{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "# Word2Vec.jl"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "using Word2Vec"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {
    "collapsed": true
   },
   "source": [
    "## Training\n",
    "\n",
    "Three functions are available for traning:\n",
    "\n",
    " * ``word2vec``\n",
    " * ``word2phrase``\n",
    " * ``word2cluster``"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We first download a text corpus:  http://mattmahoney.net/dc/text8.zip and unzip it."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "All functions are documented, i.e., we can type ``?functionname`` to check input options. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "search: "
     ]
    },
    {
     "data": {
      "text/latex": [
       "\\texttt{word2vec(train, output; size=100, window=5, sample=1e-3, hs=0,  negative=5, threads=12, iter=5, min_count=5, alpha=0.025, debug=2, binary=1, cbow=1, save_vocal=Void(), read_vocab=Void(), verbose=false,)}\n",
       "\\begin{verbatim}\n",
       "Parameters for training:\n",
       "    train <file>\n",
       "        Use text data from <file> to train the model\n",
       "    output <file>\n",
       "        Use <file> to save the resulting word vectors / word clusters\n",
       "    size <Int>\n",
       "        Set size of word vectors; default is 100\n",
       "    window <Int>\n",
       "        Set max skip length between words; default is 5\n",
       "    sample <AbstractFloat>\n",
       "        Set threshold for occurrence of words. Those that appear with\n",
       "        higher frequency in the training data will be randomly\n",
       "        down-sampled; default is 1e-5.\n",
       "    hs <Int>\n",
       "        Use Hierarchical Softmax; default is 1 (0 = not used)\n",
       "    negative <Int>\n",
       "        Number of negative examples; default is 0, common values are \n",
       "        5 - 10 (0 = not used)\n",
       "    threads <Int>\n",
       "        Use <Int> threads (default 12)\n",
       "    iter <Int>\n",
       "        Run more training iterations (default 5)\n",
       "    min_count <Int>\n",
       "        This will discard words that appear less than <Int> times; default\n",
       "        is 5\n",
       "    alpha <AbstractFloat>\n",
       "        Set the starting learning rate; default is 0.025\n",
       "    debug <Int>\n",
       "        Set the debug mode (default = 2 = more info during training)\n",
       "    binary <Int>\n",
       "        Save the resulting vectors in binary moded; default is 0 (off)\n",
       "    cbow <Int>\n",
       "        Use the continuous back of words model; default is 1 (skip-gram\n",
       "        model)\n",
       "    save_vocab <file>\n",
       "        The vocabulary will be saved to <file>\n",
       "    read_vocab <file>\n",
       "        The vocabulary will be read from <file>, not constructed from the\n",
       "        training data\n",
       "    verbose <Bool>\n",
       "        Print output from training\n",
       "\\end{verbatim}\n"
      ],
      "text/markdown": [
       "`word2vec(train, output; size=100, window=5, sample=1e-3, hs=0,  negative=5, threads=12, iter=5, min_count=5, alpha=0.025, debug=2, binary=1, cbow=1, save_vocal=Void(), read_vocab=Void(), verbose=false,)`\n",
       "\n",
       "```\n",
       "Parameters for training:\n",
       "    train <file>\n",
       "        Use text data from <file> to train the model\n",
       "    output <file>\n",
       "        Use <file> to save the resulting word vectors / word clusters\n",
       "    size <Int>\n",
       "        Set size of word vectors; default is 100\n",
       "    window <Int>\n",
       "        Set max skip length between words; default is 5\n",
       "    sample <AbstractFloat>\n",
       "        Set threshold for occurrence of words. Those that appear with\n",
       "        higher frequency in the training data will be randomly\n",
       "        down-sampled; default is 1e-5.\n",
       "    hs <Int>\n",
       "        Use Hierarchical Softmax; default is 1 (0 = not used)\n",
       "    negative <Int>\n",
       "        Number of negative examples; default is 0, common values are \n",
       "        5 - 10 (0 = not used)\n",
       "    threads <Int>\n",
       "        Use <Int> threads (default 12)\n",
       "    iter <Int>\n",
       "        Run more training iterations (default 5)\n",
       "    min_count <Int>\n",
       "        This will discard words that appear less than <Int> times; default\n",
       "        is 5\n",
       "    alpha <AbstractFloat>\n",
       "        Set the starting learning rate; default is 0.025\n",
       "    debug <Int>\n",
       "        Set the debug mode (default = 2 = more info during training)\n",
       "    binary <Int>\n",
       "        Save the resulting vectors in binary moded; default is 0 (off)\n",
       "    cbow <Int>\n",
       "        Use the continuous back of words model; default is 1 (skip-gram\n",
       "        model)\n",
       "    save_vocab <file>\n",
       "        The vocabulary will be saved to <file>\n",
       "    read_vocab <file>\n",
       "        The vocabulary will be read from <file>, not constructed from the\n",
       "        training data\n",
       "    verbose <Bool>\n",
       "        Print output from training\n",
       "```\n"
      ],
      "text/plain": [
       "`word2vec(train, output; size=100, window=5, sample=1e-3, hs=0,  negative=5, threads=12, iter=5, min_count=5, alpha=0.025, debug=2, binary=1, cbow=1, save_vocal=Void(), read_vocab=Void(), verbose=false,)`\n",
       "\n",
       "```\n",
       "Parameters for training:\n",
       "    train <file>\n",
       "        Use text data from <file> to train the model\n",
       "    output <file>\n",
       "        Use <file> to save the resulting word vectors / word clusters\n",
       "    size <Int>\n",
       "        Set size of word vectors; default is 100\n",
       "    window <Int>\n",
       "        Set max skip length between words; default is 5\n",
       "    sample <AbstractFloat>\n",
       "        Set threshold for occurrence of words. Those that appear with\n",
       "        higher frequency in the training data will be randomly\n",
       "        down-sampled; default is 1e-5.\n",
       "    hs <Int>\n",
       "        Use Hierarchical Softmax; default is 1 (0 = not used)\n",
       "    negative <Int>\n",
       "        Number of negative examples; default is 0, common values are \n",
       "        5 - 10 (0 = not used)\n",
       "    threads <Int>\n",
       "        Use <Int> threads (default 12)\n",
       "    iter <Int>\n",
       "        Run more training iterations (default 5)\n",
       "    min_count <Int>\n",
       "        This will discard words that appear less than <Int> times; default\n",
       "        is 5\n",
       "    alpha <AbstractFloat>\n",
       "        Set the starting learning rate; default is 0.025\n",
       "    debug <Int>\n",
       "        Set the debug mode (default = 2 = more info during training)\n",
       "    binary <Int>\n",
       "        Save the resulting vectors in binary moded; default is 0 (off)\n",
       "    cbow <Int>\n",
       "        Use the continuous back of words model; default is 1 (skip-gram\n",
       "        model)\n",
       "    save_vocab <file>\n",
       "        The vocabulary will be saved to <file>\n",
       "    read_vocab <file>\n",
       "        The vocabulary will be read from <file>, not constructed from the\n",
       "        training data\n",
       "    verbose <Bool>\n",
       "        Print output from training\n",
       "```\n"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "word2vec Word2Vec\n",
      "\n"
     ]
    }
   ],
   "source": [
    "?word2vec"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting training using file Downloads/text8\n",
      "Vocab size: 71291\n",
      "Words in train file: 16718843\n",
      "Alpha: 0.000002  Progress: 100.03%  Words/thread/sec: 356.11k  "
     ]
    }
   ],
   "source": [
    "word2vec(\"Downloads/text8\", \"text8-vec.txt\", verbose=true)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This will create a text file ``text8-vec.txt`` where each word in ``text8``\n",
    "is represented by a vector. In certain applications, we want to have vector\n",
    "representation of larger piece of text. For example, instead of considering ``\"san\"`` and ``\"francisco\"`` as two words, we want to have a vector to represent ``\"san francisco\"``. This can be achieved by pre-processing the text corpus with the function ``word2phrase``."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting training using file Downloads/text8\n",
      "\n",
      "Vocab size (unigrams + bigrams): 2419827\n",
      "Words in train file: 17005206\n",
      "Starting training using file text8phrase\n",
      "Vocab size: 98331\n",
      "Words in train file: 15857306\n",
      "Alpha: 0.000002  Progress: 100.03%  Words/thread/sec: 341.90k  "
     ]
    }
   ],
   "source": [
    "word2phrase(\"Downloads/text8\", \"text8phrase\")\n",
    "word2vec(\"text8phrase\", \"text8phrase-vec.txt\", verbose=true)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "`word2clusters` gives each word a class ID number."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting training using file text8\n",
      "Vocab size: 71291\n",
      "Words in train file: 16718843\n",
      "Alpha: 0.000006  Progress: 99.99%  Words/thread/sec: 382.50k  "
     ]
    }
   ],
   "source": [
    "word2clusters(\"text8\", \"text8-class.txt\", 100)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Modelling "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "text8\n",
      "text8-class.txt\n",
      "text8phrase\n",
      "text8phrase-vec.txt\n",
      "text8-vec.txt\n",
      "text8.zip\n"
     ]
    }
   ],
   "source": [
    ";ls"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "WordVectors 71291 words, 100-element Float64 vectors"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model = wordvectors(\"text8-vec.txt\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Here are some basic functionalities."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(100,71291)"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "size(model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "71291-element Array{AbstractString,1}:\n",
       " \"</s>\"        \n",
       " \"the\"         \n",
       " \"of\"          \n",
       " \"and\"         \n",
       " \"one\"         \n",
       " \"in\"          \n",
       " \"a\"           \n",
       " \"to\"          \n",
       " \"zero\"        \n",
       " \"nine\"        \n",
       " \"two\"         \n",
       " \"is\"          \n",
       " \"as\"          \n",
       " ⋮             \n",
       " \"raam\"        \n",
       " \"barad\"       \n",
       " \"baume\"       \n",
       " \"mothmen\"     \n",
       " \"gallopin\"    \n",
       " \"horsecollar\" \n",
       " \"mojitos\"     \n",
       " \"snaggletooth\"\n",
       " \"introvigne\"  \n",
       " \"denishawn\"   \n",
       " \"tamiris\"     \n",
       " \"dolophine\"   "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "words = vocabulary(model)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "199"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idx = index(model, \"book\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "\"book\""
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "words[idx]"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can retrieve the vector representation of individual words and compute the cosine distance between two words."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100-element Array{Float64,1}:\n",
       " -0.00124171 \n",
       " -0.153338   \n",
       "  0.102503   \n",
       "  0.0189016  \n",
       "  0.0481557  \n",
       " -0.017203   \n",
       " -0.0345992  \n",
       " -0.143795   \n",
       "  0.13964    \n",
       "  0.10404    \n",
       "  0.0987664  \n",
       "  0.000247274\n",
       " -0.0294016  \n",
       "  ⋮          \n",
       " -0.0729129  \n",
       "  0.00609002 \n",
       " -0.115113   \n",
       " -0.1635     \n",
       "  0.104623   \n",
       " -0.0815325  \n",
       " -0.0979441  \n",
       " -0.0522775  \n",
       " -0.0893822  \n",
       "  0.121403   \n",
       " -0.0100501  \n",
       "  0.100918   "
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_vector(model, \"one\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1-element Array{Float64,1}:\n",
       " 0.795706"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "similarity(model, \"one\", \"two\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1-element Array{Float64,1}:\n",
       " 0.000406437"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "similarity(model, \"one\", \"hello\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The funciton ``cosine(model, word, n)`` return the indices and distances\n",
    "of `n` neighbors of ``word``."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([1056,5356,3222,6964,4611,9122,4219,4218,12359,15749],[0.9999999999999999,0.7663500088541577,0.754464599846764,0.7269210839899815,0.6949826015235541,0.6906811525014919,0.6899940820154246,0.6874193547947338,0.6820260362215733,0.6817421670970778])"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "idxs, dists = cosine(model, \"paris\", 10)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can use ``Gadfly`` to plot the top 10 similar words to ``\"paris\"`` "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": true
   },
   "outputs": [],
   "source": [
    "using Gadfly"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "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"
      ],
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\"\n",
       "     xmlns:xlink=\"http://www.w3.org/1999/xlink\"\n",
       "     xmlns:gadfly=\"http://www.gadflyjl.org/ns\"\n",
       "     version=\"1.2\"\n",
       "     width=\"141.42mm\" height=\"100mm\" viewBox=\"0 0 141.42 100\"\n",
       "     stroke=\"none\"\n",
       "     fill=\"#000000\"\n",
       "     stroke-width=\"0.3\"\n",
       "     font-size=\"3.88\"\n",
       ">\n",
       "<g class=\"plotroot yscalable\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-1\">\n",
       "  <g font-size=\"3.88\" font-family=\"'PT Sans','Helvetica Neue','Helvetica',sans-serif\" fill=\"#564A55\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-2\">\n",
       "    <text x=\"76.62\" y=\"88.39\" text-anchor=\"middle\" dy=\"0.6em\">x</text>\n",
       "  </g>\n",
       "  <g class=\"guide xlabels\" font-size=\"2.82\" font-family=\"'PT Sans Caption','Helvetica Neue','Helvetica',sans-serif\" fill=\"#6C606B\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-3\">\n",
       "    <text x=\"22.81\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">paris</text>\n",
       "    <text x=\"34.77\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">venice</text>\n",
       "    <text x=\"46.72\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">vienna</text>\n",
       "    <text x=\"58.68\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">leipzig</text>\n",
       "    <text x=\"70.64\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">munich</text>\n",
       "    <text x=\"82.6\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">villa</text>\n",
       "    <text x=\"94.56\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">florence</text>\n",
       "    <text x=\"106.52\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">milan</text>\n",
       "    <text x=\"118.48\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">bologna</text>\n",
       "    <text x=\"130.44\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">turin</text>\n",
       "  </g>\n",
       "  <g clip-path=\"url(#fig-e84dccb69bff4333b57391db89a199a6-element-5)\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-4\">\n",
       "    <g pointer-events=\"visible\" opacity=\"1\" fill=\"#000000\" fill-opacity=\"0.000\" stroke=\"#000000\" stroke-opacity=\"0.000\" class=\"guide background\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-6\">\n",
       "      <rect x=\"16.83\" y=\"5\" width=\"119.6\" height=\"75.72\"/>\n",
       "    </g>\n",
       "    <g class=\"guide ygridlines xfixed\" stroke-dasharray=\"0.5,0.5\" stroke-width=\"0.2\" stroke=\"#D0D0E0\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-7\">\n",
       "      <path fill=\"none\" d=\"M16.83,78.72 L 136.42 78.72\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,60.79 L 136.42 60.79\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,42.86 L 136.42 42.86\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,24.93 L 136.42 24.93\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,7 L 136.42 7\"/>\n",
       "    </g>\n",
       "    <g class=\"guide xgridlines yfixed\" stroke-dasharray=\"0.5,0.5\" stroke-width=\"0.2\" stroke=\"#D0D0E0\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-8\">\n",
       "      <path fill=\"none\" d=\"M28.79,5 L 28.79 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M40.74,5 L 40.74 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M52.7,5 L 52.7 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M64.66,5 L 64.66 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M76.62,5 L 76.62 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M88.58,5 L 88.58 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M100.54,5 L 100.54 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M112.5,5 L 112.5 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M124.46,5 L 124.46 80.72\"/>\n",
       "    </g>\n",
       "    <g class=\"plotpanel\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-9\">\n",
       "      <g class=\"geometry\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-10\">\n",
       "        <g class=\"color_RGBA{Float32}(0.0f0,0.74736935f0,1.0f0,1.0f0)\" stroke=\"#FFFFFF\" stroke-width=\"0.3\" fill=\"#00BFFF\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-11\">\n",
       "          <circle cx=\"22.81\" cy=\"7\" r=\"0.9\"/>\n",
       "          <circle cx=\"34.77\" cy=\"48.89\" r=\"0.9\"/>\n",
       "          <circle cx=\"46.72\" cy=\"51.02\" r=\"0.9\"/>\n",
       "          <circle cx=\"58.68\" cy=\"55.96\" r=\"0.9\"/>\n",
       "          <circle cx=\"70.64\" cy=\"61.69\" r=\"0.9\"/>\n",
       "          <circle cx=\"82.6\" cy=\"62.46\" r=\"0.9\"/>\n",
       "          <circle cx=\"94.56\" cy=\"62.58\" r=\"0.9\"/>\n",
       "          <circle cx=\"106.52\" cy=\"63.04\" r=\"0.9\"/>\n",
       "          <circle cx=\"118.48\" cy=\"64.01\" r=\"0.9\"/>\n",
       "          <circle cx=\"130.44\" cy=\"64.06\" r=\"0.9\"/>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "  </g>\n",
       "  <g class=\"guide ylabels\" font-size=\"2.82\" font-family=\"'PT Sans Caption','Helvetica Neue','Helvetica',sans-serif\" fill=\"#6C606B\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-12\">\n",
       "    <text x=\"15.83\" y=\"78.72\" text-anchor=\"end\" dy=\"0.35em\">0.6</text>\n",
       "    <text x=\"15.83\" y=\"60.79\" text-anchor=\"end\" dy=\"0.35em\">0.7</text>\n",
       "    <text x=\"15.83\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\">0.8</text>\n",
       "    <text x=\"15.83\" y=\"24.93\" text-anchor=\"end\" dy=\"0.35em\">0.9</text>\n",
       "    <text x=\"15.83\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\">1.0</text>\n",
       "  </g>\n",
       "  <g font-size=\"3.88\" font-family=\"'PT Sans','Helvetica Neue','Helvetica',sans-serif\" fill=\"#564A55\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-e84dccb69bff4333b57391db89a199a6-element-13\">\n",
       "    <text x=\"8.81\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\">y</text>\n",
       "  </g>\n",
       "</g>\n",
       "<defs>\n",
       "<clipPath id=\"fig-e84dccb69bff4333b57391db89a199a6-element-5\">\n",
       "  <path d=\"M16.83,5 L 136.42 5 136.42 80.72 16.83 80.72\" />\n",
       "</clipPath\n",
       "></defs>\n",
       "</svg>\n"
      ],
      "text/html": [
       "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\"\n",
       "     xmlns:xlink=\"http://www.w3.org/1999/xlink\"\n",
       "     xmlns:gadfly=\"http://www.gadflyjl.org/ns\"\n",
       "     version=\"1.2\"\n",
       "     width=\"141.42mm\" height=\"100mm\" viewBox=\"0 0 141.42 100\"\n",
       "     stroke=\"none\"\n",
       "     fill=\"#000000\"\n",
       "     stroke-width=\"0.3\"\n",
       "     font-size=\"3.88\"\n",
       "\n",
       "     id=\"fig-290c273879864d4180d8af9421565081\">\n",
       "<g class=\"plotroot yscalable\" id=\"fig-290c273879864d4180d8af9421565081-element-1\">\n",
       "  <g font-size=\"3.88\" font-family=\"'PT Sans','Helvetica Neue','Helvetica',sans-serif\" fill=\"#564A55\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-290c273879864d4180d8af9421565081-element-2\">\n",
       "    <text x=\"76.62\" y=\"88.39\" text-anchor=\"middle\" dy=\"0.6em\">x</text>\n",
       "  </g>\n",
       "  <g class=\"guide xlabels\" font-size=\"2.82\" font-family=\"'PT Sans Caption','Helvetica Neue','Helvetica',sans-serif\" fill=\"#6C606B\" id=\"fig-290c273879864d4180d8af9421565081-element-3\">\n",
       "    <text x=\"22.81\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">paris</text>\n",
       "    <text x=\"34.77\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">venice</text>\n",
       "    <text x=\"46.72\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">vienna</text>\n",
       "    <text x=\"58.68\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">leipzig</text>\n",
       "    <text x=\"70.64\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">munich</text>\n",
       "    <text x=\"82.6\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">villa</text>\n",
       "    <text x=\"94.56\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">florence</text>\n",
       "    <text x=\"106.52\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">milan</text>\n",
       "    <text x=\"118.48\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">bologna</text>\n",
       "    <text x=\"130.44\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">turin</text>\n",
       "  </g>\n",
       "  <g clip-path=\"url(#fig-290c273879864d4180d8af9421565081-element-5)\" id=\"fig-290c273879864d4180d8af9421565081-element-4\">\n",
       "    <g pointer-events=\"visible\" opacity=\"1\" fill=\"#000000\" fill-opacity=\"0.000\" stroke=\"#000000\" stroke-opacity=\"0.000\" class=\"guide background\" id=\"fig-290c273879864d4180d8af9421565081-element-6\">\n",
       "      <rect x=\"16.83\" y=\"5\" width=\"119.6\" height=\"75.72\"/>\n",
       "    </g>\n",
       "    <g class=\"guide ygridlines xfixed\" stroke-dasharray=\"0.5,0.5\" stroke-width=\"0.2\" stroke=\"#D0D0E0\" id=\"fig-290c273879864d4180d8af9421565081-element-7\">\n",
       "      <path fill=\"none\" d=\"M16.83,168.36 L 136.42 168.36\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,150.43 L 136.42 150.43\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,132.5 L 136.42 132.5\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,114.57 L 136.42 114.57\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,96.64 L 136.42 96.64\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,78.72 L 136.42 78.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,60.79 L 136.42 60.79\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,42.86 L 136.42 42.86\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,24.93 L 136.42 24.93\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,7 L 136.42 7\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-10.93 L 136.42 -10.93\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-28.86 L 136.42 -28.86\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-46.79 L 136.42 -46.79\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-64.72 L 136.42 -64.72\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-82.64 L 136.42 -82.64\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,186.29 L 136.42 186.29\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,182.7 L 136.42 182.7\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,179.12 L 136.42 179.12\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,175.53 L 136.42 175.53\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,171.94 L 136.42 171.94\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,168.36 L 136.42 168.36\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,164.77 L 136.42 164.77\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,161.19 L 136.42 161.19\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,157.6 L 136.42 157.6\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,154.02 L 136.42 154.02\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,150.43 L 136.42 150.43\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,146.84 L 136.42 146.84\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,143.26 L 136.42 143.26\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,139.67 L 136.42 139.67\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,136.09 L 136.42 136.09\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,132.5 L 136.42 132.5\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,128.92 L 136.42 128.92\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,125.33 L 136.42 125.33\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,121.74 L 136.42 121.74\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,118.16 L 136.42 118.16\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,114.57 L 136.42 114.57\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,110.99 L 136.42 110.99\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,107.4 L 136.42 107.4\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,103.82 L 136.42 103.82\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,100.23 L 136.42 100.23\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,96.64 L 136.42 96.64\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,93.06 L 136.42 93.06\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,89.47 L 136.42 89.47\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,85.89 L 136.42 85.89\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,82.3 L 136.42 82.3\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,78.72 L 136.42 78.72\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,75.13 L 136.42 75.13\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,71.54 L 136.42 71.54\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,67.96 L 136.42 67.96\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,64.37 L 136.42 64.37\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,60.79 L 136.42 60.79\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,57.2 L 136.42 57.2\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,53.61 L 136.42 53.61\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,50.03 L 136.42 50.03\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,46.44 L 136.42 46.44\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,42.86 L 136.42 42.86\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,39.27 L 136.42 39.27\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,35.69 L 136.42 35.69\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,32.1 L 136.42 32.1\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,28.51 L 136.42 28.51\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,24.93 L 136.42 24.93\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,21.34 L 136.42 21.34\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,17.76 L 136.42 17.76\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,14.17 L 136.42 14.17\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,10.59 L 136.42 10.59\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,7 L 136.42 7\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,3.41 L 136.42 3.41\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-0.17 L 136.42 -0.17\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-3.76 L 136.42 -3.76\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-7.34 L 136.42 -7.34\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-10.93 L 136.42 -10.93\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-14.51 L 136.42 -14.51\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-18.1 L 136.42 -18.1\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-21.69 L 136.42 -21.69\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-25.27 L 136.42 -25.27\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-28.86 L 136.42 -28.86\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-32.44 L 136.42 -32.44\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-36.03 L 136.42 -36.03\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-39.61 L 136.42 -39.61\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-43.2 L 136.42 -43.2\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-46.79 L 136.42 -46.79\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-50.37 L 136.42 -50.37\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-53.96 L 136.42 -53.96\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-57.54 L 136.42 -57.54\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-61.13 L 136.42 -61.13\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-64.72 L 136.42 -64.72\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,186.29 L 136.42 186.29\" visibility=\"hidden\" gadfly:scale=\"0.5\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,96.64 L 136.42 96.64\" visibility=\"hidden\" gadfly:scale=\"0.5\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,7 L 136.42 7\" visibility=\"hidden\" gadfly:scale=\"0.5\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-82.64 L 136.42 -82.64\" visibility=\"hidden\" gadfly:scale=\"0.5\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,186.29 L 136.42 186.29\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,177.32 L 136.42 177.32\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,168.36 L 136.42 168.36\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,159.39 L 136.42 159.39\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,150.43 L 136.42 150.43\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,141.47 L 136.42 141.47\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,132.5 L 136.42 132.5\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,123.54 L 136.42 123.54\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,114.57 L 136.42 114.57\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,105.61 L 136.42 105.61\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,96.64 L 136.42 96.64\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,87.68 L 136.42 87.68\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,78.72 L 136.42 78.72\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,69.75 L 136.42 69.75\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,60.79 L 136.42 60.79\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,51.82 L 136.42 51.82\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,42.86 L 136.42 42.86\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,33.89 L 136.42 33.89\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,24.93 L 136.42 24.93\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,15.96 L 136.42 15.96\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,7 L 136.42 7\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-1.96 L 136.42 -1.96\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-10.93 L 136.42 -10.93\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-19.89 L 136.42 -19.89\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-28.86 L 136.42 -28.86\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-37.82 L 136.42 -37.82\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-46.79 L 136.42 -46.79\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-55.75 L 136.42 -55.75\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M16.83,-64.72 L 136.42 -64.72\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "    </g>\n",
       "    <g class=\"guide xgridlines yfixed\" stroke-dasharray=\"0.5,0.5\" stroke-width=\"0.2\" stroke=\"#D0D0E0\" id=\"fig-290c273879864d4180d8af9421565081-element-8\">\n",
       "      <path fill=\"none\" d=\"M28.79,5 L 28.79 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M40.74,5 L 40.74 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M52.7,5 L 52.7 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M64.66,5 L 64.66 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M76.62,5 L 76.62 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M88.58,5 L 88.58 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M100.54,5 L 100.54 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M112.5,5 L 112.5 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M124.46,5 L 124.46 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "    </g>\n",
       "    <g class=\"plotpanel\" id=\"fig-290c273879864d4180d8af9421565081-element-9\">\n",
       "      <g class=\"geometry\" id=\"fig-290c273879864d4180d8af9421565081-element-10\">\n",
       "        <g class=\"color_RGBA{Float32}(0.0f0,0.74736935f0,1.0f0,1.0f0)\" stroke=\"#FFFFFF\" stroke-width=\"0.3\" fill=\"#00BFFF\" id=\"fig-290c273879864d4180d8af9421565081-element-11\">\n",
       "          <circle cx=\"22.81\" cy=\"7\" r=\"0.9\"/>\n",
       "          <circle cx=\"34.77\" cy=\"48.89\" r=\"0.9\"/>\n",
       "          <circle cx=\"46.72\" cy=\"51.02\" r=\"0.9\"/>\n",
       "          <circle cx=\"58.68\" cy=\"55.96\" r=\"0.9\"/>\n",
       "          <circle cx=\"70.64\" cy=\"61.69\" r=\"0.9\"/>\n",
       "          <circle cx=\"82.6\" cy=\"62.46\" r=\"0.9\"/>\n",
       "          <circle cx=\"94.56\" cy=\"62.58\" r=\"0.9\"/>\n",
       "          <circle cx=\"106.52\" cy=\"63.04\" r=\"0.9\"/>\n",
       "          <circle cx=\"118.48\" cy=\"64.01\" r=\"0.9\"/>\n",
       "          <circle cx=\"130.44\" cy=\"64.06\" r=\"0.9\"/>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g opacity=\"0\" class=\"guide zoomslider\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-290c273879864d4180d8af9421565081-element-12\">\n",
       "      <g fill=\"#EAEAEA\" stroke-width=\"0.3\" stroke-opacity=\"0\" stroke=\"#6A6A6A\" id=\"fig-290c273879864d4180d8af9421565081-element-13\">\n",
       "        <rect x=\"129.42\" y=\"8\" width=\"4\" height=\"4\"/>\n",
       "        <g class=\"button_logo\" fill=\"#6A6A6A\" id=\"fig-290c273879864d4180d8af9421565081-element-14\">\n",
       "          <path d=\"M130.22,9.6 L 131.02 9.6 131.02 8.8 131.82 8.8 131.82 9.6 132.62 9.6 132.62 10.4 131.82 10.4 131.82 11.2 131.02 11.2 131.02 10.4 130.22 10.4 z\"/>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g fill=\"#EAEAEA\" id=\"fig-290c273879864d4180d8af9421565081-element-15\">\n",
       "        <rect x=\"109.92\" y=\"8\" width=\"19\" height=\"4\"/>\n",
       "      </g>\n",
       "      <g class=\"zoomslider_thumb\" fill=\"#6A6A6A\" id=\"fig-290c273879864d4180d8af9421565081-element-16\">\n",
       "        <rect x=\"118.42\" y=\"8\" width=\"2\" height=\"4\"/>\n",
       "      </g>\n",
       "      <g fill=\"#EAEAEA\" stroke-width=\"0.3\" stroke-opacity=\"0\" stroke=\"#6A6A6A\" id=\"fig-290c273879864d4180d8af9421565081-element-17\">\n",
       "        <rect x=\"105.42\" y=\"8\" width=\"4\" height=\"4\"/>\n",
       "        <g class=\"button_logo\" fill=\"#6A6A6A\" id=\"fig-290c273879864d4180d8af9421565081-element-18\">\n",
       "          <path d=\"M106.22,9.6 L 108.62 9.6 108.62 10.4 106.22 10.4 z\"/>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "  </g>\n",
       "  <g class=\"guide ylabels\" font-size=\"2.82\" font-family=\"'PT Sans Caption','Helvetica Neue','Helvetica',sans-serif\" fill=\"#6C606B\" id=\"fig-290c273879864d4180d8af9421565081-element-19\">\n",
       "    <text x=\"15.83\" y=\"168.36\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.1</text>\n",
       "    <text x=\"15.83\" y=\"150.43\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.2</text>\n",
       "    <text x=\"15.83\" y=\"132.5\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.3</text>\n",
       "    <text x=\"15.83\" y=\"114.57\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.4</text>\n",
       "    <text x=\"15.83\" y=\"96.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.5</text>\n",
       "    <text x=\"15.83\" y=\"78.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.6</text>\n",
       "    <text x=\"15.83\" y=\"60.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.7</text>\n",
       "    <text x=\"15.83\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.8</text>\n",
       "    <text x=\"15.83\" y=\"24.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.9</text>\n",
       "    <text x=\"15.83\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">1.0</text>\n",
       "    <text x=\"15.83\" y=\"-10.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">1.1</text>\n",
       "    <text x=\"15.83\" y=\"-28.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">1.2</text>\n",
       "    <text x=\"15.83\" y=\"-46.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">1.3</text>\n",
       "    <text x=\"15.83\" y=\"-64.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">1.4</text>\n",
       "    <text x=\"15.83\" y=\"-82.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">1.5</text>\n",
       "    <text x=\"15.83\" y=\"186.29\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.00</text>\n",
       "    <text x=\"15.83\" y=\"182.7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.02</text>\n",
       "    <text x=\"15.83\" y=\"179.12\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.04</text>\n",
       "    <text x=\"15.83\" y=\"175.53\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.06</text>\n",
       "    <text x=\"15.83\" y=\"171.94\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.08</text>\n",
       "    <text x=\"15.83\" y=\"168.36\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.10</text>\n",
       "    <text x=\"15.83\" y=\"164.77\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.12</text>\n",
       "    <text x=\"15.83\" y=\"161.19\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.14</text>\n",
       "    <text x=\"15.83\" y=\"157.6\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.16</text>\n",
       "    <text x=\"15.83\" y=\"154.02\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.18</text>\n",
       "    <text x=\"15.83\" y=\"150.43\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.20</text>\n",
       "    <text x=\"15.83\" y=\"146.84\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.22</text>\n",
       "    <text x=\"15.83\" y=\"143.26\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.24</text>\n",
       "    <text x=\"15.83\" y=\"139.67\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.26</text>\n",
       "    <text x=\"15.83\" y=\"136.09\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.28</text>\n",
       "    <text x=\"15.83\" y=\"132.5\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.30</text>\n",
       "    <text x=\"15.83\" y=\"128.92\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.32</text>\n",
       "    <text x=\"15.83\" y=\"125.33\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.34</text>\n",
       "    <text x=\"15.83\" y=\"121.74\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.36</text>\n",
       "    <text x=\"15.83\" y=\"118.16\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.38</text>\n",
       "    <text x=\"15.83\" y=\"114.57\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.40</text>\n",
       "    <text x=\"15.83\" y=\"110.99\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.42</text>\n",
       "    <text x=\"15.83\" y=\"107.4\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.44</text>\n",
       "    <text x=\"15.83\" y=\"103.82\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.46</text>\n",
       "    <text x=\"15.83\" y=\"100.23\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.48</text>\n",
       "    <text x=\"15.83\" y=\"96.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.50</text>\n",
       "    <text x=\"15.83\" y=\"93.06\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.52</text>\n",
       "    <text x=\"15.83\" y=\"89.47\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.54</text>\n",
       "    <text x=\"15.83\" y=\"85.89\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.56</text>\n",
