\":2},\"kotlin_dataframe\":[{\"column\":\"familyNumber\",\"age\":-0.19699624168458799}]}"
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 41
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": "It looks like the new feature has no influence on the **survived** column, but it has a strong negative correlation with **age**."
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Titles\n",
    "Let's try to extract something from the names. A lot of strings in the name column contain special titles, like Done, Mr, Mrs and so on."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:30:39.277144Z",
     "start_time": "2025-05-28T10:30:38.969832Z"
    }
   },
   "source": [
    "val titledDF = df\n",
    "    .select { survived and name }\n",
    "    .add(\"title\") {\n",
    "        name.split(\".\")[0].split(\",\")[1].trim()\n",
    "    }\n",
    "titledDF.head(100)"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_53()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_53\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870784&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 100 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 100, columnsCount = 3&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Anderson, Mr. Harry&quot;,&quot;Andrews, Miss. Kornelia Theodosia&quot;,&quot;Andrews, Mr. Thomas Jr&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Appleton, Mrs. Edward Dale (Charlotte Lamson)&bsol;&quot;&gt;Appleton, Mrs. Edward Dale (Charlotte&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Artagaveytia, Mr. Ramon&quot;,&quot;Astor, Col. John Jacob&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Astor, Mrs. John Jacob (Madeleine Talmadge Force)&bsol;&quot;&gt;Astor, Mrs. John Jacob (Madeleine Tal&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Aubart, Mme. Leontine Pauline&quot;,&quot;Barber, Miss. Ellen &amp;#34;Nellie&amp;#34;&quot;,&quot;Barkworth, Mr. Algernon Henry Wilson&quot;,&quot;Baumann, Mr. John D&quot;,&quot;Baxter, Mr. Quigg Edmond&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Baxter, Mrs. James (Helene DeLaudeniere Chaput)&bsol;&quot;&gt;Baxter, Mrs. James (Helene DeLaudenie&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;Bazzani, Miss. Albina&quot;,&quot;Beattie, Mr. Thomson&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Miss&quot;,&quot;Master&quot;,&quot;Miss&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Mr&quot;,&quot;Miss&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Mr&quot;,&quot;Col&quot;,&quot;Mrs&quot;,&quot;Mme&quot;,&quot;Miss&quot;,&quot;Mr&quot;,&quot;Mr&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Miss&quot;,&quot;Mr&quot;] }, \n",
       "], id: -536870784, rootId: -536870784, totalRows: 100 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870784) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_53() {\n",
       "                    let elem = document.getElementById(\"iframe_out_53\");\n",
       "                    resize_iframe_out_53(elem);\n",
       "                    setInterval(resize_iframe_out_53, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_53(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870783\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">title</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">Master</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Mrs</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Anderson, Mr. Harry</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Andrews, Miss. Kornelia Theodosia</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Andrews, Mr. Thomas Jr</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Appleton, Mrs. Edward Dale (Charlotte<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Mrs</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Artagaveytia, Mr. Ramon</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Astor, Col. John Jacob</td><td  style=\"vertical-align:top\">Col</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Astor, Mrs. John Jacob (Madeleine Tal<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Mrs</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Aubart, Mme. Leontine Pauline</td><td  style=\"vertical-align:top\">Mme</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Barber, Miss. Ellen &#34;Nellie&#34;</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Barkworth, Mr. Algernon Henry Wilson</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Baumann, Mr. John D</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Baxter, Mr. Quigg Edmond</td><td  style=\"vertical-align:top\">Mr</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Baxter, Mrs. James (Helene DeLaudenie<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Mrs</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Bazzani, Miss. Albina</td><td  style=\"vertical-align:top\">Miss</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Beattie, Mr. Thomson</td><td  style=\"vertical-align:top\">Mr</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870783\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"title\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":100,\"ncol\":3},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"title\":\"Miss\"},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"title\":\"Master\"},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Anderson, Mr. Harry\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Andrews, Miss. Kornelia Theodosia\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Andrews, Mr. Thomas Jr\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Appleton, Mrs. Edward Dale (Charlotte Lamson)\",\"title\":\"Mrs\"},{\"survived\":0,\"name\":\"Artagaveytia, Mr. Ramon\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Astor, Col. John Jacob\",\"title\":\"Col\"},{\"survived\":1,\"name\":\"Astor, Mrs. John Jacob (Madeleine Talmadge Force)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Aubart, Mme. Leontine Pauline\",\"title\":\"Mme\"},{\"survived\":1,\"name\":\"Barber, Miss. Ellen \\\"Nellie\\\"\",\"title\":\"Miss\"},{\"survived\":1,\"name\":\"Barkworth, Mr. Algernon Henry Wilson\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Baumann, Mr. John D\",\"title\":\"Mr\"},{\"survived\":0,\"name\":\"Baxter, Mr. Quigg Edmond\",\"title\":\"Mr\"},{\"survived\":1,\"name\":\"Baxter, Mrs. James (Helene DeLaudeniere Chaput)\",\"title\":\"Mrs\"},{\"survived\":1,\"name\":\"Bazzani, Miss. Albina\",\"title\":\"Miss\"},{\"survived\":0,\"name\":\"Beattie, Mr. Thomson\",\"title\":\"Mr\"}]}"
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 42
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:31:05.817959Z",
     "start_time": "2025-05-28T10:31:05.769398Z"
    }
   },
   "source": [
    "titledDF.valueCounts { title }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_55()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_55\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870780&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 18, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Mr&quot;,&quot;Miss&quot;,&quot;Mrs&quot;,&quot;Master&quot;,&quot;Dr&quot;,&quot;Rev&quot;,&quot;Col&quot;,&quot;Major&quot;,&quot;Mlle&quot;,&quot;Ms&quot;,&quot;Mme&quot;,&quot;Capt&quot;,&quot;Lady&quot;,&quot;Sir&quot;,&quot;Dona&quot;,&quot;Jonkheer&quot;,&quot;the Countess&quot;,&quot;Don&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;757&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;260&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;197&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;61&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;4&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;2&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870780, rootId: -536870780, totalRows: 18 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870780) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_55() {\n",