       "    <text x=\"15.83\" y=\"82.3\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.58</text>\n",
       "    <text x=\"15.83\" y=\"78.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.60</text>\n",
       "    <text x=\"15.83\" y=\"75.13\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.62</text>\n",
       "    <text x=\"15.83\" y=\"71.54\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.64</text>\n",
       "    <text x=\"15.83\" y=\"67.96\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.66</text>\n",
       "    <text x=\"15.83\" y=\"64.37\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.68</text>\n",
       "    <text x=\"15.83\" y=\"60.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.70</text>\n",
       "    <text x=\"15.83\" y=\"57.2\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.72</text>\n",
       "    <text x=\"15.83\" y=\"53.61\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.74</text>\n",
       "    <text x=\"15.83\" y=\"50.03\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.76</text>\n",
       "    <text x=\"15.83\" y=\"46.44\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.78</text>\n",
       "    <text x=\"15.83\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.80</text>\n",
       "    <text x=\"15.83\" y=\"39.27\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.82</text>\n",
       "    <text x=\"15.83\" y=\"35.69\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.84</text>\n",
       "    <text x=\"15.83\" y=\"32.1\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.86</text>\n",
       "    <text x=\"15.83\" y=\"28.51\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.88</text>\n",
       "    <text x=\"15.83\" y=\"24.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.90</text>\n",
       "    <text x=\"15.83\" y=\"21.34\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.92</text>\n",
       "    <text x=\"15.83\" y=\"17.76\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.94</text>\n",
       "    <text x=\"15.83\" y=\"14.17\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.96</text>\n",
       "    <text x=\"15.83\" y=\"10.59\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.98</text>\n",
       "    <text x=\"15.83\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.00</text>\n",
       "    <text x=\"15.83\" y=\"3.41\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.02</text>\n",
       "    <text x=\"15.83\" y=\"-0.17\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.04</text>\n",
       "    <text x=\"15.83\" y=\"-3.76\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.06</text>\n",
       "    <text x=\"15.83\" y=\"-7.34\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.08</text>\n",
       "    <text x=\"15.83\" y=\"-10.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.10</text>\n",
       "    <text x=\"15.83\" y=\"-14.51\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.12</text>\n",
       "    <text x=\"15.83\" y=\"-18.1\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.14</text>\n",
       "    <text x=\"15.83\" y=\"-21.69\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.16</text>\n",
       "    <text x=\"15.83\" y=\"-25.27\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.18</text>\n",
       "    <text x=\"15.83\" y=\"-28.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.20</text>\n",
       "    <text x=\"15.83\" y=\"-32.44\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.22</text>\n",
       "    <text x=\"15.83\" y=\"-36.03\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.24</text>\n",
       "    <text x=\"15.83\" y=\"-39.61\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.26</text>\n",
       "    <text x=\"15.83\" y=\"-43.2\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.28</text>\n",
       "    <text x=\"15.83\" y=\"-46.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.30</text>\n",
       "    <text x=\"15.83\" y=\"-50.37\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.32</text>\n",
       "    <text x=\"15.83\" y=\"-53.96\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.34</text>\n",
       "    <text x=\"15.83\" y=\"-57.54\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.36</text>\n",
       "    <text x=\"15.83\" y=\"-61.13\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.38</text>\n",
       "    <text x=\"15.83\" y=\"-64.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">1.40</text>\n",
       "    <text x=\"15.83\" y=\"186.29\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"0.5\">0.0</text>\n",
       "    <text x=\"15.83\" y=\"96.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"0.5\">0.5</text>\n",
       "    <text x=\"15.83\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"0.5\">1.0</text>\n",
       "    <text x=\"15.83\" y=\"-82.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"0.5\">1.5</text>\n",
       "    <text x=\"15.83\" y=\"186.29\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.00</text>\n",
       "    <text x=\"15.83\" y=\"177.32\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.05</text>\n",
       "    <text x=\"15.83\" y=\"168.36\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.10</text>\n",
       "    <text x=\"15.83\" y=\"159.39\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.15</text>\n",
       "    <text x=\"15.83\" y=\"150.43\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.20</text>\n",
       "    <text x=\"15.83\" y=\"141.47\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.25</text>\n",
       "    <text x=\"15.83\" y=\"132.5\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.30</text>\n",
       "    <text x=\"15.83\" y=\"123.54\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.35</text>\n",
       "    <text x=\"15.83\" y=\"114.57\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.40</text>\n",
       "    <text x=\"15.83\" y=\"105.61\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.45</text>\n",
       "    <text x=\"15.83\" y=\"96.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.50</text>\n",
       "    <text x=\"15.83\" y=\"87.68\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.55</text>\n",
       "    <text x=\"15.83\" y=\"78.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.60</text>\n",
       "    <text x=\"15.83\" y=\"69.75\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.65</text>\n",
       "    <text x=\"15.83\" y=\"60.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.70</text>\n",
       "    <text x=\"15.83\" y=\"51.82\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.75</text>\n",
       "    <text x=\"15.83\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.80</text>\n",
       "    <text x=\"15.83\" y=\"33.89\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.85</text>\n",
       "    <text x=\"15.83\" y=\"24.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.90</text>\n",
       "    <text x=\"15.83\" y=\"15.96\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.95</text>\n",
       "    <text x=\"15.83\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.00</text>\n",
       "    <text x=\"15.83\" y=\"-1.96\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.05</text>\n",
       "    <text x=\"15.83\" y=\"-10.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.10</text>\n",
       "    <text x=\"15.83\" y=\"-19.89\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.15</text>\n",
       "    <text x=\"15.83\" y=\"-28.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.20</text>\n",
       "    <text x=\"15.83\" y=\"-37.82\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.25</text>\n",
       "    <text x=\"15.83\" y=\"-46.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.30</text>\n",
       "    <text x=\"15.83\" y=\"-55.75\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.35</text>\n",
       "    <text x=\"15.83\" y=\"-64.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">1.40</text>\n",
       "  </g>\n",
       "  <g font-size=\"3.88\" font-family=\"'PT Sans','Helvetica Neue','Helvetica',sans-serif\" fill=\"#564A55\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-290c273879864d4180d8af9421565081-element-20\">\n",
       "    <text x=\"8.81\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\">y</text>\n",
       "  </g>\n",
       "</g>\n",
       "<defs>\n",
       "<clipPath id=\"fig-290c273879864d4180d8af9421565081-element-5\">\n",
       "  <path d=\"M16.83,5 L 136.42 5 136.42 80.72 16.83 80.72\" />\n",
       "</clipPath\n",
       "></defs>\n",
       "<script> <![CDATA[\n",
       "(function(N){var k=/[\\.\\/]/,L=/\\s*,\\s*/,C=function(a,d){return a-d},a,v,y={n:{}},M=function(){for(var a=0,d=this.length;a<d;a++)if(\"undefined\"!=typeof this[a])return this[a]},A=function(){for(var a=this.length;--a;)if(\"undefined\"!=typeof this[a])return this[a]},w=function(k,d){k=String(k);var f=v,n=Array.prototype.slice.call(arguments,2),u=w.listeners(k),p=0,b,q=[],e={},l=[],r=a;l.firstDefined=M;l.lastDefined=A;a=k;for(var s=v=0,x=u.length;s<x;s++)\"zIndex\"in u[s]&&(q.push(u[s].zIndex),0>u[s].zIndex&&\n",
       "(e[u[s].zIndex]=u[s]));for(q.sort(C);0>q[p];)if(b=e[q[p++] ],l.push(b.apply(d,n)),v)return v=f,l;for(s=0;s<x;s++)if(b=u[s],\"zIndex\"in b)if(b.zIndex==q[p]){l.push(b.apply(d,n));if(v)break;do if(p++,(b=e[q[p] ])&&l.push(b.apply(d,n)),v)break;while(b)}else e[b.zIndex]=b;else if(l.push(b.apply(d,n)),v)break;v=f;a=r;return l};w._events=y;w.listeners=function(a){a=a.split(k);var d=y,f,n,u,p,b,q,e,l=[d],r=[];u=0;for(p=a.length;u<p;u++){e=[];b=0;for(q=l.length;b<q;b++)for(d=l[b].n,f=[d[a[u] ],d[\"*\"] ],n=2;n--;)if(d=\n",
       "f[n])e.push(d),r=r.concat(d.f||[]);l=e}return r};w.on=function(a,d){a=String(a);if(\"function\"!=typeof d)return function(){};for(var f=a.split(L),n=0,u=f.length;n<u;n++)(function(a){a=a.split(k);for(var b=y,f,e=0,l=a.length;e<l;e++)b=b.n,b=b.hasOwnProperty(a[e])&&b[a[e] ]||(b[a[e] ]={n:{}});b.f=b.f||[];e=0;for(l=b.f.length;e<l;e++)if(b.f[e]==d){f=!0;break}!f&&b.f.push(d)})(f[n]);return function(a){+a==+a&&(d.zIndex=+a)}};w.f=function(a){var d=[].slice.call(arguments,1);return function(){w.apply(null,\n",
       "[a,null].concat(d).concat([].slice.call(arguments,0)))}};w.stop=function(){v=1};w.nt=function(k){return k?(new RegExp(\"(?:\\\\.|\\\\/|^)\"+k+\"(?:\\\\.|\\\\/|$)\")).test(a):a};w.nts=function(){return a.split(k)};w.off=w.unbind=function(a,d){if(a){var f=a.split(L);if(1<f.length)for(var n=0,u=f.length;n<u;n++)w.off(f[n],d);else{for(var f=a.split(k),p,b,q,e,l=[y],n=0,u=f.length;n<u;n++)for(e=0;e<l.length;e+=q.length-2){q=[e,1];p=l[e].n;if(\"*\"!=f[n])p[f[n] ]&&q.push(p[f[n] ]);else for(b in p)p.hasOwnProperty(b)&&\n",
       "q.push(p[b]);l.splice.apply(l,q)}n=0;for(u=l.length;n<u;n++)for(p=l[n];p.n;){if(d){if(p.f){e=0;for(f=p.f.length;e<f;e++)if(p.f[e]==d){p.f.splice(e,1);break}!p.f.length&&delete p.f}for(b in p.n)if(p.n.hasOwnProperty(b)&&p.n[b].f){q=p.n[b].f;e=0;for(f=q.length;e<f;e++)if(q[e]==d){q.splice(e,1);break}!q.length&&delete p.n[b].f}}else for(b in delete p.f,p.n)p.n.hasOwnProperty(b)&&p.n[b].f&&delete p.n[b].f;p=p.n}}}else w._events=y={n:{}}};w.once=function(a,d){var f=function(){w.unbind(a,f);return d.apply(this,\n",
       "arguments)};return w.on(a,f)};w.version=\"0.4.2\";w.toString=function(){return\"You are running Eve 0.4.2\"};\"undefined\"!=typeof module&&module.exports?module.exports=w:\"function\"===typeof define&&define.amd?define(\"eve\",[],function(){return w}):N.eve=w})(this);\n",
       "(function(N,k){\"function\"===typeof define&&define.amd?define(\"Snap.svg\",[\"eve\"],function(L){return k(N,L)}):k(N,N.eve)})(this,function(N,k){var L=function(a){var k={},y=N.requestAnimationFrame||N.webkitRequestAnimationFrame||N.mozRequestAnimationFrame||N.oRequestAnimationFrame||N.msRequestAnimationFrame||function(a){setTimeout(a,16)},M=Array.isArray||function(a){return a instanceof Array||\"[object Array]\"==Object.prototype.toString.call(a)},A=0,w=\"M\"+(+new Date).toString(36),z=function(a){if(null==\n",
       "a)return this.s;var b=this.s-a;this.b+=this.dur*b;this.B+=this.dur*b;this.s=a},d=function(a){if(null==a)return this.spd;this.spd=a},f=function(a){if(null==a)return this.dur;this.s=this.s*a/this.dur;this.dur=a},n=function(){delete k[this.id];this.update();a(\"mina.stop.\"+this.id,this)},u=function(){this.pdif||(delete k[this.id],this.update(),this.pdif=this.get()-this.b)},p=function(){this.pdif&&(this.b=this.get()-this.pdif,delete this.pdif,k[this.id]=this)},b=function(){var a;if(M(this.start)){a=[];\n",
       "for(var b=0,e=this.start.length;b<e;b++)a[b]=+this.start[b]+(this.end[b]-this.start[b])*this.easing(this.s)}else a=+this.start+(this.end-this.start)*this.easing(this.s);this.set(a)},q=function(){var l=0,b;for(b in k)if(k.hasOwnProperty(b)){var e=k[b],f=e.get();l++;e.s=(f-e.b)/(e.dur/e.spd);1<=e.s&&(delete k[b],e.s=1,l--,function(b){setTimeout(function(){a(\"mina.finish.\"+b.id,b)})}(e));e.update()}l&&y(q)},e=function(a,r,s,x,G,h,J){a={id:w+(A++).toString(36),start:a,end:r,b:s,s:0,dur:x-s,spd:1,get:G,\n",
       "set:h,easing:J||e.linear,status:z,speed:d,duration:f,stop:n,pause:u,resume:p,update:b};k[a.id]=a;r=0;for(var K in k)if(k.hasOwnProperty(K)&&(r++,2==r))break;1==r&&y(q);return a};e.time=Date.now||function(){return+new Date};e.getById=function(a){return k[a]||null};e.linear=function(a){return a};e.easeout=function(a){return Math.pow(a,1.7)};e.easein=function(a){return Math.pow(a,0.48)};e.easeinout=function(a){if(1==a)return 1;if(0==a)return 0;var b=0.48-a/1.04,e=Math.sqrt(0.1734+b*b);a=e-b;a=Math.pow(Math.abs(a),\n",
       "1/3)*(0>a?-1:1);b=-e-b;b=Math.pow(Math.abs(b),1/3)*(0>b?-1:1);a=a+b+0.5;return 3*(1-a)*a*a+a*a*a};e.backin=function(a){return 1==a?1:a*a*(2.70158*a-1.70158)};e.backout=function(a){if(0==a)return 0;a-=1;return a*a*(2.70158*a+1.70158)+1};e.elastic=function(a){return a==!!a?a:Math.pow(2,-10*a)*Math.sin(2*(a-0.075)*Math.PI/0.3)+1};e.bounce=function(a){a<1/2.75?a*=7.5625*a:a<2/2.75?(a-=1.5/2.75,a=7.5625*a*a+0.75):a<2.5/2.75?(a-=2.25/2.75,a=7.5625*a*a+0.9375):(a-=2.625/2.75,a=7.5625*a*a+0.984375);return a};\n",
       "return N.mina=e}(\"undefined\"==typeof k?function(){}:k),C=function(){function a(c,t){if(c){if(c.tagName)return x(c);if(y(c,\"array\")&&a.set)return a.set.apply(a,c);if(c instanceof e)return c;if(null==t)return c=G.doc.querySelector(c),x(c)}return new s(null==c?\"100%\":c,null==t?\"100%\":t)}function v(c,a){if(a){\"#text\"==c&&(c=G.doc.createTextNode(a.text||\"\"));\"string\"==typeof c&&(c=v(c));if(\"string\"==typeof a)return\"xlink:\"==a.substring(0,6)?c.getAttributeNS(m,a.substring(6)):\"xml:\"==a.substring(0,4)?c.getAttributeNS(la,\n",
       "a.substring(4)):c.getAttribute(a);for(var da in a)if(a[h](da)){var b=J(a[da]);b?\"xlink:\"==da.substring(0,6)?c.setAttributeNS(m,da.substring(6),b):\"xml:\"==da.substring(0,4)?c.setAttributeNS(la,da.substring(4),b):c.setAttribute(da,b):c.removeAttribute(da)}}else c=G.doc.createElementNS(la,c);return c}function y(c,a){a=J.prototype.toLowerCase.call(a);return\"finite\"==a?isFinite(c):\"array\"==a&&(c instanceof Array||Array.isArray&&Array.isArray(c))?!0:\"null\"==a&&null===c||a==typeof c&&null!==c||\"object\"==\n",
       "a&&c===Object(c)||$.call(c).slice(8,-1).toLowerCase()==a}function M(c){if(\"function\"==typeof c||Object(c)!==c)return c;var a=new c.constructor,b;for(b in c)c[h](b)&&(a[b]=M(c[b]));return a}function A(c,a,b){function m(){var e=Array.prototype.slice.call(arguments,0),f=e.join(\"\\u2400\"),d=m.cache=m.cache||{},l=m.count=m.count||[];if(d[h](f)){a:for(var e=l,l=f,B=0,H=e.length;B<H;B++)if(e[B]===l){e.push(e.splice(B,1)[0]);break a}return b?b(d[f]):d[f]}1E3<=l.length&&delete d[l.shift()];l.push(f);d[f]=c.apply(a,\n",
       "e);return b?b(d[f]):d[f]}return m}function w(c,a,b,m,e,f){return null==e?(c-=b,a-=m,c||a?(180*I.atan2(-a,-c)/C+540)%360:0):w(c,a,e,f)-w(b,m,e,f)}function z(c){return c%360*C/180}function d(c){var a=[];c=c.replace(/(?:^|\\s)(\\w+)\\(([^)]+)\\)/g,function(c,b,m){m=m.split(/\\s*,\\s*|\\s+/);\"rotate\"==b&&1==m.length&&m.push(0,0);\"scale\"==b&&(2<m.length?m=m.slice(0,2):2==m.length&&m.push(0,0),1==m.length&&m.push(m[0],0,0));\"skewX\"==b?a.push([\"m\",1,0,I.tan(z(m[0])),1,0,0]):\"skewY\"==b?a.push([\"m\",1,I.tan(z(m[0])),\n",
       "0,1,0,0]):a.push([b.charAt(0)].concat(m));return c});return a}function f(c,t){var b=O(c),m=new a.Matrix;if(b)for(var e=0,f=b.length;e<f;e++){var h=b[e],d=h.length,B=J(h[0]).toLowerCase(),H=h[0]!=B,l=H?m.invert():0,E;\"t\"==B&&2==d?m.translate(h[1],0):\"t\"==B&&3==d?H?(d=l.x(0,0),B=l.y(0,0),H=l.x(h[1],h[2]),l=l.y(h[1],h[2]),m.translate(H-d,l-B)):m.translate(h[1],h[2]):\"r\"==B?2==d?(E=E||t,m.rotate(h[1],E.x+E.width/2,E.y+E.height/2)):4==d&&(H?(H=l.x(h[2],h[3]),l=l.y(h[2],h[3]),m.rotate(h[1],H,l)):m.rotate(h[1],\n",
       "h[2],h[3])):\"s\"==B?2==d||3==d?(E=E||t,m.scale(h[1],h[d-1],E.x+E.width/2,E.y+E.height/2)):4==d?H?(H=l.x(h[2],h[3]),l=l.y(h[2],h[3]),m.scale(h[1],h[1],H,l)):m.scale(h[1],h[1],h[2],h[3]):5==d&&(H?(H=l.x(h[3],h[4]),l=l.y(h[3],h[4]),m.scale(h[1],h[2],H,l)):m.scale(h[1],h[2],h[3],h[4])):\"m\"==B&&7==d&&m.add(h[1],h[2],h[3],h[4],h[5],h[6])}return m}function n(c,t){if(null==t){var m=!0;t=\"linearGradient\"==c.type||\"radialGradient\"==c.type?c.node.getAttribute(\"gradientTransform\"):\"pattern\"==c.type?c.node.getAttribute(\"patternTransform\"):\n",
       "c.node.getAttribute(\"transform\");if(!t)return new a.Matrix;t=d(t)}else t=a._.rgTransform.test(t)?J(t).replace(/\\.{3}|\\u2026/g,c._.transform||aa):d(t),y(t,\"array\")&&(t=a.path?a.path.toString.call(t):J(t)),c._.transform=t;var b=f(t,c.getBBox(1));if(m)return b;c.matrix=b}function u(c){c=c.node.ownerSVGElement&&x(c.node.ownerSVGElement)||c.node.parentNode&&x(c.node.parentNode)||a.select(\"svg\")||a(0,0);var t=c.select(\"defs\"),t=null==t?!1:t.node;t||(t=r(\"defs\",c.node).node);return t}function p(c){return c.node.ownerSVGElement&&\n",
       "x(c.node.ownerSVGElement)||a.select(\"svg\")}function b(c,a,m){function b(c){if(null==c)return aa;if(c==+c)return c;v(B,{width:c});try{return B.getBBox().width}catch(a){return 0}}function h(c){if(null==c)return aa;if(c==+c)return c;v(B,{height:c});try{return B.getBBox().height}catch(a){return 0}}function e(b,B){null==a?d[b]=B(c.attr(b)||0):b==a&&(d=B(null==m?c.attr(b)||0:m))}var f=p(c).node,d={},B=f.querySelector(\".svg---mgr\");B||(B=v(\"rect\"),v(B,{x:-9E9,y:-9E9,width:10,height:10,\"class\":\"svg---mgr\",\n",
       "fill:\"none\"}),f.appendChild(B));switch(c.type){case \"rect\":e(\"rx\",b),e(\"ry\",h);case \"image\":e(\"width\",b),e(\"height\",h);case \"text\":e(\"x\",b);e(\"y\",h);break;case \"circle\":e(\"cx\",b);e(\"cy\",h);e(\"r\",b);break;case \"ellipse\":e(\"cx\",b);e(\"cy\",h);e(\"rx\",b);e(\"ry\",h);break;case \"line\":e(\"x1\",b);e(\"x2\",b);e(\"y1\",h);e(\"y2\",h);break;case \"marker\":e(\"refX\",b);e(\"markerWidth\",b);e(\"refY\",h);e(\"markerHeight\",h);break;case \"radialGradient\":e(\"fx\",b);e(\"fy\",h);break;case \"tspan\":e(\"dx\",b);e(\"dy\",h);break;default:e(a,\n",
       "b)}f.removeChild(B);return d}function q(c){y(c,\"array\")||(c=Array.prototype.slice.call(arguments,0));for(var a=0,b=0,m=this.node;this[a];)delete this[a++];for(a=0;a<c.length;a++)\"set\"==c[a].type?c[a].forEach(function(c){m.appendChild(c.node)}):m.appendChild(c[a].node);for(var h=m.childNodes,a=0;a<h.length;a++)this[b++]=x(h[a]);return this}function e(c){if(c.snap in E)return E[c.snap];var a=this.id=V(),b;try{b=c.ownerSVGElement}catch(m){}this.node=c;b&&(this.paper=new s(b));this.type=c.tagName;this.anims=\n",
       "{};this._={transform:[]};c.snap=a;E[a]=this;\"g\"==this.type&&(this.add=q);if(this.type in{g:1,mask:1,pattern:1})for(var e in s.prototype)s.prototype[h](e)&&(this[e]=s.prototype[e])}function l(c){this.node=c}function r(c,a){var b=v(c);a.appendChild(b);return x(b)}function s(c,a){var b,m,f,d=s.prototype;if(c&&\"svg\"==c.tagName){if(c.snap in E)return E[c.snap];var l=c.ownerDocument;b=new e(c);m=c.getElementsByTagName(\"desc\")[0];f=c.getElementsByTagName(\"defs\")[0];m||(m=v(\"desc\"),m.appendChild(l.createTextNode(\"Created with Snap\")),\n",
       "b.node.appendChild(m));f||(f=v(\"defs\"),b.node.appendChild(f));b.defs=f;for(var ca in d)d[h](ca)&&(b[ca]=d[ca]);b.paper=b.root=b}else b=r(\"svg\",G.doc.body),v(b.node,{height:a,version:1.1,width:c,xmlns:la});return b}function x(c){return!c||c instanceof e||c instanceof l?c:c.tagName&&\"svg\"==c.tagName.toLowerCase()?new s(c):c.tagName&&\"object\"==c.tagName.toLowerCase()&&\"image/svg+xml\"==c.type?new s(c.contentDocument.getElementsByTagName(\"svg\")[0]):new e(c)}a.version=\"0.3.0\";a.toString=function(){return\"Snap v\"+\n",
       "this.version};a._={};var G={win:N,doc:N.document};a._.glob=G;var h=\"hasOwnProperty\",J=String,K=parseFloat,U=parseInt,I=Math,P=I.max,Q=I.min,Y=I.abs,C=I.PI,aa=\"\",$=Object.prototype.toString,F=/^\\s*((#[a-f\\d]{6})|(#[a-f\\d]{3})|rgba?\\(\\s*([\\d\\.]+%?\\s*,\\s*[\\d\\.]+%?\\s*,\\s*[\\d\\.]+%?(?:\\s*,\\s*[\\d\\.]+%?)?)\\s*\\)|hsba?\\(\\s*([\\d\\.]+(?:deg|\\xb0|%)?\\s*,\\s*[\\d\\.]+%?\\s*,\\s*[\\d\\.]+(?:%?\\s*,\\s*[\\d\\.]+)?%?)\\s*\\)|hsla?\\(\\s*([\\d\\.]+(?:deg|\\xb0|%)?\\s*,\\s*[\\d\\.]+%?\\s*,\\s*[\\d\\.]+(?:%?\\s*,\\s*[\\d\\.]+)?%?)\\s*\\))\\s*$/i;a._.separator=\n",
       "RegExp(\"[,\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]+\");var S=RegExp(\"[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*,[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*\"),X={hs:1,rg:1},W=RegExp(\"([a-z])[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029,]*((-?\\\\d*\\\\.?\\\\d*(?:e[\\\\-+]?\\\\d+)?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*,?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*)+)\",\n",
       "\"ig\"),ma=RegExp(\"([rstm])[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029,]*((-?\\\\d*\\\\.?\\\\d*(?:e[\\\\-+]?\\\\d+)?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*,?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*)+)\",\"ig\"),Z=RegExp(\"(-?\\\\d*\\\\.?\\\\d*(?:e[\\\\-+]?\\\\d+)?)[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*,?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*\",\n",
       "\"ig\"),na=0,ba=\"S\"+(+new Date).toString(36),V=function(){return ba+(na++).toString(36)},m=\"http://www.w3.org/1999/xlink\",la=\"http://www.w3.org/2000/svg\",E={},ca=a.url=function(c){return\"url('#\"+c+\"')\"};a._.$=v;a._.id=V;a.format=function(){var c=/\\{([^\\}]+)\\}/g,a=/(?:(?:^|\\.)(.+?)(?=\\[|\\.|$|\\()|\\[('|\")(.+?)\\2\\])(\\(\\))?/g,b=function(c,b,m){var h=m;b.replace(a,function(c,a,b,m,t){a=a||m;h&&(a in h&&(h=h[a]),\"function\"==typeof h&&t&&(h=h()))});return h=(null==h||h==m?c:h)+\"\"};return function(a,m){return J(a).replace(c,\n",
       "function(c,a){return b(c,a,m)})}}();a._.clone=M;a._.cacher=A;a.rad=z;a.deg=function(c){return 180*c/C%360};a.angle=w;a.is=y;a.snapTo=function(c,a,b){b=y(b,\"finite\")?b:10;if(y(c,\"array\"))for(var m=c.length;m--;){if(Y(c[m]-a)<=b)return c[m]}else{c=+c;m=a%c;if(m<b)return a-m;if(m>c-b)return a-m+c}return a};a.getRGB=A(function(c){if(!c||(c=J(c)).indexOf(\"-\")+1)return{r:-1,g:-1,b:-1,hex:\"none\",error:1,toString:ka};if(\"none\"==c)return{r:-1,g:-1,b:-1,hex:\"none\",toString:ka};!X[h](c.toLowerCase().substring(0,\n",
       "2))&&\"#\"!=c.charAt()&&(c=T(c));if(!c)return{r:-1,g:-1,b:-1,hex:\"none\",error:1,toString:ka};var b,m,e,f,d;if(c=c.match(F)){c[2]&&(e=U(c[2].substring(5),16),m=U(c[2].substring(3,5),16),b=U(c[2].substring(1,3),16));c[3]&&(e=U((d=c[3].charAt(3))+d,16),m=U((d=c[3].charAt(2))+d,16),b=U((d=c[3].charAt(1))+d,16));c[4]&&(d=c[4].split(S),b=K(d[0]),\"%\"==d[0].slice(-1)&&(b*=2.55),m=K(d[1]),\"%\"==d[1].slice(-1)&&(m*=2.55),e=K(d[2]),\"%\"==d[2].slice(-1)&&(e*=2.55),\"rgba\"==c[1].toLowerCase().slice(0,4)&&(f=K(d[3])),\n",
       "d[3]&&\"%\"==d[3].slice(-1)&&(f/=100));if(c[5])return d=c[5].split(S),b=K(d[0]),\"%\"==d[0].slice(-1)&&(b/=100),m=K(d[1]),\"%\"==d[1].slice(-1)&&(m/=100),e=K(d[2]),\"%\"==d[2].slice(-1)&&(e/=100),\"deg\"!=d[0].slice(-3)&&\"\\u00b0\"!=d[0].slice(-1)||(b/=360),\"hsba\"==c[1].toLowerCase().slice(0,4)&&(f=K(d[3])),d[3]&&\"%\"==d[3].slice(-1)&&(f/=100),a.hsb2rgb(b,m,e,f);if(c[6])return d=c[6].split(S),b=K(d[0]),\"%\"==d[0].slice(-1)&&(b/=100),m=K(d[1]),\"%\"==d[1].slice(-1)&&(m/=100),e=K(d[2]),\"%\"==d[2].slice(-1)&&(e/=100),\n",
       "\"deg\"!=d[0].slice(-3)&&\"\\u00b0\"!=d[0].slice(-1)||(b/=360),\"hsla\"==c[1].toLowerCase().slice(0,4)&&(f=K(d[3])),d[3]&&\"%\"==d[3].slice(-1)&&(f/=100),a.hsl2rgb(b,m,e,f);b=Q(I.round(b),255);m=Q(I.round(m),255);e=Q(I.round(e),255);f=Q(P(f,0),1);c={r:b,g:m,b:e,toString:ka};c.hex=\"#\"+(16777216|e|m<<8|b<<16).toString(16).slice(1);c.opacity=y(f,\"finite\")?f:1;return c}return{r:-1,g:-1,b:-1,hex:\"none\",error:1,toString:ka}},a);a.hsb=A(function(c,b,m){return a.hsb2rgb(c,b,m).hex});a.hsl=A(function(c,b,m){return a.hsl2rgb(c,\n",
       "b,m).hex});a.rgb=A(function(c,a,b,m){if(y(m,\"finite\")){var e=I.round;return\"rgba(\"+[e(c),e(a),e(b),+m.toFixed(2)]+\")\"}return\"#\"+(16777216|b|a<<8|c<<16).toString(16).slice(1)});var T=function(c){var a=G.doc.getElementsByTagName(\"head\")[0]||G.doc.getElementsByTagName(\"svg\")[0];T=A(function(c){if(\"red\"==c.toLowerCase())return\"rgb(255, 0, 0)\";a.style.color=\"rgb(255, 0, 0)\";a.style.color=c;c=G.doc.defaultView.getComputedStyle(a,aa).getPropertyValue(\"color\");return\"rgb(255, 0, 0)\"==c?null:c});return T(c)},\n",
       "qa=function(){return\"hsb(\"+[this.h,this.s,this.b]+\")\"},ra=function(){return\"hsl(\"+[this.h,this.s,this.l]+\")\"},ka=function(){return 1==this.opacity||null==this.opacity?this.hex:\"rgba(\"+[this.r,this.g,this.b,this.opacity]+\")\"},D=function(c,b,m){null==b&&y(c,\"object\")&&\"r\"in c&&\"g\"in c&&\"b\"in c&&(m=c.b,b=c.g,c=c.r);null==b&&y(c,string)&&(m=a.getRGB(c),c=m.r,b=m.g,m=m.b);if(1<c||1<b||1<m)c/=255,b/=255,m/=255;return[c,b,m]},oa=function(c,b,m,e){c=I.round(255*c);b=I.round(255*b);m=I.round(255*m);c={r:c,\n",
       "g:b,b:m,opacity:y(e,\"finite\")?e:1,hex:a.rgb(c,b,m),toString:ka};y(e,\"finite\")&&(c.opacity=e);return c};a.color=function(c){var b;y(c,\"object\")&&\"h\"in c&&\"s\"in c&&\"b\"in c?(b=a.hsb2rgb(c),c.r=b.r,c.g=b.g,c.b=b.b,c.opacity=1,c.hex=b.hex):y(c,\"object\")&&\"h\"in c&&\"s\"in c&&\"l\"in c?(b=a.hsl2rgb(c),c.r=b.r,c.g=b.g,c.b=b.b,c.opacity=1,c.hex=b.hex):(y(c,\"string\")&&(c=a.getRGB(c)),y(c,\"object\")&&\"r\"in c&&\"g\"in c&&\"b\"in c&&!(\"error\"in c)?(b=a.rgb2hsl(c),c.h=b.h,c.s=b.s,c.l=b.l,b=a.rgb2hsb(c),c.v=b.b):(c={hex:\"none\"},\n",
       "c.r=c.g=c.b=c.h=c.s=c.v=c.l=-1,c.error=1));c.toString=ka;return c};a.hsb2rgb=function(c,a,b,m){y(c,\"object\")&&\"h\"in c&&\"s\"in c&&\"b\"in c&&(b=c.b,a=c.s,c=c.h,m=c.o);var e,h,d;c=360*c%360/60;d=b*a;a=d*(1-Y(c%2-1));b=e=h=b-d;c=~~c;b+=[d,a,0,0,a,d][c];e+=[a,d,d,a,0,0][c];h+=[0,0,a,d,d,a][c];return oa(b,e,h,m)};a.hsl2rgb=function(c,a,b,m){y(c,\"object\")&&\"h\"in c&&\"s\"in c&&\"l\"in c&&(b=c.l,a=c.s,c=c.h);if(1<c||1<a||1<b)c/=360,a/=100,b/=100;var e,h,d;c=360*c%360/60;d=2*a*(0.5>b?b:1-b);a=d*(1-Y(c%2-1));b=e=\n",
       "h=b-d/2;c=~~c;b+=[d,a,0,0,a,d][c];e+=[a,d,d,a,0,0][c];h+=[0,0,a,d,d,a][c];return oa(b,e,h,m)};a.rgb2hsb=function(c,a,b){b=D(c,a,b);c=b[0];a=b[1];b=b[2];var m,e;m=P(c,a,b);e=m-Q(c,a,b);c=((0==e?0:m==c?(a-b)/e:m==a?(b-c)/e+2:(c-a)/e+4)+360)%6*60/360;return{h:c,s:0==e?0:e/m,b:m,toString:qa}};a.rgb2hsl=function(c,a,b){b=D(c,a,b);c=b[0];a=b[1];b=b[2];var m,e,h;m=P(c,a,b);e=Q(c,a,b);h=m-e;c=((0==h?0:m==c?(a-b)/h:m==a?(b-c)/h+2:(c-a)/h+4)+360)%6*60/360;m=(m+e)/2;return{h:c,s:0==h?0:0.5>m?h/(2*m):h/(2-2*\n",
       "m),l:m,toString:ra}};a.parsePathString=function(c){if(!c)return null;var b=a.path(c);if(b.arr)return a.path.clone(b.arr);var m={a:7,c:6,o:2,h:1,l:2,m:2,r:4,q:4,s:4,t:2,v:1,u:3,z:0},e=[];y(c,\"array\")&&y(c[0],\"array\")&&(e=a.path.clone(c));e.length||J(c).replace(W,function(c,a,b){var h=[];c=a.toLowerCase();b.replace(Z,function(c,a){a&&h.push(+a)});\"m\"==c&&2<h.length&&(e.push([a].concat(h.splice(0,2))),c=\"l\",a=\"m\"==a?\"l\":\"L\");\"o\"==c&&1==h.length&&e.push([a,h[0] ]);if(\"r\"==c)e.push([a].concat(h));else for(;h.length>=\n",
       "m[c]&&(e.push([a].concat(h.splice(0,m[c]))),m[c]););});e.toString=a.path.toString;b.arr=a.path.clone(e);return e};var O=a.parseTransformString=function(c){if(!c)return null;var b=[];y(c,\"array\")&&y(c[0],\"array\")&&(b=a.path.clone(c));b.length||J(c).replace(ma,function(c,a,m){var e=[];a.toLowerCase();m.replace(Z,function(c,a){a&&e.push(+a)});b.push([a].concat(e))});b.toString=a.path.toString;return b};a._.svgTransform2string=d;a._.rgTransform=RegExp(\"^[a-z][\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*-?\\\\.?\\\\d\",\n",
       "\"i\");a._.transform2matrix=f;a._unit2px=b;a._.getSomeDefs=u;a._.getSomeSVG=p;a.select=function(c){return x(G.doc.querySelector(c))};a.selectAll=function(c){c=G.doc.querySelectorAll(c);for(var b=(a.set||Array)(),m=0;m<c.length;m++)b.push(x(c[m]));return b};setInterval(function(){for(var c in E)if(E[h](c)){var a=E[c],b=a.node;(\"svg\"!=a.type&&!b.ownerSVGElement||\"svg\"==a.type&&(!b.parentNode||\"ownerSVGElement\"in b.parentNode&&!b.ownerSVGElement))&&delete E[c]}},1E4);(function(c){function m(c){function a(c,\n",
       "b){var m=v(c.node,b);(m=(m=m&&m.match(d))&&m[2])&&\"#\"==m.charAt()&&(m=m.substring(1))&&(f[m]=(f[m]||[]).concat(function(a){var m={};m[b]=ca(a);v(c.node,m)}))}function b(c){var a=v(c.node,\"xlink:href\");a&&\"#\"==a.charAt()&&(a=a.substring(1))&&(f[a]=(f[a]||[]).concat(function(a){c.attr(\"xlink:href\",\"#\"+a)}))}var e=c.selectAll(\"*\"),h,d=/^\\s*url\\((\"|'|)(.*)\\1\\)\\s*$/;c=[];for(var f={},l=0,E=e.length;l<E;l++){h=e[l];a(h,\"fill\");a(h,\"stroke\");a(h,\"filter\");a(h,\"mask\");a(h,\"clip-path\");b(h);var t=v(h.node,\n",
       "\"id\");t&&(v(h.node,{id:h.id}),c.push({old:t,id:h.id}))}l=0;for(E=c.length;l<E;l++)if(e=f[c[l].old])for(h=0,t=e.length;h<t;h++)e[h](c[l].id)}function e(c,a,b){return function(m){m=m.slice(c,a);1==m.length&&(m=m[0]);return b?b(m):m}}function d(c){return function(){var a=c?\"<\"+this.type:\"\",b=this.node.attributes,m=this.node.childNodes;if(c)for(var e=0,h=b.length;e<h;e++)a+=\" \"+b[e].name+'=\"'+b[e].value.replace(/\"/g,'\\\\\"')+'\"';if(m.length){c&&(a+=\">\");e=0;for(h=m.length;e<h;e++)3==m[e].nodeType?a+=m[e].nodeValue:\n",
       "1==m[e].nodeType&&(a+=x(m[e]).toString());c&&(a+=\"</\"+this.type+\">\")}else c&&(a+=\"/>\");return a}}c.attr=function(c,a){if(!c)return this;if(y(c,\"string\"))if(1<arguments.length){var b={};b[c]=a;c=b}else return k(\"snap.util.getattr.\"+c,this).firstDefined();for(var m in c)c[h](m)&&k(\"snap.util.attr.\"+m,this,c[m]);return this};c.getBBox=function(c){if(!a.Matrix||!a.path)return this.node.getBBox();var b=this,m=new a.Matrix;if(b.removed)return a._.box();for(;\"use\"==b.type;)if(c||(m=m.add(b.transform().localMatrix.translate(b.attr(\"x\")||\n",
       "0,b.attr(\"y\")||0))),b.original)b=b.original;else var e=b.attr(\"xlink:href\"),b=b.original=b.node.ownerDocument.getElementById(e.substring(e.indexOf(\"#\")+1));var e=b._,h=a.path.get[b.type]||a.path.get.deflt;try{if(c)return e.bboxwt=h?a.path.getBBox(b.realPath=h(b)):a._.box(b.node.getBBox()),a._.box(e.bboxwt);b.realPath=h(b);b.matrix=b.transform().localMatrix;e.bbox=a.path.getBBox(a.path.map(b.realPath,m.add(b.matrix)));return a._.box(e.bbox)}catch(d){return a._.box()}};var f=function(){return this.string};\n",
       "c.transform=function(c){var b=this._;if(null==c){var m=this;c=new a.Matrix(this.node.getCTM());for(var e=n(this),h=[e],d=new a.Matrix,l=e.toTransformString(),b=J(e)==J(this.matrix)?J(b.transform):l;\"svg\"!=m.type&&(m=m.parent());)h.push(n(m));for(m=h.length;m--;)d.add(h[m]);return{string:b,globalMatrix:c,totalMatrix:d,localMatrix:e,diffMatrix:c.clone().add(e.invert()),global:c.toTransformString(),total:d.toTransformString(),local:l,toString:f}}c instanceof a.Matrix?this.matrix=c:n(this,c);this.node&&\n",
       "(\"linearGradient\"==this.type||\"radialGradient\"==this.type?v(this.node,{gradientTransform:this.matrix}):\"pattern\"==this.type?v(this.node,{patternTransform:this.matrix}):v(this.node,{transform:this.matrix}));return this};c.parent=function(){return x(this.node.parentNode)};c.append=c.add=function(c){if(c){if(\"set\"==c.type){var a=this;c.forEach(function(c){a.add(c)});return this}c=x(c);this.node.appendChild(c.node);c.paper=this.paper}return this};c.appendTo=function(c){c&&(c=x(c),c.append(this));return this};\n",
       "c.prepend=function(c){if(c){if(\"set\"==c.type){var a=this,b;c.forEach(function(c){b?b.after(c):a.prepend(c);b=c});return this}c=x(c);var m=c.parent();this.node.insertBefore(c.node,this.node.firstChild);this.add&&this.add();c.paper=this.paper;this.parent()&&this.parent().add();m&&m.add()}return this};c.prependTo=function(c){c=x(c);c.prepend(this);return this};c.before=function(c){if(\"set\"==c.type){var a=this;c.forEach(function(c){var b=c.parent();a.node.parentNode.insertBefore(c.node,a.node);b&&b.add()});\n",
       "this.parent().add();return this}c=x(c);var b=c.parent();this.node.parentNode.insertBefore(c.node,this.node);this.parent()&&this.parent().add();b&&b.add();c.paper=this.paper;return this};c.after=function(c){c=x(c);var a=c.parent();this.node.nextSibling?this.node.parentNode.insertBefore(c.node,this.node.nextSibling):this.node.parentNode.appendChild(c.node);this.parent()&&this.parent().add();a&&a.add();c.paper=this.paper;return this};c.insertBefore=function(c){c=x(c);var a=this.parent();c.node.parentNode.insertBefore(this.node,\n",
       "c.node);this.paper=c.paper;a&&a.add();c.parent()&&c.parent().add();return this};c.insertAfter=function(c){c=x(c);var a=this.parent();c.node.parentNode.insertBefore(this.node,c.node.nextSibling);this.paper=c.paper;a&&a.add();c.parent()&&c.parent().add();return this};c.remove=function(){var c=this.parent();this.node.parentNode&&this.node.parentNode.removeChild(this.node);delete this.paper;this.removed=!0;c&&c.add();return this};c.select=function(c){return x(this.node.querySelector(c))};c.selectAll=\n",
       "function(c){c=this.node.querySelectorAll(c);for(var b=(a.set||Array)(),m=0;m<c.length;m++)b.push(x(c[m]));return b};c.asPX=function(c,a){null==a&&(a=this.attr(c));return+b(this,c,a)};c.use=function(){var c,a=this.node.id;a||(a=this.id,v(this.node,{id:a}));c=\"linearGradient\"==this.type||\"radialGradient\"==this.type||\"pattern\"==this.type?r(this.type,this.node.parentNode):r(\"use\",this.node.parentNode);v(c.node,{\"xlink:href\":\"#\"+a});c.original=this;return c};var l=/\\S+/g;c.addClass=function(c){var a=(c||\n",
       "\"\").match(l)||[];c=this.node;var b=c.className.baseVal,m=b.match(l)||[],e,h,d;if(a.length){for(e=0;d=a[e++];)h=m.indexOf(d),~h||m.push(d);a=m.join(\" \");b!=a&&(c.className.baseVal=a)}return this};c.removeClass=function(c){var a=(c||\"\").match(l)||[];c=this.node;var b=c.className.baseVal,m=b.match(l)||[],e,h;if(m.length){for(e=0;h=a[e++];)h=m.indexOf(h),~h&&m.splice(h,1);a=m.join(\" \");b!=a&&(c.className.baseVal=a)}return this};c.hasClass=function(c){return!!~(this.node.className.baseVal.match(l)||[]).indexOf(c)};\n",
       "c.toggleClass=function(c,a){if(null!=a)return a?this.addClass(c):this.removeClass(c);var b=(c||\"\").match(l)||[],m=this.node,e=m.className.baseVal,h=e.match(l)||[],d,f,E;for(d=0;E=b[d++];)f=h.indexOf(E),~f?h.splice(f,1):h.push(E);b=h.join(\" \");e!=b&&(m.className.baseVal=b);return this};c.clone=function(){var c=x(this.node.cloneNode(!0));v(c.node,\"id\")&&v(c.node,{id:c.id});m(c);c.insertAfter(this);return c};c.toDefs=function(){u(this).appendChild(this.node);return this};c.pattern=c.toPattern=function(c,\n",
       "a,b,m){var e=r(\"pattern\",u(this));null==c&&(c=this.getBBox());y(c,\"object\")&&\"x\"in c&&(a=c.y,b=c.width,m=c.height,c=c.x);v(e.node,{x:c,y:a,width:b,height:m,patternUnits:\"userSpaceOnUse\",id:e.id,viewBox:[c,a,b,m].join(\" \")});e.node.appendChild(this.node);return e};c.marker=function(c,a,b,m,e,h){var d=r(\"marker\",u(this));null==c&&(c=this.getBBox());y(c,\"object\")&&\"x\"in c&&(a=c.y,b=c.width,m=c.height,e=c.refX||c.cx,h=c.refY||c.cy,c=c.x);v(d.node,{viewBox:[c,a,b,m].join(\" \"),markerWidth:b,markerHeight:m,\n",
       "orient:\"auto\",refX:e||0,refY:h||0,id:d.id});d.node.appendChild(this.node);return d};var E=function(c,a,b,m){\"function\"!=typeof b||b.length||(m=b,b=L.linear);this.attr=c;this.dur=a;b&&(this.easing=b);m&&(this.callback=m)};a._.Animation=E;a.animation=function(c,a,b,m){return new E(c,a,b,m)};c.inAnim=function(){var c=[],a;for(a in this.anims)this.anims[h](a)&&function(a){c.push({anim:new E(a._attrs,a.dur,a.easing,a._callback),mina:a,curStatus:a.status(),status:function(c){return a.status(c)},stop:function(){a.stop()}})}(this.anims[a]);\n",
       "return c};a.animate=function(c,a,b,m,e,h){\"function\"!=typeof e||e.length||(h=e,e=L.linear);var d=L.time();c=L(c,a,d,d+m,L.time,b,e);h&&k.once(\"mina.finish.\"+c.id,h);return c};c.stop=function(){for(var c=this.inAnim(),a=0,b=c.length;a<b;a++)c[a].stop();return this};c.animate=function(c,a,b,m){\"function\"!=typeof b||b.length||(m=b,b=L.linear);c instanceof E&&(m=c.callback,b=c.easing,a=b.dur,c=c.attr);var d=[],f=[],l={},t,ca,n,T=this,q;for(q in c)if(c[h](q)){T.equal?(n=T.equal(q,J(c[q])),t=n.from,ca=\n",
       "n.to,n=n.f):(t=+T.attr(q),ca=+c[q]);var la=y(t,\"array\")?t.length:1;l[q]=e(d.length,d.length+la,n);d=d.concat(t);f=f.concat(ca)}t=L.time();var p=L(d,f,t,t+a,L.time,function(c){var a={},b;for(b in l)l[h](b)&&(a[b]=l[b](c));T.attr(a)},b);T.anims[p.id]=p;p._attrs=c;p._callback=m;k(\"snap.animcreated.\"+T.id,p);k.once(\"mina.finish.\"+p.id,function(){delete T.anims[p.id];m&&m.call(T)});k.once(\"mina.stop.\"+p.id,function(){delete T.anims[p.id]});return T};var T={};c.data=function(c,b){var m=T[this.id]=T[this.id]||\n",
       "{};if(0==arguments.length)return k(\"snap.data.get.\"+this.id,this,m,null),m;if(1==arguments.length){if(a.is(c,\"object\")){for(var e in c)c[h](e)&&this.data(e,c[e]);return this}k(\"snap.data.get.\"+this.id,this,m[c],c);return m[c]}m[c]=b;k(\"snap.data.set.\"+this.id,this,b,c);return this};c.removeData=function(c){null==c?T[this.id]={}:T[this.id]&&delete T[this.id][c];return this};c.outerSVG=c.toString=d(1);c.innerSVG=d()})(e.prototype);a.parse=function(c){var a=G.doc.createDocumentFragment(),b=!0,m=G.doc.createElement(\"div\");\n",
       "c=J(c);c.match(/^\\s*<\\s*svg(?:\\s|>)/)||(c=\"<svg>\"+c+\"</svg>\",b=!1);m.innerHTML=c;if(c=m.getElementsByTagName(\"svg\")[0])if(b)a=c;else for(;c.firstChild;)a.appendChild(c.firstChild);m.innerHTML=aa;return new l(a)};l.prototype.select=e.prototype.select;l.prototype.selectAll=e.prototype.selectAll;a.fragment=function(){for(var c=Array.prototype.slice.call(arguments,0),b=G.doc.createDocumentFragment(),m=0,e=c.length;m<e;m++){var h=c[m];h.node&&h.node.nodeType&&b.appendChild(h.node);h.nodeType&&b.appendChild(h);\n",
       "\"string\"==typeof h&&b.appendChild(a.parse(h).node)}return new l(b)};a._.make=r;a._.wrap=x;s.prototype.el=function(c,a){var b=r(c,this.node);a&&b.attr(a);return b};k.on(\"snap.util.getattr\",function(){var c=k.nt(),c=c.substring(c.lastIndexOf(\".\")+1),a=c.replace(/[A-Z]/g,function(c){return\"-\"+c.toLowerCase()});return pa[h](a)?this.node.ownerDocument.defaultView.getComputedStyle(this.node,null).getPropertyValue(a):v(this.node,c)});var pa={\"alignment-baseline\":0,\"baseline-shift\":0,clip:0,\"clip-path\":0,\n",
       "\"clip-rule\":0,color:0,\"color-interpolation\":0,\"color-interpolation-filters\":0,\"color-profile\":0,\"color-rendering\":0,cursor:0,direction:0,display:0,\"dominant-baseline\":0,\"enable-background\":0,fill:0,\"fill-opacity\":0,\"fill-rule\":0,filter:0,\"flood-color\":0,\"flood-opacity\":0,font:0,\"font-family\":0,\"font-size\":0,\"font-size-adjust\":0,\"font-stretch\":0,\"font-style\":0,\"font-variant\":0,\"font-weight\":0,\"glyph-orientation-horizontal\":0,\"glyph-orientation-vertical\":0,\"image-rendering\":0,kerning:0,\"letter-spacing\":0,\n",
       "\"lighting-color\":0,marker:0,\"marker-end\":0,\"marker-mid\":0,\"marker-start\":0,mask:0,opacity:0,overflow:0,\"pointer-events\":0,\"shape-rendering\":0,\"stop-color\":0,\"stop-opacity\":0,stroke:0,\"stroke-dasharray\":0,\"stroke-dashoffset\":0,\"stroke-linecap\":0,\"stroke-linejoin\":0,\"stroke-miterlimit\":0,\"stroke-opacity\":0,\"stroke-width\":0,\"text-anchor\":0,\"text-decoration\":0,\"text-rendering\":0,\"unicode-bidi\":0,visibility:0,\"word-spacing\":0,\"writing-mode\":0};k.on(\"snap.util.attr\",function(c){var a=k.nt(),b={},a=a.substring(a.lastIndexOf(\".\")+\n",
       "1);b[a]=c;var m=a.replace(/-(\\w)/gi,function(c,a){return a.toUpperCase()}),a=a.replace(/[A-Z]/g,function(c){return\"-\"+c.toLowerCase()});pa[h](a)?this.node.style[m]=null==c?aa:c:v(this.node,b)});a.ajax=function(c,a,b,m){var e=new XMLHttpRequest,h=V();if(e){if(y(a,\"function\"))m=b,b=a,a=null;else if(y(a,\"object\")){var d=[],f;for(f in a)a.hasOwnProperty(f)&&d.push(encodeURIComponent(f)+\"=\"+encodeURIComponent(a[f]));a=d.join(\"&\")}e.open(a?\"POST\":\"GET\",c,!0);a&&(e.setRequestHeader(\"X-Requested-With\",\"XMLHttpRequest\"),\n",
       "e.setRequestHeader(\"Content-type\",\"application/x-www-form-urlencoded\"));b&&(k.once(\"snap.ajax.\"+h+\".0\",b),k.once(\"snap.ajax.\"+h+\".200\",b),k.once(\"snap.ajax.\"+h+\".304\",b));e.onreadystatechange=function(){4==e.readyState&&k(\"snap.ajax.\"+h+\".\"+e.status,m,e)};if(4==e.readyState)return e;e.send(a);return e}};a.load=function(c,b,m){a.ajax(c,function(c){c=a.parse(c.responseText);m?b.call(m,c):b(c)})};a.getElementByPoint=function(c,a){var b,m,e=G.doc.elementFromPoint(c,a);if(G.win.opera&&\"svg\"==e.tagName){b=\n",
       "e;m=b.getBoundingClientRect();b=b.ownerDocument;var h=b.body,d=b.documentElement;b=m.top+(g.win.pageYOffset||d.scrollTop||h.scrollTop)-(d.clientTop||h.clientTop||0);m=m.left+(g.win.pageXOffset||d.scrollLeft||h.scrollLeft)-(d.clientLeft||h.clientLeft||0);h=e.createSVGRect();h.x=c-m;h.y=a-b;h.width=h.height=1;b=e.getIntersectionList(h,null);b.length&&(e=b[b.length-1])}return e?x(e):null};a.plugin=function(c){c(a,e,s,G,l)};return G.win.Snap=a}();C.plugin(function(a,k,y,M,A){function w(a,d,f,b,q,e){null==\n",
       "d&&\"[object SVGMatrix]\"==z.call(a)?(this.a=a.a,this.b=a.b,this.c=a.c,this.d=a.d,this.e=a.e,this.f=a.f):null!=a?(this.a=+a,this.b=+d,this.c=+f,this.d=+b,this.e=+q,this.f=+e):(this.a=1,this.c=this.b=0,this.d=1,this.f=this.e=0)}var z=Object.prototype.toString,d=String,f=Math;(function(n){function k(a){return a[0]*a[0]+a[1]*a[1]}function p(a){var d=f.sqrt(k(a));a[0]&&(a[0]/=d);a[1]&&(a[1]/=d)}n.add=function(a,d,e,f,n,p){var k=[[],[],[] ],u=[[this.a,this.c,this.e],[this.b,this.d,this.f],[0,0,1] ];d=[[a,\n",
       "e,n],[d,f,p],[0,0,1] ];a&&a instanceof w&&(d=[[a.a,a.c,a.e],[a.b,a.d,a.f],[0,0,1] ]);for(a=0;3>a;a++)for(e=0;3>e;e++){for(f=n=0;3>f;f++)n+=u[a][f]*d[f][e];k[a][e]=n}this.a=k[0][0];this.b=k[1][0];this.c=k[0][1];this.d=k[1][1];this.e=k[0][2];this.f=k[1][2];return this};n.invert=function(){var a=this.a*this.d-this.b*this.c;return new w(this.d/a,-this.b/a,-this.c/a,this.a/a,(this.c*this.f-this.d*this.e)/a,(this.b*this.e-this.a*this.f)/a)};n.clone=function(){return new w(this.a,this.b,this.c,this.d,this.e,\n",
       "this.f)};n.translate=function(a,d){return this.add(1,0,0,1,a,d)};n.scale=function(a,d,e,f){null==d&&(d=a);(e||f)&&this.add(1,0,0,1,e,f);this.add(a,0,0,d,0,0);(e||f)&&this.add(1,0,0,1,-e,-f);return this};n.rotate=function(b,d,e){b=a.rad(b);d=d||0;e=e||0;var l=+f.cos(b).toFixed(9);b=+f.sin(b).toFixed(9);this.add(l,b,-b,l,d,e);return this.add(1,0,0,1,-d,-e)};n.x=function(a,d){return a*this.a+d*this.c+this.e};n.y=function(a,d){return a*this.b+d*this.d+this.f};n.get=function(a){return+this[d.fromCharCode(97+\n",
       "a)].toFixed(4)};n.toString=function(){return\"matrix(\"+[this.get(0),this.get(1),this.get(2),this.get(3),this.get(4),this.get(5)].join()+\")\"};n.offset=function(){return[this.e.toFixed(4),this.f.toFixed(4)]};n.determinant=function(){return this.a*this.d-this.b*this.c};n.split=function(){var b={};b.dx=this.e;b.dy=this.f;var d=[[this.a,this.c],[this.b,this.d] ];b.scalex=f.sqrt(k(d[0]));p(d[0]);b.shear=d[0][0]*d[1][0]+d[0][1]*d[1][1];d[1]=[d[1][0]-d[0][0]*b.shear,d[1][1]-d[0][1]*b.shear];b.scaley=f.sqrt(k(d[1]));\n",
       "p(d[1]);b.shear/=b.scaley;0>this.determinant()&&(b.scalex=-b.scalex);var e=-d[0][1],d=d[1][1];0>d?(b.rotate=a.deg(f.acos(d)),0>e&&(b.rotate=360-b.rotate)):b.rotate=a.deg(f.asin(e));b.isSimple=!+b.shear.toFixed(9)&&(b.scalex.toFixed(9)==b.scaley.toFixed(9)||!b.rotate);b.isSuperSimple=!+b.shear.toFixed(9)&&b.scalex.toFixed(9)==b.scaley.toFixed(9)&&!b.rotate;b.noRotation=!+b.shear.toFixed(9)&&!b.rotate;return b};n.toTransformString=function(a){a=a||this.split();if(+a.shear.toFixed(9))return\"m\"+[this.get(0),\n",
       "this.get(1),this.get(2),this.get(3),this.get(4),this.get(5)];a.scalex=+a.scalex.toFixed(4);a.scaley=+a.scaley.toFixed(4);a.rotate=+a.rotate.toFixed(4);return(a.dx||a.dy?\"t\"+[+a.dx.toFixed(4),+a.dy.toFixed(4)]:\"\")+(1!=a.scalex||1!=a.scaley?\"s\"+[a.scalex,a.scaley,0,0]:\"\")+(a.rotate?\"r\"+[+a.rotate.toFixed(4),0,0]:\"\")}})(w.prototype);a.Matrix=w;a.matrix=function(a,d,f,b,k,e){return new w(a,d,f,b,k,e)}});C.plugin(function(a,v,y,M,A){function w(h){return function(d){k.stop();d instanceof A&&1==d.node.childNodes.length&&\n",
       "(\"radialGradient\"==d.node.firstChild.tagName||\"linearGradient\"==d.node.firstChild.tagName||\"pattern\"==d.node.firstChild.tagName)&&(d=d.node.firstChild,b(this).appendChild(d),d=u(d));if(d instanceof v)if(\"radialGradient\"==d.type||\"linearGradient\"==d.type||\"pattern\"==d.type){d.node.id||e(d.node,{id:d.id});var f=l(d.node.id)}else f=d.attr(h);else f=a.color(d),f.error?(f=a(b(this).ownerSVGElement).gradient(d))?(f.node.id||e(f.node,{id:f.id}),f=l(f.node.id)):f=d:f=r(f);d={};d[h]=f;e(this.node,d);this.node.style[h]=\n",
       "x}}function z(a){k.stop();a==+a&&(a+=\"px\");this.node.style.fontSize=a}function d(a){var b=[];a=a.childNodes;for(var e=0,f=a.length;e<f;e++){var l=a[e];3==l.nodeType&&b.push(l.nodeValue);\"tspan\"==l.tagName&&(1==l.childNodes.length&&3==l.firstChild.nodeType?b.push(l.firstChild.nodeValue):b.push(d(l)))}return b}function f(){k.stop();return this.node.style.fontSize}var n=a._.make,u=a._.wrap,p=a.is,b=a._.getSomeDefs,q=/^url\\(#?([^)]+)\\)$/,e=a._.$,l=a.url,r=String,s=a._.separator,x=\"\";k.on(\"snap.util.attr.mask\",\n",
       "function(a){if(a instanceof v||a instanceof A){k.stop();a instanceof A&&1==a.node.childNodes.length&&(a=a.node.firstChild,b(this).appendChild(a),a=u(a));if(\"mask\"==a.type)var d=a;else d=n(\"mask\",b(this)),d.node.appendChild(a.node);!d.node.id&&e(d.node,{id:d.id});e(this.node,{mask:l(d.id)})}});(function(a){k.on(\"snap.util.attr.clip\",a);k.on(\"snap.util.attr.clip-path\",a);k.on(\"snap.util.attr.clipPath\",a)})(function(a){if(a instanceof v||a instanceof A){k.stop();if(\"clipPath\"==a.type)var d=a;else d=\n",
       "n(\"clipPath\",b(this)),d.node.appendChild(a.node),!d.node.id&&e(d.node,{id:d.id});e(this.node,{\"clip-path\":l(d.id)})}});k.on(\"snap.util.attr.fill\",w(\"fill\"));k.on(\"snap.util.attr.stroke\",w(\"stroke\"));var G=/^([lr])(?:\\(([^)]*)\\))?(.*)$/i;k.on(\"snap.util.grad.parse\",function(a){a=r(a);var b=a.match(G);if(!b)return null;a=b[1];var e=b[2],b=b[3],e=e.split(/\\s*,\\s*/).map(function(a){return+a==a?+a:a});1==e.length&&0==e[0]&&(e=[]);b=b.split(\"-\");b=b.map(function(a){a=a.split(\":\");var b={color:a[0]};a[1]&&\n",
       "(b.offset=parseFloat(a[1]));return b});return{type:a,params:e,stops:b}});k.on(\"snap.util.attr.d\",function(b){k.stop();p(b,\"array\")&&p(b[0],\"array\")&&(b=a.path.toString.call(b));b=r(b);b.match(/[ruo]/i)&&(b=a.path.toAbsolute(b));e(this.node,{d:b})})(-1);k.on(\"snap.util.attr.#text\",function(a){k.stop();a=r(a);for(a=M.doc.createTextNode(a);this.node.firstChild;)this.node.removeChild(this.node.firstChild);this.node.appendChild(a)})(-1);k.on(\"snap.util.attr.path\",function(a){k.stop();this.attr({d:a})})(-1);\n",
       "k.on(\"snap.util.attr.class\",function(a){k.stop();this.node.className.baseVal=a})(-1);k.on(\"snap.util.attr.viewBox\",function(a){a=p(a,\"object\")&&\"x\"in a?[a.x,a.y,a.width,a.height].join(\" \"):p(a,\"array\")?a.join(\" \"):a;e(this.node,{viewBox:a});k.stop()})(-1);k.on(\"snap.util.attr.transform\",function(a){this.transform(a);k.stop()})(-1);k.on(\"snap.util.attr.r\",function(a){\"rect\"==this.type&&(k.stop(),e(this.node,{rx:a,ry:a}))})(-1);k.on(\"snap.util.attr.textpath\",function(a){k.stop();if(\"text\"==this.type){var d,\n",
       "f;if(!a&&this.textPath){for(a=this.textPath;a.node.firstChild;)this.node.appendChild(a.node.firstChild);a.remove();delete this.textPath}else if(p(a,\"string\")?(d=b(this),a=u(d.parentNode).path(a),d.appendChild(a.node),d=a.id,a.attr({id:d})):(a=u(a),a instanceof v&&(d=a.attr(\"id\"),d||(d=a.id,a.attr({id:d})))),d)if(a=this.textPath,f=this.node,a)a.attr({\"xlink:href\":\"#\"+d});else{for(a=e(\"textPath\",{\"xlink:href\":\"#\"+d});f.firstChild;)a.appendChild(f.firstChild);f.appendChild(a);this.textPath=u(a)}}})(-1);\n",
       "k.on(\"snap.util.attr.text\",function(a){if(\"text\"==this.type){for(var b=this.node,d=function(a){var b=e(\"tspan\");if(p(a,\"array\"))for(var f=0;f<a.length;f++)b.appendChild(d(a[f]));else b.appendChild(M.doc.createTextNode(a));b.normalize&&b.normalize();return b};b.firstChild;)b.removeChild(b.firstChild);for(a=d(a);a.firstChild;)b.appendChild(a.firstChild)}k.stop()})(-1);k.on(\"snap.util.attr.fontSize\",z)(-1);k.on(\"snap.util.attr.font-size\",z)(-1);k.on(\"snap.util.getattr.transform\",function(){k.stop();\n",
       "return this.transform()})(-1);k.on(\"snap.util.getattr.textpath\",function(){k.stop();return this.textPath})(-1);(function(){function b(d){return function(){k.stop();var b=M.doc.defaultView.getComputedStyle(this.node,null).getPropertyValue(\"marker-\"+d);return\"none\"==b?b:a(M.doc.getElementById(b.match(q)[1]))}}function d(a){return function(b){k.stop();var d=\"marker\"+a.charAt(0).toUpperCase()+a.substring(1);if(\"\"==b||!b)this.node.style[d]=\"none\";else if(\"marker\"==b.type){var f=b.node.id;f||e(b.node,{id:b.id});\n",
       "this.node.style[d]=l(f)}}}k.on(\"snap.util.getattr.marker-end\",b(\"end\"))(-1);k.on(\"snap.util.getattr.markerEnd\",b(\"end\"))(-1);k.on(\"snap.util.getattr.marker-start\",b(\"start\"))(-1);k.on(\"snap.util.getattr.markerStart\",b(\"start\"))(-1);k.on(\"snap.util.getattr.marker-mid\",b(\"mid\"))(-1);k.on(\"snap.util.getattr.markerMid\",b(\"mid\"))(-1);k.on(\"snap.util.attr.marker-end\",d(\"end\"))(-1);k.on(\"snap.util.attr.markerEnd\",d(\"end\"))(-1);k.on(\"snap.util.attr.marker-start\",d(\"start\"))(-1);k.on(\"snap.util.attr.markerStart\",\n",
       "d(\"start\"))(-1);k.on(\"snap.util.attr.marker-mid\",d(\"mid\"))(-1);k.on(\"snap.util.attr.markerMid\",d(\"mid\"))(-1)})();k.on(\"snap.util.getattr.r\",function(){if(\"rect\"==this.type&&e(this.node,\"rx\")==e(this.node,\"ry\"))return k.stop(),e(this.node,\"rx\")})(-1);k.on(\"snap.util.getattr.text\",function(){if(\"text\"==this.type||\"tspan\"==this.type){k.stop();var a=d(this.node);return 1==a.length?a[0]:a}})(-1);k.on(\"snap.util.getattr.#text\",function(){return this.node.textContent})(-1);k.on(\"snap.util.getattr.viewBox\",\n",
       "function(){k.stop();var b=e(this.node,\"viewBox\");if(b)return b=b.split(s),a._.box(+b[0],+b[1],+b[2],+b[3])})(-1);k.on(\"snap.util.getattr.points\",function(){var a=e(this.node,\"points\");k.stop();if(a)return a.split(s)})(-1);k.on(\"snap.util.getattr.path\",function(){var a=e(this.node,\"d\");k.stop();return a})(-1);k.on(\"snap.util.getattr.class\",function(){return this.node.className.baseVal})(-1);k.on(\"snap.util.getattr.fontSize\",f)(-1);k.on(\"snap.util.getattr.font-size\",f)(-1)});C.plugin(function(a,v,y,\n",
       "M,A){function w(a){return a}function z(a){return function(b){return+b.toFixed(3)+a}}var d={\"+\":function(a,b){return a+b},\"-\":function(a,b){return a-b},\"/\":function(a,b){return a/b},\"*\":function(a,b){return a*b}},f=String,n=/[a-z]+$/i,u=/^\\s*([+\\-\\/*])\\s*=\\s*([\\d.eE+\\-]+)\\s*([^\\d\\s]+)?\\s*$/;k.on(\"snap.util.attr\",function(a){if(a=f(a).match(u)){var b=k.nt(),b=b.substring(b.lastIndexOf(\".\")+1),q=this.attr(b),e={};k.stop();var l=a[3]||\"\",r=q.match(n),s=d[a[1] ];r&&r==l?a=s(parseFloat(q),+a[2]):(q=this.asPX(b),\n",
       "a=s(this.asPX(b),this.asPX(b,a[2]+l)));isNaN(q)||isNaN(a)||(e[b]=a,this.attr(e))}})(-10);k.on(\"snap.util.equal\",function(a,b){var q=f(this.attr(a)||\"\"),e=f(b).match(u);if(e){k.stop();var l=e[3]||\"\",r=q.match(n),s=d[e[1] ];if(r&&r==l)return{from:parseFloat(q),to:s(parseFloat(q),+e[2]),f:z(r)};q=this.asPX(a);return{from:q,to:s(q,this.asPX(a,e[2]+l)),f:w}}})(-10)});C.plugin(function(a,v,y,M,A){var w=y.prototype,z=a.is;w.rect=function(a,d,k,p,b,q){var e;null==q&&(q=b);z(a,\"object\")&&\"[object Object]\"==\n",
       "a?e=a:null!=a&&(e={x:a,y:d,width:k,height:p},null!=b&&(e.rx=b,e.ry=q));return this.el(\"rect\",e)};w.circle=function(a,d,k){var p;z(a,\"object\")&&\"[object Object]\"==a?p=a:null!=a&&(p={cx:a,cy:d,r:k});return this.el(\"circle\",p)};var d=function(){function a(){this.parentNode.removeChild(this)}return function(d,k){var p=M.doc.createElement(\"img\"),b=M.doc.body;p.style.cssText=\"position:absolute;left:-9999em;top:-9999em\";p.onload=function(){k.call(p);p.onload=p.onerror=null;b.removeChild(p)};p.onerror=a;\n",
       "b.appendChild(p);p.src=d}}();w.image=function(f,n,k,p,b){var q=this.el(\"image\");if(z(f,\"object\")&&\"src\"in f)q.attr(f);else if(null!=f){var e={\"xlink:href\":f,preserveAspectRatio:\"none\"};null!=n&&null!=k&&(e.x=n,e.y=k);null!=p&&null!=b?(e.width=p,e.height=b):d(f,function(){a._.$(q.node,{width:this.offsetWidth,height:this.offsetHeight})});a._.$(q.node,e)}return q};w.ellipse=function(a,d,k,p){var b;z(a,\"object\")&&\"[object Object]\"==a?b=a:null!=a&&(b={cx:a,cy:d,rx:k,ry:p});return this.el(\"ellipse\",b)};\n",
       "w.path=function(a){var d;z(a,\"object\")&&!z(a,\"array\")?d=a:a&&(d={d:a});return this.el(\"path\",d)};w.group=w.g=function(a){var d=this.el(\"g\");1==arguments.length&&a&&!a.type?d.attr(a):arguments.length&&d.add(Array.prototype.slice.call(arguments,0));return d};w.svg=function(a,d,k,p,b,q,e,l){var r={};z(a,\"object\")&&null==d?r=a:(null!=a&&(r.x=a),null!=d&&(r.y=d),null!=k&&(r.width=k),null!=p&&(r.height=p),null!=b&&null!=q&&null!=e&&null!=l&&(r.viewBox=[b,q,e,l]));return this.el(\"svg\",r)};w.mask=function(a){var d=\n",
       "this.el(\"mask\");1==arguments.length&&a&&!a.type?d.attr(a):arguments.length&&d.add(Array.prototype.slice.call(arguments,0));return d};w.ptrn=function(a,d,k,p,b,q,e,l){if(z(a,\"object\"))var r=a;else arguments.length?(r={},null!=a&&(r.x=a),null!=d&&(r.y=d),null!=k&&(r.width=k),null!=p&&(r.height=p),null!=b&&null!=q&&null!=e&&null!=l&&(r.viewBox=[b,q,e,l])):r={patternUnits:\"userSpaceOnUse\"};return this.el(\"pattern\",r)};w.use=function(a){return null!=a?(make(\"use\",this.node),a instanceof v&&(a.attr(\"id\")||\n",
       "a.attr({id:ID()}),a=a.attr(\"id\")),this.el(\"use\",{\"xlink:href\":a})):v.prototype.use.call(this)};w.text=function(a,d,k){var p={};z(a,\"object\")?p=a:null!=a&&(p={x:a,y:d,text:k||\"\"});return this.el(\"text\",p)};w.line=function(a,d,k,p){var b={};z(a,\"object\")?b=a:null!=a&&(b={x1:a,x2:k,y1:d,y2:p});return this.el(\"line\",b)};w.polyline=function(a){1<arguments.length&&(a=Array.prototype.slice.call(arguments,0));var d={};z(a,\"object\")&&!z(a,\"array\")?d=a:null!=a&&(d={points:a});return this.el(\"polyline\",d)};\n",
       "w.polygon=function(a){1<arguments.length&&(a=Array.prototype.slice.call(arguments,0));var d={};z(a,\"object\")&&!z(a,\"array\")?d=a:null!=a&&(d={points:a});return this.el(\"polygon\",d)};(function(){function d(){return this.selectAll(\"stop\")}function n(b,d){var f=e(\"stop\"),k={offset:+d+\"%\"};b=a.color(b);k[\"stop-color\"]=b.hex;1>b.opacity&&(k[\"stop-opacity\"]=b.opacity);e(f,k);this.node.appendChild(f);return this}function u(){if(\"linearGradient\"==this.type){var b=e(this.node,\"x1\")||0,d=e(this.node,\"x2\")||\n",
       "1,f=e(this.node,\"y1\")||0,k=e(this.node,\"y2\")||0;return a._.box(b,f,math.abs(d-b),math.abs(k-f))}b=this.node.r||0;return a._.box((this.node.cx||0.5)-b,(this.node.cy||0.5)-b,2*b,2*b)}function p(a,d){function f(a,b){for(var d=(b-u)/(a-w),e=w;e<a;e++)h[e].offset=+(+u+d*(e-w)).toFixed(2);w=a;u=b}var n=k(\"snap.util.grad.parse\",null,d).firstDefined(),p;if(!n)return null;n.params.unshift(a);p=\"l\"==n.type.toLowerCase()?b.apply(0,n.params):q.apply(0,n.params);n.type!=n.type.toLowerCase()&&e(p.node,{gradientUnits:\"userSpaceOnUse\"});\n",
       "var h=n.stops,n=h.length,u=0,w=0;n--;for(var v=0;v<n;v++)\"offset\"in h[v]&&f(v,h[v].offset);h[n].offset=h[n].offset||100;f(n,h[n].offset);for(v=0;v<=n;v++){var y=h[v];p.addStop(y.color,y.offset)}return p}function b(b,k,p,q,w){b=a._.make(\"linearGradient\",b);b.stops=d;b.addStop=n;b.getBBox=u;null!=k&&e(b.node,{x1:k,y1:p,x2:q,y2:w});return b}function q(b,k,p,q,w,h){b=a._.make(\"radialGradient\",b);b.stops=d;b.addStop=n;b.getBBox=u;null!=k&&e(b.node,{cx:k,cy:p,r:q});null!=w&&null!=h&&e(b.node,{fx:w,fy:h});\n",
       "return b}var e=a._.$;w.gradient=function(a){return p(this.defs,a)};w.gradientLinear=function(a,d,e,f){return b(this.defs,a,d,e,f)};w.gradientRadial=function(a,b,d,e,f){return q(this.defs,a,b,d,e,f)};w.toString=function(){var b=this.node.ownerDocument,d=b.createDocumentFragment(),b=b.createElement(\"div\"),e=this.node.cloneNode(!0);d.appendChild(b);b.appendChild(e);a._.$(e,{xmlns:\"http://www.w3.org/2000/svg\"});b=b.innerHTML;d.removeChild(d.firstChild);return b};w.clear=function(){for(var a=this.node.firstChild,\n",
       "b;a;)b=a.nextSibling,\"defs\"!=a.tagName?a.parentNode.removeChild(a):w.clear.call({node:a}),a=b}})()});C.plugin(function(a,k,y,M){function A(a){var b=A.ps=A.ps||{};b[a]?b[a].sleep=100:b[a]={sleep:100};setTimeout(function(){for(var d in b)b[L](d)&&d!=a&&(b[d].sleep--,!b[d].sleep&&delete b[d])});return b[a]}function w(a,b,d,e){null==a&&(a=b=d=e=0);null==b&&(b=a.y,d=a.width,e=a.height,a=a.x);return{x:a,y:b,width:d,w:d,height:e,h:e,x2:a+d,y2:b+e,cx:a+d/2,cy:b+e/2,r1:F.min(d,e)/2,r2:F.max(d,e)/2,r0:F.sqrt(d*\n",
       "d+e*e)/2,path:s(a,b,d,e),vb:[a,b,d,e].join(\" \")}}function z(){return this.join(\",\").replace(N,\"$1\")}function d(a){a=C(a);a.toString=z;return a}function f(a,b,d,h,f,k,l,n,p){if(null==p)return e(a,b,d,h,f,k,l,n);if(0>p||e(a,b,d,h,f,k,l,n)<p)p=void 0;else{var q=0.5,O=1-q,s;for(s=e(a,b,d,h,f,k,l,n,O);0.01<Z(s-p);)q/=2,O+=(s<p?1:-1)*q,s=e(a,b,d,h,f,k,l,n,O);p=O}return u(a,b,d,h,f,k,l,n,p)}function n(b,d){function e(a){return+(+a).toFixed(3)}return a._.cacher(function(a,h,l){a instanceof k&&(a=a.attr(\"d\"));\n",
       "a=I(a);for(var n,p,D,q,O=\"\",s={},c=0,t=0,r=a.length;t<r;t++){D=a[t];if(\"M\"==D[0])n=+D[1],p=+D[2];else{q=f(n,p,D[1],D[2],D[3],D[4],D[5],D[6]);if(c+q>h){if(d&&!s.start){n=f(n,p,D[1],D[2],D[3],D[4],D[5],D[6],h-c);O+=[\"C\"+e(n.start.x),e(n.start.y),e(n.m.x),e(n.m.y),e(n.x),e(n.y)];if(l)return O;s.start=O;O=[\"M\"+e(n.x),e(n.y)+\"C\"+e(n.n.x),e(n.n.y),e(n.end.x),e(n.end.y),e(D[5]),e(D[6])].join();c+=q;n=+D[5];p=+D[6];continue}if(!b&&!d)return n=f(n,p,D[1],D[2],D[3],D[4],D[5],D[6],h-c)}c+=q;n=+D[5];p=+D[6]}O+=\n",
       "D.shift()+D}s.end=O;return n=b?c:d?s:u(n,p,D[0],D[1],D[2],D[3],D[4],D[5],1)},null,a._.clone)}function u(a,b,d,e,h,f,k,l,n){var p=1-n,q=ma(p,3),s=ma(p,2),c=n*n,t=c*n,r=q*a+3*s*n*d+3*p*n*n*h+t*k,q=q*b+3*s*n*e+3*p*n*n*f+t*l,s=a+2*n*(d-a)+c*(h-2*d+a),t=b+2*n*(e-b)+c*(f-2*e+b),x=d+2*n*(h-d)+c*(k-2*h+d),c=e+2*n*(f-e)+c*(l-2*f+e);a=p*a+n*d;b=p*b+n*e;h=p*h+n*k;f=p*f+n*l;l=90-180*F.atan2(s-x,t-c)/S;return{x:r,y:q,m:{x:s,y:t},n:{x:x,y:c},start:{x:a,y:b},end:{x:h,y:f},alpha:l}}function p(b,d,e,h,f,n,k,l){a.is(b,\n",
       "\"array\")||(b=[b,d,e,h,f,n,k,l]);b=U.apply(null,b);return w(b.min.x,b.min.y,b.max.x-b.min.x,b.max.y-b.min.y)}function b(a,b,d){return b>=a.x&&b<=a.x+a.width&&d>=a.y&&d<=a.y+a.height}function q(a,d){a=w(a);d=w(d);return b(d,a.x,a.y)||b(d,a.x2,a.y)||b(d,a.x,a.y2)||b(d,a.x2,a.y2)||b(a,d.x,d.y)||b(a,d.x2,d.y)||b(a,d.x,d.y2)||b(a,d.x2,d.y2)||(a.x<d.x2&&a.x>d.x||d.x<a.x2&&d.x>a.x)&&(a.y<d.y2&&a.y>d.y||d.y<a.y2&&d.y>a.y)}function e(a,b,d,e,h,f,n,k,l){null==l&&(l=1);l=(1<l?1:0>l?0:l)/2;for(var p=[-0.1252,\n",
       "0.1252,-0.3678,0.3678,-0.5873,0.5873,-0.7699,0.7699,-0.9041,0.9041,-0.9816,0.9816],q=[0.2491,0.2491,0.2335,0.2335,0.2032,0.2032,0.1601,0.1601,0.1069,0.1069,0.0472,0.0472],s=0,c=0;12>c;c++)var t=l*p[c]+l,r=t*(t*(-3*a+9*d-9*h+3*n)+6*a-12*d+6*h)-3*a+3*d,t=t*(t*(-3*b+9*e-9*f+3*k)+6*b-12*e+6*f)-3*b+3*e,s=s+q[c]*F.sqrt(r*r+t*t);return l*s}function l(a,b,d){a=I(a);b=I(b);for(var h,f,l,n,k,s,r,O,x,c,t=d?0:[],w=0,v=a.length;w<v;w++)if(x=a[w],\"M\"==x[0])h=k=x[1],f=s=x[2];else{\"C\"==x[0]?(x=[h,f].concat(x.slice(1)),\n",
       "h=x[6],f=x[7]):(x=[h,f,h,f,k,s,k,s],h=k,f=s);for(var G=0,y=b.length;G<y;G++)if(c=b[G],\"M\"==c[0])l=r=c[1],n=O=c[2];else{\"C\"==c[0]?(c=[l,n].concat(c.slice(1)),l=c[6],n=c[7]):(c=[l,n,l,n,r,O,r,O],l=r,n=O);var z;var K=x,B=c;z=d;var H=p(K),J=p(B);if(q(H,J)){for(var H=e.apply(0,K),J=e.apply(0,B),H=~~(H/8),J=~~(J/8),U=[],A=[],F={},M=z?0:[],P=0;P<H+1;P++){var C=u.apply(0,K.concat(P/H));U.push({x:C.x,y:C.y,t:P/H})}for(P=0;P<J+1;P++)C=u.apply(0,B.concat(P/J)),A.push({x:C.x,y:C.y,t:P/J});for(P=0;P<H;P++)for(K=\n",
       "0;K<J;K++){var Q=U[P],L=U[P+1],B=A[K],C=A[K+1],N=0.001>Z(L.x-Q.x)?\"y\":\"x\",S=0.001>Z(C.x-B.x)?\"y\":\"x\",R;R=Q.x;var Y=Q.y,V=L.x,ea=L.y,fa=B.x,ga=B.y,ha=C.x,ia=C.y;if(W(R,V)<X(fa,ha)||X(R,V)>W(fa,ha)||W(Y,ea)<X(ga,ia)||X(Y,ea)>W(ga,ia))R=void 0;else{var $=(R*ea-Y*V)*(fa-ha)-(R-V)*(fa*ia-ga*ha),aa=(R*ea-Y*V)*(ga-ia)-(Y-ea)*(fa*ia-ga*ha),ja=(R-V)*(ga-ia)-(Y-ea)*(fa-ha);if(ja){var $=$/ja,aa=aa/ja,ja=+$.toFixed(2),ba=+aa.toFixed(2);R=ja<+X(R,V).toFixed(2)||ja>+W(R,V).toFixed(2)||ja<+X(fa,ha).toFixed(2)||\n",
       "ja>+W(fa,ha).toFixed(2)||ba<+X(Y,ea).toFixed(2)||ba>+W(Y,ea).toFixed(2)||ba<+X(ga,ia).toFixed(2)||ba>+W(ga,ia).toFixed(2)?void 0:{x:$,y:aa}}else R=void 0}R&&F[R.x.toFixed(4)]!=R.y.toFixed(4)&&(F[R.x.toFixed(4)]=R.y.toFixed(4),Q=Q.t+Z((R[N]-Q[N])/(L[N]-Q[N]))*(L.t-Q.t),B=B.t+Z((R[S]-B[S])/(C[S]-B[S]))*(C.t-B.t),0<=Q&&1>=Q&&0<=B&&1>=B&&(z?M++:M.push({x:R.x,y:R.y,t1:Q,t2:B})))}z=M}else z=z?0:[];if(d)t+=z;else{H=0;for(J=z.length;H<J;H++)z[H].segment1=w,z[H].segment2=G,z[H].bez1=x,z[H].bez2=c;t=t.concat(z)}}}return t}\n",
       "function r(a){var b=A(a);if(b.bbox)return C(b.bbox);if(!a)return w();a=I(a);for(var d=0,e=0,h=[],f=[],l,n=0,k=a.length;n<k;n++)l=a[n],\"M\"==l[0]?(d=l[1],e=l[2],h.push(d),f.push(e)):(d=U(d,e,l[1],l[2],l[3],l[4],l[5],l[6]),h=h.concat(d.min.x,d.max.x),f=f.concat(d.min.y,d.max.y),d=l[5],e=l[6]);a=X.apply(0,h);l=X.apply(0,f);h=W.apply(0,h);f=W.apply(0,f);f=w(a,l,h-a,f-l);b.bbox=C(f);return f}function s(a,b,d,e,h){if(h)return[[\"M\",+a+ +h,b],[\"l\",d-2*h,0],[\"a\",h,h,0,0,1,h,h],[\"l\",0,e-2*h],[\"a\",h,h,0,0,1,\n",
       "-h,h],[\"l\",2*h-d,0],[\"a\",h,h,0,0,1,-h,-h],[\"l\",0,2*h-e],[\"a\",h,h,0,0,1,h,-h],[\"z\"] ];a=[[\"M\",a,b],[\"l\",d,0],[\"l\",0,e],[\"l\",-d,0],[\"z\"] ];a.toString=z;return a}function x(a,b,d,e,h){null==h&&null==e&&(e=d);a=+a;b=+b;d=+d;e=+e;if(null!=h){var f=Math.PI/180,l=a+d*Math.cos(-e*f);a+=d*Math.cos(-h*f);var n=b+d*Math.sin(-e*f);b+=d*Math.sin(-h*f);d=[[\"M\",l,n],[\"A\",d,d,0,+(180<h-e),0,a,b] ]}else d=[[\"M\",a,b],[\"m\",0,-e],[\"a\",d,e,0,1,1,0,2*e],[\"a\",d,e,0,1,1,0,-2*e],[\"z\"] ];d.toString=z;return d}function G(b){var e=\n",
       "A(b);if(e.abs)return d(e.abs);Q(b,\"array\")&&Q(b&&b[0],\"array\")||(b=a.parsePathString(b));if(!b||!b.length)return[[\"M\",0,0] ];var h=[],f=0,l=0,n=0,k=0,p=0;\"M\"==b[0][0]&&(f=+b[0][1],l=+b[0][2],n=f,k=l,p++,h[0]=[\"M\",f,l]);for(var q=3==b.length&&\"M\"==b[0][0]&&\"R\"==b[1][0].toUpperCase()&&\"Z\"==b[2][0].toUpperCase(),s,r,w=p,c=b.length;w<c;w++){h.push(s=[]);r=b[w];p=r[0];if(p!=p.toUpperCase())switch(s[0]=p.toUpperCase(),s[0]){case \"A\":s[1]=r[1];s[2]=r[2];s[3]=r[3];s[4]=r[4];s[5]=r[5];s[6]=+r[6]+f;s[7]=+r[7]+\n",
       "l;break;case \"V\":s[1]=+r[1]+l;break;case \"H\":s[1]=+r[1]+f;break;case \"R\":for(var t=[f,l].concat(r.slice(1)),u=2,v=t.length;u<v;u++)t[u]=+t[u]+f,t[++u]=+t[u]+l;h.pop();h=h.concat(P(t,q));break;case \"O\":h.pop();t=x(f,l,r[1],r[2]);t.push(t[0]);h=h.concat(t);break;case \"U\":h.pop();h=h.concat(x(f,l,r[1],r[2],r[3]));s=[\"U\"].concat(h[h.length-1].slice(-2));break;case \"M\":n=+r[1]+f,k=+r[2]+l;default:for(u=1,v=r.length;u<v;u++)s[u]=+r[u]+(u%2?f:l)}else if(\"R\"==p)t=[f,l].concat(r.slice(1)),h.pop(),h=h.concat(P(t,\n",
       "q)),s=[\"R\"].concat(r.slice(-2));else if(\"O\"==p)h.pop(),t=x(f,l,r[1],r[2]),t.push(t[0]),h=h.concat(t);else if(\"U\"==p)h.pop(),h=h.concat(x(f,l,r[1],r[2],r[3])),s=[\"U\"].concat(h[h.length-1].slice(-2));else for(t=0,u=r.length;t<u;t++)s[t]=r[t];p=p.toUpperCase();if(\"O\"!=p)switch(s[0]){case \"Z\":f=+n;l=+k;break;case \"H\":f=s[1];break;case \"V\":l=s[1];break;case \"M\":n=s[s.length-2],k=s[s.length-1];default:f=s[s.length-2],l=s[s.length-1]}}h.toString=z;e.abs=d(h);return h}function h(a,b,d,e){return[a,b,d,e,d,\n",
       "e]}function J(a,b,d,e,h,f){var l=1/3,n=2/3;return[l*a+n*d,l*b+n*e,l*h+n*d,l*f+n*e,h,f]}function K(b,d,e,h,f,l,n,k,p,s){var r=120*S/180,q=S/180*(+f||0),c=[],t,x=a._.cacher(function(a,b,c){var d=a*F.cos(c)-b*F.sin(c);a=a*F.sin(c)+b*F.cos(c);return{x:d,y:a}});if(s)v=s[0],t=s[1],l=s[2],u=s[3];else{t=x(b,d,-q);b=t.x;d=t.y;t=x(k,p,-q);k=t.x;p=t.y;F.cos(S/180*f);F.sin(S/180*f);t=(b-k)/2;v=(d-p)/2;u=t*t/(e*e)+v*v/(h*h);1<u&&(u=F.sqrt(u),e*=u,h*=u);var u=e*e,w=h*h,u=(l==n?-1:1)*F.sqrt(Z((u*w-u*v*v-w*t*t)/\n",
       "(u*v*v+w*t*t)));l=u*e*v/h+(b+k)/2;var u=u*-h*t/e+(d+p)/2,v=F.asin(((d-u)/h).toFixed(9));t=F.asin(((p-u)/h).toFixed(9));v=b<l?S-v:v;t=k<l?S-t:t;0>v&&(v=2*S+v);0>t&&(t=2*S+t);n&&v>t&&(v-=2*S);!n&&t>v&&(t-=2*S)}if(Z(t-v)>r){var c=t,w=k,G=p;t=v+r*(n&&t>v?1:-1);k=l+e*F.cos(t);p=u+h*F.sin(t);c=K(k,p,e,h,f,0,n,w,G,[t,c,l,u])}l=t-v;f=F.cos(v);r=F.sin(v);n=F.cos(t);t=F.sin(t);l=F.tan(l/4);e=4/3*e*l;l*=4/3*h;h=[b,d];b=[b+e*r,d-l*f];d=[k+e*t,p-l*n];k=[k,p];b[0]=2*h[0]-b[0];b[1]=2*h[1]-b[1];if(s)return[b,d,k].concat(c);\n",
       "c=[b,d,k].concat(c).join().split(\",\");s=[];k=0;for(p=c.length;k<p;k++)s[k]=k%2?x(c[k-1],c[k],q).y:x(c[k],c[k+1],q).x;return s}function U(a,b,d,e,h,f,l,k){for(var n=[],p=[[],[] ],s,r,c,t,q=0;2>q;++q)0==q?(r=6*a-12*d+6*h,s=-3*a+9*d-9*h+3*l,c=3*d-3*a):(r=6*b-12*e+6*f,s=-3*b+9*e-9*f+3*k,c=3*e-3*b),1E-12>Z(s)?1E-12>Z(r)||(s=-c/r,0<s&&1>s&&n.push(s)):(t=r*r-4*c*s,c=F.sqrt(t),0>t||(t=(-r+c)/(2*s),0<t&&1>t&&n.push(t),s=(-r-c)/(2*s),0<s&&1>s&&n.push(s)));for(r=q=n.length;q--;)s=n[q],c=1-s,p[0][q]=c*c*c*a+3*\n",
       "c*c*s*d+3*c*s*s*h+s*s*s*l,p[1][q]=c*c*c*b+3*c*c*s*e+3*c*s*s*f+s*s*s*k;p[0][r]=a;p[1][r]=b;p[0][r+1]=l;p[1][r+1]=k;p[0].length=p[1].length=r+2;return{min:{x:X.apply(0,p[0]),y:X.apply(0,p[1])},max:{x:W.apply(0,p[0]),y:W.apply(0,p[1])}}}function I(a,b){var e=!b&&A(a);if(!b&&e.curve)return d(e.curve);var f=G(a),l=b&&G(b),n={x:0,y:0,bx:0,by:0,X:0,Y:0,qx:null,qy:null},k={x:0,y:0,bx:0,by:0,X:0,Y:0,qx:null,qy:null},p=function(a,b,c){if(!a)return[\"C\",b.x,b.y,b.x,b.y,b.x,b.y];a[0]in{T:1,Q:1}||(b.qx=b.qy=null);\n",
       "switch(a[0]){case \"M\":b.X=a[1];b.Y=a[2];break;case \"A\":a=[\"C\"].concat(K.apply(0,[b.x,b.y].concat(a.slice(1))));break;case \"S\":\"C\"==c||\"S\"==c?(c=2*b.x-b.bx,b=2*b.y-b.by):(c=b.x,b=b.y);a=[\"C\",c,b].concat(a.slice(1));break;case \"T\":\"Q\"==c||\"T\"==c?(b.qx=2*b.x-b.qx,b.qy=2*b.y-b.qy):(b.qx=b.x,b.qy=b.y);a=[\"C\"].concat(J(b.x,b.y,b.qx,b.qy,a[1],a[2]));break;case \"Q\":b.qx=a[1];b.qy=a[2];a=[\"C\"].concat(J(b.x,b.y,a[1],a[2],a[3],a[4]));break;case \"L\":a=[\"C\"].concat(h(b.x,b.y,a[1],a[2]));break;case \"H\":a=[\"C\"].concat(h(b.x,\n",
       "b.y,a[1],b.y));break;case \"V\":a=[\"C\"].concat(h(b.x,b.y,b.x,a[1]));break;case \"Z\":a=[\"C\"].concat(h(b.x,b.y,b.X,b.Y))}return a},s=function(a,b){if(7<a[b].length){a[b].shift();for(var c=a[b];c.length;)q[b]=\"A\",l&&(u[b]=\"A\"),a.splice(b++,0,[\"C\"].concat(c.splice(0,6)));a.splice(b,1);v=W(f.length,l&&l.length||0)}},r=function(a,b,c,d,e){a&&b&&\"M\"==a[e][0]&&\"M\"!=b[e][0]&&(b.splice(e,0,[\"M\",d.x,d.y]),c.bx=0,c.by=0,c.x=a[e][1],c.y=a[e][2],v=W(f.length,l&&l.length||0))},q=[],u=[],c=\"\",t=\"\",x=0,v=W(f.length,\n",
       "l&&l.length||0);for(;x<v;x++){f[x]&&(c=f[x][0]);\"C\"!=c&&(q[x]=c,x&&(t=q[x-1]));f[x]=p(f[x],n,t);\"A\"!=q[x]&&\"C\"==c&&(q[x]=\"C\");s(f,x);l&&(l[x]&&(c=l[x][0]),\"C\"!=c&&(u[x]=c,x&&(t=u[x-1])),l[x]=p(l[x],k,t),\"A\"!=u[x]&&\"C\"==c&&(u[x]=\"C\"),s(l,x));r(f,l,n,k,x);r(l,f,k,n,x);var w=f[x],z=l&&l[x],y=w.length,U=l&&z.length;n.x=w[y-2];n.y=w[y-1];n.bx=$(w[y-4])||n.x;n.by=$(w[y-3])||n.y;k.bx=l&&($(z[U-4])||k.x);k.by=l&&($(z[U-3])||k.y);k.x=l&&z[U-2];k.y=l&&z[U-1]}l||(e.curve=d(f));return l?[f,l]:f}function P(a,\n",
       "b){for(var d=[],e=0,h=a.length;h-2*!b>e;e+=2){var f=[{x:+a[e-2],y:+a[e-1]},{x:+a[e],y:+a[e+1]},{x:+a[e+2],y:+a[e+3]},{x:+a[e+4],y:+a[e+5]}];b?e?h-4==e?f[3]={x:+a[0],y:+a[1]}:h-2==e&&(f[2]={x:+a[0],y:+a[1]},f[3]={x:+a[2],y:+a[3]}):f[0]={x:+a[h-2],y:+a[h-1]}:h-4==e?f[3]=f[2]:e||(f[0]={x:+a[e],y:+a[e+1]});d.push([\"C\",(-f[0].x+6*f[1].x+f[2].x)/6,(-f[0].y+6*f[1].y+f[2].y)/6,(f[1].x+6*f[2].x-f[3].x)/6,(f[1].y+6*f[2].y-f[3].y)/6,f[2].x,f[2].y])}return d}y=k.prototype;var Q=a.is,C=a._.clone,L=\"hasOwnProperty\",\n",
       "N=/,?([a-z]),?/gi,$=parseFloat,F=Math,S=F.PI,X=F.min,W=F.max,ma=F.pow,Z=F.abs;M=n(1);var na=n(),ba=n(0,1),V=a._unit2px;a.path=A;a.path.getTotalLength=M;a.path.getPointAtLength=na;a.path.getSubpath=function(a,b,d){if(1E-6>this.getTotalLength(a)-d)return ba(a,b).end;a=ba(a,d,1);return b?ba(a,b).end:a};y.getTotalLength=function(){if(this.node.getTotalLength)return this.node.getTotalLength()};y.getPointAtLength=function(a){return na(this.attr(\"d\"),a)};y.getSubpath=function(b,d){return a.path.getSubpath(this.attr(\"d\"),\n",
       "b,d)};a._.box=w;a.path.findDotsAtSegment=u;a.path.bezierBBox=p;a.path.isPointInsideBBox=b;a.path.isBBoxIntersect=q;a.path.intersection=function(a,b){return l(a,b)};a.path.intersectionNumber=function(a,b){return l(a,b,1)};a.path.isPointInside=function(a,d,e){var h=r(a);return b(h,d,e)&&1==l(a,[[\"M\",d,e],[\"H\",h.x2+10] ],1)%2};a.path.getBBox=r;a.path.get={path:function(a){return a.attr(\"path\")},circle:function(a){a=V(a);return x(a.cx,a.cy,a.r)},ellipse:function(a){a=V(a);return x(a.cx||0,a.cy||0,a.rx,\n",
       "a.ry)},rect:function(a){a=V(a);return s(a.x||0,a.y||0,a.width,a.height,a.rx,a.ry)},image:function(a){a=V(a);return s(a.x||0,a.y||0,a.width,a.height)},line:function(a){return\"M\"+[a.attr(\"x1\")||0,a.attr(\"y1\")||0,a.attr(\"x2\"),a.attr(\"y2\")]},polyline:function(a){return\"M\"+a.attr(\"points\")},polygon:function(a){return\"M\"+a.attr(\"points\")+\"z\"},deflt:function(a){a=a.node.getBBox();return s(a.x,a.y,a.width,a.height)}};a.path.toRelative=function(b){var e=A(b),h=String.prototype.toLowerCase;if(e.rel)return d(e.rel);\n",
       "a.is(b,\"array\")&&a.is(b&&b[0],\"array\")||(b=a.parsePathString(b));var f=[],l=0,n=0,k=0,p=0,s=0;\"M\"==b[0][0]&&(l=b[0][1],n=b[0][2],k=l,p=n,s++,f.push([\"M\",l,n]));for(var r=b.length;s<r;s++){var q=f[s]=[],x=b[s];if(x[0]!=h.call(x[0]))switch(q[0]=h.call(x[0]),q[0]){case \"a\":q[1]=x[1];q[2]=x[2];q[3]=x[3];q[4]=x[4];q[5]=x[5];q[6]=+(x[6]-l).toFixed(3);q[7]=+(x[7]-n).toFixed(3);break;case \"v\":q[1]=+(x[1]-n).toFixed(3);break;case \"m\":k=x[1],p=x[2];default:for(var c=1,t=x.length;c<t;c++)q[c]=+(x[c]-(c%2?l:\n",
       "n)).toFixed(3)}else for(f[s]=[],\"m\"==x[0]&&(k=x[1]+l,p=x[2]+n),q=0,c=x.length;q<c;q++)f[s][q]=x[q];x=f[s].length;switch(f[s][0]){case \"z\":l=k;n=p;break;case \"h\":l+=+f[s][x-1];break;case \"v\":n+=+f[s][x-1];break;default:l+=+f[s][x-2],n+=+f[s][x-1]}}f.toString=z;e.rel=d(f);return f};a.path.toAbsolute=G;a.path.toCubic=I;a.path.map=function(a,b){if(!b)return a;var d,e,h,f,l,n,k;a=I(a);h=0;for(l=a.length;h<l;h++)for(k=a[h],f=1,n=k.length;f<n;f+=2)d=b.x(k[f],k[f+1]),e=b.y(k[f],k[f+1]),k[f]=d,k[f+1]=e;return a};\n",
       "a.path.toString=z;a.path.clone=d});C.plugin(function(a,v,y,C){var A=Math.max,w=Math.min,z=function(a){this.items=[];this.bindings={};this.length=0;this.type=\"set\";if(a)for(var f=0,n=a.length;f<n;f++)a[f]&&(this[this.items.length]=this.items[this.items.length]=a[f],this.length++)};v=z.prototype;v.push=function(){for(var a,f,n=0,k=arguments.length;n<k;n++)if(a=arguments[n])f=this.items.length,this[f]=this.items[f]=a,this.length++;return this};v.pop=function(){this.length&&delete this[this.length--];\n",
       "return this.items.pop()};v.forEach=function(a,f){for(var n=0,k=this.items.length;n<k&&!1!==a.call(f,this.items[n],n);n++);return this};v.animate=function(d,f,n,u){\"function\"!=typeof n||n.length||(u=n,n=L.linear);d instanceof a._.Animation&&(u=d.callback,n=d.easing,f=n.dur,d=d.attr);var p=arguments;if(a.is(d,\"array\")&&a.is(p[p.length-1],\"array\"))var b=!0;var q,e=function(){q?this.b=q:q=this.b},l=0,r=u&&function(){l++==this.length&&u.call(this)};return this.forEach(function(a,l){k.once(\"snap.animcreated.\"+\n",
       "a.id,e);b?p[l]&&a.animate.apply(a,p[l]):a.animate(d,f,n,r)})};v.remove=function(){for(;this.length;)this.pop().remove();return this};v.bind=function(a,f,k){var u={};if(\"function\"==typeof f)this.bindings[a]=f;else{var p=k||a;this.bindings[a]=function(a){u[p]=a;f.attr(u)}}return this};v.attr=function(a){var f={},k;for(k in a)if(this.bindings[k])this.bindings[k](a[k]);else f[k]=a[k];a=0;for(k=this.items.length;a<k;a++)this.items[a].attr(f);return this};v.clear=function(){for(;this.length;)this.pop()};\n",
       "v.splice=function(a,f,k){a=0>a?A(this.length+a,0):a;f=A(0,w(this.length-a,f));var u=[],p=[],b=[],q;for(q=2;q<arguments.length;q++)b.push(arguments[q]);for(q=0;q<f;q++)p.push(this[a+q]);for(;q<this.length-a;q++)u.push(this[a+q]);var e=b.length;for(q=0;q<e+u.length;q++)this.items[a+q]=this[a+q]=q<e?b[q]:u[q-e];for(q=this.items.length=this.length-=f-e;this[q];)delete this[q++];return new z(p)};v.exclude=function(a){for(var f=0,k=this.length;f<k;f++)if(this[f]==a)return this.splice(f,1),!0;return!1};\n",
       "v.insertAfter=function(a){for(var f=this.items.length;f--;)this.items[f].insertAfter(a);return this};v.getBBox=function(){for(var a=[],f=[],k=[],u=[],p=this.items.length;p--;)if(!this.items[p].removed){var b=this.items[p].getBBox();a.push(b.x);f.push(b.y);k.push(b.x+b.width);u.push(b.y+b.height)}a=w.apply(0,a);f=w.apply(0,f);k=A.apply(0,k);u=A.apply(0,u);return{x:a,y:f,x2:k,y2:u,width:k-a,height:u-f,cx:a+(k-a)/2,cy:f+(u-f)/2}};v.clone=function(a){a=new z;for(var f=0,k=this.items.length;f<k;f++)a.push(this.items[f].clone());\n",
       "return a};v.toString=function(){return\"Snap\\u2018s set\"};v.type=\"set\";a.set=function(){var a=new z;arguments.length&&a.push.apply(a,Array.prototype.slice.call(arguments,0));return a}});C.plugin(function(a,v,y,C){function A(a){var b=a[0];switch(b.toLowerCase()){case \"t\":return[b,0,0];case \"m\":return[b,1,0,0,1,0,0];case \"r\":return 4==a.length?[b,0,a[2],a[3] ]:[b,0];case \"s\":return 5==a.length?[b,1,1,a[3],a[4] ]:3==a.length?[b,1,1]:[b,1]}}function w(b,d,f){d=q(d).replace(/\\.{3}|\\u2026/g,b);b=a.parseTransformString(b)||\n",
       "[];d=a.parseTransformString(d)||[];for(var k=Math.max(b.length,d.length),p=[],v=[],h=0,w,z,y,I;h<k;h++){y=b[h]||A(d[h]);I=d[h]||A(y);if(y[0]!=I[0]||\"r\"==y[0].toLowerCase()&&(y[2]!=I[2]||y[3]!=I[3])||\"s\"==y[0].toLowerCase()&&(y[3]!=I[3]||y[4]!=I[4])){b=a._.transform2matrix(b,f());d=a._.transform2matrix(d,f());p=[[\"m\",b.a,b.b,b.c,b.d,b.e,b.f] ];v=[[\"m\",d.a,d.b,d.c,d.d,d.e,d.f] ];break}p[h]=[];v[h]=[];w=0;for(z=Math.max(y.length,I.length);w<z;w++)w in y&&(p[h][w]=y[w]),w in I&&(v[h][w]=I[w])}return{from:u(p),\n",
       "to:u(v),f:n(p)}}function z(a){return a}function d(a){return function(b){return+b.toFixed(3)+a}}function f(b){return a.rgb(b[0],b[1],b[2])}function n(a){var b=0,d,f,k,n,h,p,q=[];d=0;for(f=a.length;d<f;d++){h=\"[\";p=['\"'+a[d][0]+'\"'];k=1;for(n=a[d].length;k<n;k++)p[k]=\"val[\"+b++ +\"]\";h+=p+\"]\";q[d]=h}return Function(\"val\",\"return Snap.path.toString.call([\"+q+\"])\")}function u(a){for(var b=[],d=0,f=a.length;d<f;d++)for(var k=1,n=a[d].length;k<n;k++)b.push(a[d][k]);return b}var p={},b=/[a-z]+$/i,q=String;\n",
       "p.stroke=p.fill=\"colour\";v.prototype.equal=function(a,b){return k(\"snap.util.equal\",this,a,b).firstDefined()};k.on(\"snap.util.equal\",function(e,k){var r,s;r=q(this.attr(e)||\"\");var x=this;if(r==+r&&k==+k)return{from:+r,to:+k,f:z};if(\"colour\"==p[e])return r=a.color(r),s=a.color(k),{from:[r.r,r.g,r.b,r.opacity],to:[s.r,s.g,s.b,s.opacity],f:f};if(\"transform\"==e||\"gradientTransform\"==e||\"patternTransform\"==e)return k instanceof a.Matrix&&(k=k.toTransformString()),a._.rgTransform.test(k)||(k=a._.svgTransform2string(k)),\n",
       "w(r,k,function(){return x.getBBox(1)});if(\"d\"==e||\"path\"==e)return r=a.path.toCubic(r,k),{from:u(r[0]),to:u(r[1]),f:n(r[0])};if(\"points\"==e)return r=q(r).split(a._.separator),s=q(k).split(a._.separator),{from:r,to:s,f:function(a){return a}};aUnit=r.match(b);s=q(k).match(b);return aUnit&&aUnit==s?{from:parseFloat(r),to:parseFloat(k),f:d(aUnit)}:{from:this.asPX(e),to:this.asPX(e,k),f:z}})});C.plugin(function(a,v,y,C){var A=v.prototype,w=\"createTouch\"in C.doc;v=\"click dblclick mousedown mousemove mouseout mouseover mouseup touchstart touchmove touchend touchcancel\".split(\" \");\n",
       "var z={mousedown:\"touchstart\",mousemove:\"touchmove\",mouseup:\"touchend\"},d=function(a,b){var d=\"y\"==a?\"scrollTop\":\"scrollLeft\",e=b&&b.node?b.node.ownerDocument:C.doc;return e[d in e.documentElement?\"documentElement\":\"body\"][d]},f=function(){this.returnValue=!1},n=function(){return this.originalEvent.preventDefault()},u=function(){this.cancelBubble=!0},p=function(){return this.originalEvent.stopPropagation()},b=function(){if(C.doc.addEventListener)return function(a,b,e,f){var k=w&&z[b]?z[b]:b,l=function(k){var l=\n",
       "d(\"y\",f),q=d(\"x\",f);if(w&&z.hasOwnProperty(b))for(var r=0,u=k.targetTouches&&k.targetTouches.length;r<u;r++)if(k.targetTouches[r].target==a||a.contains(k.targetTouches[r].target)){u=k;k=k.targetTouches[r];k.originalEvent=u;k.preventDefault=n;k.stopPropagation=p;break}return e.call(f,k,k.clientX+q,k.clientY+l)};b!==k&&a.addEventListener(b,l,!1);a.addEventListener(k,l,!1);return function(){b!==k&&a.removeEventListener(b,l,!1);a.removeEventListener(k,l,!1);return!0}};if(C.doc.attachEvent)return function(a,\n",
       "b,e,h){var k=function(a){a=a||h.node.ownerDocument.window.event;var b=d(\"y\",h),k=d(\"x\",h),k=a.clientX+k,b=a.clientY+b;a.preventDefault=a.preventDefault||f;a.stopPropagation=a.stopPropagation||u;return e.call(h,a,k,b)};a.attachEvent(\"on\"+b,k);return function(){a.detachEvent(\"on\"+b,k);return!0}}}(),q=[],e=function(a){for(var b=a.clientX,e=a.clientY,f=d(\"y\"),l=d(\"x\"),n,p=q.length;p--;){n=q[p];if(w)for(var r=a.touches&&a.touches.length,u;r--;){if(u=a.touches[r],u.identifier==n.el._drag.id||n.el.node.contains(u.target)){b=\n",
       "u.clientX;e=u.clientY;(a.originalEvent?a.originalEvent:a).preventDefault();break}}else a.preventDefault();b+=l;e+=f;k(\"snap.drag.move.\"+n.el.id,n.move_scope||n.el,b-n.el._drag.x,e-n.el._drag.y,b,e,a)}},l=function(b){a.unmousemove(e).unmouseup(l);for(var d=q.length,f;d--;)f=q[d],f.el._drag={},k(\"snap.drag.end.\"+f.el.id,f.end_scope||f.start_scope||f.move_scope||f.el,b);q=[]};for(y=v.length;y--;)(function(d){a[d]=A[d]=function(e,f){a.is(e,\"function\")&&(this.events=this.events||[],this.events.push({name:d,\n",
       "f:e,unbind:b(this.node||document,d,e,f||this)}));return this};a[\"un\"+d]=A[\"un\"+d]=function(a){for(var b=this.events||[],e=b.length;e--;)if(b[e].name==d&&(b[e].f==a||!a)){b[e].unbind();b.splice(e,1);!b.length&&delete this.events;break}return this}})(v[y]);A.hover=function(a,b,d,e){return this.mouseover(a,d).mouseout(b,e||d)};A.unhover=function(a,b){return this.unmouseover(a).unmouseout(b)};var r=[];A.drag=function(b,d,f,h,n,p){function u(r,v,w){(r.originalEvent||r).preventDefault();this._drag.x=v;\n",
       "this._drag.y=w;this._drag.id=r.identifier;!q.length&&a.mousemove(e).mouseup(l);q.push({el:this,move_scope:h,start_scope:n,end_scope:p});d&&k.on(\"snap.drag.start.\"+this.id,d);b&&k.on(\"snap.drag.move.\"+this.id,b);f&&k.on(\"snap.drag.end.\"+this.id,f);k(\"snap.drag.start.\"+this.id,n||h||this,v,w,r)}if(!arguments.length){var v;return this.drag(function(a,b){this.attr({transform:v+(v?\"T\":\"t\")+[a,b]})},function(){v=this.transform().local})}this._drag={};r.push({el:this,start:u});this.mousedown(u);return this};\n",
       "A.undrag=function(){for(var b=r.length;b--;)r[b].el==this&&(this.unmousedown(r[b].start),r.splice(b,1),k.unbind(\"snap.drag.*.\"+this.id));!r.length&&a.unmousemove(e).unmouseup(l);return this}});C.plugin(function(a,v,y,C){y=y.prototype;var A=/^\\s*url\\((.+)\\)/,w=String,z=a._.$;a.filter={};y.filter=function(d){var f=this;\"svg\"!=f.type&&(f=f.paper);d=a.parse(w(d));var k=a._.id(),u=z(\"filter\");z(u,{id:k,filterUnits:\"userSpaceOnUse\"});u.appendChild(d.node);f.defs.appendChild(u);return new v(u)};k.on(\"snap.util.getattr.filter\",\n",
       "function(){k.stop();var d=z(this.node,\"filter\");if(d)return(d=w(d).match(A))&&a.select(d[1])});k.on(\"snap.util.attr.filter\",function(d){if(d instanceof v&&\"filter\"==d.type){k.stop();var f=d.node.id;f||(z(d.node,{id:d.id}),f=d.id);z(this.node,{filter:a.url(f)})}d&&\"none\"!=d||(k.stop(),this.node.removeAttribute(\"filter\"))});a.filter.blur=function(d,f){null==d&&(d=2);return a.format('<feGaussianBlur stdDeviation=\"{def}\"/>',{def:null==f?d:[d,f]})};a.filter.blur.toString=function(){return this()};a.filter.shadow=\n",