       "                    let elem = document.getElementById(\"iframe_out_55\");\n",
       "                    resize_iframe_out_55(elem);\n",
       "                    setInterval(resize_iframe_out_55, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_55(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870779\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">757</td></tr><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">260</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">197</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">61</td></tr><tr><td  style=\"vertical-align:top\">Dr</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">Rev</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">Col</td><td  style=\"vertical-align:top\">4</td></tr><tr><td  style=\"vertical-align:top\">Major</td><td  style=\"vertical-align:top\">2</td></tr><tr><td  style=\"vertical-align:top\">Mlle</td><td  style=\"vertical-align:top\">2</td></tr><tr><td  style=\"vertical-align:top\">Ms</td><td  style=\"vertical-align:top\">2</td></tr><tr><td  style=\"vertical-align:top\">Mme</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Capt</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Lady</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Sir</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Dona</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Jonkheer</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">the Countess</td><td  style=\"vertical-align:top\">1</td></tr><tr><td  style=\"vertical-align:top\">Don</td><td  style=\"vertical-align:top\">1</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870779\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":18,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Mr\",\"count\":757},{\"title\":\"Miss\",\"count\":260},{\"title\":\"Mrs\",\"count\":197},{\"title\":\"Master\",\"count\":61},{\"title\":\"Dr\",\"count\":8},{\"title\":\"Rev\",\"count\":8},{\"title\":\"Col\",\"count\":4},{\"title\":\"Major\",\"count\":2},{\"title\":\"Mlle\",\"count\":2},{\"title\":\"Ms\",\"count\":2},{\"title\":\"Mme\",\"count\":1},{\"title\":\"Capt\",\"count\":1},{\"title\":\"Lady\",\"count\":1},{\"title\":\"Sir\",\"count\":1},{\"title\":\"Dona\",\"count\":1},{\"title\":\"Jonkheer\",\"count\":1},{\"title\":\"the Countess\",\"count\":1},{\"title\":\"Don\",\"count\":1}]}"
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 43
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The new **Title** column contains some rare titles and some titles with typos.\n",
    "Let's clean the data and merge all rare titles into one category."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:33:12.945456Z",
     "start_time": "2025-05-28T10:33:12.784091Z"
    }
   },
   "source": [
    "val rareTitles = listOf(\n",
    "    \"Dona\", \"Lady\", \"the Countess\", \"Capt\", \"Col\", \"Don\",\n",
    "    \"Dr\", \"Major\", \"Rev\", \"Sir\", \"Jonkheer\",\n",
    ")\n",
    "\n",
    "val cleanedTitledDF = titledDF.update { title }.with {\n",
    "    when {\n",
    "        it == \"Mlle\" -> \"Miss\"\n",
    "        it == \"Ms\" -> \"Miss\"\n",
    "        it == \"Mme\" -> \"Mrs\"\n",
    "        it in rareTitles -> \"Rare Title\"\n",
    "        else -> it\n",
    "    }\n",
    "}"
   ],
   "outputs": [],
   "execution_count": 44
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:33:24.948520Z",
     "start_time": "2025-05-28T10:33:24.852076Z"
    }
   },
   "source": [
    "cleanedTitledDF.valueCounts { title }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_57()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_57\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870776&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Mr&quot;,&quot;Miss&quot;,&quot;Mrs&quot;,&quot;Master&quot;,&quot;Rare Title&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;757&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;264&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;198&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;61&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;29&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870776, rootId: -536870776, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870776) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_57() {\n",
       "                    let elem = document.getElementById(\"iframe_out_57\");\n",
       "                    resize_iframe_out_57(elem);\n",
       "                    setInterval(resize_iframe_out_57, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_57(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870775\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">757</td></tr><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">264</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">198</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">61</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">29</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870775\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Mr\",\"count\":757},{\"title\":\"Miss\",\"count\":264},{\"title\":\"Mrs\",\"count\":198},{\"title\":\"Master\",\"count\":61},{\"title\":\"Rare Title\",\"count\":29}]}"
     },
     "execution_count": 45,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 45
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now it looks awesome, and we have only five different titles!\n",
    "Let's see how it correlates with the survival rate."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:33:57.317737Z",
     "start_time": "2025-05-28T10:33:56.945450Z"
    }
   },
   "source": [
    "val correlations = cleanedTitledDF\n",
    "    .pivotMatches { title }\n",
    "    .corr { title }.with { survived }\n",
    "correlations"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_59()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_59\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870772&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Miss&quot;,&quot;Master&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Rare Title&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.306069&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.057318&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.528775&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.352536&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.000915&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870772, rootId: -536870772, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870772) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_59() {\n",
       "                    let elem = document.getElementById(\"iframe_out_59\");\n",
       "                    resize_iframe_out_59(elem);\n",