       "function(d,f,k,u,p){\"string\"==typeof k&&(p=u=k,k=4);\"string\"!=typeof u&&(p=u,u=\"#000\");null==k&&(k=4);null==p&&(p=1);null==d&&(d=0,f=2);null==f&&(f=d);u=a.color(u||\"#000\");return a.format('<feGaussianBlur in=\"SourceAlpha\" stdDeviation=\"{blur}\"/><feOffset dx=\"{dx}\" dy=\"{dy}\" result=\"offsetblur\"/><feFlood flood-color=\"{color}\"/><feComposite in2=\"offsetblur\" operator=\"in\"/><feComponentTransfer><feFuncA type=\"linear\" slope=\"{opacity}\"/></feComponentTransfer><feMerge><feMergeNode/><feMergeNode in=\"SourceGraphic\"/></feMerge>',\n",
       "{color:u,dx:d,dy:f,blur:k,opacity:p})};a.filter.shadow.toString=function(){return this()};a.filter.grayscale=function(d){null==d&&(d=1);return a.format('<feColorMatrix type=\"matrix\" values=\"{a} {b} {c} 0 0 {d} {e} {f} 0 0 {g} {b} {h} 0 0 0 0 0 1 0\"/>',{a:0.2126+0.7874*(1-d),b:0.7152-0.7152*(1-d),c:0.0722-0.0722*(1-d),d:0.2126-0.2126*(1-d),e:0.7152+0.2848*(1-d),f:0.0722-0.0722*(1-d),g:0.2126-0.2126*(1-d),h:0.0722+0.9278*(1-d)})};a.filter.grayscale.toString=function(){return this()};a.filter.sepia=\n",
       "function(d){null==d&&(d=1);return a.format('<feColorMatrix type=\"matrix\" values=\"{a} {b} {c} 0 0 {d} {e} {f} 0 0 {g} {h} {i} 0 0 0 0 0 1 0\"/>',{a:0.393+0.607*(1-d),b:0.769-0.769*(1-d),c:0.189-0.189*(1-d),d:0.349-0.349*(1-d),e:0.686+0.314*(1-d),f:0.168-0.168*(1-d),g:0.272-0.272*(1-d),h:0.534-0.534*(1-d),i:0.131+0.869*(1-d)})};a.filter.sepia.toString=function(){return this()};a.filter.saturate=function(d){null==d&&(d=1);return a.format('<feColorMatrix type=\"saturate\" values=\"{amount}\"/>',{amount:1-\n",
       "d})};a.filter.saturate.toString=function(){return this()};a.filter.hueRotate=function(d){return a.format('<feColorMatrix type=\"hueRotate\" values=\"{angle}\"/>',{angle:d||0})};a.filter.hueRotate.toString=function(){return this()};a.filter.invert=function(d){null==d&&(d=1);return a.format('<feComponentTransfer><feFuncR type=\"table\" tableValues=\"{amount} {amount2}\"/><feFuncG type=\"table\" tableValues=\"{amount} {amount2}\"/><feFuncB type=\"table\" tableValues=\"{amount} {amount2}\"/></feComponentTransfer>',{amount:d,\n",
       "amount2:1-d})};a.filter.invert.toString=function(){return this()};a.filter.brightness=function(d){null==d&&(d=1);return a.format('<feComponentTransfer><feFuncR type=\"linear\" slope=\"{amount}\"/><feFuncG type=\"linear\" slope=\"{amount}\"/><feFuncB type=\"linear\" slope=\"{amount}\"/></feComponentTransfer>',{amount:d})};a.filter.brightness.toString=function(){return this()};a.filter.contrast=function(d){null==d&&(d=1);return a.format('<feComponentTransfer><feFuncR type=\"linear\" slope=\"{amount}\" intercept=\"{amount2}\"/><feFuncG type=\"linear\" slope=\"{amount}\" intercept=\"{amount2}\"/><feFuncB type=\"linear\" slope=\"{amount}\" intercept=\"{amount2}\"/></feComponentTransfer>',\n",
       "{amount:d,amount2:0.5-d/2})};a.filter.contrast.toString=function(){return this()}});return C});\n",
       "\n",
       "]]> </script>\n",
       "<script> <![CDATA[\n",
       "\n",
       "(function (glob, factory) {\n",
       "    // AMD support\n",
       "    if (typeof define === \"function\" && define.amd) {\n",
       "        // Define as an anonymous module\n",
       "        define(\"Gadfly\", [\"Snap.svg\"], function (Snap) {\n",
       "            return factory(Snap);\n",
       "        });\n",
       "    } else {\n",
       "        // Browser globals (glob is window)\n",
       "        // Snap adds itself to window\n",
       "        glob.Gadfly = factory(glob.Snap);\n",
       "    }\n",
       "}(this, function (Snap) {\n",
       "\n",
       "var Gadfly = {};\n",
       "\n",
       "// Get an x/y coordinate value in pixels\n",
       "var xPX = function(fig, x) {\n",
       "    var client_box = fig.node.getBoundingClientRect();\n",
       "    return x * fig.node.viewBox.baseVal.width / client_box.width;\n",
       "};\n",
       "\n",
       "var yPX = function(fig, y) {\n",
       "    var client_box = fig.node.getBoundingClientRect();\n",
       "    return y * fig.node.viewBox.baseVal.height / client_box.height;\n",
       "};\n",
       "\n",
       "\n",
       "Snap.plugin(function (Snap, Element, Paper, global) {\n",
       "    // Traverse upwards from a snap element to find and return the first\n",
       "    // note with the \"plotroot\" class.\n",
       "    Element.prototype.plotroot = function () {\n",
       "        var element = this;\n",
       "        while (!element.hasClass(\"plotroot\") && element.parent() != null) {\n",
       "            element = element.parent();\n",
       "        }\n",
       "        return element;\n",
       "    };\n",
       "\n",
       "    Element.prototype.svgroot = function () {\n",
       "        var element = this;\n",
       "        while (element.node.nodeName != \"svg\" && element.parent() != null) {\n",
       "            element = element.parent();\n",
       "        }\n",
       "        return element;\n",
       "    };\n",
       "\n",
       "    Element.prototype.plotbounds = function () {\n",
       "        var root = this.plotroot()\n",
       "        var bbox = root.select(\".guide.background\").node.getBBox();\n",
       "        return {\n",
       "            x0: bbox.x,\n",
       "            x1: bbox.x + bbox.width,\n",
       "            y0: bbox.y,\n",
       "            y1: bbox.y + bbox.height\n",
       "        };\n",
       "    };\n",
       "\n",
       "    Element.prototype.plotcenter = function () {\n",
       "        var root = this.plotroot()\n",
       "        var bbox = root.select(\".guide.background\").node.getBBox();\n",
       "        return {\n",
       "            x: bbox.x + bbox.width / 2,\n",
       "            y: bbox.y + bbox.height / 2\n",
       "        };\n",
       "    };\n",
       "\n",
       "    // Emulate IE style mouseenter/mouseleave events, since Microsoft always\n",
       "    // does everything right.\n",
       "    // See: http://www.dynamic-tools.net/toolbox/isMouseLeaveOrEnter/\n",
       "    var events = [\"mouseenter\", \"mouseleave\"];\n",
       "\n",
       "    for (i in events) {\n",
       "        (function (event_name) {\n",
       "            var event_name = events[i];\n",
       "            Element.prototype[event_name] = function (fn, scope) {\n",
       "                if (Snap.is(fn, \"function\")) {\n",
       "                    var fn2 = function (event) {\n",
       "                        if (event.type != \"mouseover\" && event.type != \"mouseout\") {\n",
       "                            return;\n",
       "                        }\n",
       "\n",
       "                        var reltg = event.relatedTarget ? event.relatedTarget :\n",
       "                            event.type == \"mouseout\" ? event.toElement : event.fromElement;\n",
       "                        while (reltg && reltg != this.node) reltg = reltg.parentNode;\n",
       "\n",
       "                        if (reltg != this.node) {\n",
       "                            return fn.apply(this, event);\n",
       "                        }\n",
       "                    };\n",
       "\n",
       "                    if (event_name == \"mouseenter\") {\n",
       "                        this.mouseover(fn2, scope);\n",
       "                    } else {\n",
       "                        this.mouseout(fn2, scope);\n",
       "                    }\n",
       "                }\n",
       "                return this;\n",
       "            };\n",
       "        })(events[i]);\n",
       "    }\n",
       "\n",
       "\n",
       "    Element.prototype.mousewheel = function (fn, scope) {\n",
       "        if (Snap.is(fn, \"function\")) {\n",
       "            var el = this;\n",
       "            var fn2 = function (event) {\n",
       "                fn.apply(el, [event]);\n",
       "            };\n",
       "        }\n",
       "\n",
       "        this.node.addEventListener(\n",
       "            /Firefox/i.test(navigator.userAgent) ? \"DOMMouseScroll\" : \"mousewheel\",\n",
       "            fn2);\n",
       "\n",
       "        return this;\n",
       "    };\n",
       "\n",
       "\n",
       "    // Snap's attr function can be too slow for things like panning/zooming.\n",
       "    // This is a function to directly update element attributes without going\n",
       "    // through eve.\n",
       "    Element.prototype.attribute = function(key, val) {\n",
       "        if (val === undefined) {\n",
       "            return this.node.getAttribute(key);\n",
       "        } else {\n",
       "            this.node.setAttribute(key, val);\n",
       "            return this;\n",
       "        }\n",
       "    };\n",
       "\n",
       "    Element.prototype.init_gadfly = function() {\n",
       "        this.mouseenter(Gadfly.plot_mouseover)\n",
       "            .mouseleave(Gadfly.plot_mouseout)\n",
       "            .dblclick(Gadfly.plot_dblclick)\n",
       "            .mousewheel(Gadfly.guide_background_scroll)\n",
       "            .drag(Gadfly.guide_background_drag_onmove,\n",
       "                  Gadfly.guide_background_drag_onstart,\n",
       "                  Gadfly.guide_background_drag_onend);\n",
       "        this.mouseenter(function (event) {\n",
       "            init_pan_zoom(this.plotroot());\n",
       "        });\n",
       "        return this;\n",
       "    };\n",
       "});\n",
       "\n",
       "\n",
       "// When the plot is moused over, emphasize the grid lines.\n",
       "Gadfly.plot_mouseover = function(event) {\n",
       "    var root = this.plotroot();\n",
       "\n",
       "    var keyboard_zoom = function(event) {\n",
       "        if (event.which == 187) { // plus\n",
       "            increase_zoom_by_position(root, 0.1, true);\n",
       "        } else if (event.which == 189) { // minus\n",
       "            increase_zoom_by_position(root, -0.1, true);\n",
       "        }\n",
       "    };\n",
       "    root.data(\"keyboard_zoom\", keyboard_zoom);\n",
       "    window.addEventListener(\"keyup\", keyboard_zoom);\n",
       "\n",
       "    var xgridlines = root.select(\".xgridlines\"),\n",
       "        ygridlines = root.select(\".ygridlines\");\n",
       "\n",
       "    xgridlines.data(\"unfocused_strokedash\",\n",
       "                    xgridlines.attribute(\"stroke-dasharray\").replace(/(\\d)(,|$)/g, \"$1mm$2\"));\n",
       "    ygridlines.data(\"unfocused_strokedash\",\n",
       "                    ygridlines.attribute(\"stroke-dasharray\").replace(/(\\d)(,|$)/g, \"$1mm$2\"));\n",
       "\n",
       "    // emphasize grid lines\n",
       "    var destcolor = root.data(\"focused_xgrid_color\");\n",
       "    xgridlines.attribute(\"stroke-dasharray\", \"none\")\n",
       "              .selectAll(\"path\")\n",
       "              .animate({stroke: destcolor}, 250);\n",
       "\n",
       "    destcolor = root.data(\"focused_ygrid_color\");\n",
       "    ygridlines.attribute(\"stroke-dasharray\", \"none\")\n",
       "              .selectAll(\"path\")\n",
       "              .animate({stroke: destcolor}, 250);\n",
       "\n",
       "    // reveal zoom slider\n",
       "    root.select(\".zoomslider\")\n",
       "        .animate({opacity: 1.0}, 250);\n",
       "};\n",
       "\n",
       "// Reset pan and zoom on double click\n",
       "Gadfly.plot_dblclick = function(event) {\n",
       "  set_plot_pan_zoom(this.plotroot(), 0.0, 0.0, 1.0);\n",
       "};\n",
       "\n",
       "// Unemphasize grid lines on mouse out.\n",
       "Gadfly.plot_mouseout = function(event) {\n",
       "    var root = this.plotroot();\n",
       "\n",
       "    window.removeEventListener(\"keyup\", root.data(\"keyboard_zoom\"));\n",
       "    root.data(\"keyboard_zoom\", undefined);\n",
       "\n",
       "    var xgridlines = root.select(\".xgridlines\"),\n",
       "        ygridlines = root.select(\".ygridlines\");\n",
       "\n",
       "    var destcolor = root.data(\"unfocused_xgrid_color\");\n",
       "\n",
       "    xgridlines.attribute(\"stroke-dasharray\", xgridlines.data(\"unfocused_strokedash\"))\n",
       "              .selectAll(\"path\")\n",
       "              .animate({stroke: destcolor}, 250);\n",
       "\n",
       "    destcolor = root.data(\"unfocused_ygrid_color\");\n",
       "    ygridlines.attribute(\"stroke-dasharray\", ygridlines.data(\"unfocused_strokedash\"))\n",
       "              .selectAll(\"path\")\n",
       "              .animate({stroke: destcolor}, 250);\n",
       "\n",
       "    // hide zoom slider\n",
       "    root.select(\".zoomslider\")\n",
       "        .animate({opacity: 0.0}, 250);\n",
       "};\n",
       "\n",
       "\n",
       "var set_geometry_transform = function(root, tx, ty, scale) {\n",
       "    var xscalable = root.hasClass(\"xscalable\"),\n",
       "        yscalable = root.hasClass(\"yscalable\");\n",
       "\n",
       "    var old_scale = root.data(\"scale\");\n",
       "\n",
       "    var xscale = xscalable ? scale : 1.0,\n",
       "        yscale = yscalable ? scale : 1.0;\n",
       "\n",
       "    tx = xscalable ? tx : 0.0;\n",
       "    ty = yscalable ? ty : 0.0;\n",
       "\n",
       "    var t = new Snap.Matrix().translate(tx, ty).scale(xscale, yscale);\n",
       "\n",
       "    root.selectAll(\".geometry, image\")\n",
       "        .forEach(function (element, i) {\n",
       "            element.transform(t);\n",
       "        });\n",
       "\n",
       "    bounds = root.plotbounds();\n",
       "\n",
       "    if (yscalable) {\n",
       "        var xfixed_t = new Snap.Matrix().translate(0, ty).scale(1.0, yscale);\n",
       "        root.selectAll(\".xfixed\")\n",
       "            .forEach(function (element, i) {\n",
       "                element.transform(xfixed_t);\n",
       "            });\n",
       "\n",
       "        root.select(\".ylabels\")\n",
       "            .transform(xfixed_t)\n",
       "            .selectAll(\"text\")\n",
       "            .forEach(function (element, i) {\n",
       "                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n",
       "                    var cx = element.asPX(\"x\"),\n",
       "                        cy = element.asPX(\"y\");\n",
       "                    var st = element.data(\"static_transform\");\n",
       "                    unscale_t = new Snap.Matrix();\n",
       "                    unscale_t.scale(1, 1/scale, cx, cy).add(st);\n",
       "                    element.transform(unscale_t);\n",
       "\n",
       "                    var y = cy * scale + ty;\n",
       "                    element.attr(\"visibility\",\n",
       "                        bounds.y0 <= y && y <= bounds.y1 ? \"visible\" : \"hidden\");\n",
       "                }\n",
       "            });\n",
       "    }\n",
       "\n",
       "    if (xscalable) {\n",
       "        var yfixed_t = new Snap.Matrix().translate(tx, 0).scale(xscale, 1.0);\n",
       "        var xtrans = new Snap.Matrix().translate(tx, 0);\n",
       "        root.selectAll(\".yfixed\")\n",
       "            .forEach(function (element, i) {\n",
       "                element.transform(yfixed_t);\n",
       "            });\n",
       "\n",
       "        root.select(\".xlabels\")\n",
       "            .transform(yfixed_t)\n",
       "            .selectAll(\"text\")\n",
       "            .forEach(function (element, i) {\n",
       "                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n",
       "                    var cx = element.asPX(\"x\"),\n",
       "                        cy = element.asPX(\"y\");\n",
       "                    var st = element.data(\"static_transform\");\n",
       "                    unscale_t = new Snap.Matrix();\n",
       "                    unscale_t.scale(1/scale, 1, cx, cy).add(st);\n",
       "\n",
       "                    element.transform(unscale_t);\n",
       "\n",
       "                    var x = cx * scale + tx;\n",
       "                    element.attr(\"visibility\",\n",
       "                        bounds.x0 <= x && x <= bounds.x1 ? \"visible\" : \"hidden\");\n",
       "                    }\n",
       "            });\n",
       "    }\n",
       "\n",
       "    // we must unscale anything that is scale invariance: widths, raiduses, etc.\n",
       "    var size_attribs = [\"font-size\"];\n",
       "    var unscaled_selection = \".geometry, .geometry *\";\n",
       "    if (xscalable) {\n",
       "        size_attribs.push(\"rx\");\n",
       "        unscaled_selection += \", .xgridlines\";\n",
       "    }\n",
       "    if (yscalable) {\n",
       "        size_attribs.push(\"ry\");\n",
       "        unscaled_selection += \", .ygridlines\";\n",
       "    }\n",
       "\n",
       "    root.selectAll(unscaled_selection)\n",
       "        .forEach(function (element, i) {\n",
       "            // circle need special help\n",
       "            if (element.node.nodeName == \"circle\") {\n",
       "                var cx = element.attribute(\"cx\"),\n",
       "                    cy = element.attribute(\"cy\");\n",
       "                unscale_t = new Snap.Matrix().scale(1/xscale, 1/yscale,\n",
       "                                                        cx, cy);\n",
       "                element.transform(unscale_t);\n",
       "                return;\n",
       "            }\n",
       "\n",
       "            for (i in size_attribs) {\n",
       "                var key = size_attribs[i];\n",
       "                var val = parseFloat(element.attribute(key));\n",
       "                if (val !== undefined && val != 0 && !isNaN(val)) {\n",
       "                    element.attribute(key, val * old_scale / scale);\n",
       "                }\n",
       "            }\n",
       "        });\n",
       "};\n",
       "\n",
       "\n",
       "// Find the most appropriate tick scale and update label visibility.\n",
       "var update_tickscale = function(root, scale, axis) {\n",
       "    if (!root.hasClass(axis + \"scalable\")) return;\n",
       "\n",
       "    var tickscales = root.data(axis + \"tickscales\");\n",
       "    var best_tickscale = 1.0;\n",
       "    var best_tickscale_dist = Infinity;\n",
       "    for (tickscale in tickscales) {\n",
       "        var dist = Math.abs(Math.log(tickscale) - Math.log(scale));\n",
       "        if (dist < best_tickscale_dist) {\n",
       "            best_tickscale_dist = dist;\n",
       "            best_tickscale = tickscale;\n",
       "        }\n",
       "    }\n",
       "\n",
       "    if (best_tickscale != root.data(axis + \"tickscale\")) {\n",
       "        root.data(axis + \"tickscale\", best_tickscale);\n",
       "        var mark_inscale_gridlines = function (element, i) {\n",
       "            var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n",
       "            element.attribute(\"gadfly:inscale\", inscale);\n",
       "            element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n",
       "        };\n",
       "\n",
       "        var mark_inscale_labels = function (element, i) {\n",
       "            var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n",
       "            element.attribute(\"gadfly:inscale\", inscale);\n",
       "            element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n",
       "        };\n",
       "\n",
       "        root.select(\".\" + axis + \"gridlines\").selectAll(\"path\").forEach(mark_inscale_gridlines);\n",
       "        root.select(\".\" + axis + \"labels\").selectAll(\"text\").forEach(mark_inscale_labels);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "var set_plot_pan_zoom = function(root, tx, ty, scale) {\n",
       "    var old_scale = root.data(\"scale\");\n",
       "    var bounds = root.plotbounds();\n",
       "\n",
       "    var width = bounds.x1 - bounds.x0,\n",
       "        height = bounds.y1 - bounds.y0;\n",
       "\n",
       "    // compute the viewport derived from tx, ty, and scale\n",
       "    var x_min = -width * scale - (scale * width - width),\n",
       "        x_max = width * scale,\n",
       "        y_min = -height * scale - (scale * height - height),\n",
       "        y_max = height * scale;\n",
       "\n",
       "    var x0 = bounds.x0 - scale * bounds.x0,\n",
       "        y0 = bounds.y0 - scale * bounds.y0;\n",
       "\n",
       "    var tx = Math.max(Math.min(tx - x0, x_max), x_min),\n",
       "        ty = Math.max(Math.min(ty - y0, y_max), y_min);\n",
       "\n",
       "    tx += x0;\n",
       "    ty += y0;\n",
       "\n",
       "    // when the scale change, we may need to alter which set of\n",
       "    // ticks is being displayed\n",
       "    if (scale != old_scale) {\n",
       "        update_tickscale(root, scale, \"x\");\n",
       "        update_tickscale(root, scale, \"y\");\n",
       "    }\n",
       "\n",
       "    set_geometry_transform(root, tx, ty, scale);\n",
       "\n",
       "    root.data(\"scale\", scale);\n",
       "    root.data(\"tx\", tx);\n",
       "    root.data(\"ty\", ty);\n",
       "};\n",
       "\n",
       "\n",
       "var scale_centered_translation = function(root, scale) {\n",
       "    var bounds = root.plotbounds();\n",
       "\n",
       "    var width = bounds.x1 - bounds.x0,\n",
       "        height = bounds.y1 - bounds.y0;\n",
       "\n",
       "    var tx0 = root.data(\"tx\"),\n",
       "        ty0 = root.data(\"ty\");\n",
       "\n",
       "    var scale0 = root.data(\"scale\");\n",
       "\n",
       "    // how off from center the current view is\n",
       "    var xoff = tx0 - (bounds.x0 * (1 - scale0) + (width * (1 - scale0)) / 2),\n",
       "        yoff = ty0 - (bounds.y0 * (1 - scale0) + (height * (1 - scale0)) / 2);\n",
       "\n",
       "    // rescale offsets\n",
       "    xoff = xoff * scale / scale0;\n",
       "    yoff = yoff * scale / scale0;\n",
       "\n",
       "    // adjust for the panel position being scaled\n",
       "    var x_edge_adjust = bounds.x0 * (1 - scale),\n",
       "        y_edge_adjust = bounds.y0 * (1 - scale);\n",
       "\n",
       "    return {\n",
       "        x: xoff + x_edge_adjust + (width - width * scale) / 2,\n",
       "        y: yoff + y_edge_adjust + (height - height * scale) / 2\n",
       "    };\n",
       "};\n",
       "\n",
       "\n",
       "// Initialize data for panning zooming if it isn't already.\n",
       "var init_pan_zoom = function(root) {\n",
       "    if (root.data(\"zoompan-ready\")) {\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    // The non-scaling-stroke trick. Rather than try to correct for the\n",
       "    // stroke-width when zooming, we force it to a fixed value.\n",
       "    var px_per_mm = root.node.getCTM().a;\n",
       "\n",
       "    // Drag events report deltas in pixels, which we'd like to convert to\n",
       "    // millimeters.\n",
       "    root.data(\"px_per_mm\", px_per_mm);\n",
       "\n",
       "    root.selectAll(\"path\")\n",
       "        .forEach(function (element, i) {\n",
       "        sw = element.asPX(\"stroke-width\") * px_per_mm;\n",
       "        if (sw > 0) {\n",
       "            element.attribute(\"stroke-width\", sw);\n",
       "            element.attribute(\"vector-effect\", \"non-scaling-stroke\");\n",
       "        }\n",
       "    });\n",
       "\n",
       "    // Store ticks labels original tranformation\n",
       "    root.selectAll(\".xlabels > text, .ylabels > text\")\n",
       "        .forEach(function (element, i) {\n",
       "            var lm = element.transform().localMatrix;\n",
       "            element.data(\"static_transform\",\n",
       "                new Snap.Matrix(lm.a, lm.b, lm.c, lm.d, lm.e, lm.f));\n",
       "        });\n",
       "\n",
       "    var xgridlines = root.select(\".xgridlines\");\n",
       "    var ygridlines = root.select(\".ygridlines\");\n",
       "    var xlabels = root.select(\".xlabels\");\n",
       "    var ylabels = root.select(\".ylabels\");\n",
       "\n",
       "    if (root.data(\"tx\") === undefined) root.data(\"tx\", 0);\n",
       "    if (root.data(\"ty\") === undefined) root.data(\"ty\", 0);\n",
       "    if (root.data(\"scale\") === undefined) root.data(\"scale\", 1.0);\n",
       "    if (root.data(\"xtickscales\") === undefined) {\n",
       "\n",
       "        // index all the tick scales that are listed\n",
       "        var xtickscales = {};\n",
       "        var ytickscales = {};\n",
       "        var add_x_tick_scales = function (element, i) {\n",
       "            xtickscales[element.attribute(\"gadfly:scale\")] = true;\n",
       "        };\n",
       "        var add_y_tick_scales = function (element, i) {\n",
       "            ytickscales[element.attribute(\"gadfly:scale\")] = true;\n",
       "        };\n",
       "\n",
       "        if (xgridlines) xgridlines.selectAll(\"path\").forEach(add_x_tick_scales);\n",
       "        if (ygridlines) ygridlines.selectAll(\"path\").forEach(add_y_tick_scales);\n",
       "        if (xlabels) xlabels.selectAll(\"text\").forEach(add_x_tick_scales);\n",
       "        if (ylabels) ylabels.selectAll(\"text\").forEach(add_y_tick_scales);\n",
       "\n",
       "        root.data(\"xtickscales\", xtickscales);\n",
       "        root.data(\"ytickscales\", ytickscales);\n",
       "        root.data(\"xtickscale\", 1.0);\n",
       "    }\n",
       "\n",
       "    var min_scale = 1.0, max_scale = 1.0;\n",
       "    for (scale in xtickscales) {\n",
       "        min_scale = Math.min(min_scale, scale);\n",
       "        max_scale = Math.max(max_scale, scale);\n",
       "    }\n",
       "    for (scale in ytickscales) {\n",
       "        min_scale = Math.min(min_scale, scale);\n",
       "        max_scale = Math.max(max_scale, scale);\n",
       "    }\n",
       "    root.data(\"min_scale\", min_scale);\n",
       "    root.data(\"max_scale\", max_scale);\n",
       "\n",
       "    // store the original positions of labels\n",
       "    if (xlabels) {\n",
       "        xlabels.selectAll(\"text\")\n",
       "               .forEach(function (element, i) {\n",
       "                   element.data(\"x\", element.asPX(\"x\"));\n",
       "               });\n",
       "    }\n",
       "\n",
       "    if (ylabels) {\n",
       "        ylabels.selectAll(\"text\")\n",
       "               .forEach(function (element, i) {\n",
       "                   element.data(\"y\", element.asPX(\"y\"));\n",
       "               });\n",
       "    }\n",
       "\n",
       "    // mark grid lines and ticks as in or out of scale.\n",
       "    var mark_inscale = function (element, i) {\n",
       "        element.attribute(\"gadfly:inscale\", element.attribute(\"gadfly:scale\") == 1.0);\n",
       "    };\n",
       "\n",
       "    if (xgridlines) xgridlines.selectAll(\"path\").forEach(mark_inscale);\n",
       "    if (ygridlines) ygridlines.selectAll(\"path\").forEach(mark_inscale);\n",
       "    if (xlabels) xlabels.selectAll(\"text\").forEach(mark_inscale);\n",
       "    if (ylabels) ylabels.selectAll(\"text\").forEach(mark_inscale);\n",
       "\n",
       "    // figure out the upper ond lower bounds on panning using the maximum\n",
       "    // and minum grid lines\n",
       "    var bounds = root.plotbounds();\n",
       "    var pan_bounds = {\n",
       "        x0: 0.0,\n",
       "        y0: 0.0,\n",
       "        x1: 0.0,\n",
       "        y1: 0.0\n",
       "    };\n",
       "\n",
       "    if (xgridlines) {\n",
       "        xgridlines\n",
       "            .selectAll(\"path\")\n",
       "            .forEach(function (element, i) {\n",
       "                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n",
       "                    var bbox = element.node.getBBox();\n",
       "                    if (bounds.x1 - bbox.x < pan_bounds.x0) {\n",
       "                        pan_bounds.x0 = bounds.x1 - bbox.x;\n",
       "                    }\n",
       "                    if (bounds.x0 - bbox.x > pan_bounds.x1) {\n",
       "                        pan_bounds.x1 = bounds.x0 - bbox.x;\n",
       "                    }\n",
       "                    element.attr(\"visibility\", \"visible\");\n",
       "                }\n",
       "            });\n",
       "    }\n",
       "\n",
       "    if (ygridlines) {\n",
       "        ygridlines\n",
       "            .selectAll(\"path\")\n",
       "            .forEach(function (element, i) {\n",
       "                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n",
       "                    var bbox = element.node.getBBox();\n",
       "                    if (bounds.y1 - bbox.y < pan_bounds.y0) {\n",
       "                        pan_bounds.y0 = bounds.y1 - bbox.y;\n",
       "                    }\n",
       "                    if (bounds.y0 - bbox.y > pan_bounds.y1) {\n",
       "                        pan_bounds.y1 = bounds.y0 - bbox.y;\n",
       "                    }\n",
       "                    element.attr(\"visibility\", \"visible\");\n",
       "                }\n",
       "            });\n",
       "    }\n",
       "\n",
       "    // nudge these values a little\n",
       "    pan_bounds.x0 -= 5;\n",
       "    pan_bounds.x1 += 5;\n",
       "    pan_bounds.y0 -= 5;\n",
       "    pan_bounds.y1 += 5;\n",
       "    root.data(\"pan_bounds\", pan_bounds);\n",
       "\n",
       "    root.data(\"zoompan-ready\", true)\n",
       "};\n",
       "\n",
       "\n",
       "// drag actions, i.e. zooming and panning\n",
       "var pan_action = {\n",
       "    start: function(root, x, y, event) {\n",
       "        root.data(\"dx\", 0);\n",
       "        root.data(\"dy\", 0);\n",
       "        root.data(\"tx0\", root.data(\"tx\"));\n",
       "        root.data(\"ty0\", root.data(\"ty\"));\n",
       "    },\n",
       "    update: function(root, dx, dy, x, y, event) {\n",
       "        var px_per_mm = root.data(\"px_per_mm\");\n",
       "        dx /= px_per_mm;\n",
       "        dy /= px_per_mm;\n",
       "\n",
       "        var tx0 = root.data(\"tx\"),\n",
       "            ty0 = root.data(\"ty\");\n",
       "\n",
       "        var dx0 = root.data(\"dx\"),\n",
       "            dy0 = root.data(\"dy\");\n",
       "\n",
       "        root.data(\"dx\", dx);\n",
       "        root.data(\"dy\", dy);\n",
       "\n",
       "        dx = dx - dx0;\n",
       "        dy = dy - dy0;\n",
       "\n",
       "        var tx = tx0 + dx,\n",
       "            ty = ty0 + dy;\n",
       "\n",
       "        set_plot_pan_zoom(root, tx, ty, root.data(\"scale\"));\n",
       "    },\n",
       "    end: function(root, event) {\n",
       "\n",
       "    },\n",
       "    cancel: function(root) {\n",
       "        set_plot_pan_zoom(root, root.data(\"tx0\"), root.data(\"ty0\"), root.data(\"scale\"));\n",
       "    }\n",
       "};\n",
       "\n",
       "var zoom_box;\n",
       "var zoom_action = {\n",
       "    start: function(root, x, y, event) {\n",
       "        var bounds = root.plotbounds();\n",
       "        var width = bounds.x1 - bounds.x0,\n",
       "            height = bounds.y1 - bounds.y0;\n",
       "        var ratio = width / height;\n",
       "        var xscalable = root.hasClass(\"xscalable\"),\n",
       "            yscalable = root.hasClass(\"yscalable\");\n",
       "        var px_per_mm = root.data(\"px_per_mm\");\n",
       "        x = xscalable ? x / px_per_mm : bounds.x0;\n",
       "        y = yscalable ? y / px_per_mm : bounds.y0;\n",
       "        var w = xscalable ? 0 : width;\n",
       "        var h = yscalable ? 0 : height;\n",
       "        zoom_box = root.rect(x, y, w, h).attr({\n",
       "            \"fill\": \"#000\",\n",
       "            \"opacity\": 0.25\n",
       "        });\n",
       "        zoom_box.data(\"ratio\", ratio);\n",
       "    },\n",
       "    update: function(root, dx, dy, x, y, event) {\n",
       "        var xscalable = root.hasClass(\"xscalable\"),\n",
       "            yscalable = root.hasClass(\"yscalable\");\n",
       "        var px_per_mm = root.data(\"px_per_mm\");\n",
       "        var bounds = root.plotbounds();\n",
       "        if (yscalable) {\n",
       "            y /= px_per_mm;\n",
       "            y = Math.max(bounds.y0, y);\n",
       "            y = Math.min(bounds.y1, y);\n",
       "        } else {\n",
       "            y = bounds.y1;\n",
       "        }\n",
       "        if (xscalable) {\n",
       "            x /= px_per_mm;\n",
       "            x = Math.max(bounds.x0, x);\n",
       "            x = Math.min(bounds.x1, x);\n",
       "        } else {\n",
       "            x = bounds.x1;\n",
       "        }\n",
       "\n",
       "        dx = x - zoom_box.attr(\"x\");\n",
       "        dy = y - zoom_box.attr(\"y\");\n",
       "        if (xscalable && yscalable) {\n",
       "            var ratio = zoom_box.data(\"ratio\");\n",
       "            var width = Math.min(Math.abs(dx), ratio * Math.abs(dy));\n",
       "            var height = Math.min(Math.abs(dy), Math.abs(dx) / ratio);\n",
       "            dx = width * dx / Math.abs(dx);\n",
       "            dy = height * dy / Math.abs(dy);\n",
       "        }\n",
       "        var xoffset = 0,\n",
       "            yoffset = 0;\n",
       "        if (dx < 0) {\n",
       "            xoffset = dx;\n",
       "            dx = -1 * dx;\n",
       "        }\n",
       "        if (dy < 0) {\n",
       "            yoffset = dy;\n",
       "            dy = -1 * dy;\n",
       "        }\n",
       "        if (isNaN(dy)) {\n",
       "            dy = 0.0;\n",
       "        }\n",
       "        if (isNaN(dx)) {\n",
       "            dx = 0.0;\n",
       "        }\n",
       "        zoom_box.transform(\"T\" + xoffset + \",\" + yoffset);\n",
       "        zoom_box.attr(\"width\", dx);\n",
       "        zoom_box.attr(\"height\", dy);\n",
       "    },\n",
       "    end: function(root, event) {\n",
       "        var xscalable = root.hasClass(\"xscalable\"),\n",
       "            yscalable = root.hasClass(\"yscalable\");\n",
       "        var zoom_bounds = zoom_box.getBBox();\n",
       "        if (zoom_bounds.width * zoom_bounds.height <= 0) {\n",
       "            return;\n",
       "        }\n",
       "        var plot_bounds = root.plotbounds();\n",
       "        var zoom_factor = 1.0;\n",
       "        if (yscalable) {\n",
       "            zoom_factor = (plot_bounds.y1 - plot_bounds.y0) / zoom_bounds.height;\n",
       "        } else {\n",
       "            zoom_factor = (plot_bounds.x1 - plot_bounds.x0) / zoom_bounds.width;\n",
       "        }\n",
       "        var tx = (root.data(\"tx\") - zoom_bounds.x) * zoom_factor + plot_bounds.x0,\n",
       "            ty = (root.data(\"ty\") - zoom_bounds.y) * zoom_factor + plot_bounds.y0;\n",
       "        set_plot_pan_zoom(root, tx, ty, root.data(\"scale\") * zoom_factor);\n",
       "        zoom_box.remove();\n",
       "    },\n",
       "    cancel: function(root) {\n",
       "        zoom_box.remove();\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.guide_background_drag_onstart = function(x, y, event) {\n",
       "    var root = this.plotroot();\n",
       "    var scalable = root.hasClass(\"xscalable\") || root.hasClass(\"yscalable\");\n",
       "    var zoomable = !event.altKey && !event.ctrlKey && event.shiftKey && scalable;\n",
       "    var panable = !event.altKey && !event.ctrlKey && !event.shiftKey && scalable;\n",
       "    var drag_action = zoomable ? zoom_action :\n",
       "                      panable  ? pan_action :\n",
       "                                 undefined;\n",
       "    root.data(\"drag_action\", drag_action);\n",
       "    if (drag_action) {\n",
       "        var cancel_drag_action = function(event) {\n",
       "            if (event.which == 27) { // esc key\n",
       "                drag_action.cancel(root);\n",
       "                root.data(\"drag_action\", undefined);\n",
       "            }\n",
       "        };\n",
       "        window.addEventListener(\"keyup\", cancel_drag_action);\n",
       "        root.data(\"cancel_drag_action\", cancel_drag_action);\n",
       "        drag_action.start(root, x, y, event);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.guide_background_drag_onmove = function(dx, dy, x, y, event) {\n",
       "    var root = this.plotroot();\n",
       "    var drag_action = root.data(\"drag_action\");\n",
       "    if (drag_action) {\n",
       "        drag_action.update(root, dx, dy, x, y, event);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.guide_background_drag_onend = function(event) {\n",
       "    var root = this.plotroot();\n",
       "    window.removeEventListener(\"keyup\", root.data(\"cancel_drag_action\"));\n",
       "    root.data(\"cancel_drag_action\", undefined);\n",
       "    var drag_action = root.data(\"drag_action\");\n",
       "    if (drag_action) {\n",
       "        drag_action.end(root, event);\n",
       "    }\n",
       "    root.data(\"drag_action\", undefined);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.guide_background_scroll = function(event) {\n",
       "    if (event.shiftKey) {\n",
       "        increase_zoom_by_position(this.plotroot(), 0.001 * event.wheelDelta);\n",
       "        event.preventDefault();\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_button_mouseover = function(event) {\n",
       "    this.select(\".button_logo\")\n",
       "         .animate({fill: this.data(\"mouseover_color\")}, 100);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_button_mouseout = function(event) {\n",
       "     this.select(\".button_logo\")\n",
       "         .animate({fill: this.data(\"mouseout_color\")}, 100);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_zoomout_click = function(event) {\n",
       "    increase_zoom_by_position(this.plotroot(), -0.1, true);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_zoomin_click = function(event) {\n",
       "    increase_zoom_by_position(this.plotroot(), 0.1, true);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_track_click = function(event) {\n",
       "    // TODO\n",
       "};\n",
       "\n",
       "\n",
       "// Map slider position x to scale y using the function y = a*exp(b*x)+c.\n",
       "// The constants a, b, and c are solved using the constraint that the function\n",
       "// should go through the points (0; min_scale), (0.5; 1), and (1; max_scale).\n",
       "var scale_from_slider_position = function(position, min_scale, max_scale) {\n",
       "    var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),\n",
       "        b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),\n",
       "        c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);\n",
       "    return a * Math.exp(b * position) + c;\n",
       "}\n",
       "\n",
       "// inverse of scale_from_slider_position\n",
       "var slider_position_from_scale = function(scale, min_scale, max_scale) {\n",
       "    var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),\n",
       "        b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),\n",
       "        c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);\n",
       "    return 1 / b * Math.log((scale - c) / a);\n",
       "}\n",
       "\n",
       "var increase_zoom_by_position = function(root, delta_position, animate) {\n",
       "    var scale = root.data(\"scale\"),\n",
       "        min_scale = root.data(\"min_scale\"),\n",
       "        max_scale = root.data(\"max_scale\");\n",
       "    var position = slider_position_from_scale(scale, min_scale, max_scale);\n",
       "    position += delta_position;\n",
       "    scale = scale_from_slider_position(position, min_scale, max_scale);\n",
       "    set_zoom(root, scale, animate);\n",
       "}\n",
       "\n",
       "var set_zoom = function(root, scale, animate) {\n",
       "    var min_scale = root.data(\"min_scale\"),\n",
       "        max_scale = root.data(\"max_scale\"),\n",
       "        old_scale = root.data(\"scale\");\n",
       "    var new_scale = Math.max(min_scale, Math.min(scale, max_scale));\n",
       "    if (animate) {\n",
       "        Snap.animate(\n",
       "            old_scale,\n",
       "            new_scale,\n",
       "            function (new_scale) {\n",
       "                update_plot_scale(root, new_scale);\n",
       "            },\n",
       "            200);\n",
       "    } else {\n",
       "        update_plot_scale(root, new_scale);\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "var update_plot_scale = function(root, new_scale) {\n",
       "    var trans = scale_centered_translation(root, new_scale);\n",
       "    set_plot_pan_zoom(root, trans.x, trans.y, new_scale);\n",
       "\n",
       "    root.selectAll(\".zoomslider_thumb\")\n",
       "        .forEach(function (element, i) {\n",
       "            var min_pos = element.data(\"min_pos\"),\n",
       "                max_pos = element.data(\"max_pos\"),\n",
       "                min_scale = root.data(\"min_scale\"),\n",
       "                max_scale = root.data(\"max_scale\");\n",
       "            var xmid = (min_pos + max_pos) / 2;\n",
       "            var xpos = slider_position_from_scale(new_scale, min_scale, max_scale);\n",
       "            element.transform(new Snap.Matrix().translate(\n",
       "                Math.max(min_pos, Math.min(\n",
       "                         max_pos, min_pos + (max_pos - min_pos) * xpos)) - xmid, 0));\n",
       "    });\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_thumb_dragmove = function(dx, dy, x, y, event) {\n",
       "    var root = this.plotroot();\n",
       "    var min_pos = this.data(\"min_pos\"),\n",
       "        max_pos = this.data(\"max_pos\"),\n",
       "        min_scale = root.data(\"min_scale\"),\n",
       "        max_scale = root.data(\"max_scale\"),\n",
       "        old_scale = root.data(\"old_scale\");\n",
       "\n",
       "    var px_per_mm = root.data(\"px_per_mm\");\n",
       "    dx /= px_per_mm;\n",
       "    dy /= px_per_mm;\n",
       "\n",
       "    var xmid = (min_pos + max_pos) / 2;\n",
       "    var xpos = slider_position_from_scale(old_scale, min_scale, max_scale) +\n",
       "                   dx / (max_pos - min_pos);\n",
       "\n",
       "    // compute the new scale\n",
       "    var new_scale = scale_from_slider_position(xpos, min_scale, max_scale);\n",
       "    new_scale = Math.min(max_scale, Math.max(min_scale, new_scale));\n",
       "\n",
       "    update_plot_scale(root, new_scale);\n",
       "    event.stopPropagation();\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_thumb_dragstart = function(x, y, event) {\n",
       "    this.animate({fill: this.data(\"mouseover_color\")}, 100);\n",
       "    var root = this.plotroot();\n",
       "\n",
       "    // keep track of what the scale was when we started dragging\n",
       "    root.data(\"old_scale\", root.data(\"scale\"));\n",
       "    event.stopPropagation();\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_thumb_dragend = function(event) {\n",
       "    this.animate({fill: this.data(\"mouseout_color\")}, 100);\n",
       "    event.stopPropagation();\n",
       "};\n",
       "\n",
       "\n",
       "var toggle_color_class = function(root, color_class, ison) {\n",
       "    var guides = root.selectAll(\".guide.\" + color_class + \",.guide .\" + color_class);\n",
       "    var geoms = root.selectAll(\".geometry.\" + color_class + \",.geometry .\" + color_class);\n",
       "    if (ison) {\n",
       "        guides.animate({opacity: 0.5}, 250);\n",
       "        geoms.animate({opacity: 0.0}, 250);\n",
       "    } else {\n",
       "        guides.animate({opacity: 1.0}, 250);\n",
       "        geoms.animate({opacity: 1.0}, 250);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.colorkey_swatch_click = function(event) {\n",
       "    var root = this.plotroot();\n",
       "    var color_class = this.data(\"color_class\");\n",
       "\n",
       "    if (event.shiftKey) {\n",
       "        root.selectAll(\".colorkey text\")\n",
       "            .forEach(function (element) {\n",
       "                var other_color_class = element.data(\"color_class\");\n",
       "                if (other_color_class != color_class) {\n",
       "                    toggle_color_class(root, other_color_class,\n",
       "                                       element.attr(\"opacity\") == 1.0);\n",
       "                }\n",
       "            });\n",
       "    } else {\n",
       "        toggle_color_class(root, color_class, this.attr(\"opacity\") == 1.0);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "return Gadfly;\n",
       "\n",
       "}));\n",
       "\n",
       "\n",
       "//@ sourceURL=gadfly.js\n",
       "\n",
       "(function (glob, factory) {\n",
       "    // AMD support\n",
       "      if (typeof require === \"function\" && typeof define === \"function\" && define.amd) {\n",
       "        require([\"Snap.svg\", \"Gadfly\"], function (Snap, Gadfly) {\n",
       "            factory(Snap, Gadfly);\n",
       "        });\n",
       "      } else {\n",
       "          factory(glob.Snap, glob.Gadfly);\n",
       "      }\n",
       "})(window, function (Snap, Gadfly) {\n",
       "    var fig = Snap(\"#fig-290c273879864d4180d8af9421565081\");\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-4\")\n",
       "   .init_gadfly();\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-7\")\n",
       "   .plotroot().data(\"unfocused_ygrid_color\", \"#D0D0E0\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-7\")\n",
       "   .plotroot().data(\"focused_ygrid_color\", \"#A0A0A0\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-8\")\n",
       "   .plotroot().data(\"unfocused_xgrid_color\", \"#D0D0E0\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-8\")\n",
       "   .plotroot().data(\"focused_xgrid_color\", \"#A0A0A0\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-13\")\n",
       "   .data(\"mouseover_color\", \"#CD5C5C\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-13\")\n",
       "   .data(\"mouseout_color\", \"#6A6A6A\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-13\")\n",
       "   .click(Gadfly.zoomslider_zoomin_click)\n",
       ".mouseenter(Gadfly.zoomslider_button_mouseover)\n",
       ".mouseleave(Gadfly.zoomslider_button_mouseout)\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-15\")\n",
       "   .data(\"max_pos\", 120.42)\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-15\")\n",
       "   .data(\"min_pos\", 103.42)\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-15\")\n",
       "   .click(Gadfly.zoomslider_track_click);\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-16\")\n",
       "   .data(\"max_pos\", 120.42)\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-16\")\n",
       "   .data(\"min_pos\", 103.42)\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-16\")\n",
       "   .data(\"mouseover_color\", \"#CD5C5C\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-16\")\n",
       "   .data(\"mouseout_color\", \"#6A6A6A\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-16\")\n",
       "   .drag(Gadfly.zoomslider_thumb_dragmove,\n",
       "     Gadfly.zoomslider_thumb_dragstart,\n",
       "     Gadfly.zoomslider_thumb_dragend)\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-17\")\n",
       "   .data(\"mouseover_color\", \"#CD5C5C\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-17\")\n",
       "   .data(\"mouseout_color\", \"#6A6A6A\")\n",
       ";\n",
       "fig.select(\"#fig-290c273879864d4180d8af9421565081-element-17\")\n",
       "   .click(Gadfly.zoomslider_zoomout_click)\n",
       ".mouseenter(Gadfly.zoomslider_button_mouseover)\n",
       ".mouseleave(Gadfly.zoomslider_button_mouseout)\n",
       ";\n",
       "    });\n",
       "]]> </script>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "Plot(...)"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot(x=words[idxs], y=dists)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "search: "
     ]
    },
    {
     "data": {
      "text/latex": [
       "\\texttt{analogy(wv, pos, neg, n=5)}\n",
       "Compute the analogy similarity between two lists of words. The positions and the similarity values of the top \\texttt{n} similar words will be returned.  For example,  \\texttt{king - man + woman = queen} will be  \\texttt{pos=[\"king\", \"woman\"], neg=[\"man\"]}.\n"
      ],
      "text/markdown": [
       "`analogy(wv, pos, neg, n=5)`\n",
       "\n",
       "Compute the analogy similarity between two lists of words. The positions and the similarity values of the top `n` similar words will be returned.  For example,  `king - man + woman = queen` will be  `pos=[\"king\", \"woman\"], neg=[\"man\"]`.\n"
      ],
      "text/plain": [
       "`analogy(wv, pos, neg, n=5)`\n",
       "\n",
       "Compute the analogy similarity between two lists of words. The positions and the similarity values of the top `n` similar words will be returned.  For example,  `king - man + woman = queen` will be  `pos=[\"king\", \"woman\"], neg=[\"man\"]`.\n"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "analogy analogy_words\n",
      "\n"
     ]
    }
   ],
   "source": [
    "?analogy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "([904,6854,1062,2033,527,12269,2076,3422],[0.29024117726721255,0.26277586168028433,0.253278904324895,0.25208853175214935,0.24775773633691375,0.24558402441677105,0.24309061947916874,0.2418303817434562])"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "indxs, dists = analogy(model, [\"king\", \"woman\"], [\"man\"], 8)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "image/png": [
       "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"
      ],
      "image/svg+xml": [
       "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\"\n",
       "     xmlns:xlink=\"http://www.w3.org/1999/xlink\"\n",
       "     xmlns:gadfly=\"http://www.gadflyjl.org/ns\"\n",
       "     version=\"1.2\"\n",
       "     width=\"141.42mm\" height=\"100mm\" viewBox=\"0 0 141.42 100\"\n",
       "     stroke=\"none\"\n",
       "     fill=\"#000000\"\n",
       "     stroke-width=\"0.3\"\n",
       "     font-size=\"3.88\"\n",
       ">\n",
       "<g class=\"plotroot yscalable\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-1\">\n",
       "  <g font-size=\"3.88\" font-family=\"'PT Sans','Helvetica Neue','Helvetica',sans-serif\" fill=\"#564A55\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-2\">\n",
       "    <text x=\"77.46\" y=\"88.39\" text-anchor=\"middle\" dy=\"0.6em\">x</text>\n",
       "  </g>\n",
       "  <g class=\"guide xlabels\" font-size=\"2.82\" font-family=\"'PT Sans Caption','Helvetica Neue','Helvetica',sans-serif\" fill=\"#6C606B\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-3\">\n",
       "    <text x=\"25.87\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">queen</text>\n",
       "    <text x=\"40.61\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">empress</text>\n",
       "    <text x=\"55.35\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">prince</text>\n",
       "    <text x=\"70.09\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">elizabeth</text>\n",
       "    <text x=\"84.83\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">emperor</text>\n",
       "    <text x=\"99.57\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">sigismund</text>\n",
       "    <text x=\"114.31\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">throne</text>\n",
       "    <text x=\"129.05\" y=\"81.72\" text-anchor=\"middle\" dy=\"0.6em\">princess</text>\n",
       "  </g>\n",
       "  <g clip-path=\"url(#fig-0b7a5156efd2443daaaa7df185af9296-element-5)\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-4\">\n",
       "    <g pointer-events=\"visible\" opacity=\"1\" fill=\"#000000\" fill-opacity=\"0.000\" stroke=\"#000000\" stroke-opacity=\"0.000\" class=\"guide background\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-6\">\n",
       "      <rect x=\"18.5\" y=\"5\" width=\"117.92\" height=\"75.72\"/>\n",
       "    </g>\n",
       "    <g class=\"guide ygridlines xfixed\" stroke-dasharray=\"0.5,0.5\" stroke-width=\"0.2\" stroke=\"#D0D0E0\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-7\">\n",
       "      <path fill=\"none\" d=\"M18.5,78.71 L 136.42 78.71\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,66.76 L 136.42 66.76\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,54.81 L 136.42 54.81\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,42.86 L 136.42 42.86\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,30.9 L 136.42 30.9\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,18.95 L 136.42 18.95\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,7 L 136.42 7\"/>\n",
       "    </g>\n",
       "    <g class=\"guide xgridlines yfixed\" stroke-dasharray=\"0.5,0.5\" stroke-width=\"0.2\" stroke=\"#D0D0E0\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-8\">\n",
       "      <path fill=\"none\" d=\"M33.24,5 L 33.24 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M47.98,5 L 47.98 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M62.72,5 L 62.72 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M77.46,5 L 77.46 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M92.2,5 L 92.2 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M106.94,5 L 106.94 80.72\"/>\n",
       "      <path fill=\"none\" d=\"M121.68,5 L 121.68 80.72\"/>\n",
       "    </g>\n",
       "    <g class=\"plotpanel\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-9\">\n",
       "      <g class=\"geometry\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-10\">\n",
       "        <g class=\"color_RGBA{Float32}(0.0f0,0.74736935f0,1.0f0,1.0f0)\" stroke=\"#FFFFFF\" stroke-width=\"0.3\" fill=\"#00BFFF\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-11\">\n",
       "          <circle cx=\"25.87\" cy=\"18.66\" r=\"0.9\"/>\n",
       "          <circle cx=\"40.61\" cy=\"51.49\" r=\"0.9\"/>\n",
       "          <circle cx=\"55.35\" cy=\"62.84\" r=\"0.9\"/>\n",
       "          <circle cx=\"70.09\" cy=\"64.27\" r=\"0.9\"/>\n",
       "          <circle cx=\"84.83\" cy=\"69.44\" r=\"0.9\"/>\n",
       "          <circle cx=\"99.57\" cy=\"72.04\" r=\"0.9\"/>\n",
       "          <circle cx=\"114.31\" cy=\"75.02\" r=\"0.9\"/>\n",
       "          <circle cx=\"129.05\" cy=\"76.53\" r=\"0.9\"/>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "  </g>\n",
       "  <g class=\"guide ylabels\" font-size=\"2.82\" font-family=\"'PT Sans Caption','Helvetica Neue','Helvetica',sans-serif\" fill=\"#6C606B\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-12\">\n",
       "    <text x=\"17.5\" y=\"78.71\" text-anchor=\"end\" dy=\"0.35em\">0.24</text>\n",
       "    <text x=\"17.5\" y=\"66.76\" text-anchor=\"end\" dy=\"0.35em\">0.25</text>\n",
       "    <text x=\"17.5\" y=\"54.81\" text-anchor=\"end\" dy=\"0.35em\">0.26</text>\n",
       "    <text x=\"17.5\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\">0.27</text>\n",
       "    <text x=\"17.5\" y=\"30.9\" text-anchor=\"end\" dy=\"0.35em\">0.28</text>\n",
       "    <text x=\"17.5\" y=\"18.95\" text-anchor=\"end\" dy=\"0.35em\">0.29</text>\n",
       "    <text x=\"17.5\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\">0.30</text>\n",
       "  </g>\n",
       "  <g font-size=\"3.88\" font-family=\"'PT Sans','Helvetica Neue','Helvetica',sans-serif\" fill=\"#564A55\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-13\">\n",
       "    <text x=\"8.81\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\">y</text>\n",
       "  </g>\n",
       "</g>\n",
       "<defs>\n",
       "<clipPath id=\"fig-0b7a5156efd2443daaaa7df185af9296-element-5\">\n",
       "  <path d=\"M18.5,5 L 136.42 5 136.42 80.72 18.5 80.72\" />\n",
       "</clipPath\n",
       "></defs>\n",
       "</svg>\n"
      ],
      "text/html": [
       "<?xml version=\"1.0\" encoding=\"UTF-8\"?>\n",
       "<svg xmlns=\"http://www.w3.org/2000/svg\"\n",
       "     xmlns:xlink=\"http://www.w3.org/1999/xlink\"\n",
       "     xmlns:gadfly=\"http://www.gadflyjl.org/ns\"\n",
       "     version=\"1.2\"\n",
       "     width=\"141.42mm\" height=\"100mm\" viewBox=\"0 0 141.42 100\"\n",
       "     stroke=\"none\"\n",
       "     fill=\"#000000\"\n",
       "     stroke-width=\"0.3\"\n",
       "     font-size=\"3.88\"\n",
       "\n",
       "     id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44\">\n",
       "<g class=\"plotroot yscalable\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-1\">\n",
       "  <g font-size=\"3.88\" font-family=\"'PT Sans','Helvetica Neue','Helvetica',sans-serif\" fill=\"#564A55\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-2\">\n",
       "    <text x=\"77.46\" y=\"88.39\" text-anchor=\"middle\" dy=\"0.6em\">x</text>\n",
       "  </g>\n",
       "  <g class=\"guide xlabels\" font-size=\"2.82\" font-family=\"'PT Sans Caption','Helvetica Neue','Helvetica',sans-serif\" fill=\"#6C606B\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-3\">\n",
       "    <text x=\"25.87\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">queen</text>\n",
       "    <text x=\"40.61\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">empress</text>\n",
       "    <text x=\"55.35\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">prince</text>\n",
       "    <text x=\"70.09\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">elizabeth</text>\n",
       "    <text x=\"84.83\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">emperor</text>\n",
       "    <text x=\"99.57\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">sigismund</text>\n",
       "    <text x=\"114.31\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">throne</text>\n",
       "    <text x=\"129.05\" y=\"84.39\" text-anchor=\"middle\" visibility=\"visible\" gadfly:scale=\"1.0\">princess</text>\n",
       "  </g>\n",
       "  <g clip-path=\"url(#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-5)\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-4\">\n",
       "    <g pointer-events=\"visible\" opacity=\"1\" fill=\"#000000\" fill-opacity=\"0.000\" stroke=\"#000000\" stroke-opacity=\"0.000\" class=\"guide background\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-6\">\n",
       "      <rect x=\"18.5\" y=\"5\" width=\"117.92\" height=\"75.72\"/>\n",
       "    </g>\n",
       "    <g class=\"guide ygridlines xfixed\" stroke-dasharray=\"0.5,0.5\" stroke-width=\"0.2\" stroke=\"#D0D0E0\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-7\">\n",
       "      <path fill=\"none\" d=\"M18.5,162.38 L 136.42 162.38\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,150.43 L 136.42 150.43\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,138.48 L 136.42 138.48\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,126.52 L 136.42 126.52\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,114.57 L 136.42 114.57\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,102.62 L 136.42 102.62\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,90.67 L 136.42 90.67\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,78.71 L 136.42 78.71\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,66.76 L 136.42 66.76\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,54.81 L 136.42 54.81\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,42.86 L 136.42 42.86\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,30.9 L 136.42 30.9\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,18.95 L 136.42 18.95\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,7 L 136.42 7\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-4.95 L 136.42 -4.95\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-16.91 L 136.42 -16.91\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-28.86 L 136.42 -28.86\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-40.81 L 136.42 -40.81\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-52.76 L 136.42 -52.76\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-64.72 L 136.42 -64.72\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-76.67 L 136.42 -76.67\" visibility=\"hidden\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,150.43 L 136.42 150.43\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,148.04 L 136.42 148.04\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,145.65 L 136.42 145.65\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,143.26 L 136.42 143.26\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,140.87 L 136.42 140.87\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,138.48 L 136.42 138.48\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,136.09 L 136.42 136.09\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,133.7 L 136.42 133.7\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,131.31 L 136.42 131.31\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,128.92 L 136.42 128.92\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,126.52 L 136.42 126.52\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,124.13 L 136.42 124.13\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,121.74 L 136.42 121.74\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,119.35 L 136.42 119.35\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,116.96 L 136.42 116.96\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,114.57 L 136.42 114.57\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,112.18 L 136.42 112.18\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,109.79 L 136.42 109.79\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,107.4 L 136.42 107.4\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,105.01 L 136.42 105.01\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,102.62 L 136.42 102.62\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,100.23 L 136.42 100.23\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,97.84 L 136.42 97.84\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,95.45 L 136.42 95.45\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,93.06 L 136.42 93.06\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,90.67 L 136.42 90.67\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,88.28 L 136.42 88.28\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,85.89 L 136.42 85.89\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,83.5 L 136.42 83.5\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,81.11 L 136.42 81.11\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,78.71 L 136.42 78.71\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,76.32 L 136.42 76.32\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,73.93 L 136.42 73.93\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,71.54 L 136.42 71.54\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,69.15 L 136.42 69.15\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,66.76 L 136.42 66.76\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,64.37 L 136.42 64.37\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,61.98 L 136.42 61.98\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,59.59 L 136.42 59.59\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,57.2 L 136.42 57.2\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,54.81 L 136.42 54.81\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,52.42 L 136.42 52.42\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,50.03 L 136.42 50.03\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,47.64 L 136.42 47.64\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,45.25 L 136.42 45.25\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,42.86 L 136.42 42.86\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,40.47 L 136.42 40.47\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,38.08 L 136.42 38.08\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,35.69 L 136.42 35.69\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,33.3 L 136.42 33.3\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,30.9 L 136.42 30.9\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,28.51 L 136.42 28.51\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,26.12 L 136.42 26.12\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,23.73 L 136.42 23.73\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,21.34 L 136.42 21.34\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,18.95 L 136.42 18.95\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,16.56 L 136.42 16.56\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,14.17 L 136.42 14.17\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,11.78 L 136.42 11.78\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,9.39 L 136.42 9.39\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,7 L 136.42 7\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,4.61 L 136.42 4.61\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,2.22 L 136.42 2.22\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-0.17 L 136.42 -0.17\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-2.56 L 136.42 -2.56\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-4.95 L 136.42 -4.95\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-7.34 L 136.42 -7.34\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-9.73 L 136.42 -9.73\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-12.12 L 136.42 -12.12\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-14.51 L 136.42 -14.51\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-16.91 L 136.42 -16.91\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-19.3 L 136.42 -19.3\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-21.69 L 136.42 -21.69\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-24.08 L 136.42 -24.08\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-26.47 L 136.42 -26.47\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-28.86 L 136.42 -28.86\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-31.25 L 136.42 -31.25\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-33.64 L 136.42 -33.64\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-36.03 L 136.42 -36.03\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-38.42 L 136.42 -38.42\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-40.81 L 136.42 -40.81\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-43.2 L 136.42 -43.2\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-45.59 L 136.42 -45.59\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-47.98 L 136.42 -47.98\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-50.37 L 136.42 -50.37\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-52.76 L 136.42 -52.76\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-55.15 L 136.42 -55.15\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-57.54 L 136.42 -57.54\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-59.93 L 136.42 -59.93\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-62.32 L 136.42 -62.32\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-64.72 L 136.42 -64.72\" visibility=\"hidden\" gadfly:scale=\"10.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,246.05 L 136.42 246.05\" visibility=\"hidden\" gadfly:scale=\"0.5\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,126.52 L 136.42 126.52\" visibility=\"hidden\" gadfly:scale=\"0.5\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,7 L 136.42 7\" visibility=\"hidden\" gadfly:scale=\"0.5\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-112.53 L 136.42 -112.53\" visibility=\"hidden\" gadfly:scale=\"0.5\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,150.43 L 136.42 150.43\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,144.45 L 136.42 144.45\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,138.48 L 136.42 138.48\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,132.5 L 136.42 132.5\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,126.52 L 136.42 126.52\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,120.55 L 136.42 120.55\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,114.57 L 136.42 114.57\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,108.6 L 136.42 108.6\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,102.62 L 136.42 102.62\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,96.64 L 136.42 96.64\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,90.67 L 136.42 90.67\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,84.69 L 136.42 84.69\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,78.71 L 136.42 78.71\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,72.74 L 136.42 72.74\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,66.76 L 136.42 66.76\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,60.79 L 136.42 60.79\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,54.81 L 136.42 54.81\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,48.83 L 136.42 48.83\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,42.86 L 136.42 42.86\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,36.88 L 136.42 36.88\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,30.9 L 136.42 30.9\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,24.93 L 136.42 24.93\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,18.95 L 136.42 18.95\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,12.98 L 136.42 12.98\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,7 L 136.42 7\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,1.02 L 136.42 1.02\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-4.95 L 136.42 -4.95\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-10.93 L 136.42 -10.93\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-16.91 L 136.42 -16.91\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-22.88 L 136.42 -22.88\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-28.86 L 136.42 -28.86\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-34.83 L 136.42 -34.83\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-40.81 L 136.42 -40.81\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-46.79 L 136.42 -46.79\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-52.76 L 136.42 -52.76\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-58.74 L 136.42 -58.74\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "      <path fill=\"none\" d=\"M18.5,-64.72 L 136.42 -64.72\" visibility=\"hidden\" gadfly:scale=\"5.0\"/>\n",
       "    </g>\n",
       "    <g class=\"guide xgridlines yfixed\" stroke-dasharray=\"0.5,0.5\" stroke-width=\"0.2\" stroke=\"#D0D0E0\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-8\">\n",
       "      <path fill=\"none\" d=\"M33.24,5 L 33.24 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M47.98,5 L 47.98 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M62.72,5 L 62.72 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M77.46,5 L 77.46 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M92.2,5 L 92.2 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M106.94,5 L 106.94 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "      <path fill=\"none\" d=\"M121.68,5 L 121.68 80.72\" visibility=\"visible\" gadfly:scale=\"1.0\"/>\n",
       "    </g>\n",
       "    <g class=\"plotpanel\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-9\">\n",
       "      <g class=\"geometry\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-10\">\n",
       "        <g class=\"color_RGBA{Float32}(0.0f0,0.74736935f0,1.0f0,1.0f0)\" stroke=\"#FFFFFF\" stroke-width=\"0.3\" fill=\"#00BFFF\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-11\">\n",
       "          <circle cx=\"25.87\" cy=\"18.66\" r=\"0.9\"/>\n",
       "          <circle cx=\"40.61\" cy=\"51.49\" r=\"0.9\"/>\n",
       "          <circle cx=\"55.35\" cy=\"62.84\" r=\"0.9\"/>\n",
       "          <circle cx=\"70.09\" cy=\"64.27\" r=\"0.9\"/>\n",
       "          <circle cx=\"84.83\" cy=\"69.44\" r=\"0.9\"/>\n",
       "          <circle cx=\"99.57\" cy=\"72.04\" r=\"0.9\"/>\n",
       "          <circle cx=\"114.31\" cy=\"75.02\" r=\"0.9\"/>\n",
       "          <circle cx=\"129.05\" cy=\"76.53\" r=\"0.9\"/>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "    <g opacity=\"0\" class=\"guide zoomslider\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-12\">\n",
       "      <g fill=\"#EAEAEA\" stroke-width=\"0.3\" stroke-opacity=\"0\" stroke=\"#6A6A6A\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-13\">\n",
       "        <rect x=\"129.42\" y=\"8\" width=\"4\" height=\"4\"/>\n",
       "        <g class=\"button_logo\" fill=\"#6A6A6A\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-14\">\n",
       "          <path d=\"M130.22,9.6 L 131.02 9.6 131.02 8.8 131.82 8.8 131.82 9.6 132.62 9.6 132.62 10.4 131.82 10.4 131.82 11.2 131.02 11.2 131.02 10.4 130.22 10.4 z\"/>\n",
       "        </g>\n",
       "      </g>\n",
       "      <g fill=\"#EAEAEA\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-15\">\n",
       "        <rect x=\"109.92\" y=\"8\" width=\"19\" height=\"4\"/>\n",
       "      </g>\n",
       "      <g class=\"zoomslider_thumb\" fill=\"#6A6A6A\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-16\">\n",
       "        <rect x=\"118.42\" y=\"8\" width=\"2\" height=\"4\"/>\n",
       "      </g>\n",
       "      <g fill=\"#EAEAEA\" stroke-width=\"0.3\" stroke-opacity=\"0\" stroke=\"#6A6A6A\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-17\">\n",
       "        <rect x=\"105.42\" y=\"8\" width=\"4\" height=\"4\"/>\n",
       "        <g class=\"button_logo\" fill=\"#6A6A6A\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-18\">\n",
       "          <path d=\"M106.22,9.6 L 108.62 9.6 108.62 10.4 106.22 10.4 z\"/>\n",
       "        </g>\n",
       "      </g>\n",
       "    </g>\n",
       "  </g>\n",
       "  <g class=\"guide ylabels\" font-size=\"2.82\" font-family=\"'PT Sans Caption','Helvetica Neue','Helvetica',sans-serif\" fill=\"#6C606B\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-19\">\n",
       "    <text x=\"17.5\" y=\"162.38\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.17</text>\n",
       "    <text x=\"17.5\" y=\"150.43\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.18</text>\n",
       "    <text x=\"17.5\" y=\"138.48\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.19</text>\n",
       "    <text x=\"17.5\" y=\"126.52\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.20</text>\n",
       "    <text x=\"17.5\" y=\"114.57\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.21</text>\n",
       "    <text x=\"17.5\" y=\"102.62\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.22</text>\n",
       "    <text x=\"17.5\" y=\"90.67\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.23</text>\n",
       "    <text x=\"17.5\" y=\"78.71\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.24</text>\n",
       "    <text x=\"17.5\" y=\"66.76\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.25</text>\n",
       "    <text x=\"17.5\" y=\"54.81\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.26</text>\n",
       "    <text x=\"17.5\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.27</text>\n",
       "    <text x=\"17.5\" y=\"30.9\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.28</text>\n",
       "    <text x=\"17.5\" y=\"18.95\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.29</text>\n",
       "    <text x=\"17.5\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"visible\" gadfly:scale=\"1.0\">0.30</text>\n",
       "    <text x=\"17.5\" y=\"-4.95\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.31</text>\n",
       "    <text x=\"17.5\" y=\"-16.91\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.32</text>\n",
       "    <text x=\"17.5\" y=\"-28.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.33</text>\n",
       "    <text x=\"17.5\" y=\"-40.81\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.34</text>\n",
       "    <text x=\"17.5\" y=\"-52.76\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.35</text>\n",
       "    <text x=\"17.5\" y=\"-64.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.36</text>\n",
       "    <text x=\"17.5\" y=\"-76.67\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"1.0\">0.37</text>\n",
       "    <text x=\"17.5\" y=\"150.43\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.180</text>\n",
       "    <text x=\"17.5\" y=\"148.04\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.182</text>\n",
       "    <text x=\"17.5\" y=\"145.65\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.184</text>\n",
       "    <text x=\"17.5\" y=\"143.26\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.186</text>\n",
       "    <text x=\"17.5\" y=\"140.87\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.188</text>\n",
       "    <text x=\"17.5\" y=\"138.48\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.190</text>\n",
       "    <text x=\"17.5\" y=\"136.09\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.192</text>\n",
       "    <text x=\"17.5\" y=\"133.7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.194</text>\n",
       "    <text x=\"17.5\" y=\"131.31\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.196</text>\n",
       "    <text x=\"17.5\" y=\"128.92\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.198</text>\n",
       "    <text x=\"17.5\" y=\"126.52\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.200</text>\n",
       "    <text x=\"17.5\" y=\"124.13\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.202</text>\n",
       "    <text x=\"17.5\" y=\"121.74\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.204</text>\n",
       "    <text x=\"17.5\" y=\"119.35\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.206</text>\n",
       "    <text x=\"17.5\" y=\"116.96\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.208</text>\n",
       "    <text x=\"17.5\" y=\"114.57\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.210</text>\n",
       "    <text x=\"17.5\" y=\"112.18\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.212</text>\n",
       "    <text x=\"17.5\" y=\"109.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.214</text>\n",
       "    <text x=\"17.5\" y=\"107.4\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.216</text>\n",
       "    <text x=\"17.5\" y=\"105.01\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.218</text>\n",
       "    <text x=\"17.5\" y=\"102.62\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.220</text>\n",
       "    <text x=\"17.5\" y=\"100.23\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.222</text>\n",
       "    <text x=\"17.5\" y=\"97.84\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.224</text>\n",
       "    <text x=\"17.5\" y=\"95.45\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.226</text>\n",
       "    <text x=\"17.5\" y=\"93.06\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.228</text>\n",
       "    <text x=\"17.5\" y=\"90.67\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.230</text>\n",
       "    <text x=\"17.5\" y=\"88.28\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.232</text>\n",
       "    <text x=\"17.5\" y=\"85.89\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.234</text>\n",
       "    <text x=\"17.5\" y=\"83.5\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.236</text>\n",
       "    <text x=\"17.5\" y=\"81.11\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.238</text>\n",
       "    <text x=\"17.5\" y=\"78.71\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.240</text>\n",
       "    <text x=\"17.5\" y=\"76.32\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.242</text>\n",
       "    <text x=\"17.5\" y=\"73.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.244</text>\n",
       "    <text x=\"17.5\" y=\"71.54\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.246</text>\n",
       "    <text x=\"17.5\" y=\"69.15\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.248</text>\n",
       "    <text x=\"17.5\" y=\"66.76\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.250</text>\n",
       "    <text x=\"17.5\" y=\"64.37\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.252</text>\n",
       "    <text x=\"17.5\" y=\"61.98\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.254</text>\n",
       "    <text x=\"17.5\" y=\"59.59\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.256</text>\n",
       "    <text x=\"17.5\" y=\"57.2\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.258</text>\n",
       "    <text x=\"17.5\" y=\"54.81\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.260</text>\n",
       "    <text x=\"17.5\" y=\"52.42\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.262</text>\n",
       "    <text x=\"17.5\" y=\"50.03\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.264</text>\n",