       "                    setInterval(resize_iframe_out_59, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_59(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870771\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">0.306069</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">0.057318</td></tr><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">-0.528775</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">0.352536</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">-0.000915</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870771\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Miss\",\"survived\":0.30606871573905226},{\"title\":\"Master\",\"survived\":0.0573179698378937},{\"title\":\"Mr\",\"survived\":-0.5287747518050332},{\"title\":\"Mrs\",\"survived\":0.3525356336629826},{\"title\":\"Rare Title\",\"survived\":-9.149409567074339E-4}]}"
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 46
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:34:08.120556Z",
     "start_time": "2025-05-28T10:34:07.954473Z"
    }
   },
   "source": [
    "correlations\n",
    "    .update { title }.with { it.substringAfter('_') }\n",
    "    .filter { title != \"survived\" }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_61()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_61\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870768&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Miss&quot;,&quot;Master&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Rare Title&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.306069&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.057318&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.528775&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.352536&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.000915&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870768, rootId: -536870768, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870768) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_61() {\n",
       "                    let elem = document.getElementById(\"iframe_out_61\");\n",
       "                    resize_iframe_out_61(elem);\n",
       "                    setInterval(resize_iframe_out_61, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_61(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870767\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">0.306069</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">0.057318</td></tr><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">-0.528775</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">0.352536</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">-0.000915</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870767\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":5,\"ncol\":2},\"kotlin_dataframe\":[{\"title\":\"Miss\",\"survived\":0.30606871573905226},{\"title\":\"Master\",\"survived\":0.0573179698378937},{\"title\":\"Mr\",\"survived\":-0.5287747518050332},{\"title\":\"Mrs\",\"survived\":0.3525356336629826},{\"title\":\"Rare Title\",\"survived\":-9.149409567074339E-4}]}"
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 47
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The women with the title **Miss** and **Mrs** had the same chances of survival,\n",
    "but this cannot be said for the men.\n",
    "\n",
    "If you had the title **Mr**, you were in bad luck on Titanic.\n",
    "\n",
    "**Rare title** is really rare and doesn't play a big role."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:35:33.581752Z",
     "start_time": "2025-05-28T10:35:33.343580Z"
    }
   },
   "source": [
    "val groupedCleanedTitledDF = cleanedTitledDF\n",
    "    .valueCounts { title and survived }\n",
    "    .sortBy { title and survived }\n",
    "groupedCleanedTitledDF"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_63()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_63\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870764&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 10, columnsCount = 3&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;title: String&bsol;&quot;&gt;title&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Master&quot;,&quot;Master&quot;,&quot;Miss&quot;,&quot;Miss&quot;,&quot;Mr&quot;,&quot;Mr&quot;,&quot;Mrs&quot;,&quot;Mrs&quot;,&quot;Rare Title&quot;,&quot;Rare Title&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;30&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;31&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;85&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;179&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;634&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;123&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;42&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;156&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;18&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870764, rootId: -536870764, totalRows: 10 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870764) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_63() {\n",
       "                    let elem = document.getElementById(\"iframe_out_63\");\n",
       "                    resize_iframe_out_63(elem);\n",
       "                    setInterval(resize_iframe_out_63, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_63(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870763\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">title</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">30</td></tr><tr><td  style=\"vertical-align:top\">Master</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">31</td></tr><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">85</td></tr><tr><td  style=\"vertical-align:top\">Miss</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">179</td></tr><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">634</td></tr><tr><td  style=\"vertical-align:top\">Mr</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">123</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">42</td></tr><tr><td  style=\"vertical-align:top\">Mrs</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">156</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">18</td></tr><tr><td  style=\"vertical-align:top\">Rare Title</td><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">11</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870763\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"title\",\"survived\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":10,\"ncol\":3},\"kotlin_dataframe\":[{\"title\":\"Master\",\"survived\":0,\"count\":30},{\"title\":\"Master\",\"survived\":1,\"count\":31},{\"title\":\"Miss\",\"survived\":0,\"count\":85},{\"title\":\"Miss\",\"survived\":1,\"count\":179},{\"title\":\"Mr\",\"survived\":0,\"count\":634},{\"title\":\"Mr\",\"survived\":1,\"count\":123},{\"title\":\"Mrs\",\"survived\":0,\"count\":42},{\"title\":\"Mrs\",\"survived\":1,\"count\":156},{\"title\":\"Rare Title\",\"survived\":0,\"count\":18},{\"title\":\"Rare Title\",\"survived\":1,\"count\":11}]}"
     },
     "execution_count": 48,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 48
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Surname analysis\n",
    "It's alluring to dig deeper into families, and home destinations and we could start analyzing these from the surnames that can be easily extracted from the **Name** feature."
   ]
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:39:01.897503Z",
     "start_time": "2025-05-28T10:39:01.606417Z"
    }
   },
   "source": [
    "val surnameDF = df1\n",
    "    .select { survived and name }\n",
    "    .add(\"surname\") {\n",
    "        name.split(\".\")[0].split(\",\")[0].trim()\n",
    "    }\n",