       "    <text x=\"17.5\" y=\"47.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.266</text>\n",
       "    <text x=\"17.5\" y=\"45.25\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.268</text>\n",
       "    <text x=\"17.5\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.270</text>\n",
       "    <text x=\"17.5\" y=\"40.47\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.272</text>\n",
       "    <text x=\"17.5\" y=\"38.08\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.274</text>\n",
       "    <text x=\"17.5\" y=\"35.69\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.276</text>\n",
       "    <text x=\"17.5\" y=\"33.3\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.278</text>\n",
       "    <text x=\"17.5\" y=\"30.9\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.280</text>\n",
       "    <text x=\"17.5\" y=\"28.51\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.282</text>\n",
       "    <text x=\"17.5\" y=\"26.12\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.284</text>\n",
       "    <text x=\"17.5\" y=\"23.73\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.286</text>\n",
       "    <text x=\"17.5\" y=\"21.34\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.288</text>\n",
       "    <text x=\"17.5\" y=\"18.95\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.290</text>\n",
       "    <text x=\"17.5\" y=\"16.56\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.292</text>\n",
       "    <text x=\"17.5\" y=\"14.17\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.294</text>\n",
       "    <text x=\"17.5\" y=\"11.78\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.296</text>\n",
       "    <text x=\"17.5\" y=\"9.39\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.298</text>\n",
       "    <text x=\"17.5\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.300</text>\n",
       "    <text x=\"17.5\" y=\"4.61\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.302</text>\n",
       "    <text x=\"17.5\" y=\"2.22\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.304</text>\n",
       "    <text x=\"17.5\" y=\"-0.17\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.306</text>\n",
       "    <text x=\"17.5\" y=\"-2.56\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.308</text>\n",
       "    <text x=\"17.5\" y=\"-4.95\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.310</text>\n",
       "    <text x=\"17.5\" y=\"-7.34\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.312</text>\n",
       "    <text x=\"17.5\" y=\"-9.73\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.314</text>\n",
       "    <text x=\"17.5\" y=\"-12.12\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.316</text>\n",
       "    <text x=\"17.5\" y=\"-14.51\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.318</text>\n",
       "    <text x=\"17.5\" y=\"-16.91\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.320</text>\n",
       "    <text x=\"17.5\" y=\"-19.3\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.322</text>\n",
       "    <text x=\"17.5\" y=\"-21.69\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.324</text>\n",
       "    <text x=\"17.5\" y=\"-24.08\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.326</text>\n",
       "    <text x=\"17.5\" y=\"-26.47\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.328</text>\n",
       "    <text x=\"17.5\" y=\"-28.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.330</text>\n",
       "    <text x=\"17.5\" y=\"-31.25\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.332</text>\n",
       "    <text x=\"17.5\" y=\"-33.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.334</text>\n",
       "    <text x=\"17.5\" y=\"-36.03\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.336</text>\n",
       "    <text x=\"17.5\" y=\"-38.42\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.338</text>\n",
       "    <text x=\"17.5\" y=\"-40.81\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.340</text>\n",
       "    <text x=\"17.5\" y=\"-43.2\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.342</text>\n",
       "    <text x=\"17.5\" y=\"-45.59\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.344</text>\n",
       "    <text x=\"17.5\" y=\"-47.98\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.346</text>\n",
       "    <text x=\"17.5\" y=\"-50.37\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.348</text>\n",
       "    <text x=\"17.5\" y=\"-52.76\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.350</text>\n",
       "    <text x=\"17.5\" y=\"-55.15\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.352</text>\n",
       "    <text x=\"17.5\" y=\"-57.54\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.354</text>\n",
       "    <text x=\"17.5\" y=\"-59.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.356</text>\n",
       "    <text x=\"17.5\" y=\"-62.32\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.358</text>\n",
       "    <text x=\"17.5\" y=\"-64.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"10.0\">0.360</text>\n",
       "    <text x=\"17.5\" y=\"246.05\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"0.5\">0.1</text>\n",
       "    <text x=\"17.5\" y=\"126.52\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"0.5\">0.2</text>\n",
       "    <text x=\"17.5\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"0.5\">0.3</text>\n",
       "    <text x=\"17.5\" y=\"-112.53\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"0.5\">0.4</text>\n",
       "    <text x=\"17.5\" y=\"150.43\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.180</text>\n",
       "    <text x=\"17.5\" y=\"144.45\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.185</text>\n",
       "    <text x=\"17.5\" y=\"138.48\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.190</text>\n",
       "    <text x=\"17.5\" y=\"132.5\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.195</text>\n",
       "    <text x=\"17.5\" y=\"126.52\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.200</text>\n",
       "    <text x=\"17.5\" y=\"120.55\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.205</text>\n",
       "    <text x=\"17.5\" y=\"114.57\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.210</text>\n",
       "    <text x=\"17.5\" y=\"108.6\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.215</text>\n",
       "    <text x=\"17.5\" y=\"102.62\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.220</text>\n",
       "    <text x=\"17.5\" y=\"96.64\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.225</text>\n",
       "    <text x=\"17.5\" y=\"90.67\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.230</text>\n",
       "    <text x=\"17.5\" y=\"84.69\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.235</text>\n",
       "    <text x=\"17.5\" y=\"78.71\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.240</text>\n",
       "    <text x=\"17.5\" y=\"72.74\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.245</text>\n",
       "    <text x=\"17.5\" y=\"66.76\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.250</text>\n",
       "    <text x=\"17.5\" y=\"60.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.255</text>\n",
       "    <text x=\"17.5\" y=\"54.81\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.260</text>\n",
       "    <text x=\"17.5\" y=\"48.83\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.265</text>\n",
       "    <text x=\"17.5\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.270</text>\n",
       "    <text x=\"17.5\" y=\"36.88\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.275</text>\n",
       "    <text x=\"17.5\" y=\"30.9\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.280</text>\n",
       "    <text x=\"17.5\" y=\"24.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.285</text>\n",
       "    <text x=\"17.5\" y=\"18.95\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.290</text>\n",
       "    <text x=\"17.5\" y=\"12.98\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.295</text>\n",
       "    <text x=\"17.5\" y=\"7\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.300</text>\n",
       "    <text x=\"17.5\" y=\"1.02\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.305</text>\n",
       "    <text x=\"17.5\" y=\"-4.95\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.310</text>\n",
       "    <text x=\"17.5\" y=\"-10.93\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.315</text>\n",
       "    <text x=\"17.5\" y=\"-16.91\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.320</text>\n",
       "    <text x=\"17.5\" y=\"-22.88\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.325</text>\n",
       "    <text x=\"17.5\" y=\"-28.86\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.330</text>\n",
       "    <text x=\"17.5\" y=\"-34.83\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.335</text>\n",
       "    <text x=\"17.5\" y=\"-40.81\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.340</text>\n",
       "    <text x=\"17.5\" y=\"-46.79\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.345</text>\n",
       "    <text x=\"17.5\" y=\"-52.76\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.350</text>\n",
       "    <text x=\"17.5\" y=\"-58.74\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.355</text>\n",
       "    <text x=\"17.5\" y=\"-64.72\" text-anchor=\"end\" dy=\"0.35em\" visibility=\"hidden\" gadfly:scale=\"5.0\">0.360</text>\n",
       "  </g>\n",
       "  <g font-size=\"3.88\" font-family=\"'PT Sans','Helvetica Neue','Helvetica',sans-serif\" fill=\"#564A55\" stroke=\"#000000\" stroke-opacity=\"0.000\" id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-20\">\n",
       "    <text x=\"8.81\" y=\"42.86\" text-anchor=\"end\" dy=\"0.35em\">y</text>\n",
       "  </g>\n",
       "</g>\n",
       "<defs>\n",
       "<clipPath id=\"fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-5\">\n",
       "  <path d=\"M18.5,5 L 136.42 5 136.42 80.72 18.5 80.72\" />\n",
       "</clipPath\n",
       "></defs>\n",
       "<script> <![CDATA[\n",
       "(function(N){var k=/[\\.\\/]/,L=/\\s*,\\s*/,C=function(a,d){return a-d},a,v,y={n:{}},M=function(){for(var a=0,d=this.length;a<d;a++)if(\"undefined\"!=typeof this[a])return this[a]},A=function(){for(var a=this.length;--a;)if(\"undefined\"!=typeof this[a])return this[a]},w=function(k,d){k=String(k);var f=v,n=Array.prototype.slice.call(arguments,2),u=w.listeners(k),p=0,b,q=[],e={},l=[],r=a;l.firstDefined=M;l.lastDefined=A;a=k;for(var s=v=0,x=u.length;s<x;s++)\"zIndex\"in u[s]&&(q.push(u[s].zIndex),0>u[s].zIndex&&\n",
       "(e[u[s].zIndex]=u[s]));for(q.sort(C);0>q[p];)if(b=e[q[p++] ],l.push(b.apply(d,n)),v)return v=f,l;for(s=0;s<x;s++)if(b=u[s],\"zIndex\"in b)if(b.zIndex==q[p]){l.push(b.apply(d,n));if(v)break;do if(p++,(b=e[q[p] ])&&l.push(b.apply(d,n)),v)break;while(b)}else e[b.zIndex]=b;else if(l.push(b.apply(d,n)),v)break;v=f;a=r;return l};w._events=y;w.listeners=function(a){a=a.split(k);var d=y,f,n,u,p,b,q,e,l=[d],r=[];u=0;for(p=a.length;u<p;u++){e=[];b=0;for(q=l.length;b<q;b++)for(d=l[b].n,f=[d[a[u] ],d[\"*\"] ],n=2;n--;)if(d=\n",
       "f[n])e.push(d),r=r.concat(d.f||[]);l=e}return r};w.on=function(a,d){a=String(a);if(\"function\"!=typeof d)return function(){};for(var f=a.split(L),n=0,u=f.length;n<u;n++)(function(a){a=a.split(k);for(var b=y,f,e=0,l=a.length;e<l;e++)b=b.n,b=b.hasOwnProperty(a[e])&&b[a[e] ]||(b[a[e] ]={n:{}});b.f=b.f||[];e=0;for(l=b.f.length;e<l;e++)if(b.f[e]==d){f=!0;break}!f&&b.f.push(d)})(f[n]);return function(a){+a==+a&&(d.zIndex=+a)}};w.f=function(a){var d=[].slice.call(arguments,1);return function(){w.apply(null,\n",
       "[a,null].concat(d).concat([].slice.call(arguments,0)))}};w.stop=function(){v=1};w.nt=function(k){return k?(new RegExp(\"(?:\\\\.|\\\\/|^)\"+k+\"(?:\\\\.|\\\\/|$)\")).test(a):a};w.nts=function(){return a.split(k)};w.off=w.unbind=function(a,d){if(a){var f=a.split(L);if(1<f.length)for(var n=0,u=f.length;n<u;n++)w.off(f[n],d);else{for(var f=a.split(k),p,b,q,e,l=[y],n=0,u=f.length;n<u;n++)for(e=0;e<l.length;e+=q.length-2){q=[e,1];p=l[e].n;if(\"*\"!=f[n])p[f[n] ]&&q.push(p[f[n] ]);else for(b in p)p.hasOwnProperty(b)&&\n",
       "q.push(p[b]);l.splice.apply(l,q)}n=0;for(u=l.length;n<u;n++)for(p=l[n];p.n;){if(d){if(p.f){e=0;for(f=p.f.length;e<f;e++)if(p.f[e]==d){p.f.splice(e,1);break}!p.f.length&&delete p.f}for(b in p.n)if(p.n.hasOwnProperty(b)&&p.n[b].f){q=p.n[b].f;e=0;for(f=q.length;e<f;e++)if(q[e]==d){q.splice(e,1);break}!q.length&&delete p.n[b].f}}else for(b in delete p.f,p.n)p.n.hasOwnProperty(b)&&p.n[b].f&&delete p.n[b].f;p=p.n}}}else w._events=y={n:{}}};w.once=function(a,d){var f=function(){w.unbind(a,f);return d.apply(this,\n",
       "arguments)};return w.on(a,f)};w.version=\"0.4.2\";w.toString=function(){return\"You are running Eve 0.4.2\"};\"undefined\"!=typeof module&&module.exports?module.exports=w:\"function\"===typeof define&&define.amd?define(\"eve\",[],function(){return w}):N.eve=w})(this);\n",
       "(function(N,k){\"function\"===typeof define&&define.amd?define(\"Snap.svg\",[\"eve\"],function(L){return k(N,L)}):k(N,N.eve)})(this,function(N,k){var L=function(a){var k={},y=N.requestAnimationFrame||N.webkitRequestAnimationFrame||N.mozRequestAnimationFrame||N.oRequestAnimationFrame||N.msRequestAnimationFrame||function(a){setTimeout(a,16)},M=Array.isArray||function(a){return a instanceof Array||\"[object Array]\"==Object.prototype.toString.call(a)},A=0,w=\"M\"+(+new Date).toString(36),z=function(a){if(null==\n",
       "a)return this.s;var b=this.s-a;this.b+=this.dur*b;this.B+=this.dur*b;this.s=a},d=function(a){if(null==a)return this.spd;this.spd=a},f=function(a){if(null==a)return this.dur;this.s=this.s*a/this.dur;this.dur=a},n=function(){delete k[this.id];this.update();a(\"mina.stop.\"+this.id,this)},u=function(){this.pdif||(delete k[this.id],this.update(),this.pdif=this.get()-this.b)},p=function(){this.pdif&&(this.b=this.get()-this.pdif,delete this.pdif,k[this.id]=this)},b=function(){var a;if(M(this.start)){a=[];\n",
       "for(var b=0,e=this.start.length;b<e;b++)a[b]=+this.start[b]+(this.end[b]-this.start[b])*this.easing(this.s)}else a=+this.start+(this.end-this.start)*this.easing(this.s);this.set(a)},q=function(){var l=0,b;for(b in k)if(k.hasOwnProperty(b)){var e=k[b],f=e.get();l++;e.s=(f-e.b)/(e.dur/e.spd);1<=e.s&&(delete k[b],e.s=1,l--,function(b){setTimeout(function(){a(\"mina.finish.\"+b.id,b)})}(e));e.update()}l&&y(q)},e=function(a,r,s,x,G,h,J){a={id:w+(A++).toString(36),start:a,end:r,b:s,s:0,dur:x-s,spd:1,get:G,\n",
       "set:h,easing:J||e.linear,status:z,speed:d,duration:f,stop:n,pause:u,resume:p,update:b};k[a.id]=a;r=0;for(var K in k)if(k.hasOwnProperty(K)&&(r++,2==r))break;1==r&&y(q);return a};e.time=Date.now||function(){return+new Date};e.getById=function(a){return k[a]||null};e.linear=function(a){return a};e.easeout=function(a){return Math.pow(a,1.7)};e.easein=function(a){return Math.pow(a,0.48)};e.easeinout=function(a){if(1==a)return 1;if(0==a)return 0;var b=0.48-a/1.04,e=Math.sqrt(0.1734+b*b);a=e-b;a=Math.pow(Math.abs(a),\n",
       "1/3)*(0>a?-1:1);b=-e-b;b=Math.pow(Math.abs(b),1/3)*(0>b?-1:1);a=a+b+0.5;return 3*(1-a)*a*a+a*a*a};e.backin=function(a){return 1==a?1:a*a*(2.70158*a-1.70158)};e.backout=function(a){if(0==a)return 0;a-=1;return a*a*(2.70158*a+1.70158)+1};e.elastic=function(a){return a==!!a?a:Math.pow(2,-10*a)*Math.sin(2*(a-0.075)*Math.PI/0.3)+1};e.bounce=function(a){a<1/2.75?a*=7.5625*a:a<2/2.75?(a-=1.5/2.75,a=7.5625*a*a+0.75):a<2.5/2.75?(a-=2.25/2.75,a=7.5625*a*a+0.9375):(a-=2.625/2.75,a=7.5625*a*a+0.984375);return a};\n",
       "return N.mina=e}(\"undefined\"==typeof k?function(){}:k),C=function(){function a(c,t){if(c){if(c.tagName)return x(c);if(y(c,\"array\")&&a.set)return a.set.apply(a,c);if(c instanceof e)return c;if(null==t)return c=G.doc.querySelector(c),x(c)}return new s(null==c?\"100%\":c,null==t?\"100%\":t)}function v(c,a){if(a){\"#text\"==c&&(c=G.doc.createTextNode(a.text||\"\"));\"string\"==typeof c&&(c=v(c));if(\"string\"==typeof a)return\"xlink:\"==a.substring(0,6)?c.getAttributeNS(m,a.substring(6)):\"xml:\"==a.substring(0,4)?c.getAttributeNS(la,\n",
       "a.substring(4)):c.getAttribute(a);for(var da in a)if(a[h](da)){var b=J(a[da]);b?\"xlink:\"==da.substring(0,6)?c.setAttributeNS(m,da.substring(6),b):\"xml:\"==da.substring(0,4)?c.setAttributeNS(la,da.substring(4),b):c.setAttribute(da,b):c.removeAttribute(da)}}else c=G.doc.createElementNS(la,c);return c}function y(c,a){a=J.prototype.toLowerCase.call(a);return\"finite\"==a?isFinite(c):\"array\"==a&&(c instanceof Array||Array.isArray&&Array.isArray(c))?!0:\"null\"==a&&null===c||a==typeof c&&null!==c||\"object\"==\n",
       "a&&c===Object(c)||$.call(c).slice(8,-1).toLowerCase()==a}function M(c){if(\"function\"==typeof c||Object(c)!==c)return c;var a=new c.constructor,b;for(b in c)c[h](b)&&(a[b]=M(c[b]));return a}function A(c,a,b){function m(){var e=Array.prototype.slice.call(arguments,0),f=e.join(\"\\u2400\"),d=m.cache=m.cache||{},l=m.count=m.count||[];if(d[h](f)){a:for(var e=l,l=f,B=0,H=e.length;B<H;B++)if(e[B]===l){e.push(e.splice(B,1)[0]);break a}return b?b(d[f]):d[f]}1E3<=l.length&&delete d[l.shift()];l.push(f);d[f]=c.apply(a,\n",
       "e);return b?b(d[f]):d[f]}return m}function w(c,a,b,m,e,f){return null==e?(c-=b,a-=m,c||a?(180*I.atan2(-a,-c)/C+540)%360:0):w(c,a,e,f)-w(b,m,e,f)}function z(c){return c%360*C/180}function d(c){var a=[];c=c.replace(/(?:^|\\s)(\\w+)\\(([^)]+)\\)/g,function(c,b,m){m=m.split(/\\s*,\\s*|\\s+/);\"rotate\"==b&&1==m.length&&m.push(0,0);\"scale\"==b&&(2<m.length?m=m.slice(0,2):2==m.length&&m.push(0,0),1==m.length&&m.push(m[0],0,0));\"skewX\"==b?a.push([\"m\",1,0,I.tan(z(m[0])),1,0,0]):\"skewY\"==b?a.push([\"m\",1,I.tan(z(m[0])),\n",
       "0,1,0,0]):a.push([b.charAt(0)].concat(m));return c});return a}function f(c,t){var b=O(c),m=new a.Matrix;if(b)for(var e=0,f=b.length;e<f;e++){var h=b[e],d=h.length,B=J(h[0]).toLowerCase(),H=h[0]!=B,l=H?m.invert():0,E;\"t\"==B&&2==d?m.translate(h[1],0):\"t\"==B&&3==d?H?(d=l.x(0,0),B=l.y(0,0),H=l.x(h[1],h[2]),l=l.y(h[1],h[2]),m.translate(H-d,l-B)):m.translate(h[1],h[2]):\"r\"==B?2==d?(E=E||t,m.rotate(h[1],E.x+E.width/2,E.y+E.height/2)):4==d&&(H?(H=l.x(h[2],h[3]),l=l.y(h[2],h[3]),m.rotate(h[1],H,l)):m.rotate(h[1],\n",
       "h[2],h[3])):\"s\"==B?2==d||3==d?(E=E||t,m.scale(h[1],h[d-1],E.x+E.width/2,E.y+E.height/2)):4==d?H?(H=l.x(h[2],h[3]),l=l.y(h[2],h[3]),m.scale(h[1],h[1],H,l)):m.scale(h[1],h[1],h[2],h[3]):5==d&&(H?(H=l.x(h[3],h[4]),l=l.y(h[3],h[4]),m.scale(h[1],h[2],H,l)):m.scale(h[1],h[2],h[3],h[4])):\"m\"==B&&7==d&&m.add(h[1],h[2],h[3],h[4],h[5],h[6])}return m}function n(c,t){if(null==t){var m=!0;t=\"linearGradient\"==c.type||\"radialGradient\"==c.type?c.node.getAttribute(\"gradientTransform\"):\"pattern\"==c.type?c.node.getAttribute(\"patternTransform\"):\n",
       "c.node.getAttribute(\"transform\");if(!t)return new a.Matrix;t=d(t)}else t=a._.rgTransform.test(t)?J(t).replace(/\\.{3}|\\u2026/g,c._.transform||aa):d(t),y(t,\"array\")&&(t=a.path?a.path.toString.call(t):J(t)),c._.transform=t;var b=f(t,c.getBBox(1));if(m)return b;c.matrix=b}function u(c){c=c.node.ownerSVGElement&&x(c.node.ownerSVGElement)||c.node.parentNode&&x(c.node.parentNode)||a.select(\"svg\")||a(0,0);var t=c.select(\"defs\"),t=null==t?!1:t.node;t||(t=r(\"defs\",c.node).node);return t}function p(c){return c.node.ownerSVGElement&&\n",
       "x(c.node.ownerSVGElement)||a.select(\"svg\")}function b(c,a,m){function b(c){if(null==c)return aa;if(c==+c)return c;v(B,{width:c});try{return B.getBBox().width}catch(a){return 0}}function h(c){if(null==c)return aa;if(c==+c)return c;v(B,{height:c});try{return B.getBBox().height}catch(a){return 0}}function e(b,B){null==a?d[b]=B(c.attr(b)||0):b==a&&(d=B(null==m?c.attr(b)||0:m))}var f=p(c).node,d={},B=f.querySelector(\".svg---mgr\");B||(B=v(\"rect\"),v(B,{x:-9E9,y:-9E9,width:10,height:10,\"class\":\"svg---mgr\",\n",
       "fill:\"none\"}),f.appendChild(B));switch(c.type){case \"rect\":e(\"rx\",b),e(\"ry\",h);case \"image\":e(\"width\",b),e(\"height\",h);case \"text\":e(\"x\",b);e(\"y\",h);break;case \"circle\":e(\"cx\",b);e(\"cy\",h);e(\"r\",b);break;case \"ellipse\":e(\"cx\",b);e(\"cy\",h);e(\"rx\",b);e(\"ry\",h);break;case \"line\":e(\"x1\",b);e(\"x2\",b);e(\"y1\",h);e(\"y2\",h);break;case \"marker\":e(\"refX\",b);e(\"markerWidth\",b);e(\"refY\",h);e(\"markerHeight\",h);break;case \"radialGradient\":e(\"fx\",b);e(\"fy\",h);break;case \"tspan\":e(\"dx\",b);e(\"dy\",h);break;default:e(a,\n",
       "b)}f.removeChild(B);return d}function q(c){y(c,\"array\")||(c=Array.prototype.slice.call(arguments,0));for(var a=0,b=0,m=this.node;this[a];)delete this[a++];for(a=0;a<c.length;a++)\"set\"==c[a].type?c[a].forEach(function(c){m.appendChild(c.node)}):m.appendChild(c[a].node);for(var h=m.childNodes,a=0;a<h.length;a++)this[b++]=x(h[a]);return this}function e(c){if(c.snap in E)return E[c.snap];var a=this.id=V(),b;try{b=c.ownerSVGElement}catch(m){}this.node=c;b&&(this.paper=new s(b));this.type=c.tagName;this.anims=\n",
       "{};this._={transform:[]};c.snap=a;E[a]=this;\"g\"==this.type&&(this.add=q);if(this.type in{g:1,mask:1,pattern:1})for(var e in s.prototype)s.prototype[h](e)&&(this[e]=s.prototype[e])}function l(c){this.node=c}function r(c,a){var b=v(c);a.appendChild(b);return x(b)}function s(c,a){var b,m,f,d=s.prototype;if(c&&\"svg\"==c.tagName){if(c.snap in E)return E[c.snap];var l=c.ownerDocument;b=new e(c);m=c.getElementsByTagName(\"desc\")[0];f=c.getElementsByTagName(\"defs\")[0];m||(m=v(\"desc\"),m.appendChild(l.createTextNode(\"Created with Snap\")),\n",
       "b.node.appendChild(m));f||(f=v(\"defs\"),b.node.appendChild(f));b.defs=f;for(var ca in d)d[h](ca)&&(b[ca]=d[ca]);b.paper=b.root=b}else b=r(\"svg\",G.doc.body),v(b.node,{height:a,version:1.1,width:c,xmlns:la});return b}function x(c){return!c||c instanceof e||c instanceof l?c:c.tagName&&\"svg\"==c.tagName.toLowerCase()?new s(c):c.tagName&&\"object\"==c.tagName.toLowerCase()&&\"image/svg+xml\"==c.type?new s(c.contentDocument.getElementsByTagName(\"svg\")[0]):new e(c)}a.version=\"0.3.0\";a.toString=function(){return\"Snap v\"+\n",
       "this.version};a._={};var G={win:N,doc:N.document};a._.glob=G;var h=\"hasOwnProperty\",J=String,K=parseFloat,U=parseInt,I=Math,P=I.max,Q=I.min,Y=I.abs,C=I.PI,aa=\"\",$=Object.prototype.toString,F=/^\\s*((#[a-f\\d]{6})|(#[a-f\\d]{3})|rgba?\\(\\s*([\\d\\.]+%?\\s*,\\s*[\\d\\.]+%?\\s*,\\s*[\\d\\.]+%?(?:\\s*,\\s*[\\d\\.]+%?)?)\\s*\\)|hsba?\\(\\s*([\\d\\.]+(?:deg|\\xb0|%)?\\s*,\\s*[\\d\\.]+%?\\s*,\\s*[\\d\\.]+(?:%?\\s*,\\s*[\\d\\.]+)?%?)\\s*\\)|hsla?\\(\\s*([\\d\\.]+(?:deg|\\xb0|%)?\\s*,\\s*[\\d\\.]+%?\\s*,\\s*[\\d\\.]+(?:%?\\s*,\\s*[\\d\\.]+)?%?)\\s*\\))\\s*$/i;a._.separator=\n",
       "RegExp(\"[,\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]+\");var S=RegExp(\"[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*,[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*\"),X={hs:1,rg:1},W=RegExp(\"([a-z])[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029,]*((-?\\\\d*\\\\.?\\\\d*(?:e[\\\\-+]?\\\\d+)?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*,?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*)+)\",\n",
       "\"ig\"),ma=RegExp(\"([rstm])[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029,]*((-?\\\\d*\\\\.?\\\\d*(?:e[\\\\-+]?\\\\d+)?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*,?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*)+)\",\"ig\"),Z=RegExp(\"(-?\\\\d*\\\\.?\\\\d*(?:e[\\\\-+]?\\\\d+)?)[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*,?[\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*\",\n",
       "\"ig\"),na=0,ba=\"S\"+(+new Date).toString(36),V=function(){return ba+(na++).toString(36)},m=\"http://www.w3.org/1999/xlink\",la=\"http://www.w3.org/2000/svg\",E={},ca=a.url=function(c){return\"url('#\"+c+\"')\"};a._.$=v;a._.id=V;a.format=function(){var c=/\\{([^\\}]+)\\}/g,a=/(?:(?:^|\\.)(.+?)(?=\\[|\\.|$|\\()|\\[('|\")(.+?)\\2\\])(\\(\\))?/g,b=function(c,b,m){var h=m;b.replace(a,function(c,a,b,m,t){a=a||m;h&&(a in h&&(h=h[a]),\"function\"==typeof h&&t&&(h=h()))});return h=(null==h||h==m?c:h)+\"\"};return function(a,m){return J(a).replace(c,\n",
       "function(c,a){return b(c,a,m)})}}();a._.clone=M;a._.cacher=A;a.rad=z;a.deg=function(c){return 180*c/C%360};a.angle=w;a.is=y;a.snapTo=function(c,a,b){b=y(b,\"finite\")?b:10;if(y(c,\"array\"))for(var m=c.length;m--;){if(Y(c[m]-a)<=b)return c[m]}else{c=+c;m=a%c;if(m<b)return a-m;if(m>c-b)return a-m+c}return a};a.getRGB=A(function(c){if(!c||(c=J(c)).indexOf(\"-\")+1)return{r:-1,g:-1,b:-1,hex:\"none\",error:1,toString:ka};if(\"none\"==c)return{r:-1,g:-1,b:-1,hex:\"none\",toString:ka};!X[h](c.toLowerCase().substring(0,\n",
       "2))&&\"#\"!=c.charAt()&&(c=T(c));if(!c)return{r:-1,g:-1,b:-1,hex:\"none\",error:1,toString:ka};var b,m,e,f,d;if(c=c.match(F)){c[2]&&(e=U(c[2].substring(5),16),m=U(c[2].substring(3,5),16),b=U(c[2].substring(1,3),16));c[3]&&(e=U((d=c[3].charAt(3))+d,16),m=U((d=c[3].charAt(2))+d,16),b=U((d=c[3].charAt(1))+d,16));c[4]&&(d=c[4].split(S),b=K(d[0]),\"%\"==d[0].slice(-1)&&(b*=2.55),m=K(d[1]),\"%\"==d[1].slice(-1)&&(m*=2.55),e=K(d[2]),\"%\"==d[2].slice(-1)&&(e*=2.55),\"rgba\"==c[1].toLowerCase().slice(0,4)&&(f=K(d[3])),\n",
       "d[3]&&\"%\"==d[3].slice(-1)&&(f/=100));if(c[5])return d=c[5].split(S),b=K(d[0]),\"%\"==d[0].slice(-1)&&(b/=100),m=K(d[1]),\"%\"==d[1].slice(-1)&&(m/=100),e=K(d[2]),\"%\"==d[2].slice(-1)&&(e/=100),\"deg\"!=d[0].slice(-3)&&\"\\u00b0\"!=d[0].slice(-1)||(b/=360),\"hsba\"==c[1].toLowerCase().slice(0,4)&&(f=K(d[3])),d[3]&&\"%\"==d[3].slice(-1)&&(f/=100),a.hsb2rgb(b,m,e,f);if(c[6])return d=c[6].split(S),b=K(d[0]),\"%\"==d[0].slice(-1)&&(b/=100),m=K(d[1]),\"%\"==d[1].slice(-1)&&(m/=100),e=K(d[2]),\"%\"==d[2].slice(-1)&&(e/=100),\n",
       "\"deg\"!=d[0].slice(-3)&&\"\\u00b0\"!=d[0].slice(-1)||(b/=360),\"hsla\"==c[1].toLowerCase().slice(0,4)&&(f=K(d[3])),d[3]&&\"%\"==d[3].slice(-1)&&(f/=100),a.hsl2rgb(b,m,e,f);b=Q(I.round(b),255);m=Q(I.round(m),255);e=Q(I.round(e),255);f=Q(P(f,0),1);c={r:b,g:m,b:e,toString:ka};c.hex=\"#\"+(16777216|e|m<<8|b<<16).toString(16).slice(1);c.opacity=y(f,\"finite\")?f:1;return c}return{r:-1,g:-1,b:-1,hex:\"none\",error:1,toString:ka}},a);a.hsb=A(function(c,b,m){return a.hsb2rgb(c,b,m).hex});a.hsl=A(function(c,b,m){return a.hsl2rgb(c,\n",
       "b,m).hex});a.rgb=A(function(c,a,b,m){if(y(m,\"finite\")){var e=I.round;return\"rgba(\"+[e(c),e(a),e(b),+m.toFixed(2)]+\")\"}return\"#\"+(16777216|b|a<<8|c<<16).toString(16).slice(1)});var T=function(c){var a=G.doc.getElementsByTagName(\"head\")[0]||G.doc.getElementsByTagName(\"svg\")[0];T=A(function(c){if(\"red\"==c.toLowerCase())return\"rgb(255, 0, 0)\";a.style.color=\"rgb(255, 0, 0)\";a.style.color=c;c=G.doc.defaultView.getComputedStyle(a,aa).getPropertyValue(\"color\");return\"rgb(255, 0, 0)\"==c?null:c});return T(c)},\n",
       "qa=function(){return\"hsb(\"+[this.h,this.s,this.b]+\")\"},ra=function(){return\"hsl(\"+[this.h,this.s,this.l]+\")\"},ka=function(){return 1==this.opacity||null==this.opacity?this.hex:\"rgba(\"+[this.r,this.g,this.b,this.opacity]+\")\"},D=function(c,b,m){null==b&&y(c,\"object\")&&\"r\"in c&&\"g\"in c&&\"b\"in c&&(m=c.b,b=c.g,c=c.r);null==b&&y(c,string)&&(m=a.getRGB(c),c=m.r,b=m.g,m=m.b);if(1<c||1<b||1<m)c/=255,b/=255,m/=255;return[c,b,m]},oa=function(c,b,m,e){c=I.round(255*c);b=I.round(255*b);m=I.round(255*m);c={r:c,\n",
       "g:b,b:m,opacity:y(e,\"finite\")?e:1,hex:a.rgb(c,b,m),toString:ka};y(e,\"finite\")&&(c.opacity=e);return c};a.color=function(c){var b;y(c,\"object\")&&\"h\"in c&&\"s\"in c&&\"b\"in c?(b=a.hsb2rgb(c),c.r=b.r,c.g=b.g,c.b=b.b,c.opacity=1,c.hex=b.hex):y(c,\"object\")&&\"h\"in c&&\"s\"in c&&\"l\"in c?(b=a.hsl2rgb(c),c.r=b.r,c.g=b.g,c.b=b.b,c.opacity=1,c.hex=b.hex):(y(c,\"string\")&&(c=a.getRGB(c)),y(c,\"object\")&&\"r\"in c&&\"g\"in c&&\"b\"in c&&!(\"error\"in c)?(b=a.rgb2hsl(c),c.h=b.h,c.s=b.s,c.l=b.l,b=a.rgb2hsb(c),c.v=b.b):(c={hex:\"none\"},\n",
       "c.r=c.g=c.b=c.h=c.s=c.v=c.l=-1,c.error=1));c.toString=ka;return c};a.hsb2rgb=function(c,a,b,m){y(c,\"object\")&&\"h\"in c&&\"s\"in c&&\"b\"in c&&(b=c.b,a=c.s,c=c.h,m=c.o);var e,h,d;c=360*c%360/60;d=b*a;a=d*(1-Y(c%2-1));b=e=h=b-d;c=~~c;b+=[d,a,0,0,a,d][c];e+=[a,d,d,a,0,0][c];h+=[0,0,a,d,d,a][c];return oa(b,e,h,m)};a.hsl2rgb=function(c,a,b,m){y(c,\"object\")&&\"h\"in c&&\"s\"in c&&\"l\"in c&&(b=c.l,a=c.s,c=c.h);if(1<c||1<a||1<b)c/=360,a/=100,b/=100;var e,h,d;c=360*c%360/60;d=2*a*(0.5>b?b:1-b);a=d*(1-Y(c%2-1));b=e=\n",
       "h=b-d/2;c=~~c;b+=[d,a,0,0,a,d][c];e+=[a,d,d,a,0,0][c];h+=[0,0,a,d,d,a][c];return oa(b,e,h,m)};a.rgb2hsb=function(c,a,b){b=D(c,a,b);c=b[0];a=b[1];b=b[2];var m,e;m=P(c,a,b);e=m-Q(c,a,b);c=((0==e?0:m==c?(a-b)/e:m==a?(b-c)/e+2:(c-a)/e+4)+360)%6*60/360;return{h:c,s:0==e?0:e/m,b:m,toString:qa}};a.rgb2hsl=function(c,a,b){b=D(c,a,b);c=b[0];a=b[1];b=b[2];var m,e,h;m=P(c,a,b);e=Q(c,a,b);h=m-e;c=((0==h?0:m==c?(a-b)/h:m==a?(b-c)/h+2:(c-a)/h+4)+360)%6*60/360;m=(m+e)/2;return{h:c,s:0==h?0:0.5>m?h/(2*m):h/(2-2*\n",
       "m),l:m,toString:ra}};a.parsePathString=function(c){if(!c)return null;var b=a.path(c);if(b.arr)return a.path.clone(b.arr);var m={a:7,c:6,o:2,h:1,l:2,m:2,r:4,q:4,s:4,t:2,v:1,u:3,z:0},e=[];y(c,\"array\")&&y(c[0],\"array\")&&(e=a.path.clone(c));e.length||J(c).replace(W,function(c,a,b){var h=[];c=a.toLowerCase();b.replace(Z,function(c,a){a&&h.push(+a)});\"m\"==c&&2<h.length&&(e.push([a].concat(h.splice(0,2))),c=\"l\",a=\"m\"==a?\"l\":\"L\");\"o\"==c&&1==h.length&&e.push([a,h[0] ]);if(\"r\"==c)e.push([a].concat(h));else for(;h.length>=\n",
       "m[c]&&(e.push([a].concat(h.splice(0,m[c]))),m[c]););});e.toString=a.path.toString;b.arr=a.path.clone(e);return e};var O=a.parseTransformString=function(c){if(!c)return null;var b=[];y(c,\"array\")&&y(c[0],\"array\")&&(b=a.path.clone(c));b.length||J(c).replace(ma,function(c,a,m){var e=[];a.toLowerCase();m.replace(Z,function(c,a){a&&e.push(+a)});b.push([a].concat(e))});b.toString=a.path.toString;return b};a._.svgTransform2string=d;a._.rgTransform=RegExp(\"^[a-z][\\t\\n\\x0B\\f\\r \\u00a0\\u1680\\u180e\\u2000\\u2001\\u2002\\u2003\\u2004\\u2005\\u2006\\u2007\\u2008\\u2009\\u200a\\u202f\\u205f\\u3000\\u2028\\u2029]*-?\\\\.?\\\\d\",\n",
       "\"i\");a._.transform2matrix=f;a._unit2px=b;a._.getSomeDefs=u;a._.getSomeSVG=p;a.select=function(c){return x(G.doc.querySelector(c))};a.selectAll=function(c){c=G.doc.querySelectorAll(c);for(var b=(a.set||Array)(),m=0;m<c.length;m++)b.push(x(c[m]));return b};setInterval(function(){for(var c in E)if(E[h](c)){var a=E[c],b=a.node;(\"svg\"!=a.type&&!b.ownerSVGElement||\"svg\"==a.type&&(!b.parentNode||\"ownerSVGElement\"in b.parentNode&&!b.ownerSVGElement))&&delete E[c]}},1E4);(function(c){function m(c){function a(c,\n",
       "b){var m=v(c.node,b);(m=(m=m&&m.match(d))&&m[2])&&\"#\"==m.charAt()&&(m=m.substring(1))&&(f[m]=(f[m]||[]).concat(function(a){var m={};m[b]=ca(a);v(c.node,m)}))}function b(c){var a=v(c.node,\"xlink:href\");a&&\"#\"==a.charAt()&&(a=a.substring(1))&&(f[a]=(f[a]||[]).concat(function(a){c.attr(\"xlink:href\",\"#\"+a)}))}var e=c.selectAll(\"*\"),h,d=/^\\s*url\\((\"|'|)(.*)\\1\\)\\s*$/;c=[];for(var f={},l=0,E=e.length;l<E;l++){h=e[l];a(h,\"fill\");a(h,\"stroke\");a(h,\"filter\");a(h,\"mask\");a(h,\"clip-path\");b(h);var t=v(h.node,\n",
       "\"id\");t&&(v(h.node,{id:h.id}),c.push({old:t,id:h.id}))}l=0;for(E=c.length;l<E;l++)if(e=f[c[l].old])for(h=0,t=e.length;h<t;h++)e[h](c[l].id)}function e(c,a,b){return function(m){m=m.slice(c,a);1==m.length&&(m=m[0]);return b?b(m):m}}function d(c){return function(){var a=c?\"<\"+this.type:\"\",b=this.node.attributes,m=this.node.childNodes;if(c)for(var e=0,h=b.length;e<h;e++)a+=\" \"+b[e].name+'=\"'+b[e].value.replace(/\"/g,'\\\\\"')+'\"';if(m.length){c&&(a+=\">\");e=0;for(h=m.length;e<h;e++)3==m[e].nodeType?a+=m[e].nodeValue:\n",
       "1==m[e].nodeType&&(a+=x(m[e]).toString());c&&(a+=\"</\"+this.type+\">\")}else c&&(a+=\"/>\");return a}}c.attr=function(c,a){if(!c)return this;if(y(c,\"string\"))if(1<arguments.length){var b={};b[c]=a;c=b}else return k(\"snap.util.getattr.\"+c,this).firstDefined();for(var m in c)c[h](m)&&k(\"snap.util.attr.\"+m,this,c[m]);return this};c.getBBox=function(c){if(!a.Matrix||!a.path)return this.node.getBBox();var b=this,m=new a.Matrix;if(b.removed)return a._.box();for(;\"use\"==b.type;)if(c||(m=m.add(b.transform().localMatrix.translate(b.attr(\"x\")||\n",
       "0,b.attr(\"y\")||0))),b.original)b=b.original;else var e=b.attr(\"xlink:href\"),b=b.original=b.node.ownerDocument.getElementById(e.substring(e.indexOf(\"#\")+1));var e=b._,h=a.path.get[b.type]||a.path.get.deflt;try{if(c)return e.bboxwt=h?a.path.getBBox(b.realPath=h(b)):a._.box(b.node.getBBox()),a._.box(e.bboxwt);b.realPath=h(b);b.matrix=b.transform().localMatrix;e.bbox=a.path.getBBox(a.path.map(b.realPath,m.add(b.matrix)));return a._.box(e.bbox)}catch(d){return a._.box()}};var f=function(){return this.string};\n",
       "c.transform=function(c){var b=this._;if(null==c){var m=this;c=new a.Matrix(this.node.getCTM());for(var e=n(this),h=[e],d=new a.Matrix,l=e.toTransformString(),b=J(e)==J(this.matrix)?J(b.transform):l;\"svg\"!=m.type&&(m=m.parent());)h.push(n(m));for(m=h.length;m--;)d.add(h[m]);return{string:b,globalMatrix:c,totalMatrix:d,localMatrix:e,diffMatrix:c.clone().add(e.invert()),global:c.toTransformString(),total:d.toTransformString(),local:l,toString:f}}c instanceof a.Matrix?this.matrix=c:n(this,c);this.node&&\n",
       "(\"linearGradient\"==this.type||\"radialGradient\"==this.type?v(this.node,{gradientTransform:this.matrix}):\"pattern\"==this.type?v(this.node,{patternTransform:this.matrix}):v(this.node,{transform:this.matrix}));return this};c.parent=function(){return x(this.node.parentNode)};c.append=c.add=function(c){if(c){if(\"set\"==c.type){var a=this;c.forEach(function(c){a.add(c)});return this}c=x(c);this.node.appendChild(c.node);c.paper=this.paper}return this};c.appendTo=function(c){c&&(c=x(c),c.append(this));return this};\n",
       "c.prepend=function(c){if(c){if(\"set\"==c.type){var a=this,b;c.forEach(function(c){b?b.after(c):a.prepend(c);b=c});return this}c=x(c);var m=c.parent();this.node.insertBefore(c.node,this.node.firstChild);this.add&&this.add();c.paper=this.paper;this.parent()&&this.parent().add();m&&m.add()}return this};c.prependTo=function(c){c=x(c);c.prepend(this);return this};c.before=function(c){if(\"set\"==c.type){var a=this;c.forEach(function(c){var b=c.parent();a.node.parentNode.insertBefore(c.node,a.node);b&&b.add()});\n",
       "this.parent().add();return this}c=x(c);var b=c.parent();this.node.parentNode.insertBefore(c.node,this.node);this.parent()&&this.parent().add();b&&b.add();c.paper=this.paper;return this};c.after=function(c){c=x(c);var a=c.parent();this.node.nextSibling?this.node.parentNode.insertBefore(c.node,this.node.nextSibling):this.node.parentNode.appendChild(c.node);this.parent()&&this.parent().add();a&&a.add();c.paper=this.paper;return this};c.insertBefore=function(c){c=x(c);var a=this.parent();c.node.parentNode.insertBefore(this.node,\n",
       "c.node);this.paper=c.paper;a&&a.add();c.parent()&&c.parent().add();return this};c.insertAfter=function(c){c=x(c);var a=this.parent();c.node.parentNode.insertBefore(this.node,c.node.nextSibling);this.paper=c.paper;a&&a.add();c.parent()&&c.parent().add();return this};c.remove=function(){var c=this.parent();this.node.parentNode&&this.node.parentNode.removeChild(this.node);delete this.paper;this.removed=!0;c&&c.add();return this};c.select=function(c){return x(this.node.querySelector(c))};c.selectAll=\n",
       "function(c){c=this.node.querySelectorAll(c);for(var b=(a.set||Array)(),m=0;m<c.length;m++)b.push(x(c[m]));return b};c.asPX=function(c,a){null==a&&(a=this.attr(c));return+b(this,c,a)};c.use=function(){var c,a=this.node.id;a||(a=this.id,v(this.node,{id:a}));c=\"linearGradient\"==this.type||\"radialGradient\"==this.type||\"pattern\"==this.type?r(this.type,this.node.parentNode):r(\"use\",this.node.parentNode);v(c.node,{\"xlink:href\":\"#\"+a});c.original=this;return c};var l=/\\S+/g;c.addClass=function(c){var a=(c||\n",
       "\"\").match(l)||[];c=this.node;var b=c.className.baseVal,m=b.match(l)||[],e,h,d;if(a.length){for(e=0;d=a[e++];)h=m.indexOf(d),~h||m.push(d);a=m.join(\" \");b!=a&&(c.className.baseVal=a)}return this};c.removeClass=function(c){var a=(c||\"\").match(l)||[];c=this.node;var b=c.className.baseVal,m=b.match(l)||[],e,h;if(m.length){for(e=0;h=a[e++];)h=m.indexOf(h),~h&&m.splice(h,1);a=m.join(\" \");b!=a&&(c.className.baseVal=a)}return this};c.hasClass=function(c){return!!~(this.node.className.baseVal.match(l)||[]).indexOf(c)};\n",
       "c.toggleClass=function(c,a){if(null!=a)return a?this.addClass(c):this.removeClass(c);var b=(c||\"\").match(l)||[],m=this.node,e=m.className.baseVal,h=e.match(l)||[],d,f,E;for(d=0;E=b[d++];)f=h.indexOf(E),~f?h.splice(f,1):h.push(E);b=h.join(\" \");e!=b&&(m.className.baseVal=b);return this};c.clone=function(){var c=x(this.node.cloneNode(!0));v(c.node,\"id\")&&v(c.node,{id:c.id});m(c);c.insertAfter(this);return c};c.toDefs=function(){u(this).appendChild(this.node);return this};c.pattern=c.toPattern=function(c,\n",
       "a,b,m){var e=r(\"pattern\",u(this));null==c&&(c=this.getBBox());y(c,\"object\")&&\"x\"in c&&(a=c.y,b=c.width,m=c.height,c=c.x);v(e.node,{x:c,y:a,width:b,height:m,patternUnits:\"userSpaceOnUse\",id:e.id,viewBox:[c,a,b,m].join(\" \")});e.node.appendChild(this.node);return e};c.marker=function(c,a,b,m,e,h){var d=r(\"marker\",u(this));null==c&&(c=this.getBBox());y(c,\"object\")&&\"x\"in c&&(a=c.y,b=c.width,m=c.height,e=c.refX||c.cx,h=c.refY||c.cy,c=c.x);v(d.node,{viewBox:[c,a,b,m].join(\" \"),markerWidth:b,markerHeight:m,\n",
       "orient:\"auto\",refX:e||0,refY:h||0,id:d.id});d.node.appendChild(this.node);return d};var E=function(c,a,b,m){\"function\"!=typeof b||b.length||(m=b,b=L.linear);this.attr=c;this.dur=a;b&&(this.easing=b);m&&(this.callback=m)};a._.Animation=E;a.animation=function(c,a,b,m){return new E(c,a,b,m)};c.inAnim=function(){var c=[],a;for(a in this.anims)this.anims[h](a)&&function(a){c.push({anim:new E(a._attrs,a.dur,a.easing,a._callback),mina:a,curStatus:a.status(),status:function(c){return a.status(c)},stop:function(){a.stop()}})}(this.anims[a]);\n",
       "return c};a.animate=function(c,a,b,m,e,h){\"function\"!=typeof e||e.length||(h=e,e=L.linear);var d=L.time();c=L(c,a,d,d+m,L.time,b,e);h&&k.once(\"mina.finish.\"+c.id,h);return c};c.stop=function(){for(var c=this.inAnim(),a=0,b=c.length;a<b;a++)c[a].stop();return this};c.animate=function(c,a,b,m){\"function\"!=typeof b||b.length||(m=b,b=L.linear);c instanceof E&&(m=c.callback,b=c.easing,a=b.dur,c=c.attr);var d=[],f=[],l={},t,ca,n,T=this,q;for(q in c)if(c[h](q)){T.equal?(n=T.equal(q,J(c[q])),t=n.from,ca=\n",
       "n.to,n=n.f):(t=+T.attr(q),ca=+c[q]);var la=y(t,\"array\")?t.length:1;l[q]=e(d.length,d.length+la,n);d=d.concat(t);f=f.concat(ca)}t=L.time();var p=L(d,f,t,t+a,L.time,function(c){var a={},b;for(b in l)l[h](b)&&(a[b]=l[b](c));T.attr(a)},b);T.anims[p.id]=p;p._attrs=c;p._callback=m;k(\"snap.animcreated.\"+T.id,p);k.once(\"mina.finish.\"+p.id,function(){delete T.anims[p.id];m&&m.call(T)});k.once(\"mina.stop.\"+p.id,function(){delete T.anims[p.id]});return T};var T={};c.data=function(c,b){var m=T[this.id]=T[this.id]||\n",
       "{};if(0==arguments.length)return k(\"snap.data.get.\"+this.id,this,m,null),m;if(1==arguments.length){if(a.is(c,\"object\")){for(var e in c)c[h](e)&&this.data(e,c[e]);return this}k(\"snap.data.get.\"+this.id,this,m[c],c);return m[c]}m[c]=b;k(\"snap.data.set.\"+this.id,this,b,c);return this};c.removeData=function(c){null==c?T[this.id]={}:T[this.id]&&delete T[this.id][c];return this};c.outerSVG=c.toString=d(1);c.innerSVG=d()})(e.prototype);a.parse=function(c){var a=G.doc.createDocumentFragment(),b=!0,m=G.doc.createElement(\"div\");\n",
       "c=J(c);c.match(/^\\s*<\\s*svg(?:\\s|>)/)||(c=\"<svg>\"+c+\"</svg>\",b=!1);m.innerHTML=c;if(c=m.getElementsByTagName(\"svg\")[0])if(b)a=c;else for(;c.firstChild;)a.appendChild(c.firstChild);m.innerHTML=aa;return new l(a)};l.prototype.select=e.prototype.select;l.prototype.selectAll=e.prototype.selectAll;a.fragment=function(){for(var c=Array.prototype.slice.call(arguments,0),b=G.doc.createDocumentFragment(),m=0,e=c.length;m<e;m++){var h=c[m];h.node&&h.node.nodeType&&b.appendChild(h.node);h.nodeType&&b.appendChild(h);\n",
       "\"string\"==typeof h&&b.appendChild(a.parse(h).node)}return new l(b)};a._.make=r;a._.wrap=x;s.prototype.el=function(c,a){var b=r(c,this.node);a&&b.attr(a);return b};k.on(\"snap.util.getattr\",function(){var c=k.nt(),c=c.substring(c.lastIndexOf(\".\")+1),a=c.replace(/[A-Z]/g,function(c){return\"-\"+c.toLowerCase()});return pa[h](a)?this.node.ownerDocument.defaultView.getComputedStyle(this.node,null).getPropertyValue(a):v(this.node,c)});var pa={\"alignment-baseline\":0,\"baseline-shift\":0,clip:0,\"clip-path\":0,\n",
       "\"clip-rule\":0,color:0,\"color-interpolation\":0,\"color-interpolation-filters\":0,\"color-profile\":0,\"color-rendering\":0,cursor:0,direction:0,display:0,\"dominant-baseline\":0,\"enable-background\":0,fill:0,\"fill-opacity\":0,\"fill-rule\":0,filter:0,\"flood-color\":0,\"flood-opacity\":0,font:0,\"font-family\":0,\"font-size\":0,\"font-size-adjust\":0,\"font-stretch\":0,\"font-style\":0,\"font-variant\":0,\"font-weight\":0,\"glyph-orientation-horizontal\":0,\"glyph-orientation-vertical\":0,\"image-rendering\":0,kerning:0,\"letter-spacing\":0,\n",
       "\"lighting-color\":0,marker:0,\"marker-end\":0,\"marker-mid\":0,\"marker-start\":0,mask:0,opacity:0,overflow:0,\"pointer-events\":0,\"shape-rendering\":0,\"stop-color\":0,\"stop-opacity\":0,stroke:0,\"stroke-dasharray\":0,\"stroke-dashoffset\":0,\"stroke-linecap\":0,\"stroke-linejoin\":0,\"stroke-miterlimit\":0,\"stroke-opacity\":0,\"stroke-width\":0,\"text-anchor\":0,\"text-decoration\":0,\"text-rendering\":0,\"unicode-bidi\":0,visibility:0,\"word-spacing\":0,\"writing-mode\":0};k.on(\"snap.util.attr\",function(c){var a=k.nt(),b={},a=a.substring(a.lastIndexOf(\".\")+\n",
       "1);b[a]=c;var m=a.replace(/-(\\w)/gi,function(c,a){return a.toUpperCase()}),a=a.replace(/[A-Z]/g,function(c){return\"-\"+c.toLowerCase()});pa[h](a)?this.node.style[m]=null==c?aa:c:v(this.node,b)});a.ajax=function(c,a,b,m){var e=new XMLHttpRequest,h=V();if(e){if(y(a,\"function\"))m=b,b=a,a=null;else if(y(a,\"object\")){var d=[],f;for(f in a)a.hasOwnProperty(f)&&d.push(encodeURIComponent(f)+\"=\"+encodeURIComponent(a[f]));a=d.join(\"&\")}e.open(a?\"POST\":\"GET\",c,!0);a&&(e.setRequestHeader(\"X-Requested-With\",\"XMLHttpRequest\"),\n",
       "e.setRequestHeader(\"Content-type\",\"application/x-www-form-urlencoded\"));b&&(k.once(\"snap.ajax.\"+h+\".0\",b),k.once(\"snap.ajax.\"+h+\".200\",b),k.once(\"snap.ajax.\"+h+\".304\",b));e.onreadystatechange=function(){4==e.readyState&&k(\"snap.ajax.\"+h+\".\"+e.status,m,e)};if(4==e.readyState)return e;e.send(a);return e}};a.load=function(c,b,m){a.ajax(c,function(c){c=a.parse(c.responseText);m?b.call(m,c):b(c)})};a.getElementByPoint=function(c,a){var b,m,e=G.doc.elementFromPoint(c,a);if(G.win.opera&&\"svg\"==e.tagName){b=\n",
       "e;m=b.getBoundingClientRect();b=b.ownerDocument;var h=b.body,d=b.documentElement;b=m.top+(g.win.pageYOffset||d.scrollTop||h.scrollTop)-(d.clientTop||h.clientTop||0);m=m.left+(g.win.pageXOffset||d.scrollLeft||h.scrollLeft)-(d.clientLeft||h.clientLeft||0);h=e.createSVGRect();h.x=c-m;h.y=a-b;h.width=h.height=1;b=e.getIntersectionList(h,null);b.length&&(e=b[b.length-1])}return e?x(e):null};a.plugin=function(c){c(a,e,s,G,l)};return G.win.Snap=a}();C.plugin(function(a,k,y,M,A){function w(a,d,f,b,q,e){null==\n",
       "d&&\"[object SVGMatrix]\"==z.call(a)?(this.a=a.a,this.b=a.b,this.c=a.c,this.d=a.d,this.e=a.e,this.f=a.f):null!=a?(this.a=+a,this.b=+d,this.c=+f,this.d=+b,this.e=+q,this.f=+e):(this.a=1,this.c=this.b=0,this.d=1,this.f=this.e=0)}var z=Object.prototype.toString,d=String,f=Math;(function(n){function k(a){return a[0]*a[0]+a[1]*a[1]}function p(a){var d=f.sqrt(k(a));a[0]&&(a[0]/=d);a[1]&&(a[1]/=d)}n.add=function(a,d,e,f,n,p){var k=[[],[],[] ],u=[[this.a,this.c,this.e],[this.b,this.d,this.f],[0,0,1] ];d=[[a,\n",
       "e,n],[d,f,p],[0,0,1] ];a&&a instanceof w&&(d=[[a.a,a.c,a.e],[a.b,a.d,a.f],[0,0,1] ]);for(a=0;3>a;a++)for(e=0;3>e;e++){for(f=n=0;3>f;f++)n+=u[a][f]*d[f][e];k[a][e]=n}this.a=k[0][0];this.b=k[1][0];this.c=k[0][1];this.d=k[1][1];this.e=k[0][2];this.f=k[1][2];return this};n.invert=function(){var a=this.a*this.d-this.b*this.c;return new w(this.d/a,-this.b/a,-this.c/a,this.a/a,(this.c*this.f-this.d*this.e)/a,(this.b*this.e-this.a*this.f)/a)};n.clone=function(){return new w(this.a,this.b,this.c,this.d,this.e,\n",
       "this.f)};n.translate=function(a,d){return this.add(1,0,0,1,a,d)};n.scale=function(a,d,e,f){null==d&&(d=a);(e||f)&&this.add(1,0,0,1,e,f);this.add(a,0,0,d,0,0);(e||f)&&this.add(1,0,0,1,-e,-f);return this};n.rotate=function(b,d,e){b=a.rad(b);d=d||0;e=e||0;var l=+f.cos(b).toFixed(9);b=+f.sin(b).toFixed(9);this.add(l,b,-b,l,d,e);return this.add(1,0,0,1,-d,-e)};n.x=function(a,d){return a*this.a+d*this.c+this.e};n.y=function(a,d){return a*this.b+d*this.d+this.f};n.get=function(a){return+this[d.fromCharCode(97+\n",
       "a)].toFixed(4)};n.toString=function(){return\"matrix(\"+[this.get(0),this.get(1),this.get(2),this.get(3),this.get(4),this.get(5)].join()+\")\"};n.offset=function(){return[this.e.toFixed(4),this.f.toFixed(4)]};n.determinant=function(){return this.a*this.d-this.b*this.c};n.split=function(){var b={};b.dx=this.e;b.dy=this.f;var d=[[this.a,this.c],[this.b,this.d] ];b.scalex=f.sqrt(k(d[0]));p(d[0]);b.shear=d[0][0]*d[1][0]+d[0][1]*d[1][1];d[1]=[d[1][0]-d[0][0]*b.shear,d[1][1]-d[0][1]*b.shear];b.scaley=f.sqrt(k(d[1]));\n",
       "p(d[1]);b.shear/=b.scaley;0>this.determinant()&&(b.scalex=-b.scalex);var e=-d[0][1],d=d[1][1];0>d?(b.rotate=a.deg(f.acos(d)),0>e&&(b.rotate=360-b.rotate)):b.rotate=a.deg(f.asin(e));b.isSimple=!+b.shear.toFixed(9)&&(b.scalex.toFixed(9)==b.scaley.toFixed(9)||!b.rotate);b.isSuperSimple=!+b.shear.toFixed(9)&&b.scalex.toFixed(9)==b.scaley.toFixed(9)&&!b.rotate;b.noRotation=!+b.shear.toFixed(9)&&!b.rotate;return b};n.toTransformString=function(a){a=a||this.split();if(+a.shear.toFixed(9))return\"m\"+[this.get(0),\n",
       "this.get(1),this.get(2),this.get(3),this.get(4),this.get(5)];a.scalex=+a.scalex.toFixed(4);a.scaley=+a.scaley.toFixed(4);a.rotate=+a.rotate.toFixed(4);return(a.dx||a.dy?\"t\"+[+a.dx.toFixed(4),+a.dy.toFixed(4)]:\"\")+(1!=a.scalex||1!=a.scaley?\"s\"+[a.scalex,a.scaley,0,0]:\"\")+(a.rotate?\"r\"+[+a.rotate.toFixed(4),0,0]:\"\")}})(w.prototype);a.Matrix=w;a.matrix=function(a,d,f,b,k,e){return new w(a,d,f,b,k,e)}});C.plugin(function(a,v,y,M,A){function w(h){return function(d){k.stop();d instanceof A&&1==d.node.childNodes.length&&\n",
       "(\"radialGradient\"==d.node.firstChild.tagName||\"linearGradient\"==d.node.firstChild.tagName||\"pattern\"==d.node.firstChild.tagName)&&(d=d.node.firstChild,b(this).appendChild(d),d=u(d));if(d instanceof v)if(\"radialGradient\"==d.type||\"linearGradient\"==d.type||\"pattern\"==d.type){d.node.id||e(d.node,{id:d.id});var f=l(d.node.id)}else f=d.attr(h);else f=a.color(d),f.error?(f=a(b(this).ownerSVGElement).gradient(d))?(f.node.id||e(f.node,{id:f.id}),f=l(f.node.id)):f=d:f=r(f);d={};d[h]=f;e(this.node,d);this.node.style[h]=\n",
       "x}}function z(a){k.stop();a==+a&&(a+=\"px\");this.node.style.fontSize=a}function d(a){var b=[];a=a.childNodes;for(var e=0,f=a.length;e<f;e++){var l=a[e];3==l.nodeType&&b.push(l.nodeValue);\"tspan\"==l.tagName&&(1==l.childNodes.length&&3==l.firstChild.nodeType?b.push(l.firstChild.nodeValue):b.push(d(l)))}return b}function f(){k.stop();return this.node.style.fontSize}var n=a._.make,u=a._.wrap,p=a.is,b=a._.getSomeDefs,q=/^url\\(#?([^)]+)\\)$/,e=a._.$,l=a.url,r=String,s=a._.separator,x=\"\";k.on(\"snap.util.attr.mask\",\n",
       "function(a){if(a instanceof v||a instanceof A){k.stop();a instanceof A&&1==a.node.childNodes.length&&(a=a.node.firstChild,b(this).appendChild(a),a=u(a));if(\"mask\"==a.type)var d=a;else d=n(\"mask\",b(this)),d.node.appendChild(a.node);!d.node.id&&e(d.node,{id:d.id});e(this.node,{mask:l(d.id)})}});(function(a){k.on(\"snap.util.attr.clip\",a);k.on(\"snap.util.attr.clip-path\",a);k.on(\"snap.util.attr.clipPath\",a)})(function(a){if(a instanceof v||a instanceof A){k.stop();if(\"clipPath\"==a.type)var d=a;else d=\n",
       "n(\"clipPath\",b(this)),d.node.appendChild(a.node),!d.node.id&&e(d.node,{id:d.id});e(this.node,{\"clip-path\":l(d.id)})}});k.on(\"snap.util.attr.fill\",w(\"fill\"));k.on(\"snap.util.attr.stroke\",w(\"stroke\"));var G=/^([lr])(?:\\(([^)]*)\\))?(.*)$/i;k.on(\"snap.util.grad.parse\",function(a){a=r(a);var b=a.match(G);if(!b)return null;a=b[1];var e=b[2],b=b[3],e=e.split(/\\s*,\\s*/).map(function(a){return+a==a?+a:a});1==e.length&&0==e[0]&&(e=[]);b=b.split(\"-\");b=b.map(function(a){a=a.split(\":\");var b={color:a[0]};a[1]&&\n",
       "(b.offset=parseFloat(a[1]));return b});return{type:a,params:e,stops:b}});k.on(\"snap.util.attr.d\",function(b){k.stop();p(b,\"array\")&&p(b[0],\"array\")&&(b=a.path.toString.call(b));b=r(b);b.match(/[ruo]/i)&&(b=a.path.toAbsolute(b));e(this.node,{d:b})})(-1);k.on(\"snap.util.attr.#text\",function(a){k.stop();a=r(a);for(a=M.doc.createTextNode(a);this.node.firstChild;)this.node.removeChild(this.node.firstChild);this.node.appendChild(a)})(-1);k.on(\"snap.util.attr.path\",function(a){k.stop();this.attr({d:a})})(-1);\n",
       "k.on(\"snap.util.attr.class\",function(a){k.stop();this.node.className.baseVal=a})(-1);k.on(\"snap.util.attr.viewBox\",function(a){a=p(a,\"object\")&&\"x\"in a?[a.x,a.y,a.width,a.height].join(\" \"):p(a,\"array\")?a.join(\" \"):a;e(this.node,{viewBox:a});k.stop()})(-1);k.on(\"snap.util.attr.transform\",function(a){this.transform(a);k.stop()})(-1);k.on(\"snap.util.attr.r\",function(a){\"rect\"==this.type&&(k.stop(),e(this.node,{rx:a,ry:a}))})(-1);k.on(\"snap.util.attr.textpath\",function(a){k.stop();if(\"text\"==this.type){var d,\n",
       "f;if(!a&&this.textPath){for(a=this.textPath;a.node.firstChild;)this.node.appendChild(a.node.firstChild);a.remove();delete this.textPath}else if(p(a,\"string\")?(d=b(this),a=u(d.parentNode).path(a),d.appendChild(a.node),d=a.id,a.attr({id:d})):(a=u(a),a instanceof v&&(d=a.attr(\"id\"),d||(d=a.id,a.attr({id:d})))),d)if(a=this.textPath,f=this.node,a)a.attr({\"xlink:href\":\"#\"+d});else{for(a=e(\"textPath\",{\"xlink:href\":\"#\"+d});f.firstChild;)a.appendChild(f.firstChild);f.appendChild(a);this.textPath=u(a)}}})(-1);\n",
       "k.on(\"snap.util.attr.text\",function(a){if(\"text\"==this.type){for(var b=this.node,d=function(a){var b=e(\"tspan\");if(p(a,\"array\"))for(var f=0;f<a.length;f++)b.appendChild(d(a[f]));else b.appendChild(M.doc.createTextNode(a));b.normalize&&b.normalize();return b};b.firstChild;)b.removeChild(b.firstChild);for(a=d(a);a.firstChild;)b.appendChild(a.firstChild)}k.stop()})(-1);k.on(\"snap.util.attr.fontSize\",z)(-1);k.on(\"snap.util.attr.font-size\",z)(-1);k.on(\"snap.util.getattr.transform\",function(){k.stop();\n",
       "return this.transform()})(-1);k.on(\"snap.util.getattr.textpath\",function(){k.stop();return this.textPath})(-1);(function(){function b(d){return function(){k.stop();var b=M.doc.defaultView.getComputedStyle(this.node,null).getPropertyValue(\"marker-\"+d);return\"none\"==b?b:a(M.doc.getElementById(b.match(q)[1]))}}function d(a){return function(b){k.stop();var d=\"marker\"+a.charAt(0).toUpperCase()+a.substring(1);if(\"\"==b||!b)this.node.style[d]=\"none\";else if(\"marker\"==b.type){var f=b.node.id;f||e(b.node,{id:b.id});\n",
       "this.node.style[d]=l(f)}}}k.on(\"snap.util.getattr.marker-end\",b(\"end\"))(-1);k.on(\"snap.util.getattr.markerEnd\",b(\"end\"))(-1);k.on(\"snap.util.getattr.marker-start\",b(\"start\"))(-1);k.on(\"snap.util.getattr.markerStart\",b(\"start\"))(-1);k.on(\"snap.util.getattr.marker-mid\",b(\"mid\"))(-1);k.on(\"snap.util.getattr.markerMid\",b(\"mid\"))(-1);k.on(\"snap.util.attr.marker-end\",d(\"end\"))(-1);k.on(\"snap.util.attr.markerEnd\",d(\"end\"))(-1);k.on(\"snap.util.attr.marker-start\",d(\"start\"))(-1);k.on(\"snap.util.attr.markerStart\",\n",
       "d(\"start\"))(-1);k.on(\"snap.util.attr.marker-mid\",d(\"mid\"))(-1);k.on(\"snap.util.attr.markerMid\",d(\"mid\"))(-1)})();k.on(\"snap.util.getattr.r\",function(){if(\"rect\"==this.type&&e(this.node,\"rx\")==e(this.node,\"ry\"))return k.stop(),e(this.node,\"rx\")})(-1);k.on(\"snap.util.getattr.text\",function(){if(\"text\"==this.type||\"tspan\"==this.type){k.stop();var a=d(this.node);return 1==a.length?a[0]:a}})(-1);k.on(\"snap.util.getattr.#text\",function(){return this.node.textContent})(-1);k.on(\"snap.util.getattr.viewBox\",\n",
       "function(){k.stop();var b=e(this.node,\"viewBox\");if(b)return b=b.split(s),a._.box(+b[0],+b[1],+b[2],+b[3])})(-1);k.on(\"snap.util.getattr.points\",function(){var a=e(this.node,\"points\");k.stop();if(a)return a.split(s)})(-1);k.on(\"snap.util.getattr.path\",function(){var a=e(this.node,\"d\");k.stop();return a})(-1);k.on(\"snap.util.getattr.class\",function(){return this.node.className.baseVal})(-1);k.on(\"snap.util.getattr.fontSize\",f)(-1);k.on(\"snap.util.getattr.font-size\",f)(-1)});C.plugin(function(a,v,y,\n",
       "M,A){function w(a){return a}function z(a){return function(b){return+b.toFixed(3)+a}}var d={\"+\":function(a,b){return a+b},\"-\":function(a,b){return a-b},\"/\":function(a,b){return a/b},\"*\":function(a,b){return a*b}},f=String,n=/[a-z]+$/i,u=/^\\s*([+\\-\\/*])\\s*=\\s*([\\d.eE+\\-]+)\\s*([^\\d\\s]+)?\\s*$/;k.on(\"snap.util.attr\",function(a){if(a=f(a).match(u)){var b=k.nt(),b=b.substring(b.lastIndexOf(\".\")+1),q=this.attr(b),e={};k.stop();var l=a[3]||\"\",r=q.match(n),s=d[a[1] ];r&&r==l?a=s(parseFloat(q),+a[2]):(q=this.asPX(b),\n",
       "a=s(this.asPX(b),this.asPX(b,a[2]+l)));isNaN(q)||isNaN(a)||(e[b]=a,this.attr(e))}})(-10);k.on(\"snap.util.equal\",function(a,b){var q=f(this.attr(a)||\"\"),e=f(b).match(u);if(e){k.stop();var l=e[3]||\"\",r=q.match(n),s=d[e[1] ];if(r&&r==l)return{from:parseFloat(q),to:s(parseFloat(q),+e[2]),f:z(r)};q=this.asPX(a);return{from:q,to:s(q,this.asPX(a,e[2]+l)),f:w}}})(-10)});C.plugin(function(a,v,y,M,A){var w=y.prototype,z=a.is;w.rect=function(a,d,k,p,b,q){var e;null==q&&(q=b);z(a,\"object\")&&\"[object Object]\"==\n",
       "a?e=a:null!=a&&(e={x:a,y:d,width:k,height:p},null!=b&&(e.rx=b,e.ry=q));return this.el(\"rect\",e)};w.circle=function(a,d,k){var p;z(a,\"object\")&&\"[object Object]\"==a?p=a:null!=a&&(p={cx:a,cy:d,r:k});return this.el(\"circle\",p)};var d=function(){function a(){this.parentNode.removeChild(this)}return function(d,k){var p=M.doc.createElement(\"img\"),b=M.doc.body;p.style.cssText=\"position:absolute;left:-9999em;top:-9999em\";p.onload=function(){k.call(p);p.onload=p.onerror=null;b.removeChild(p)};p.onerror=a;\n",
       "b.appendChild(p);p.src=d}}();w.image=function(f,n,k,p,b){var q=this.el(\"image\");if(z(f,\"object\")&&\"src\"in f)q.attr(f);else if(null!=f){var e={\"xlink:href\":f,preserveAspectRatio:\"none\"};null!=n&&null!=k&&(e.x=n,e.y=k);null!=p&&null!=b?(e.width=p,e.height=b):d(f,function(){a._.$(q.node,{width:this.offsetWidth,height:this.offsetHeight})});a._.$(q.node,e)}return q};w.ellipse=function(a,d,k,p){var b;z(a,\"object\")&&\"[object Object]\"==a?b=a:null!=a&&(b={cx:a,cy:d,rx:k,ry:p});return this.el(\"ellipse\",b)};\n",
       "w.path=function(a){var d;z(a,\"object\")&&!z(a,\"array\")?d=a:a&&(d={d:a});return this.el(\"path\",d)};w.group=w.g=function(a){var d=this.el(\"g\");1==arguments.length&&a&&!a.type?d.attr(a):arguments.length&&d.add(Array.prototype.slice.call(arguments,0));return d};w.svg=function(a,d,k,p,b,q,e,l){var r={};z(a,\"object\")&&null==d?r=a:(null!=a&&(r.x=a),null!=d&&(r.y=d),null!=k&&(r.width=k),null!=p&&(r.height=p),null!=b&&null!=q&&null!=e&&null!=l&&(r.viewBox=[b,q,e,l]));return this.el(\"svg\",r)};w.mask=function(a){var d=\n",
       "this.el(\"mask\");1==arguments.length&&a&&!a.type?d.attr(a):arguments.length&&d.add(Array.prototype.slice.call(arguments,0));return d};w.ptrn=function(a,d,k,p,b,q,e,l){if(z(a,\"object\"))var r=a;else arguments.length?(r={},null!=a&&(r.x=a),null!=d&&(r.y=d),null!=k&&(r.width=k),null!=p&&(r.height=p),null!=b&&null!=q&&null!=e&&null!=l&&(r.viewBox=[b,q,e,l])):r={patternUnits:\"userSpaceOnUse\"};return this.el(\"pattern\",r)};w.use=function(a){return null!=a?(make(\"use\",this.node),a instanceof v&&(a.attr(\"id\")||\n",
       "a.attr({id:ID()}),a=a.attr(\"id\")),this.el(\"use\",{\"xlink:href\":a})):v.prototype.use.call(this)};w.text=function(a,d,k){var p={};z(a,\"object\")?p=a:null!=a&&(p={x:a,y:d,text:k||\"\"});return this.el(\"text\",p)};w.line=function(a,d,k,p){var b={};z(a,\"object\")?b=a:null!=a&&(b={x1:a,x2:k,y1:d,y2:p});return this.el(\"line\",b)};w.polyline=function(a){1<arguments.length&&(a=Array.prototype.slice.call(arguments,0));var d={};z(a,\"object\")&&!z(a,\"array\")?d=a:null!=a&&(d={points:a});return this.el(\"polyline\",d)};\n",
       "w.polygon=function(a){1<arguments.length&&(a=Array.prototype.slice.call(arguments,0));var d={};z(a,\"object\")&&!z(a,\"array\")?d=a:null!=a&&(d={points:a});return this.el(\"polygon\",d)};(function(){function d(){return this.selectAll(\"stop\")}function n(b,d){var f=e(\"stop\"),k={offset:+d+\"%\"};b=a.color(b);k[\"stop-color\"]=b.hex;1>b.opacity&&(k[\"stop-opacity\"]=b.opacity);e(f,k);this.node.appendChild(f);return this}function u(){if(\"linearGradient\"==this.type){var b=e(this.node,\"x1\")||0,d=e(this.node,\"x2\")||\n",
       "1,f=e(this.node,\"y1\")||0,k=e(this.node,\"y2\")||0;return a._.box(b,f,math.abs(d-b),math.abs(k-f))}b=this.node.r||0;return a._.box((this.node.cx||0.5)-b,(this.node.cy||0.5)-b,2*b,2*b)}function p(a,d){function f(a,b){for(var d=(b-u)/(a-w),e=w;e<a;e++)h[e].offset=+(+u+d*(e-w)).toFixed(2);w=a;u=b}var n=k(\"snap.util.grad.parse\",null,d).firstDefined(),p;if(!n)return null;n.params.unshift(a);p=\"l\"==n.type.toLowerCase()?b.apply(0,n.params):q.apply(0,n.params);n.type!=n.type.toLowerCase()&&e(p.node,{gradientUnits:\"userSpaceOnUse\"});\n",
       "var h=n.stops,n=h.length,u=0,w=0;n--;for(var v=0;v<n;v++)\"offset\"in h[v]&&f(v,h[v].offset);h[n].offset=h[n].offset||100;f(n,h[n].offset);for(v=0;v<=n;v++){var y=h[v];p.addStop(y.color,y.offset)}return p}function b(b,k,p,q,w){b=a._.make(\"linearGradient\",b);b.stops=d;b.addStop=n;b.getBBox=u;null!=k&&e(b.node,{x1:k,y1:p,x2:q,y2:w});return b}function q(b,k,p,q,w,h){b=a._.make(\"radialGradient\",b);b.stops=d;b.addStop=n;b.getBBox=u;null!=k&&e(b.node,{cx:k,cy:p,r:q});null!=w&&null!=h&&e(b.node,{fx:w,fy:h});\n",
       "return b}var e=a._.$;w.gradient=function(a){return p(this.defs,a)};w.gradientLinear=function(a,d,e,f){return b(this.defs,a,d,e,f)};w.gradientRadial=function(a,b,d,e,f){return q(this.defs,a,b,d,e,f)};w.toString=function(){var b=this.node.ownerDocument,d=b.createDocumentFragment(),b=b.createElement(\"div\"),e=this.node.cloneNode(!0);d.appendChild(b);b.appendChild(e);a._.$(e,{xmlns:\"http://www.w3.org/2000/svg\"});b=b.innerHTML;d.removeChild(d.firstChild);return b};w.clear=function(){for(var a=this.node.firstChild,\n",
       "b;a;)b=a.nextSibling,\"defs\"!=a.tagName?a.parentNode.removeChild(a):w.clear.call({node:a}),a=b}})()});C.plugin(function(a,k,y,M){function A(a){var b=A.ps=A.ps||{};b[a]?b[a].sleep=100:b[a]={sleep:100};setTimeout(function(){for(var d in b)b[L](d)&&d!=a&&(b[d].sleep--,!b[d].sleep&&delete b[d])});return b[a]}function w(a,b,d,e){null==a&&(a=b=d=e=0);null==b&&(b=a.y,d=a.width,e=a.height,a=a.x);return{x:a,y:b,width:d,w:d,height:e,h:e,x2:a+d,y2:b+e,cx:a+d/2,cy:b+e/2,r1:F.min(d,e)/2,r2:F.max(d,e)/2,r0:F.sqrt(d*\n",
       "d+e*e)/2,path:s(a,b,d,e),vb:[a,b,d,e].join(\" \")}}function z(){return this.join(\",\").replace(N,\"$1\")}function d(a){a=C(a);a.toString=z;return a}function f(a,b,d,h,f,k,l,n,p){if(null==p)return e(a,b,d,h,f,k,l,n);if(0>p||e(a,b,d,h,f,k,l,n)<p)p=void 0;else{var q=0.5,O=1-q,s;for(s=e(a,b,d,h,f,k,l,n,O);0.01<Z(s-p);)q/=2,O+=(s<p?1:-1)*q,s=e(a,b,d,h,f,k,l,n,O);p=O}return u(a,b,d,h,f,k,l,n,p)}function n(b,d){function e(a){return+(+a).toFixed(3)}return a._.cacher(function(a,h,l){a instanceof k&&(a=a.attr(\"d\"));\n",
       "a=I(a);for(var n,p,D,q,O=\"\",s={},c=0,t=0,r=a.length;t<r;t++){D=a[t];if(\"M\"==D[0])n=+D[1],p=+D[2];else{q=f(n,p,D[1],D[2],D[3],D[4],D[5],D[6]);if(c+q>h){if(d&&!s.start){n=f(n,p,D[1],D[2],D[3],D[4],D[5],D[6],h-c);O+=[\"C\"+e(n.start.x),e(n.start.y),e(n.m.x),e(n.m.y),e(n.x),e(n.y)];if(l)return O;s.start=O;O=[\"M\"+e(n.x),e(n.y)+\"C\"+e(n.n.x),e(n.n.y),e(n.end.x),e(n.end.y),e(D[5]),e(D[6])].join();c+=q;n=+D[5];p=+D[6];continue}if(!b&&!d)return n=f(n,p,D[1],D[2],D[3],D[4],D[5],D[6],h-c)}c+=q;n=+D[5];p=+D[6]}O+=\n",
       "D.shift()+D}s.end=O;return n=b?c:d?s:u(n,p,D[0],D[1],D[2],D[3],D[4],D[5],1)},null,a._.clone)}function u(a,b,d,e,h,f,k,l,n){var p=1-n,q=ma(p,3),s=ma(p,2),c=n*n,t=c*n,r=q*a+3*s*n*d+3*p*n*n*h+t*k,q=q*b+3*s*n*e+3*p*n*n*f+t*l,s=a+2*n*(d-a)+c*(h-2*d+a),t=b+2*n*(e-b)+c*(f-2*e+b),x=d+2*n*(h-d)+c*(k-2*h+d),c=e+2*n*(f-e)+c*(l-2*f+e);a=p*a+n*d;b=p*b+n*e;h=p*h+n*k;f=p*f+n*l;l=90-180*F.atan2(s-x,t-c)/S;return{x:r,y:q,m:{x:s,y:t},n:{x:x,y:c},start:{x:a,y:b},end:{x:h,y:f},alpha:l}}function p(b,d,e,h,f,n,k,l){a.is(b,\n",
       "\"array\")||(b=[b,d,e,h,f,n,k,l]);b=U.apply(null,b);return w(b.min.x,b.min.y,b.max.x-b.min.x,b.max.y-b.min.y)}function b(a,b,d){return b>=a.x&&b<=a.x+a.width&&d>=a.y&&d<=a.y+a.height}function q(a,d){a=w(a);d=w(d);return b(d,a.x,a.y)||b(d,a.x2,a.y)||b(d,a.x,a.y2)||b(d,a.x2,a.y2)||b(a,d.x,d.y)||b(a,d.x2,d.y)||b(a,d.x,d.y2)||b(a,d.x2,d.y2)||(a.x<d.x2&&a.x>d.x||d.x<a.x2&&d.x>a.x)&&(a.y<d.y2&&a.y>d.y||d.y<a.y2&&d.y>a.y)}function e(a,b,d,e,h,f,n,k,l){null==l&&(l=1);l=(1<l?1:0>l?0:l)/2;for(var p=[-0.1252,\n",
       "0.1252,-0.3678,0.3678,-0.5873,0.5873,-0.7699,0.7699,-0.9041,0.9041,-0.9816,0.9816],q=[0.2491,0.2491,0.2335,0.2335,0.2032,0.2032,0.1601,0.1601,0.1069,0.1069,0.0472,0.0472],s=0,c=0;12>c;c++)var t=l*p[c]+l,r=t*(t*(-3*a+9*d-9*h+3*n)+6*a-12*d+6*h)-3*a+3*d,t=t*(t*(-3*b+9*e-9*f+3*k)+6*b-12*e+6*f)-3*b+3*e,s=s+q[c]*F.sqrt(r*r+t*t);return l*s}function l(a,b,d){a=I(a);b=I(b);for(var h,f,l,n,k,s,r,O,x,c,t=d?0:[],w=0,v=a.length;w<v;w++)if(x=a[w],\"M\"==x[0])h=k=x[1],f=s=x[2];else{\"C\"==x[0]?(x=[h,f].concat(x.slice(1)),\n",
       "h=x[6],f=x[7]):(x=[h,f,h,f,k,s,k,s],h=k,f=s);for(var G=0,y=b.length;G<y;G++)if(c=b[G],\"M\"==c[0])l=r=c[1],n=O=c[2];else{\"C\"==c[0]?(c=[l,n].concat(c.slice(1)),l=c[6],n=c[7]):(c=[l,n,l,n,r,O,r,O],l=r,n=O);var z;var K=x,B=c;z=d;var H=p(K),J=p(B);if(q(H,J)){for(var H=e.apply(0,K),J=e.apply(0,B),H=~~(H/8),J=~~(J/8),U=[],A=[],F={},M=z?0:[],P=0;P<H+1;P++){var C=u.apply(0,K.concat(P/H));U.push({x:C.x,y:C.y,t:P/H})}for(P=0;P<J+1;P++)C=u.apply(0,B.concat(P/J)),A.push({x:C.x,y:C.y,t:P/J});for(P=0;P<H;P++)for(K=\n",
       "0;K<J;K++){var Q=U[P],L=U[P+1],B=A[K],C=A[K+1],N=0.001>Z(L.x-Q.x)?\"y\":\"x\",S=0.001>Z(C.x-B.x)?\"y\":\"x\",R;R=Q.x;var Y=Q.y,V=L.x,ea=L.y,fa=B.x,ga=B.y,ha=C.x,ia=C.y;if(W(R,V)<X(fa,ha)||X(R,V)>W(fa,ha)||W(Y,ea)<X(ga,ia)||X(Y,ea)>W(ga,ia))R=void 0;else{var $=(R*ea-Y*V)*(fa-ha)-(R-V)*(fa*ia-ga*ha),aa=(R*ea-Y*V)*(ga-ia)-(Y-ea)*(fa*ia-ga*ha),ja=(R-V)*(ga-ia)-(Y-ea)*(fa-ha);if(ja){var $=$/ja,aa=aa/ja,ja=+$.toFixed(2),ba=+aa.toFixed(2);R=ja<+X(R,V).toFixed(2)||ja>+W(R,V).toFixed(2)||ja<+X(fa,ha).toFixed(2)||\n",
       "ja>+W(fa,ha).toFixed(2)||ba<+X(Y,ea).toFixed(2)||ba>+W(Y,ea).toFixed(2)||ba<+X(ga,ia).toFixed(2)||ba>+W(ga,ia).toFixed(2)?void 0:{x:$,y:aa}}else R=void 0}R&&F[R.x.toFixed(4)]!=R.y.toFixed(4)&&(F[R.x.toFixed(4)]=R.y.toFixed(4),Q=Q.t+Z((R[N]-Q[N])/(L[N]-Q[N]))*(L.t-Q.t),B=B.t+Z((R[S]-B[S])/(C[S]-B[S]))*(C.t-B.t),0<=Q&&1>=Q&&0<=B&&1>=B&&(z?M++:M.push({x:R.x,y:R.y,t1:Q,t2:B})))}z=M}else z=z?0:[];if(d)t+=z;else{H=0;for(J=z.length;H<J;H++)z[H].segment1=w,z[H].segment2=G,z[H].bez1=x,z[H].bez2=c;t=t.concat(z)}}}return t}\n",
       "function r(a){var b=A(a);if(b.bbox)return C(b.bbox);if(!a)return w();a=I(a);for(var d=0,e=0,h=[],f=[],l,n=0,k=a.length;n<k;n++)l=a[n],\"M\"==l[0]?(d=l[1],e=l[2],h.push(d),f.push(e)):(d=U(d,e,l[1],l[2],l[3],l[4],l[5],l[6]),h=h.concat(d.min.x,d.max.x),f=f.concat(d.min.y,d.max.y),d=l[5],e=l[6]);a=X.apply(0,h);l=X.apply(0,f);h=W.apply(0,h);f=W.apply(0,f);f=w(a,l,h-a,f-l);b.bbox=C(f);return f}function s(a,b,d,e,h){if(h)return[[\"M\",+a+ +h,b],[\"l\",d-2*h,0],[\"a\",h,h,0,0,1,h,h],[\"l\",0,e-2*h],[\"a\",h,h,0,0,1,\n",
       "-h,h],[\"l\",2*h-d,0],[\"a\",h,h,0,0,1,-h,-h],[\"l\",0,2*h-e],[\"a\",h,h,0,0,1,h,-h],[\"z\"] ];a=[[\"M\",a,b],[\"l\",d,0],[\"l\",0,e],[\"l\",-d,0],[\"z\"] ];a.toString=z;return a}function x(a,b,d,e,h){null==h&&null==e&&(e=d);a=+a;b=+b;d=+d;e=+e;if(null!=h){var f=Math.PI/180,l=a+d*Math.cos(-e*f);a+=d*Math.cos(-h*f);var n=b+d*Math.sin(-e*f);b+=d*Math.sin(-h*f);d=[[\"M\",l,n],[\"A\",d,d,0,+(180<h-e),0,a,b] ]}else d=[[\"M\",a,b],[\"m\",0,-e],[\"a\",d,e,0,1,1,0,2*e],[\"a\",d,e,0,1,1,0,-2*e],[\"z\"] ];d.toString=z;return d}function G(b){var e=\n",
       "A(b);if(e.abs)return d(e.abs);Q(b,\"array\")&&Q(b&&b[0],\"array\")||(b=a.parsePathString(b));if(!b||!b.length)return[[\"M\",0,0] ];var h=[],f=0,l=0,n=0,k=0,p=0;\"M\"==b[0][0]&&(f=+b[0][1],l=+b[0][2],n=f,k=l,p++,h[0]=[\"M\",f,l]);for(var q=3==b.length&&\"M\"==b[0][0]&&\"R\"==b[1][0].toUpperCase()&&\"Z\"==b[2][0].toUpperCase(),s,r,w=p,c=b.length;w<c;w++){h.push(s=[]);r=b[w];p=r[0];if(p!=p.toUpperCase())switch(s[0]=p.toUpperCase(),s[0]){case \"A\":s[1]=r[1];s[2]=r[2];s[3]=r[3];s[4]=r[4];s[5]=r[5];s[6]=+r[6]+f;s[7]=+r[7]+\n",
       "l;break;case \"V\":s[1]=+r[1]+l;break;case \"H\":s[1]=+r[1]+f;break;case \"R\":for(var t=[f,l].concat(r.slice(1)),u=2,v=t.length;u<v;u++)t[u]=+t[u]+f,t[++u]=+t[u]+l;h.pop();h=h.concat(P(t,q));break;case \"O\":h.pop();t=x(f,l,r[1],r[2]);t.push(t[0]);h=h.concat(t);break;case \"U\":h.pop();h=h.concat(x(f,l,r[1],r[2],r[3]));s=[\"U\"].concat(h[h.length-1].slice(-2));break;case \"M\":n=+r[1]+f,k=+r[2]+l;default:for(u=1,v=r.length;u<v;u++)s[u]=+r[u]+(u%2?f:l)}else if(\"R\"==p)t=[f,l].concat(r.slice(1)),h.pop(),h=h.concat(P(t,\n",
       "q)),s=[\"R\"].concat(r.slice(-2));else if(\"O\"==p)h.pop(),t=x(f,l,r[1],r[2]),t.push(t[0]),h=h.concat(t);else if(\"U\"==p)h.pop(),h=h.concat(x(f,l,r[1],r[2],r[3])),s=[\"U\"].concat(h[h.length-1].slice(-2));else for(t=0,u=r.length;t<u;t++)s[t]=r[t];p=p.toUpperCase();if(\"O\"!=p)switch(s[0]){case \"Z\":f=+n;l=+k;break;case \"H\":f=s[1];break;case \"V\":l=s[1];break;case \"M\":n=s[s.length-2],k=s[s.length-1];default:f=s[s.length-2],l=s[s.length-1]}}h.toString=z;e.abs=d(h);return h}function h(a,b,d,e){return[a,b,d,e,d,\n",
       "e]}function J(a,b,d,e,h,f){var l=1/3,n=2/3;return[l*a+n*d,l*b+n*e,l*h+n*d,l*f+n*e,h,f]}function K(b,d,e,h,f,l,n,k,p,s){var r=120*S/180,q=S/180*(+f||0),c=[],t,x=a._.cacher(function(a,b,c){var d=a*F.cos(c)-b*F.sin(c);a=a*F.sin(c)+b*F.cos(c);return{x:d,y:a}});if(s)v=s[0],t=s[1],l=s[2],u=s[3];else{t=x(b,d,-q);b=t.x;d=t.y;t=x(k,p,-q);k=t.x;p=t.y;F.cos(S/180*f);F.sin(S/180*f);t=(b-k)/2;v=(d-p)/2;u=t*t/(e*e)+v*v/(h*h);1<u&&(u=F.sqrt(u),e*=u,h*=u);var u=e*e,w=h*h,u=(l==n?-1:1)*F.sqrt(Z((u*w-u*v*v-w*t*t)/\n",
       "(u*v*v+w*t*t)));l=u*e*v/h+(b+k)/2;var u=u*-h*t/e+(d+p)/2,v=F.asin(((d-u)/h).toFixed(9));t=F.asin(((p-u)/h).toFixed(9));v=b<l?S-v:v;t=k<l?S-t:t;0>v&&(v=2*S+v);0>t&&(t=2*S+t);n&&v>t&&(v-=2*S);!n&&t>v&&(t-=2*S)}if(Z(t-v)>r){var c=t,w=k,G=p;t=v+r*(n&&t>v?1:-1);k=l+e*F.cos(t);p=u+h*F.sin(t);c=K(k,p,e,h,f,0,n,w,G,[t,c,l,u])}l=t-v;f=F.cos(v);r=F.sin(v);n=F.cos(t);t=F.sin(t);l=F.tan(l/4);e=4/3*e*l;l*=4/3*h;h=[b,d];b=[b+e*r,d-l*f];d=[k+e*t,p-l*n];k=[k,p];b[0]=2*h[0]-b[0];b[1]=2*h[1]-b[1];if(s)return[b,d,k].concat(c);\n",
       "c=[b,d,k].concat(c).join().split(\",\");s=[];k=0;for(p=c.length;k<p;k++)s[k]=k%2?x(c[k-1],c[k],q).y:x(c[k],c[k+1],q).x;return s}function U(a,b,d,e,h,f,l,k){for(var n=[],p=[[],[] ],s,r,c,t,q=0;2>q;++q)0==q?(r=6*a-12*d+6*h,s=-3*a+9*d-9*h+3*l,c=3*d-3*a):(r=6*b-12*e+6*f,s=-3*b+9*e-9*f+3*k,c=3*e-3*b),1E-12>Z(s)?1E-12>Z(r)||(s=-c/r,0<s&&1>s&&n.push(s)):(t=r*r-4*c*s,c=F.sqrt(t),0>t||(t=(-r+c)/(2*s),0<t&&1>t&&n.push(t),s=(-r-c)/(2*s),0<s&&1>s&&n.push(s)));for(r=q=n.length;q--;)s=n[q],c=1-s,p[0][q]=c*c*c*a+3*\n",
       "c*c*s*d+3*c*s*s*h+s*s*s*l,p[1][q]=c*c*c*b+3*c*c*s*e+3*c*s*s*f+s*s*s*k;p[0][r]=a;p[1][r]=b;p[0][r+1]=l;p[1][r+1]=k;p[0].length=p[1].length=r+2;return{min:{x:X.apply(0,p[0]),y:X.apply(0,p[1])},max:{x:W.apply(0,p[0]),y:W.apply(0,p[1])}}}function I(a,b){var e=!b&&A(a);if(!b&&e.curve)return d(e.curve);var f=G(a),l=b&&G(b),n={x:0,y:0,bx:0,by:0,X:0,Y:0,qx:null,qy:null},k={x:0,y:0,bx:0,by:0,X:0,Y:0,qx:null,qy:null},p=function(a,b,c){if(!a)return[\"C\",b.x,b.y,b.x,b.y,b.x,b.y];a[0]in{T:1,Q:1}||(b.qx=b.qy=null);\n",
       "switch(a[0]){case \"M\":b.X=a[1];b.Y=a[2];break;case \"A\":a=[\"C\"].concat(K.apply(0,[b.x,b.y].concat(a.slice(1))));break;case \"S\":\"C\"==c||\"S\"==c?(c=2*b.x-b.bx,b=2*b.y-b.by):(c=b.x,b=b.y);a=[\"C\",c,b].concat(a.slice(1));break;case \"T\":\"Q\"==c||\"T\"==c?(b.qx=2*b.x-b.qx,b.qy=2*b.y-b.qy):(b.qx=b.x,b.qy=b.y);a=[\"C\"].concat(J(b.x,b.y,b.qx,b.qy,a[1],a[2]));break;case \"Q\":b.qx=a[1];b.qy=a[2];a=[\"C\"].concat(J(b.x,b.y,a[1],a[2],a[3],a[4]));break;case \"L\":a=[\"C\"].concat(h(b.x,b.y,a[1],a[2]));break;case \"H\":a=[\"C\"].concat(h(b.x,\n",
       "b.y,a[1],b.y));break;case \"V\":a=[\"C\"].concat(h(b.x,b.y,b.x,a[1]));break;case \"Z\":a=[\"C\"].concat(h(b.x,b.y,b.X,b.Y))}return a},s=function(a,b){if(7<a[b].length){a[b].shift();for(var c=a[b];c.length;)q[b]=\"A\",l&&(u[b]=\"A\"),a.splice(b++,0,[\"C\"].concat(c.splice(0,6)));a.splice(b,1);v=W(f.length,l&&l.length||0)}},r=function(a,b,c,d,e){a&&b&&\"M\"==a[e][0]&&\"M\"!=b[e][0]&&(b.splice(e,0,[\"M\",d.x,d.y]),c.bx=0,c.by=0,c.x=a[e][1],c.y=a[e][2],v=W(f.length,l&&l.length||0))},q=[],u=[],c=\"\",t=\"\",x=0,v=W(f.length,\n",
       "l&&l.length||0);for(;x<v;x++){f[x]&&(c=f[x][0]);\"C\"!=c&&(q[x]=c,x&&(t=q[x-1]));f[x]=p(f[x],n,t);\"A\"!=q[x]&&\"C\"==c&&(q[x]=\"C\");s(f,x);l&&(l[x]&&(c=l[x][0]),\"C\"!=c&&(u[x]=c,x&&(t=u[x-1])),l[x]=p(l[x],k,t),\"A\"!=u[x]&&\"C\"==c&&(u[x]=\"C\"),s(l,x));r(f,l,n,k,x);r(l,f,k,n,x);var w=f[x],z=l&&l[x],y=w.length,U=l&&z.length;n.x=w[y-2];n.y=w[y-1];n.bx=$(w[y-4])||n.x;n.by=$(w[y-3])||n.y;k.bx=l&&($(z[U-4])||k.x);k.by=l&&($(z[U-3])||k.y);k.x=l&&z[U-2];k.y=l&&z[U-1]}l||(e.curve=d(f));return l?[f,l]:f}function P(a,\n",
       "b){for(var d=[],e=0,h=a.length;h-2*!b>e;e+=2){var f=[{x:+a[e-2],y:+a[e-1]},{x:+a[e],y:+a[e+1]},{x:+a[e+2],y:+a[e+3]},{x:+a[e+4],y:+a[e+5]}];b?e?h-4==e?f[3]={x:+a[0],y:+a[1]}:h-2==e&&(f[2]={x:+a[0],y:+a[1]},f[3]={x:+a[2],y:+a[3]}):f[0]={x:+a[h-2],y:+a[h-1]}:h-4==e?f[3]=f[2]:e||(f[0]={x:+a[e],y:+a[e+1]});d.push([\"C\",(-f[0].x+6*f[1].x+f[2].x)/6,(-f[0].y+6*f[1].y+f[2].y)/6,(f[1].x+6*f[2].x-f[3].x)/6,(f[1].y+6*f[2].y-f[3].y)/6,f[2].x,f[2].y])}return d}y=k.prototype;var Q=a.is,C=a._.clone,L=\"hasOwnProperty\",\n",
       "N=/,?([a-z]),?/gi,$=parseFloat,F=Math,S=F.PI,X=F.min,W=F.max,ma=F.pow,Z=F.abs;M=n(1);var na=n(),ba=n(0,1),V=a._unit2px;a.path=A;a.path.getTotalLength=M;a.path.getPointAtLength=na;a.path.getSubpath=function(a,b,d){if(1E-6>this.getTotalLength(a)-d)return ba(a,b).end;a=ba(a,d,1);return b?ba(a,b).end:a};y.getTotalLength=function(){if(this.node.getTotalLength)return this.node.getTotalLength()};y.getPointAtLength=function(a){return na(this.attr(\"d\"),a)};y.getSubpath=function(b,d){return a.path.getSubpath(this.attr(\"d\"),\n",
       "b,d)};a._.box=w;a.path.findDotsAtSegment=u;a.path.bezierBBox=p;a.path.isPointInsideBBox=b;a.path.isBBoxIntersect=q;a.path.intersection=function(a,b){return l(a,b)};a.path.intersectionNumber=function(a,b){return l(a,b,1)};a.path.isPointInside=function(a,d,e){var h=r(a);return b(h,d,e)&&1==l(a,[[\"M\",d,e],[\"H\",h.x2+10] ],1)%2};a.path.getBBox=r;a.path.get={path:function(a){return a.attr(\"path\")},circle:function(a){a=V(a);return x(a.cx,a.cy,a.r)},ellipse:function(a){a=V(a);return x(a.cx||0,a.cy||0,a.rx,\n",
       "a.ry)},rect:function(a){a=V(a);return s(a.x||0,a.y||0,a.width,a.height,a.rx,a.ry)},image:function(a){a=V(a);return s(a.x||0,a.y||0,a.width,a.height)},line:function(a){return\"M\"+[a.attr(\"x1\")||0,a.attr(\"y1\")||0,a.attr(\"x2\"),a.attr(\"y2\")]},polyline:function(a){return\"M\"+a.attr(\"points\")},polygon:function(a){return\"M\"+a.attr(\"points\")+\"z\"},deflt:function(a){a=a.node.getBBox();return s(a.x,a.y,a.width,a.height)}};a.path.toRelative=function(b){var e=A(b),h=String.prototype.toLowerCase;if(e.rel)return d(e.rel);\n",
       "a.is(b,\"array\")&&a.is(b&&b[0],\"array\")||(b=a.parsePathString(b));var f=[],l=0,n=0,k=0,p=0,s=0;\"M\"==b[0][0]&&(l=b[0][1],n=b[0][2],k=l,p=n,s++,f.push([\"M\",l,n]));for(var r=b.length;s<r;s++){var q=f[s]=[],x=b[s];if(x[0]!=h.call(x[0]))switch(q[0]=h.call(x[0]),q[0]){case \"a\":q[1]=x[1];q[2]=x[2];q[3]=x[3];q[4]=x[4];q[5]=x[5];q[6]=+(x[6]-l).toFixed(3);q[7]=+(x[7]-n).toFixed(3);break;case \"v\":q[1]=+(x[1]-n).toFixed(3);break;case \"m\":k=x[1],p=x[2];default:for(var c=1,t=x.length;c<t;c++)q[c]=+(x[c]-(c%2?l:\n",
       "n)).toFixed(3)}else for(f[s]=[],\"m\"==x[0]&&(k=x[1]+l,p=x[2]+n),q=0,c=x.length;q<c;q++)f[s][q]=x[q];x=f[s].length;switch(f[s][0]){case \"z\":l=k;n=p;break;case \"h\":l+=+f[s][x-1];break;case \"v\":n+=+f[s][x-1];break;default:l+=+f[s][x-2],n+=+f[s][x-1]}}f.toString=z;e.rel=d(f);return f};a.path.toAbsolute=G;a.path.toCubic=I;a.path.map=function(a,b){if(!b)return a;var d,e,h,f,l,n,k;a=I(a);h=0;for(l=a.length;h<l;h++)for(k=a[h],f=1,n=k.length;f<n;f+=2)d=b.x(k[f],k[f+1]),e=b.y(k[f],k[f+1]),k[f]=d,k[f+1]=e;return a};\n",
       "a.path.toString=z;a.path.clone=d});C.plugin(function(a,v,y,C){var A=Math.max,w=Math.min,z=function(a){this.items=[];this.bindings={};this.length=0;this.type=\"set\";if(a)for(var f=0,n=a.length;f<n;f++)a[f]&&(this[this.items.length]=this.items[this.items.length]=a[f],this.length++)};v=z.prototype;v.push=function(){for(var a,f,n=0,k=arguments.length;n<k;n++)if(a=arguments[n])f=this.items.length,this[f]=this.items[f]=a,this.length++;return this};v.pop=function(){this.length&&delete this[this.length--];\n",
       "return this.items.pop()};v.forEach=function(a,f){for(var n=0,k=this.items.length;n<k&&!1!==a.call(f,this.items[n],n);n++);return this};v.animate=function(d,f,n,u){\"function\"!=typeof n||n.length||(u=n,n=L.linear);d instanceof a._.Animation&&(u=d.callback,n=d.easing,f=n.dur,d=d.attr);var p=arguments;if(a.is(d,\"array\")&&a.is(p[p.length-1],\"array\"))var b=!0;var q,e=function(){q?this.b=q:q=this.b},l=0,r=u&&function(){l++==this.length&&u.call(this)};return this.forEach(function(a,l){k.once(\"snap.animcreated.\"+\n",
       "a.id,e);b?p[l]&&a.animate.apply(a,p[l]):a.animate(d,f,n,r)})};v.remove=function(){for(;this.length;)this.pop().remove();return this};v.bind=function(a,f,k){var u={};if(\"function\"==typeof f)this.bindings[a]=f;else{var p=k||a;this.bindings[a]=function(a){u[p]=a;f.attr(u)}}return this};v.attr=function(a){var f={},k;for(k in a)if(this.bindings[k])this.bindings[k](a[k]);else f[k]=a[k];a=0;for(k=this.items.length;a<k;a++)this.items[a].attr(f);return this};v.clear=function(){for(;this.length;)this.pop()};\n",
       "v.splice=function(a,f,k){a=0>a?A(this.length+a,0):a;f=A(0,w(this.length-a,f));var u=[],p=[],b=[],q;for(q=2;q<arguments.length;q++)b.push(arguments[q]);for(q=0;q<f;q++)p.push(this[a+q]);for(;q<this.length-a;q++)u.push(this[a+q]);var e=b.length;for(q=0;q<e+u.length;q++)this.items[a+q]=this[a+q]=q<e?b[q]:u[q-e];for(q=this.items.length=this.length-=f-e;this[q];)delete this[q++];return new z(p)};v.exclude=function(a){for(var f=0,k=this.length;f<k;f++)if(this[f]==a)return this.splice(f,1),!0;return!1};\n",
       "v.insertAfter=function(a){for(var f=this.items.length;f--;)this.items[f].insertAfter(a);return this};v.getBBox=function(){for(var a=[],f=[],k=[],u=[],p=this.items.length;p--;)if(!this.items[p].removed){var b=this.items[p].getBBox();a.push(b.x);f.push(b.y);k.push(b.x+b.width);u.push(b.y+b.height)}a=w.apply(0,a);f=w.apply(0,f);k=A.apply(0,k);u=A.apply(0,u);return{x:a,y:f,x2:k,y2:u,width:k-a,height:u-f,cx:a+(k-a)/2,cy:f+(u-f)/2}};v.clone=function(a){a=new z;for(var f=0,k=this.items.length;f<k;f++)a.push(this.items[f].clone());\n",
       "return a};v.toString=function(){return\"Snap\\u2018s set\"};v.type=\"set\";a.set=function(){var a=new z;arguments.length&&a.push.apply(a,Array.prototype.slice.call(arguments,0));return a}});C.plugin(function(a,v,y,C){function A(a){var b=a[0];switch(b.toLowerCase()){case \"t\":return[b,0,0];case \"m\":return[b,1,0,0,1,0,0];case \"r\":return 4==a.length?[b,0,a[2],a[3] ]:[b,0];case \"s\":return 5==a.length?[b,1,1,a[3],a[4] ]:3==a.length?[b,1,1]:[b,1]}}function w(b,d,f){d=q(d).replace(/\\.{3}|\\u2026/g,b);b=a.parseTransformString(b)||\n",
       "[];d=a.parseTransformString(d)||[];for(var k=Math.max(b.length,d.length),p=[],v=[],h=0,w,z,y,I;h<k;h++){y=b[h]||A(d[h]);I=d[h]||A(y);if(y[0]!=I[0]||\"r\"==y[0].toLowerCase()&&(y[2]!=I[2]||y[3]!=I[3])||\"s\"==y[0].toLowerCase()&&(y[3]!=I[3]||y[4]!=I[4])){b=a._.transform2matrix(b,f());d=a._.transform2matrix(d,f());p=[[\"m\",b.a,b.b,b.c,b.d,b.e,b.f] ];v=[[\"m\",d.a,d.b,d.c,d.d,d.e,d.f] ];break}p[h]=[];v[h]=[];w=0;for(z=Math.max(y.length,I.length);w<z;w++)w in y&&(p[h][w]=y[w]),w in I&&(v[h][w]=I[w])}return{from:u(p),\n",
       "to:u(v),f:n(p)}}function z(a){return a}function d(a){return function(b){return+b.toFixed(3)+a}}function f(b){return a.rgb(b[0],b[1],b[2])}function n(a){var b=0,d,f,k,n,h,p,q=[];d=0;for(f=a.length;d<f;d++){h=\"[\";p=['\"'+a[d][0]+'\"'];k=1;for(n=a[d].length;k<n;k++)p[k]=\"val[\"+b++ +\"]\";h+=p+\"]\";q[d]=h}return Function(\"val\",\"return Snap.path.toString.call([\"+q+\"])\")}function u(a){for(var b=[],d=0,f=a.length;d<f;d++)for(var k=1,n=a[d].length;k<n;k++)b.push(a[d][k]);return b}var p={},b=/[a-z]+$/i,q=String;\n",
       "p.stroke=p.fill=\"colour\";v.prototype.equal=function(a,b){return k(\"snap.util.equal\",this,a,b).firstDefined()};k.on(\"snap.util.equal\",function(e,k){var r,s;r=q(this.attr(e)||\"\");var x=this;if(r==+r&&k==+k)return{from:+r,to:+k,f:z};if(\"colour\"==p[e])return r=a.color(r),s=a.color(k),{from:[r.r,r.g,r.b,r.opacity],to:[s.r,s.g,s.b,s.opacity],f:f};if(\"transform\"==e||\"gradientTransform\"==e||\"patternTransform\"==e)return k instanceof a.Matrix&&(k=k.toTransformString()),a._.rgTransform.test(k)||(k=a._.svgTransform2string(k)),\n",
       "w(r,k,function(){return x.getBBox(1)});if(\"d\"==e||\"path\"==e)return r=a.path.toCubic(r,k),{from:u(r[0]),to:u(r[1]),f:n(r[0])};if(\"points\"==e)return r=q(r).split(a._.separator),s=q(k).split(a._.separator),{from:r,to:s,f:function(a){return a}};aUnit=r.match(b);s=q(k).match(b);return aUnit&&aUnit==s?{from:parseFloat(r),to:parseFloat(k),f:d(aUnit)}:{from:this.asPX(e),to:this.asPX(e,k),f:z}})});C.plugin(function(a,v,y,C){var A=v.prototype,w=\"createTouch\"in C.doc;v=\"click dblclick mousedown mousemove mouseout mouseover mouseup touchstart touchmove touchend touchcancel\".split(\" \");\n",
       "var z={mousedown:\"touchstart\",mousemove:\"touchmove\",mouseup:\"touchend\"},d=function(a,b){var d=\"y\"==a?\"scrollTop\":\"scrollLeft\",e=b&&b.node?b.node.ownerDocument:C.doc;return e[d in e.documentElement?\"documentElement\":\"body\"][d]},f=function(){this.returnValue=!1},n=function(){return this.originalEvent.preventDefault()},u=function(){this.cancelBubble=!0},p=function(){return this.originalEvent.stopPropagation()},b=function(){if(C.doc.addEventListener)return function(a,b,e,f){var k=w&&z[b]?z[b]:b,l=function(k){var l=\n",
       "d(\"y\",f),q=d(\"x\",f);if(w&&z.hasOwnProperty(b))for(var r=0,u=k.targetTouches&&k.targetTouches.length;r<u;r++)if(k.targetTouches[r].target==a||a.contains(k.targetTouches[r].target)){u=k;k=k.targetTouches[r];k.originalEvent=u;k.preventDefault=n;k.stopPropagation=p;break}return e.call(f,k,k.clientX+q,k.clientY+l)};b!==k&&a.addEventListener(b,l,!1);a.addEventListener(k,l,!1);return function(){b!==k&&a.removeEventListener(b,l,!1);a.removeEventListener(k,l,!1);return!0}};if(C.doc.attachEvent)return function(a,\n",
       "b,e,h){var k=function(a){a=a||h.node.ownerDocument.window.event;var b=d(\"y\",h),k=d(\"x\",h),k=a.clientX+k,b=a.clientY+b;a.preventDefault=a.preventDefault||f;a.stopPropagation=a.stopPropagation||u;return e.call(h,a,k,b)};a.attachEvent(\"on\"+b,k);return function(){a.detachEvent(\"on\"+b,k);return!0}}}(),q=[],e=function(a){for(var b=a.clientX,e=a.clientY,f=d(\"y\"),l=d(\"x\"),n,p=q.length;p--;){n=q[p];if(w)for(var r=a.touches&&a.touches.length,u;r--;){if(u=a.touches[r],u.identifier==n.el._drag.id||n.el.node.contains(u.target)){b=\n",
       "u.clientX;e=u.clientY;(a.originalEvent?a.originalEvent:a).preventDefault();break}}else a.preventDefault();b+=l;e+=f;k(\"snap.drag.move.\"+n.el.id,n.move_scope||n.el,b-n.el._drag.x,e-n.el._drag.y,b,e,a)}},l=function(b){a.unmousemove(e).unmouseup(l);for(var d=q.length,f;d--;)f=q[d],f.el._drag={},k(\"snap.drag.end.\"+f.el.id,f.end_scope||f.start_scope||f.move_scope||f.el,b);q=[]};for(y=v.length;y--;)(function(d){a[d]=A[d]=function(e,f){a.is(e,\"function\")&&(this.events=this.events||[],this.events.push({name:d,\n",
       "f:e,unbind:b(this.node||document,d,e,f||this)}));return this};a[\"un\"+d]=A[\"un\"+d]=function(a){for(var b=this.events||[],e=b.length;e--;)if(b[e].name==d&&(b[e].f==a||!a)){b[e].unbind();b.splice(e,1);!b.length&&delete this.events;break}return this}})(v[y]);A.hover=function(a,b,d,e){return this.mouseover(a,d).mouseout(b,e||d)};A.unhover=function(a,b){return this.unmouseover(a).unmouseout(b)};var r=[];A.drag=function(b,d,f,h,n,p){function u(r,v,w){(r.originalEvent||r).preventDefault();this._drag.x=v;\n",