    "surnameDF.head()"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_65()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_65\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870760&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 5, columnsCount = 3&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;survived: Int&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;1&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;name: String&bsol;&quot;&gt;name&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen, Miss. Elisabeth Walton&quot;,&quot;Allison, Master. Hudson Trevor&quot;,&quot;Allison, Miss. Helen Loraine&quot;,&quot;Allison, Mr. Hudson Joshua Creighton&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;Allison, Mrs. Hudson J C (Bessie Waldo Daniels)&bsol;&quot;&gt;Allison, Mrs. Hudson J C (Bessie Wald&lt;span class=&bsol;&quot;structural&bsol;&quot;&gt;...&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;surname: String&bsol;&quot;&gt;surname&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Allen&quot;,&quot;Allison&quot;,&quot;Allison&quot;,&quot;Allison&quot;,&quot;Allison&quot;] }, \n",
       "], id: -536870760, rootId: -536870760, totalRows: 5 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870760) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_65() {\n",
       "                    let elem = document.getElementById(\"iframe_out_65\");\n",
       "                    resize_iframe_out_65(elem);\n",
       "                    setInterval(resize_iframe_out_65, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_65(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870759\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">survived</th><th class=\"bottomBorder\" style=\"text-align:left\">name</th><th class=\"bottomBorder\" style=\"text-align:left\">surname</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allen, Miss. Elisabeth Walton</td><td  style=\"vertical-align:top\">Allen</td></tr><tr><td  style=\"vertical-align:top\">1</td><td  style=\"vertical-align:top\">Allison, Master. Hudson Trevor</td><td  style=\"vertical-align:top\">Allison</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Miss. Helen Loraine</td><td  style=\"vertical-align:top\">Allison</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mr. Hudson Joshua Creighton</td><td  style=\"vertical-align:top\">Allison</td></tr><tr><td  style=\"vertical-align:top\">0</td><td  style=\"vertical-align:top\">Allison, Mrs. Hudson J C (Bessie Wald<span class=\"structural\">...</span></td><td  style=\"vertical-align:top\">Allison</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870759\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"survived\",\"name\",\"surname\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"}],\"nrow\":5,\"ncol\":3},\"kotlin_dataframe\":[{\"survived\":1,\"name\":\"Allen, Miss. Elisabeth Walton\",\"surname\":\"Allen\"},{\"survived\":1,\"name\":\"Allison, Master. Hudson Trevor\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Miss. Helen Loraine\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Mr. Hudson Joshua Creighton\",\"surname\":\"Allison\"},{\"survived\":0,\"name\":\"Allison, Mrs. Hudson J C (Bessie Waldo Daniels)\",\"surname\":\"Allison\"}]}"
     },
     "execution_count": 49,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 49
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:39:06.494112Z",
     "start_time": "2025-05-28T10:39:06.382904Z"
    }
   },
   "source": [
    "surnameDF.valueCounts { surname }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_67()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_67\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870756&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 875 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 875, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;surname: String&bsol;&quot;&gt;surname&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;Andersson&quot;,&quot;Sage&quot;,&quot;Asplund&quot;,&quot;Goodwin&quot;,&quot;Davies&quot;,&quot;Brown&quot;,&quot;Carter&quot;,&quot;Fortune&quot;,&quot;Smith&quot;,&quot;Ford&quot;,&quot;Johnson&quot;,&quot;Panula&quot;,&quot;Rice&quot;,&quot;Skoog&quot;,&quot;Ryerson&quot;,&quot;Williams&quot;,&quot;Kelly&quot;,&quot;Lefebre&quot;,&quot;Palsson&quot;,&quot;Thomas&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;count: Int&bsol;&quot;&gt;count&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;11&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;8&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;7&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;6&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;5&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870756, rootId: -536870756, totalRows: 875 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870756) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_67() {\n",
       "                    let elem = document.getElementById(\"iframe_out_67\");\n",
       "                    resize_iframe_out_67(elem);\n",
       "                    setInterval(resize_iframe_out_67, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_67(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870755\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">surname</th><th class=\"bottomBorder\" style=\"text-align:left\">count</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">Andersson</td><td  style=\"vertical-align:top\">11</td></tr><tr><td  style=\"vertical-align:top\">Sage</td><td  style=\"vertical-align:top\">11</td></tr><tr><td  style=\"vertical-align:top\">Asplund</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">Goodwin</td><td  style=\"vertical-align:top\">8</td></tr><tr><td  style=\"vertical-align:top\">Davies</td><td  style=\"vertical-align:top\">7</td></tr><tr><td  style=\"vertical-align:top\">Brown</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Carter</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Fortune</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Smith</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Ford</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Johnson</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Panula</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Rice</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Skoog</td><td  style=\"vertical-align:top\">6</td></tr><tr><td  style=\"vertical-align:top\">Ryerson</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Williams</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Kelly</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Lefebre</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Palsson</td><td  style=\"vertical-align:top\">5</td></tr><tr><td  style=\"vertical-align:top\">Thomas</td><td  style=\"vertical-align:top\">5</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870755\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"surname\",\"count\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Int\"}],\"nrow\":875,\"ncol\":2},\"kotlin_dataframe\":[{\"surname\":\"Andersson\",\"count\":11},{\"surname\":\"Sage\",\"count\":11},{\"surname\":\"Asplund\",\"count\":8},{\"surname\":\"Goodwin\",\"count\":8},{\"surname\":\"Davies\",\"count\":7},{\"surname\":\"Brown\",\"count\":6},{\"surname\":\"Carter\",\"count\":6},{\"surname\":\"Fortune\",\"count\":6},{\"surname\":\"Smith\",\"count\":6},{\"surname\":\"Ford\",\"count\":6},{\"surname\":\"Johnson\",\"count\":6},{\"surname\":\"Panula\",\"count\":6},{\"surname\":\"Rice\",\"count\":6},{\"surname\":\"Skoog\",\"count\":6},{\"surname\":\"Ryerson\",\"count\":5},{\"surname\":\"Williams\",\"count\":5},{\"surname\":\"Kelly\",\"count\":5},{\"surname\":\"Lefebre\",\"count\":5},{\"surname\":\"Palsson\",\"count\":5},{\"surname\":\"Thomas\",\"count\":5}]}"
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 50
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:39:10.135306Z",
     "start_time": "2025-05-28T10:39:10.058231Z"
    }
   },
   "source": [
    "surnameDF.surname.countDistinct()"
   ],
   "outputs": [
    {
     "data": {
      "text/plain": [
       "875"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 51
  },
  {
   "cell_type": "code",
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-05-28T10:39:15.528427Z",
     "start_time": "2025-05-28T10:39:14.865640Z"
    }
   },
   "source": [
    "val firstSymbol by column<String>()\n",
    "\n",
    "df1\n",
    "    .add(firstSymbol) {\n",
    "        name.split(\".\")[0].split(\",\")[0].trim().first().toString()\n",
    "    }\n",
    "    .pivotMatches(firstSymbol)\n",
    "    .corr { firstSymbol }.with { survived }"
   ],
   "outputs": [
    {
     "data": {
      "text/html": [
       "            <iframe onload=\"o_resize_iframe_out_69()\" style=\"width:100%;\" class=\"result_container\" id=\"iframe_out_69\" frameBorder=\"0\" srcdoc=\"        &lt;html theme='dark'&gt;\n",
       "        &lt;head&gt;\n",
       "            &lt;style type=&quot;text&sol;css&quot;&gt;\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: &quot;Helvetica Neue&quot;, Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody &gt; tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover &gt; td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "&sol;* formatting *&sol;\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       ":root {\n",
       "    --scroll-bg: #f5f5f5;\n",
       "    --scroll-fg: #b3b3b3;\n",
       "}\n",
       ":root[theme=&quot;dark&quot;], :root [data-jp-theme-light=&quot;false&quot;]{\n",
       "    --scroll-bg: #3c3c3c;\n",
       "    --scroll-fg: #97e1fb;\n",
       "}\n",
       "body {\n",
       "    scrollbar-color: var(--scroll-fg) var(--scroll-bg);\n",
       "}\n",
       "body::-webkit-scrollbar {\n",
       "    width: 10px; &sol;* Mostly for vertical scrollbars *&sol;\n",
       "    height: 10px; &sol;* Mostly for horizontal scrollbars *&sol;\n",
       "}\n",
       "body::-webkit-scrollbar-thumb {\n",
       "    background-color: var(--scroll-fg);\n",
       "}\n",
       "body::-webkit-scrollbar-track {\n",
       "    background-color: var(--scroll-bg);\n",
       "}\n",
       "            &lt;&sol;style&gt;\n",
       "        &lt;&sol;head&gt;\n",
       "        &lt;body&gt;\n",
       "            &lt;table class=&quot;dataframe&quot; id=&quot;df_-536870752&quot;&gt;&lt;&sol;table&gt;\n",
       "\n",
       "&lt;p class=&quot;dataframe_description&quot;&gt;... showing only top 20 of 27 rows&lt;&sol;p&gt;&lt;p class=&quot;dataframe_description&quot;&gt;DataFrame: rowsCount = 27, columnsCount = 2&lt;&sol;p&gt;\n",
       "\n",
       "        &lt;&sol;body&gt;\n",
       "        &lt;script&gt;\n",
       "            (function () {\n",
       "    window.DataFrame = window.DataFrame || new (function () {\n",
       "        this.addTable = function (df) {\n",
       "            let cols = df.cols;\n",
       "            for (let i = 0; i &lt; cols.length; i++) {\n",
       "                for (let c of cols[i].children) {\n",
       "                    cols[c].parent = i;\n",
       "                }\n",
       "            }\n",
       "            df.nrow = 0\n",
       "            for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                if (df.cols[i].values.length &gt; df.nrow) df.nrow = df.cols[i].values.length\n",
       "            }\n",
       "            if (df.id === df.rootId) {\n",
       "                df.expandedFrames = new Set()\n",
       "                df.childFrames = {}\n",
       "                const table = this.getTableElement(df.id)\n",
       "                table.df = df\n",
       "                for (let i = 0; i &lt; df.cols.length; i++) {\n",
       "                    let col = df.cols[i]\n",
       "                    if (col.parent === undefined &amp;&amp; col.children.length &gt; 0) col.expanded = true\n",
       "                }\n",
       "            } else {\n",
       "                const rootDf = this.getTableData(df.rootId)\n",
       "                rootDf.childFrames[df.id] = df\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.computeRenderData = function (df) {\n",
       "            let result = []\n",
       "            let pos = 0\n",
       "            for (let col = 0; col &lt; df.cols.length; col++) {\n",
       "                if (df.cols[col].parent === undefined)\n",
       "                    pos += this.computeRenderDataRec(df.cols, col, pos, 0, result, false, false)\n",
       "            }\n",
       "            for (let i = 0; i &lt; result.length; i++) {\n",
       "                let row = result[i]\n",
       "                for (let j = 0; j &lt; row.length; j++) {\n",
       "                    let cell = row[j]\n",
       "                    if (j === 0)\n",
       "                        cell.leftBd = false\n",
       "                    if (j &lt; row.length - 1) {\n",
       "                        let nextData = row[j + 1]\n",
       "                        if (nextData.leftBd) cell.rightBd = true\n",
       "                        else if (cell.rightBd) nextData.leftBd = true\n",
       "                    } else cell.rightBd = false\n",
       "                }\n",
       "            }\n",
       "            return result\n",
       "        }\n",
       "\n",
       "        this.computeRenderDataRec = function (cols, colId, pos, depth, result, leftBorder, rightBorder) {\n",
       "            if (result.length === depth) {\n",
       "                const array = [];\n",
       "                if (pos &gt; 0) {\n",
       "                    let j = 0\n",
       "                    for (let i = 0; j &lt; pos; i++) {\n",
       "                        let c = result[depth - 1][i]\n",
       "                        j += c.span\n",
       "                        let copy = Object.assign({empty: true}, c)\n",
       "                        array.push(copy)\n",
       "                    }\n",
       "                }\n",
       "                result.push(array)\n",
       "            }\n",
       "            const col = cols[colId];\n",
       "            let size = 0;\n",
       "            if (col.expanded) {\n",
       "                let childPos = pos\n",
       "                for (let i = 0; i &lt; col.children.length; i++) {\n",
       "                    let child = col.children[i]\n",
       "                    let childLeft = i === 0 &amp;&amp; (col.children.length &gt; 1 || leftBorder)\n",
       "                    let childRight = i === col.children.length - 1 &amp;&amp; (col.children.length &gt; 1 || rightBorder)\n",
       "                    let childSize = this.computeRenderDataRec(cols, child, childPos, depth + 1, result, childLeft, childRight)\n",
       "                    childPos += childSize\n",
       "                    size += childSize\n",
       "                }\n",
       "            } else {\n",
       "                for (let i = depth + 1; i &lt; result.length; i++)\n",
       "                    result[i].push({id: colId, span: 1, leftBd: leftBorder, rightBd: rightBorder, empty: true})\n",
       "                size = 1\n",
       "            }\n",
       "            let left = leftBorder\n",
       "            let right = rightBorder\n",
       "            if (size &gt; 1) {\n",
       "                left = true\n",
       "                right = true\n",
       "            }\n",
       "            result[depth].push({id: colId, span: size, leftBd: left, rightBd: right})\n",
       "            return size\n",
       "        }\n",
       "\n",
       "        this.getTableElement = function (id) {\n",
       "            return document.getElementById(&quot;df_&quot; + id)\n",
       "        }\n",
       "\n",
       "        this.getTableData = function (id) {\n",
       "            return this.getTableElement(id).df\n",
       "        }\n",
       "\n",
       "        this.createExpander = function (isExpanded) {\n",
       "            const svgNs = &quot;http:&sol;&sol;www.w3.org&sol;2000&sol;svg&quot;\n",
       "            let svg = document.createElementNS(svgNs, &quot;svg&quot;)\n",
       "            svg.classList.add(&quot;expanderSvg&quot;)\n",
       "            let path = document.createElementNS(svgNs, &quot;path&quot;)\n",
       "            if (isExpanded) {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;0 -2 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 4 4 4 -4 -1 -1 -3 3Z&quot;)\n",
       "            } else {\n",
       "                svg.setAttribute(&quot;viewBox&quot;, &quot;-2 0 8 8&quot;)\n",
       "                path.setAttribute(&quot;d&quot;, &quot;M1 0 l-1 1 3 3 -3 3 1 1 4 -4Z&quot;)\n",
       "            }\n",
       "            path.setAttribute(&quot;fill&quot;, &quot;currentColor&quot;)\n",
       "            svg.appendChild(path)\n",
       "            return svg\n",
       "        }\n",
       "\n",
       "        this.renderTable = function (id) {\n",
       "\n",
       "            let table = this.getTableElement(id)\n",
       "\n",
       "            if (table === null) return\n",
       "\n",
       "            table.innerHTML = &quot;&quot;\n",
       "\n",
       "            let df = table.df\n",
       "            let rootDf = df.rootId === df.id ? df : this.getTableData(df.rootId)\n",
       "\n",
       "            &sol;&sol; header\n",
       "            let header = document.createElement(&quot;thead&quot;)\n",
       "            table.appendChild(header)\n",
       "\n",
       "            let renderData = this.computeRenderData(df)\n",
       "            for (let j = 0; j &lt; renderData.length; j++) {\n",
       "                let rowData = renderData[j]\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                let isLastRow = j === renderData.length - 1\n",
       "                header.appendChild(tr);\n",
       "                for (let i = 0; i &lt; rowData.length; i++) {\n",
       "                    let cell = rowData[i]\n",
       "                    let th = document.createElement(&quot;th&quot;);\n",
       "                    th.setAttribute(&quot;colspan&quot;, cell.span)\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId];\n",
       "                    if (!cell.empty) {\n",
       "                        if (col.children.length === 0) {\n",
       "                            th.innerHTML = col.name\n",
       "                        } else {\n",
       "                            let link = document.createElement(&quot;a&quot;)\n",
       "                            link.className = &quot;expander&quot;\n",
       "                            let that = this\n",
       "                            link.onclick = function () {\n",
       "                                col.expanded = !col.expanded\n",
       "                                that.renderTable(id)\n",
       "                            }\n",
       "                            link.appendChild(this.createExpander(col.expanded))\n",
       "                            link.innerHTML += col.name\n",
       "                            th.appendChild(link)\n",
       "                        }\n",
       "                    }\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (isLastRow)\n",
       "                        classes += &quot; bottomBorder&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        th.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(th)\n",
       "                }\n",
       "            }\n",
       "\n",
       "            &sol;&sol; body\n",
       "            let body = document.createElement(&quot;tbody&quot;)\n",
       "            table.appendChild(body)\n",
       "\n",
       "            let columns = renderData.pop()\n",
       "            for (let row = 0; row &lt; df.nrow; row++) {\n",
       "                let tr = document.createElement(&quot;tr&quot;);\n",
       "                body.appendChild(tr)\n",
       "                for (let i = 0; i &lt; columns.length; i++) {\n",
       "                    let cell = columns[i]\n",
       "                    let td = document.createElement(&quot;td&quot;);\n",
       "                    let colId = cell.id\n",
       "                    let col = df.cols[colId]\n",
       "                    let classes = (cell.leftBd ? &quot; leftBorder&quot; : &quot;&quot;) + (cell.rightBd ? &quot; rightBorder&quot; : &quot;&quot;)\n",
       "                    if (col.rightAlign)\n",
       "                        classes += &quot; rightAlign&quot;\n",
       "                    if (classes.length &gt; 0)\n",
       "                        td.setAttribute(&quot;class&quot;, classes)\n",
       "                    tr.appendChild(td)\n",
       "                    let value = col.values[row]\n",
       "                    if (value.frameId !== undefined) {\n",
       "                        let frameId = value.frameId\n",
       "                        let expanded = rootDf.expandedFrames.has(frameId)\n",
       "                        let link = document.createElement(&quot;a&quot;)\n",
       "                        link.className = &quot;expander&quot;\n",
       "                        let that = this\n",
       "                        link.onclick = function () {\n",
       "                            if (rootDf.expandedFrames.has(frameId))\n",
       "                                rootDf.expandedFrames.delete(frameId)\n",
       "                            else rootDf.expandedFrames.add(frameId)\n",
       "                            that.renderTable(id)\n",
       "                        }\n",
       "                        link.appendChild(this.createExpander(expanded))\n",
       "                        link.innerHTML += value.value\n",
       "                        if (expanded) {\n",
       "                            td.appendChild(link)\n",
       "                            td.appendChild(document.createElement(&quot;p&quot;))\n",
       "                            const childTable = document.createElement(&quot;table&quot;)\n",
       "                            childTable.className = &quot;dataframe&quot;\n",
       "                            childTable.id = &quot;df_&quot; + frameId\n",
       "                            let childDf = rootDf.childFrames[frameId]\n",
       "                            childTable.df = childDf\n",
       "                            td.appendChild(childTable)\n",
       "                            this.renderTable(frameId)\n",
       "                            if (childDf.nrow !== childDf.totalRows) {\n",
       "                                const footer = document.createElement(&quot;p&quot;)\n",
       "                                footer.innerText = `... showing only top ${childDf.nrow} of ${childDf.totalRows} rows`\n",
       "                                td.appendChild(footer)\n",
       "                            }\n",
       "                        } else {\n",
       "                            td.appendChild(link)\n",
       "                        }\n",
       "                    } else if (value.style !== undefined) {\n",
       "                        td.innerHTML = value.value\n",
       "                        td.setAttribute(&quot;style&quot;, value.style)\n",
       "                    } else td.innerHTML = value\n",
       "                    this.nodeScriptReplace(td)\n",
       "                }\n",
       "            }\n",
       "        }\n",
       "\n",
       "        this.nodeScriptReplace = function (node) {\n",
       "            if (this.nodeScriptIs(node) === true) {\n",
       "                node.parentNode.replaceChild(this.nodeScriptClone(node), node);\n",
       "            } else {\n",
       "                let i = -1, children = node.childNodes;\n",
       "                while (++i &lt; children.length) {\n",
       "                    this.nodeScriptReplace(children[i]);\n",
       "                }\n",
       "            }\n",
       "\n",
       "            return node;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptClone = function (node) {\n",
       "            let script = document.createElement(&quot;script&quot;);\n",
       "            script.text = node.innerHTML;\n",
       "\n",
       "            let i = -1, attrs = node.attributes, attr;\n",
       "            while (++i &lt; attrs.length) {\n",
       "                script.setAttribute((attr = attrs[i]).name, attr.value);\n",
       "            }\n",
       "            return script;\n",
       "        }\n",
       "\n",
       "        this.nodeScriptIs = function (node) {\n",
       "            return node.tagName === 'SCRIPT';\n",
       "        }\n",
       "    })()\n",
       "\n",
       "    window.call_DataFrame = function (f) {\n",
       "        return f();\n",
       "    };\n",
       "\n",
       "    let funQueue = window[&quot;kotlinQueues&quot;] &amp;&amp; window[&quot;kotlinQueues&quot;][&quot;DataFrame&quot;];\n",
       "    if (funQueue) {\n",
       "        funQueue.forEach(function (f) {\n",
       "            f();\n",
       "        });\n",
       "        funQueue = [];\n",
       "    }\n",
       "})()\n",
       "\n",
       "&sol;*&lt;!--*&sol;\n",
       "call_DataFrame(function() { DataFrame.addTable({ cols: [{ name: &quot;&lt;span title=&bsol;&quot;firstSymbol: String&bsol;&quot;&gt;firstSymbol&lt;&sol;span&gt;&quot;, children: [], rightAlign: false, values: [&quot;A&quot;,&quot;B&quot;,&quot;C&quot;,&quot;D&quot;,&quot;E&quot;,&quot;F&quot;,&quot;G&quot;,&quot;H&quot;,&quot;I&quot;,&quot;J&quot;,&quot;K&quot;,&quot;L&quot;,&quot;M&quot;,&quot;N&quot;,&quot;O&quot;,&quot;P&quot;,&quot;R&quot;,&quot;S&quot;,&quot;T&quot;,&quot;U&quot;] }, \n",
       "{ name: &quot;&lt;span title=&bsol;&quot;survived: Double&bsol;&quot;&gt;survived&lt;&sol;span&gt;&quot;, children: [], rightAlign: true, values: [&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.017914&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.050554&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.009037&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.051711&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.034629&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.000400&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.044483&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.042187&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.008329&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.026790&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.014219&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.021071&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.019041&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.028698&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.000128&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.058996&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.021941&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.020043&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;0.052264&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;,&quot;&lt;span class=&bsol;&quot;formatted&bsol;&quot; title=&bsol;&quot;&bsol;&quot;&gt;&lt;span class=&bsol;&quot;numbers&bsol;&quot;&gt;-0.021737&lt;&sol;span&gt;&lt;&sol;span&gt;&quot;] }, \n",
       "], id: -536870752, rootId: -536870752, totalRows: 27 } ) });\n",
       "&sol;*--&gt;*&sol;\n",
       "\n",
       "call_DataFrame(function() { DataFrame.renderTable(-536870752) });\n",
       "\n",
       "\n",
       "        &lt;&sol;script&gt;\n",
       "        &lt;&sol;html&gt;\"></iframe>\n",
       "            <script>\n",
       "                function o_resize_iframe_out_69() {\n",
       "                    let elem = document.getElementById(\"iframe_out_69\");\n",
       "                    resize_iframe_out_69(elem);\n",
       "                    setInterval(resize_iframe_out_69, 5000, elem);\n",
       "                }\n",
       "                function resize_iframe_out_69(el) {\n",
       "                    let h = el.contentWindow.document.body.scrollHeight;\n",
       "                    el.height = h === 0 ? 0 : h + 41;\n",
       "                }\n",
       "            </script>        <html theme='dark'>\n",
       "        <head>\n",
       "            <style type=\"text/css\">\n",
       "                :root {\n",
       "    --background: #fff;\n",
       "    --background-odd: #f5f5f5;\n",
       "    --background-hover: #d9edfd;\n",
       "    --header-text-color: #474747;\n",
       "    --text-color: #848484;\n",
       "    --text-color-dark: #000;\n",
       "    --text-color-medium: #737373;\n",
       "    --text-color-pale: #b3b3b3;\n",
       "    --inner-border-color: #aaa;\n",
       "    --bold-border-color: #000;\n",
       "    --link-color: #296eaa;\n",
       "    --link-color-pale: #296eaa;\n",
       "    --link-hover: #1a466c;\n",
       "}\n",
       "\n",
       ":root[theme=\"dark\"], :root [data-jp-theme-light=\"false\"], .dataframe_dark{\n",
       "    --background: #303030;\n",
       "    --background-odd: #3c3c3c;\n",
       "    --background-hover: #464646;\n",
       "    --header-text-color: #dddddd;\n",
       "    --text-color: #b3b3b3;\n",
       "    --text-color-dark: #dddddd;\n",
       "    --text-color-medium: #b2b2b2;\n",
       "    --text-color-pale: #737373;\n",
       "    --inner-border-color: #707070;\n",
       "    --bold-border-color: #777777;\n",
       "    --link-color: #008dc0;\n",
       "    --link-color-pale: #97e1fb;\n",
       "    --link-hover: #00688e;\n",
       "}\n",
       "\n",
       "p.dataframe_description {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe {\n",
       "    font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\n",
       "    font-size: 12px;\n",
       "    background-color: var(--background);\n",
       "    color: var(--text-color-dark);\n",
       "    border: none;\n",
       "    border-collapse: collapse;\n",
       "}\n",
       "\n",
       "table.dataframe th, td {\n",
       "    padding: 6px;\n",
       "    border: 1px solid transparent;\n",
       "    text-align: left;\n",
       "}\n",
       "\n",
       "table.dataframe th {\n",
       "    background-color: var(--background);\n",
       "    color: var(--header-text-color);\n",
       "}\n",
       "\n",
       "table.dataframe td {\n",
       "    vertical-align: top;\n",
       "    white-space: nowrap;\n",
       "}\n",
       "\n",
       "table.dataframe th.bottomBorder {\n",
       "    border-bottom-color: var(--bold-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(odd) {\n",
       "    background: var(--background-odd);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:nth-child(even) {\n",
       "    background: var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe tbody > tr:hover {\n",
       "    background: var(--background-hover);\n",
       "}\n",
       "\n",
       "table.dataframe a {\n",
       "    cursor: pointer;\n",
       "    color: var(--link-color);\n",
       "    text-decoration: none;\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover > td a {\n",
       "    color: var(--link-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe a:hover {\n",
       "    color: var(--link-hover);\n",
       "    text-decoration: underline;\n",
       "}\n",
       "\n",
       "table.dataframe img {\n",
       "    max-width: fit-content;\n",
       "}\n",
       "\n",
       "table.dataframe th.complex {\n",
       "    background-color: var(--background);\n",
       "    border: 1px solid var(--background);\n",
       "}\n",
       "\n",
       "table.dataframe .leftBorder {\n",
       "    border-left-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightBorder {\n",
       "    border-right-color: var(--inner-border-color);\n",
       "}\n",
       "\n",
       "table.dataframe .rightAlign {\n",
       "    text-align: right;\n",
       "}\n",
       "\n",
       "table.dataframe .expanderSvg {\n",
       "    width: 8px;\n",
       "    height: 8px;\n",
       "    margin-right: 3px;\n",
       "}\n",
       "\n",
       "table.dataframe .expander {\n",
       "    display: flex;\n",
       "    align-items: center;\n",
       "}\n",
       "\n",
       "/* formatting */\n",
       "\n",
       "table.dataframe .null {\n",
       "    color: var(--text-color-pale);\n",
       "}\n",
       "\n",
       "table.dataframe .structural {\n",
       "    color: var(--text-color-medium);\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .dataFrameCaption {\n",
       "    font-weight: bold;\n",
       "}\n",
       "\n",
       "table.dataframe .numbers {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe td:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "table.dataframe tr:hover .formatted .structural, .null {\n",
       "    color: var(--text-color-dark);\n",
       "}\n",
       "\n",
       "\n",
       "            </style>\n",
       "        </head>\n",
       "        <body>\n",
       "            <table class=\"dataframe\" id=\"static_df_-536870751\"><thead><tr><th class=\"bottomBorder\" style=\"text-align:left\">firstSymbol</th><th class=\"bottomBorder\" style=\"text-align:left\">survived</th></tr></thead><tbody><tr><td  style=\"vertical-align:top\">A</td><td  style=\"vertical-align:top\">-0.017914</td></tr><tr><td  style=\"vertical-align:top\">B</td><td  style=\"vertical-align:top\">0.050554</td></tr><tr><td  style=\"vertical-align:top\">C</td><td  style=\"vertical-align:top\">0.009037</td></tr><tr><td  style=\"vertical-align:top\">D</td><td  style=\"vertical-align:top\">0.051711</td></tr><tr><td  style=\"vertical-align:top\">E</td><td  style=\"vertical-align:top\">-0.034629</td></tr><tr><td  style=\"vertical-align:top\">F</td><td  style=\"vertical-align:top\">0.000400</td></tr><tr><td  style=\"vertical-align:top\">G</td><td  style=\"vertical-align:top\">-0.044483</td></tr><tr><td  style=\"vertical-align:top\">H</td><td  style=\"vertical-align:top\">0.042187</td></tr><tr><td  style=\"vertical-align:top\">I</td><td  style=\"vertical-align:top\">-0.008329</td></tr><tr><td  style=\"vertical-align:top\">J</td><td  style=\"vertical-align:top\">-0.026790</td></tr><tr><td  style=\"vertical-align:top\">K</td><td  style=\"vertical-align:top\">-0.014219</td></tr><tr><td  style=\"vertical-align:top\">L</td><td  style=\"vertical-align:top\">-0.021071</td></tr><tr><td  style=\"vertical-align:top\">M</td><td  style=\"vertical-align:top\">0.019041</td></tr><tr><td  style=\"vertical-align:top\">N</td><td  style=\"vertical-align:top\">0.028698</td></tr><tr><td  style=\"vertical-align:top\">O</td><td  style=\"vertical-align:top\">0.000128</td></tr><tr><td  style=\"vertical-align:top\">P</td><td  style=\"vertical-align:top\">-0.058996</td></tr><tr><td  style=\"vertical-align:top\">R</td><td  style=\"vertical-align:top\">-0.021941</td></tr><tr><td  style=\"vertical-align:top\">S</td><td  style=\"vertical-align:top\">-0.020043</td></tr><tr><td  style=\"vertical-align:top\">T</td><td  style=\"vertical-align:top\">0.052264</td></tr><tr><td  style=\"vertical-align:top\">U</td><td  style=\"vertical-align:top\">-0.021737</td></tr></tbody></table>\n",
       "        </body>\n",
       "        <script>\n",
       "            document.getElementById(\"static_df_-536870751\").style.display = \"none\";\n",
       "        </script>\n",
       "        </html>"
      ],
      "application/kotlindataframe+json": "{\"$version\":\"2.1.1\",\"metadata\":{\"columns\":[\"firstSymbol\",\"survived\"],\"types\":[{\"kind\":\"ValueColumn\",\"type\":\"kotlin.String\"},{\"kind\":\"ValueColumn\",\"type\":\"kotlin.Double\"}],\"nrow\":27,\"ncol\":2},\"kotlin_dataframe\":[{\"firstSymbol\":\"A\",\"survived\":-0.01791352622509756},{\"firstSymbol\":\"B\",\"survived\":0.050553943254341316},{\"firstSymbol\":\"C\",\"survived\":0.009037371118975828},{\"firstSymbol\":\"D\",\"survived\":0.05171064357839075},{\"firstSymbol\":\"E\",\"survived\":-0.03462861880002389},{\"firstSymbol\":\"F\",\"survived\":4.002707178710613E-4},{\"firstSymbol\":\"G\",\"survived\":-0.044483069276203296},{\"firstSymbol\":\"H\",\"survived\":0.04218724210575963},{\"firstSymbol\":\"I\",\"survived\":-0.008329183461658642},{\"firstSymbol\":\"J\",\"survived\":-0.026790134975567197},{\"firstSymbol\":\"K\",\"survived\":-0.014218719831367379},{\"firstSymbol\":\"L\",\"survived\":-0.021070982850893608},{\"firstSymbol\":\"M\",\"survived\":0.019040748971095155},{\"firstSymbol\":\"N\",\"survived\":0.02869766040895532},{\"firstSymbol\":\"O\",\"survived\":1.2837933079428644E-4},{\"firstSymbol\":\"P\",\"survived\":-0.05899571294487214},{\"firstSymbol\":\"R\",\"survived\":-0.021940537137738973},{\"firstSymbol\":\"S\",\"survived\":-0.020042889901563117},{\"firstSymbol\":\"T\",\"survived\":0.05226413426840335},{\"firstSymbol\":\"U\",\"survived\":-0.0217373635753353}]}"
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "execution_count": 52
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": ""
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Kotlin",
   "language": "kotlin",
   "name": "kotlin"
  },
  "language_info": {
   "codemirror_mode": "text/x-kotlin",
   "file_extension": ".kt",
   "mimetype": "text/x-kotlin",
   "name": "kotlin",
   "nbconvert_exporter": "",
   "pygments_lexer": "kotlin",
   "version": "1.8.20-Beta"
  },
  "ktnbPluginMetadata": {
   "projectLibraries": []
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}