       "this._drag.y=w;this._drag.id=r.identifier;!q.length&&a.mousemove(e).mouseup(l);q.push({el:this,move_scope:h,start_scope:n,end_scope:p});d&&k.on(\"snap.drag.start.\"+this.id,d);b&&k.on(\"snap.drag.move.\"+this.id,b);f&&k.on(\"snap.drag.end.\"+this.id,f);k(\"snap.drag.start.\"+this.id,n||h||this,v,w,r)}if(!arguments.length){var v;return this.drag(function(a,b){this.attr({transform:v+(v?\"T\":\"t\")+[a,b]})},function(){v=this.transform().local})}this._drag={};r.push({el:this,start:u});this.mousedown(u);return this};\n",
       "A.undrag=function(){for(var b=r.length;b--;)r[b].el==this&&(this.unmousedown(r[b].start),r.splice(b,1),k.unbind(\"snap.drag.*.\"+this.id));!r.length&&a.unmousemove(e).unmouseup(l);return this}});C.plugin(function(a,v,y,C){y=y.prototype;var A=/^\\s*url\\((.+)\\)/,w=String,z=a._.$;a.filter={};y.filter=function(d){var f=this;\"svg\"!=f.type&&(f=f.paper);d=a.parse(w(d));var k=a._.id(),u=z(\"filter\");z(u,{id:k,filterUnits:\"userSpaceOnUse\"});u.appendChild(d.node);f.defs.appendChild(u);return new v(u)};k.on(\"snap.util.getattr.filter\",\n",
       "function(){k.stop();var d=z(this.node,\"filter\");if(d)return(d=w(d).match(A))&&a.select(d[1])});k.on(\"snap.util.attr.filter\",function(d){if(d instanceof v&&\"filter\"==d.type){k.stop();var f=d.node.id;f||(z(d.node,{id:d.id}),f=d.id);z(this.node,{filter:a.url(f)})}d&&\"none\"!=d||(k.stop(),this.node.removeAttribute(\"filter\"))});a.filter.blur=function(d,f){null==d&&(d=2);return a.format('<feGaussianBlur stdDeviation=\"{def}\"/>',{def:null==f?d:[d,f]})};a.filter.blur.toString=function(){return this()};a.filter.shadow=\n",
       "function(d,f,k,u,p){\"string\"==typeof k&&(p=u=k,k=4);\"string\"!=typeof u&&(p=u,u=\"#000\");null==k&&(k=4);null==p&&(p=1);null==d&&(d=0,f=2);null==f&&(f=d);u=a.color(u||\"#000\");return a.format('<feGaussianBlur in=\"SourceAlpha\" stdDeviation=\"{blur}\"/><feOffset dx=\"{dx}\" dy=\"{dy}\" result=\"offsetblur\"/><feFlood flood-color=\"{color}\"/><feComposite in2=\"offsetblur\" operator=\"in\"/><feComponentTransfer><feFuncA type=\"linear\" slope=\"{opacity}\"/></feComponentTransfer><feMerge><feMergeNode/><feMergeNode in=\"SourceGraphic\"/></feMerge>',\n",
       "{color:u,dx:d,dy:f,blur:k,opacity:p})};a.filter.shadow.toString=function(){return this()};a.filter.grayscale=function(d){null==d&&(d=1);return a.format('<feColorMatrix type=\"matrix\" values=\"{a} {b} {c} 0 0 {d} {e} {f} 0 0 {g} {b} {h} 0 0 0 0 0 1 0\"/>',{a:0.2126+0.7874*(1-d),b:0.7152-0.7152*(1-d),c:0.0722-0.0722*(1-d),d:0.2126-0.2126*(1-d),e:0.7152+0.2848*(1-d),f:0.0722-0.0722*(1-d),g:0.2126-0.2126*(1-d),h:0.0722+0.9278*(1-d)})};a.filter.grayscale.toString=function(){return this()};a.filter.sepia=\n",
       "function(d){null==d&&(d=1);return a.format('<feColorMatrix type=\"matrix\" values=\"{a} {b} {c} 0 0 {d} {e} {f} 0 0 {g} {h} {i} 0 0 0 0 0 1 0\"/>',{a:0.393+0.607*(1-d),b:0.769-0.769*(1-d),c:0.189-0.189*(1-d),d:0.349-0.349*(1-d),e:0.686+0.314*(1-d),f:0.168-0.168*(1-d),g:0.272-0.272*(1-d),h:0.534-0.534*(1-d),i:0.131+0.869*(1-d)})};a.filter.sepia.toString=function(){return this()};a.filter.saturate=function(d){null==d&&(d=1);return a.format('<feColorMatrix type=\"saturate\" values=\"{amount}\"/>',{amount:1-\n",
       "d})};a.filter.saturate.toString=function(){return this()};a.filter.hueRotate=function(d){return a.format('<feColorMatrix type=\"hueRotate\" values=\"{angle}\"/>',{angle:d||0})};a.filter.hueRotate.toString=function(){return this()};a.filter.invert=function(d){null==d&&(d=1);return a.format('<feComponentTransfer><feFuncR type=\"table\" tableValues=\"{amount} {amount2}\"/><feFuncG type=\"table\" tableValues=\"{amount} {amount2}\"/><feFuncB type=\"table\" tableValues=\"{amount} {amount2}\"/></feComponentTransfer>',{amount:d,\n",
       "amount2:1-d})};a.filter.invert.toString=function(){return this()};a.filter.brightness=function(d){null==d&&(d=1);return a.format('<feComponentTransfer><feFuncR type=\"linear\" slope=\"{amount}\"/><feFuncG type=\"linear\" slope=\"{amount}\"/><feFuncB type=\"linear\" slope=\"{amount}\"/></feComponentTransfer>',{amount:d})};a.filter.brightness.toString=function(){return this()};a.filter.contrast=function(d){null==d&&(d=1);return a.format('<feComponentTransfer><feFuncR type=\"linear\" slope=\"{amount}\" intercept=\"{amount2}\"/><feFuncG type=\"linear\" slope=\"{amount}\" intercept=\"{amount2}\"/><feFuncB type=\"linear\" slope=\"{amount}\" intercept=\"{amount2}\"/></feComponentTransfer>',\n",
       "{amount:d,amount2:0.5-d/2})};a.filter.contrast.toString=function(){return this()}});return C});\n",
       "\n",
       "]]> </script>\n",
       "<script> <![CDATA[\n",
       "\n",
       "(function (glob, factory) {\n",
       "    // AMD support\n",
       "    if (typeof define === \"function\" && define.amd) {\n",
       "        // Define as an anonymous module\n",
       "        define(\"Gadfly\", [\"Snap.svg\"], function (Snap) {\n",
       "            return factory(Snap);\n",
       "        });\n",
       "    } else {\n",
       "        // Browser globals (glob is window)\n",
       "        // Snap adds itself to window\n",
       "        glob.Gadfly = factory(glob.Snap);\n",
       "    }\n",
       "}(this, function (Snap) {\n",
       "\n",
       "var Gadfly = {};\n",
       "\n",
       "// Get an x/y coordinate value in pixels\n",
       "var xPX = function(fig, x) {\n",
       "    var client_box = fig.node.getBoundingClientRect();\n",
       "    return x * fig.node.viewBox.baseVal.width / client_box.width;\n",
       "};\n",
       "\n",
       "var yPX = function(fig, y) {\n",
       "    var client_box = fig.node.getBoundingClientRect();\n",
       "    return y * fig.node.viewBox.baseVal.height / client_box.height;\n",
       "};\n",
       "\n",
       "\n",
       "Snap.plugin(function (Snap, Element, Paper, global) {\n",
       "    // Traverse upwards from a snap element to find and return the first\n",
       "    // note with the \"plotroot\" class.\n",
       "    Element.prototype.plotroot = function () {\n",
       "        var element = this;\n",
       "        while (!element.hasClass(\"plotroot\") && element.parent() != null) {\n",
       "            element = element.parent();\n",
       "        }\n",
       "        return element;\n",
       "    };\n",
       "\n",
       "    Element.prototype.svgroot = function () {\n",
       "        var element = this;\n",
       "        while (element.node.nodeName != \"svg\" && element.parent() != null) {\n",
       "            element = element.parent();\n",
       "        }\n",
       "        return element;\n",
       "    };\n",
       "\n",
       "    Element.prototype.plotbounds = function () {\n",
       "        var root = this.plotroot()\n",
       "        var bbox = root.select(\".guide.background\").node.getBBox();\n",
       "        return {\n",
       "            x0: bbox.x,\n",
       "            x1: bbox.x + bbox.width,\n",
       "            y0: bbox.y,\n",
       "            y1: bbox.y + bbox.height\n",
       "        };\n",
       "    };\n",
       "\n",
       "    Element.prototype.plotcenter = function () {\n",
       "        var root = this.plotroot()\n",
       "        var bbox = root.select(\".guide.background\").node.getBBox();\n",
       "        return {\n",
       "            x: bbox.x + bbox.width / 2,\n",
       "            y: bbox.y + bbox.height / 2\n",
       "        };\n",
       "    };\n",
       "\n",
       "    // Emulate IE style mouseenter/mouseleave events, since Microsoft always\n",
       "    // does everything right.\n",
       "    // See: http://www.dynamic-tools.net/toolbox/isMouseLeaveOrEnter/\n",
       "    var events = [\"mouseenter\", \"mouseleave\"];\n",
       "\n",
       "    for (i in events) {\n",
       "        (function (event_name) {\n",
       "            var event_name = events[i];\n",
       "            Element.prototype[event_name] = function (fn, scope) {\n",
       "                if (Snap.is(fn, \"function\")) {\n",
       "                    var fn2 = function (event) {\n",
       "                        if (event.type != \"mouseover\" && event.type != \"mouseout\") {\n",
       "                            return;\n",
       "                        }\n",
       "\n",
       "                        var reltg = event.relatedTarget ? event.relatedTarget :\n",
       "                            event.type == \"mouseout\" ? event.toElement : event.fromElement;\n",
       "                        while (reltg && reltg != this.node) reltg = reltg.parentNode;\n",
       "\n",
       "                        if (reltg != this.node) {\n",
       "                            return fn.apply(this, event);\n",
       "                        }\n",
       "                    };\n",
       "\n",
       "                    if (event_name == \"mouseenter\") {\n",
       "                        this.mouseover(fn2, scope);\n",
       "                    } else {\n",
       "                        this.mouseout(fn2, scope);\n",
       "                    }\n",
       "                }\n",
       "                return this;\n",
       "            };\n",
       "        })(events[i]);\n",
       "    }\n",
       "\n",
       "\n",
       "    Element.prototype.mousewheel = function (fn, scope) {\n",
       "        if (Snap.is(fn, \"function\")) {\n",
       "            var el = this;\n",
       "            var fn2 = function (event) {\n",
       "                fn.apply(el, [event]);\n",
       "            };\n",
       "        }\n",
       "\n",
       "        this.node.addEventListener(\n",
       "            /Firefox/i.test(navigator.userAgent) ? \"DOMMouseScroll\" : \"mousewheel\",\n",
       "            fn2);\n",
       "\n",
       "        return this;\n",
       "    };\n",
       "\n",
       "\n",
       "    // Snap's attr function can be too slow for things like panning/zooming.\n",
       "    // This is a function to directly update element attributes without going\n",
       "    // through eve.\n",
       "    Element.prototype.attribute = function(key, val) {\n",
       "        if (val === undefined) {\n",
       "            return this.node.getAttribute(key);\n",
       "        } else {\n",
       "            this.node.setAttribute(key, val);\n",
       "            return this;\n",
       "        }\n",
       "    };\n",
       "\n",
       "    Element.prototype.init_gadfly = function() {\n",
       "        this.mouseenter(Gadfly.plot_mouseover)\n",
       "            .mouseleave(Gadfly.plot_mouseout)\n",
       "            .dblclick(Gadfly.plot_dblclick)\n",
       "            .mousewheel(Gadfly.guide_background_scroll)\n",
       "            .drag(Gadfly.guide_background_drag_onmove,\n",
       "                  Gadfly.guide_background_drag_onstart,\n",
       "                  Gadfly.guide_background_drag_onend);\n",
       "        this.mouseenter(function (event) {\n",
       "            init_pan_zoom(this.plotroot());\n",
       "        });\n",
       "        return this;\n",
       "    };\n",
       "});\n",
       "\n",
       "\n",
       "// When the plot is moused over, emphasize the grid lines.\n",
       "Gadfly.plot_mouseover = function(event) {\n",
       "    var root = this.plotroot();\n",
       "\n",
       "    var keyboard_zoom = function(event) {\n",
       "        if (event.which == 187) { // plus\n",
       "            increase_zoom_by_position(root, 0.1, true);\n",
       "        } else if (event.which == 189) { // minus\n",
       "            increase_zoom_by_position(root, -0.1, true);\n",
       "        }\n",
       "    };\n",
       "    root.data(\"keyboard_zoom\", keyboard_zoom);\n",
       "    window.addEventListener(\"keyup\", keyboard_zoom);\n",
       "\n",
       "    var xgridlines = root.select(\".xgridlines\"),\n",
       "        ygridlines = root.select(\".ygridlines\");\n",
       "\n",
       "    xgridlines.data(\"unfocused_strokedash\",\n",
       "                    xgridlines.attribute(\"stroke-dasharray\").replace(/(\\d)(,|$)/g, \"$1mm$2\"));\n",
       "    ygridlines.data(\"unfocused_strokedash\",\n",
       "                    ygridlines.attribute(\"stroke-dasharray\").replace(/(\\d)(,|$)/g, \"$1mm$2\"));\n",
       "\n",
       "    // emphasize grid lines\n",
       "    var destcolor = root.data(\"focused_xgrid_color\");\n",
       "    xgridlines.attribute(\"stroke-dasharray\", \"none\")\n",
       "              .selectAll(\"path\")\n",
       "              .animate({stroke: destcolor}, 250);\n",
       "\n",
       "    destcolor = root.data(\"focused_ygrid_color\");\n",
       "    ygridlines.attribute(\"stroke-dasharray\", \"none\")\n",
       "              .selectAll(\"path\")\n",
       "              .animate({stroke: destcolor}, 250);\n",
       "\n",
       "    // reveal zoom slider\n",
       "    root.select(\".zoomslider\")\n",
       "        .animate({opacity: 1.0}, 250);\n",
       "};\n",
       "\n",
       "// Reset pan and zoom on double click\n",
       "Gadfly.plot_dblclick = function(event) {\n",
       "  set_plot_pan_zoom(this.plotroot(), 0.0, 0.0, 1.0);\n",
       "};\n",
       "\n",
       "// Unemphasize grid lines on mouse out.\n",
       "Gadfly.plot_mouseout = function(event) {\n",
       "    var root = this.plotroot();\n",
       "\n",
       "    window.removeEventListener(\"keyup\", root.data(\"keyboard_zoom\"));\n",
       "    root.data(\"keyboard_zoom\", undefined);\n",
       "\n",
       "    var xgridlines = root.select(\".xgridlines\"),\n",
       "        ygridlines = root.select(\".ygridlines\");\n",
       "\n",
       "    var destcolor = root.data(\"unfocused_xgrid_color\");\n",
       "\n",
       "    xgridlines.attribute(\"stroke-dasharray\", xgridlines.data(\"unfocused_strokedash\"))\n",
       "              .selectAll(\"path\")\n",
       "              .animate({stroke: destcolor}, 250);\n",
       "\n",
       "    destcolor = root.data(\"unfocused_ygrid_color\");\n",
       "    ygridlines.attribute(\"stroke-dasharray\", ygridlines.data(\"unfocused_strokedash\"))\n",
       "              .selectAll(\"path\")\n",
       "              .animate({stroke: destcolor}, 250);\n",
       "\n",
       "    // hide zoom slider\n",
       "    root.select(\".zoomslider\")\n",
       "        .animate({opacity: 0.0}, 250);\n",
       "};\n",
       "\n",
       "\n",
       "var set_geometry_transform = function(root, tx, ty, scale) {\n",
       "    var xscalable = root.hasClass(\"xscalable\"),\n",
       "        yscalable = root.hasClass(\"yscalable\");\n",
       "\n",
       "    var old_scale = root.data(\"scale\");\n",
       "\n",
       "    var xscale = xscalable ? scale : 1.0,\n",
       "        yscale = yscalable ? scale : 1.0;\n",
       "\n",
       "    tx = xscalable ? tx : 0.0;\n",
       "    ty = yscalable ? ty : 0.0;\n",
       "\n",
       "    var t = new Snap.Matrix().translate(tx, ty).scale(xscale, yscale);\n",
       "\n",
       "    root.selectAll(\".geometry, image\")\n",
       "        .forEach(function (element, i) {\n",
       "            element.transform(t);\n",
       "        });\n",
       "\n",
       "    bounds = root.plotbounds();\n",
       "\n",
       "    if (yscalable) {\n",
       "        var xfixed_t = new Snap.Matrix().translate(0, ty).scale(1.0, yscale);\n",
       "        root.selectAll(\".xfixed\")\n",
       "            .forEach(function (element, i) {\n",
       "                element.transform(xfixed_t);\n",
       "            });\n",
       "\n",
       "        root.select(\".ylabels\")\n",
       "            .transform(xfixed_t)\n",
       "            .selectAll(\"text\")\n",
       "            .forEach(function (element, i) {\n",
       "                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n",
       "                    var cx = element.asPX(\"x\"),\n",
       "                        cy = element.asPX(\"y\");\n",
       "                    var st = element.data(\"static_transform\");\n",
       "                    unscale_t = new Snap.Matrix();\n",
       "                    unscale_t.scale(1, 1/scale, cx, cy).add(st);\n",
       "                    element.transform(unscale_t);\n",
       "\n",
       "                    var y = cy * scale + ty;\n",
       "                    element.attr(\"visibility\",\n",
       "                        bounds.y0 <= y && y <= bounds.y1 ? \"visible\" : \"hidden\");\n",
       "                }\n",
       "            });\n",
       "    }\n",
       "\n",
       "    if (xscalable) {\n",
       "        var yfixed_t = new Snap.Matrix().translate(tx, 0).scale(xscale, 1.0);\n",
       "        var xtrans = new Snap.Matrix().translate(tx, 0);\n",
       "        root.selectAll(\".yfixed\")\n",
       "            .forEach(function (element, i) {\n",
       "                element.transform(yfixed_t);\n",
       "            });\n",
       "\n",
       "        root.select(\".xlabels\")\n",
       "            .transform(yfixed_t)\n",
       "            .selectAll(\"text\")\n",
       "            .forEach(function (element, i) {\n",
       "                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n",
       "                    var cx = element.asPX(\"x\"),\n",
       "                        cy = element.asPX(\"y\");\n",
       "                    var st = element.data(\"static_transform\");\n",
       "                    unscale_t = new Snap.Matrix();\n",
       "                    unscale_t.scale(1/scale, 1, cx, cy).add(st);\n",
       "\n",
       "                    element.transform(unscale_t);\n",
       "\n",
       "                    var x = cx * scale + tx;\n",
       "                    element.attr(\"visibility\",\n",
       "                        bounds.x0 <= x && x <= bounds.x1 ? \"visible\" : \"hidden\");\n",
       "                    }\n",
       "            });\n",
       "    }\n",
       "\n",
       "    // we must unscale anything that is scale invariance: widths, raiduses, etc.\n",
       "    var size_attribs = [\"font-size\"];\n",
       "    var unscaled_selection = \".geometry, .geometry *\";\n",
       "    if (xscalable) {\n",
       "        size_attribs.push(\"rx\");\n",
       "        unscaled_selection += \", .xgridlines\";\n",
       "    }\n",
       "    if (yscalable) {\n",
       "        size_attribs.push(\"ry\");\n",
       "        unscaled_selection += \", .ygridlines\";\n",
       "    }\n",
       "\n",
       "    root.selectAll(unscaled_selection)\n",
       "        .forEach(function (element, i) {\n",
       "            // circle need special help\n",
       "            if (element.node.nodeName == \"circle\") {\n",
       "                var cx = element.attribute(\"cx\"),\n",
       "                    cy = element.attribute(\"cy\");\n",
       "                unscale_t = new Snap.Matrix().scale(1/xscale, 1/yscale,\n",
       "                                                        cx, cy);\n",
       "                element.transform(unscale_t);\n",
       "                return;\n",
       "            }\n",
       "\n",
       "            for (i in size_attribs) {\n",
       "                var key = size_attribs[i];\n",
       "                var val = parseFloat(element.attribute(key));\n",
       "                if (val !== undefined && val != 0 && !isNaN(val)) {\n",
       "                    element.attribute(key, val * old_scale / scale);\n",
       "                }\n",
       "            }\n",
       "        });\n",
       "};\n",
       "\n",
       "\n",
       "// Find the most appropriate tick scale and update label visibility.\n",
       "var update_tickscale = function(root, scale, axis) {\n",
       "    if (!root.hasClass(axis + \"scalable\")) return;\n",
       "\n",
       "    var tickscales = root.data(axis + \"tickscales\");\n",
       "    var best_tickscale = 1.0;\n",
       "    var best_tickscale_dist = Infinity;\n",
       "    for (tickscale in tickscales) {\n",
       "        var dist = Math.abs(Math.log(tickscale) - Math.log(scale));\n",
       "        if (dist < best_tickscale_dist) {\n",
       "            best_tickscale_dist = dist;\n",
       "            best_tickscale = tickscale;\n",
       "        }\n",
       "    }\n",
       "\n",
       "    if (best_tickscale != root.data(axis + \"tickscale\")) {\n",
       "        root.data(axis + \"tickscale\", best_tickscale);\n",
       "        var mark_inscale_gridlines = function (element, i) {\n",
       "            var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n",
       "            element.attribute(\"gadfly:inscale\", inscale);\n",
       "            element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n",
       "        };\n",
       "\n",
       "        var mark_inscale_labels = function (element, i) {\n",
       "            var inscale = element.attr(\"gadfly:scale\") == best_tickscale;\n",
       "            element.attribute(\"gadfly:inscale\", inscale);\n",
       "            element.attr(\"visibility\", inscale ? \"visible\" : \"hidden\");\n",
       "        };\n",
       "\n",
       "        root.select(\".\" + axis + \"gridlines\").selectAll(\"path\").forEach(mark_inscale_gridlines);\n",
       "        root.select(\".\" + axis + \"labels\").selectAll(\"text\").forEach(mark_inscale_labels);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "var set_plot_pan_zoom = function(root, tx, ty, scale) {\n",
       "    var old_scale = root.data(\"scale\");\n",
       "    var bounds = root.plotbounds();\n",
       "\n",
       "    var width = bounds.x1 - bounds.x0,\n",
       "        height = bounds.y1 - bounds.y0;\n",
       "\n",
       "    // compute the viewport derived from tx, ty, and scale\n",
       "    var x_min = -width * scale - (scale * width - width),\n",
       "        x_max = width * scale,\n",
       "        y_min = -height * scale - (scale * height - height),\n",
       "        y_max = height * scale;\n",
       "\n",
       "    var x0 = bounds.x0 - scale * bounds.x0,\n",
       "        y0 = bounds.y0 - scale * bounds.y0;\n",
       "\n",
       "    var tx = Math.max(Math.min(tx - x0, x_max), x_min),\n",
       "        ty = Math.max(Math.min(ty - y0, y_max), y_min);\n",
       "\n",
       "    tx += x0;\n",
       "    ty += y0;\n",
       "\n",
       "    // when the scale change, we may need to alter which set of\n",
       "    // ticks is being displayed\n",
       "    if (scale != old_scale) {\n",
       "        update_tickscale(root, scale, \"x\");\n",
       "        update_tickscale(root, scale, \"y\");\n",
       "    }\n",
       "\n",
       "    set_geometry_transform(root, tx, ty, scale);\n",
       "\n",
       "    root.data(\"scale\", scale);\n",
       "    root.data(\"tx\", tx);\n",
       "    root.data(\"ty\", ty);\n",
       "};\n",
       "\n",
       "\n",
       "var scale_centered_translation = function(root, scale) {\n",
       "    var bounds = root.plotbounds();\n",
       "\n",
       "    var width = bounds.x1 - bounds.x0,\n",
       "        height = bounds.y1 - bounds.y0;\n",
       "\n",
       "    var tx0 = root.data(\"tx\"),\n",
       "        ty0 = root.data(\"ty\");\n",
       "\n",
       "    var scale0 = root.data(\"scale\");\n",
       "\n",
       "    // how off from center the current view is\n",
       "    var xoff = tx0 - (bounds.x0 * (1 - scale0) + (width * (1 - scale0)) / 2),\n",
       "        yoff = ty0 - (bounds.y0 * (1 - scale0) + (height * (1 - scale0)) / 2);\n",
       "\n",
       "    // rescale offsets\n",
       "    xoff = xoff * scale / scale0;\n",
       "    yoff = yoff * scale / scale0;\n",
       "\n",
       "    // adjust for the panel position being scaled\n",
       "    var x_edge_adjust = bounds.x0 * (1 - scale),\n",
       "        y_edge_adjust = bounds.y0 * (1 - scale);\n",
       "\n",
       "    return {\n",
       "        x: xoff + x_edge_adjust + (width - width * scale) / 2,\n",
       "        y: yoff + y_edge_adjust + (height - height * scale) / 2\n",
       "    };\n",
       "};\n",
       "\n",
       "\n",
       "// Initialize data for panning zooming if it isn't already.\n",
       "var init_pan_zoom = function(root) {\n",
       "    if (root.data(\"zoompan-ready\")) {\n",
       "        return;\n",
       "    }\n",
       "\n",
       "    // The non-scaling-stroke trick. Rather than try to correct for the\n",
       "    // stroke-width when zooming, we force it to a fixed value.\n",
       "    var px_per_mm = root.node.getCTM().a;\n",
       "\n",
       "    // Drag events report deltas in pixels, which we'd like to convert to\n",
       "    // millimeters.\n",
       "    root.data(\"px_per_mm\", px_per_mm);\n",
       "\n",
       "    root.selectAll(\"path\")\n",
       "        .forEach(function (element, i) {\n",
       "        sw = element.asPX(\"stroke-width\") * px_per_mm;\n",
       "        if (sw > 0) {\n",
       "            element.attribute(\"stroke-width\", sw);\n",
       "            element.attribute(\"vector-effect\", \"non-scaling-stroke\");\n",
       "        }\n",
       "    });\n",
       "\n",
       "    // Store ticks labels original tranformation\n",
       "    root.selectAll(\".xlabels > text, .ylabels > text\")\n",
       "        .forEach(function (element, i) {\n",
       "            var lm = element.transform().localMatrix;\n",
       "            element.data(\"static_transform\",\n",
       "                new Snap.Matrix(lm.a, lm.b, lm.c, lm.d, lm.e, lm.f));\n",
       "        });\n",
       "\n",
       "    var xgridlines = root.select(\".xgridlines\");\n",
       "    var ygridlines = root.select(\".ygridlines\");\n",
       "    var xlabels = root.select(\".xlabels\");\n",
       "    var ylabels = root.select(\".ylabels\");\n",
       "\n",
       "    if (root.data(\"tx\") === undefined) root.data(\"tx\", 0);\n",
       "    if (root.data(\"ty\") === undefined) root.data(\"ty\", 0);\n",
       "    if (root.data(\"scale\") === undefined) root.data(\"scale\", 1.0);\n",
       "    if (root.data(\"xtickscales\") === undefined) {\n",
       "\n",
       "        // index all the tick scales that are listed\n",
       "        var xtickscales = {};\n",
       "        var ytickscales = {};\n",
       "        var add_x_tick_scales = function (element, i) {\n",
       "            xtickscales[element.attribute(\"gadfly:scale\")] = true;\n",
       "        };\n",
       "        var add_y_tick_scales = function (element, i) {\n",
       "            ytickscales[element.attribute(\"gadfly:scale\")] = true;\n",
       "        };\n",
       "\n",
       "        if (xgridlines) xgridlines.selectAll(\"path\").forEach(add_x_tick_scales);\n",
       "        if (ygridlines) ygridlines.selectAll(\"path\").forEach(add_y_tick_scales);\n",
       "        if (xlabels) xlabels.selectAll(\"text\").forEach(add_x_tick_scales);\n",
       "        if (ylabels) ylabels.selectAll(\"text\").forEach(add_y_tick_scales);\n",
       "\n",
       "        root.data(\"xtickscales\", xtickscales);\n",
       "        root.data(\"ytickscales\", ytickscales);\n",
       "        root.data(\"xtickscale\", 1.0);\n",
       "    }\n",
       "\n",
       "    var min_scale = 1.0, max_scale = 1.0;\n",
       "    for (scale in xtickscales) {\n",
       "        min_scale = Math.min(min_scale, scale);\n",
       "        max_scale = Math.max(max_scale, scale);\n",
       "    }\n",
       "    for (scale in ytickscales) {\n",
       "        min_scale = Math.min(min_scale, scale);\n",
       "        max_scale = Math.max(max_scale, scale);\n",
       "    }\n",
       "    root.data(\"min_scale\", min_scale);\n",
       "    root.data(\"max_scale\", max_scale);\n",
       "\n",
       "    // store the original positions of labels\n",
       "    if (xlabels) {\n",
       "        xlabels.selectAll(\"text\")\n",
       "               .forEach(function (element, i) {\n",
       "                   element.data(\"x\", element.asPX(\"x\"));\n",
       "               });\n",
       "    }\n",
       "\n",
       "    if (ylabels) {\n",
       "        ylabels.selectAll(\"text\")\n",
       "               .forEach(function (element, i) {\n",
       "                   element.data(\"y\", element.asPX(\"y\"));\n",
       "               });\n",
       "    }\n",
       "\n",
       "    // mark grid lines and ticks as in or out of scale.\n",
       "    var mark_inscale = function (element, i) {\n",
       "        element.attribute(\"gadfly:inscale\", element.attribute(\"gadfly:scale\") == 1.0);\n",
       "    };\n",
       "\n",
       "    if (xgridlines) xgridlines.selectAll(\"path\").forEach(mark_inscale);\n",
       "    if (ygridlines) ygridlines.selectAll(\"path\").forEach(mark_inscale);\n",
       "    if (xlabels) xlabels.selectAll(\"text\").forEach(mark_inscale);\n",
       "    if (ylabels) ylabels.selectAll(\"text\").forEach(mark_inscale);\n",
       "\n",
       "    // figure out the upper ond lower bounds on panning using the maximum\n",
       "    // and minum grid lines\n",
       "    var bounds = root.plotbounds();\n",
       "    var pan_bounds = {\n",
       "        x0: 0.0,\n",
       "        y0: 0.0,\n",
       "        x1: 0.0,\n",
       "        y1: 0.0\n",
       "    };\n",
       "\n",
       "    if (xgridlines) {\n",
       "        xgridlines\n",
       "            .selectAll(\"path\")\n",
       "            .forEach(function (element, i) {\n",
       "                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n",
       "                    var bbox = element.node.getBBox();\n",
       "                    if (bounds.x1 - bbox.x < pan_bounds.x0) {\n",
       "                        pan_bounds.x0 = bounds.x1 - bbox.x;\n",
       "                    }\n",
       "                    if (bounds.x0 - bbox.x > pan_bounds.x1) {\n",
       "                        pan_bounds.x1 = bounds.x0 - bbox.x;\n",
       "                    }\n",
       "                    element.attr(\"visibility\", \"visible\");\n",
       "                }\n",
       "            });\n",
       "    }\n",
       "\n",
       "    if (ygridlines) {\n",
       "        ygridlines\n",
       "            .selectAll(\"path\")\n",
       "            .forEach(function (element, i) {\n",
       "                if (element.attribute(\"gadfly:inscale\") == \"true\") {\n",
       "                    var bbox = element.node.getBBox();\n",
       "                    if (bounds.y1 - bbox.y < pan_bounds.y0) {\n",
       "                        pan_bounds.y0 = bounds.y1 - bbox.y;\n",
       "                    }\n",
       "                    if (bounds.y0 - bbox.y > pan_bounds.y1) {\n",
       "                        pan_bounds.y1 = bounds.y0 - bbox.y;\n",
       "                    }\n",
       "                    element.attr(\"visibility\", \"visible\");\n",
       "                }\n",
       "            });\n",
       "    }\n",
       "\n",
       "    // nudge these values a little\n",
       "    pan_bounds.x0 -= 5;\n",
       "    pan_bounds.x1 += 5;\n",
       "    pan_bounds.y0 -= 5;\n",
       "    pan_bounds.y1 += 5;\n",
       "    root.data(\"pan_bounds\", pan_bounds);\n",
       "\n",
       "    root.data(\"zoompan-ready\", true)\n",
       "};\n",
       "\n",
       "\n",
       "// drag actions, i.e. zooming and panning\n",
       "var pan_action = {\n",
       "    start: function(root, x, y, event) {\n",
       "        root.data(\"dx\", 0);\n",
       "        root.data(\"dy\", 0);\n",
       "        root.data(\"tx0\", root.data(\"tx\"));\n",
       "        root.data(\"ty0\", root.data(\"ty\"));\n",
       "    },\n",
       "    update: function(root, dx, dy, x, y, event) {\n",
       "        var px_per_mm = root.data(\"px_per_mm\");\n",
       "        dx /= px_per_mm;\n",
       "        dy /= px_per_mm;\n",
       "\n",
       "        var tx0 = root.data(\"tx\"),\n",
       "            ty0 = root.data(\"ty\");\n",
       "\n",
       "        var dx0 = root.data(\"dx\"),\n",
       "            dy0 = root.data(\"dy\");\n",
       "\n",
       "        root.data(\"dx\", dx);\n",
       "        root.data(\"dy\", dy);\n",
       "\n",
       "        dx = dx - dx0;\n",
       "        dy = dy - dy0;\n",
       "\n",
       "        var tx = tx0 + dx,\n",
       "            ty = ty0 + dy;\n",
       "\n",
       "        set_plot_pan_zoom(root, tx, ty, root.data(\"scale\"));\n",
       "    },\n",
       "    end: function(root, event) {\n",
       "\n",
       "    },\n",
       "    cancel: function(root) {\n",
       "        set_plot_pan_zoom(root, root.data(\"tx0\"), root.data(\"ty0\"), root.data(\"scale\"));\n",
       "    }\n",
       "};\n",
       "\n",
       "var zoom_box;\n",
       "var zoom_action = {\n",
       "    start: function(root, x, y, event) {\n",
       "        var bounds = root.plotbounds();\n",
       "        var width = bounds.x1 - bounds.x0,\n",
       "            height = bounds.y1 - bounds.y0;\n",
       "        var ratio = width / height;\n",
       "        var xscalable = root.hasClass(\"xscalable\"),\n",
       "            yscalable = root.hasClass(\"yscalable\");\n",
       "        var px_per_mm = root.data(\"px_per_mm\");\n",
       "        x = xscalable ? x / px_per_mm : bounds.x0;\n",
       "        y = yscalable ? y / px_per_mm : bounds.y0;\n",
       "        var w = xscalable ? 0 : width;\n",
       "        var h = yscalable ? 0 : height;\n",
       "        zoom_box = root.rect(x, y, w, h).attr({\n",
       "            \"fill\": \"#000\",\n",
       "            \"opacity\": 0.25\n",
       "        });\n",
       "        zoom_box.data(\"ratio\", ratio);\n",
       "    },\n",
       "    update: function(root, dx, dy, x, y, event) {\n",
       "        var xscalable = root.hasClass(\"xscalable\"),\n",
       "            yscalable = root.hasClass(\"yscalable\");\n",
       "        var px_per_mm = root.data(\"px_per_mm\");\n",
       "        var bounds = root.plotbounds();\n",
       "        if (yscalable) {\n",
       "            y /= px_per_mm;\n",
       "            y = Math.max(bounds.y0, y);\n",
       "            y = Math.min(bounds.y1, y);\n",
       "        } else {\n",
       "            y = bounds.y1;\n",
       "        }\n",
       "        if (xscalable) {\n",
       "            x /= px_per_mm;\n",
       "            x = Math.max(bounds.x0, x);\n",
       "            x = Math.min(bounds.x1, x);\n",
       "        } else {\n",
       "            x = bounds.x1;\n",
       "        }\n",
       "\n",
       "        dx = x - zoom_box.attr(\"x\");\n",
       "        dy = y - zoom_box.attr(\"y\");\n",
       "        if (xscalable && yscalable) {\n",
       "            var ratio = zoom_box.data(\"ratio\");\n",
       "            var width = Math.min(Math.abs(dx), ratio * Math.abs(dy));\n",
       "            var height = Math.min(Math.abs(dy), Math.abs(dx) / ratio);\n",
       "            dx = width * dx / Math.abs(dx);\n",
       "            dy = height * dy / Math.abs(dy);\n",
       "        }\n",
       "        var xoffset = 0,\n",
       "            yoffset = 0;\n",
       "        if (dx < 0) {\n",
       "            xoffset = dx;\n",
       "            dx = -1 * dx;\n",
       "        }\n",
       "        if (dy < 0) {\n",
       "            yoffset = dy;\n",
       "            dy = -1 * dy;\n",
       "        }\n",
       "        if (isNaN(dy)) {\n",
       "            dy = 0.0;\n",
       "        }\n",
       "        if (isNaN(dx)) {\n",
       "            dx = 0.0;\n",
       "        }\n",
       "        zoom_box.transform(\"T\" + xoffset + \",\" + yoffset);\n",
       "        zoom_box.attr(\"width\", dx);\n",
       "        zoom_box.attr(\"height\", dy);\n",
       "    },\n",
       "    end: function(root, event) {\n",
       "        var xscalable = root.hasClass(\"xscalable\"),\n",
       "            yscalable = root.hasClass(\"yscalable\");\n",
       "        var zoom_bounds = zoom_box.getBBox();\n",
       "        if (zoom_bounds.width * zoom_bounds.height <= 0) {\n",
       "            return;\n",
       "        }\n",
       "        var plot_bounds = root.plotbounds();\n",
       "        var zoom_factor = 1.0;\n",
       "        if (yscalable) {\n",
       "            zoom_factor = (plot_bounds.y1 - plot_bounds.y0) / zoom_bounds.height;\n",
       "        } else {\n",
       "            zoom_factor = (plot_bounds.x1 - plot_bounds.x0) / zoom_bounds.width;\n",
       "        }\n",
       "        var tx = (root.data(\"tx\") - zoom_bounds.x) * zoom_factor + plot_bounds.x0,\n",
       "            ty = (root.data(\"ty\") - zoom_bounds.y) * zoom_factor + plot_bounds.y0;\n",
       "        set_plot_pan_zoom(root, tx, ty, root.data(\"scale\") * zoom_factor);\n",
       "        zoom_box.remove();\n",
       "    },\n",
       "    cancel: function(root) {\n",
       "        zoom_box.remove();\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.guide_background_drag_onstart = function(x, y, event) {\n",
       "    var root = this.plotroot();\n",
       "    var scalable = root.hasClass(\"xscalable\") || root.hasClass(\"yscalable\");\n",
       "    var zoomable = !event.altKey && !event.ctrlKey && event.shiftKey && scalable;\n",
       "    var panable = !event.altKey && !event.ctrlKey && !event.shiftKey && scalable;\n",
       "    var drag_action = zoomable ? zoom_action :\n",
       "                      panable  ? pan_action :\n",
       "                                 undefined;\n",
       "    root.data(\"drag_action\", drag_action);\n",
       "    if (drag_action) {\n",
       "        var cancel_drag_action = function(event) {\n",
       "            if (event.which == 27) { // esc key\n",
       "                drag_action.cancel(root);\n",
       "                root.data(\"drag_action\", undefined);\n",
       "            }\n",
       "        };\n",
       "        window.addEventListener(\"keyup\", cancel_drag_action);\n",
       "        root.data(\"cancel_drag_action\", cancel_drag_action);\n",
       "        drag_action.start(root, x, y, event);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.guide_background_drag_onmove = function(dx, dy, x, y, event) {\n",
       "    var root = this.plotroot();\n",
       "    var drag_action = root.data(\"drag_action\");\n",
       "    if (drag_action) {\n",
       "        drag_action.update(root, dx, dy, x, y, event);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.guide_background_drag_onend = function(event) {\n",
       "    var root = this.plotroot();\n",
       "    window.removeEventListener(\"keyup\", root.data(\"cancel_drag_action\"));\n",
       "    root.data(\"cancel_drag_action\", undefined);\n",
       "    var drag_action = root.data(\"drag_action\");\n",
       "    if (drag_action) {\n",
       "        drag_action.end(root, event);\n",
       "    }\n",
       "    root.data(\"drag_action\", undefined);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.guide_background_scroll = function(event) {\n",
       "    if (event.shiftKey) {\n",
       "        increase_zoom_by_position(this.plotroot(), 0.001 * event.wheelDelta);\n",
       "        event.preventDefault();\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_button_mouseover = function(event) {\n",
       "    this.select(\".button_logo\")\n",
       "         .animate({fill: this.data(\"mouseover_color\")}, 100);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_button_mouseout = function(event) {\n",
       "     this.select(\".button_logo\")\n",
       "         .animate({fill: this.data(\"mouseout_color\")}, 100);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_zoomout_click = function(event) {\n",
       "    increase_zoom_by_position(this.plotroot(), -0.1, true);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_zoomin_click = function(event) {\n",
       "    increase_zoom_by_position(this.plotroot(), 0.1, true);\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_track_click = function(event) {\n",
       "    // TODO\n",
       "};\n",
       "\n",
       "\n",
       "// Map slider position x to scale y using the function y = a*exp(b*x)+c.\n",
       "// The constants a, b, and c are solved using the constraint that the function\n",
       "// should go through the points (0; min_scale), (0.5; 1), and (1; max_scale).\n",
       "var scale_from_slider_position = function(position, min_scale, max_scale) {\n",
       "    var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),\n",
       "        b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),\n",
       "        c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);\n",
       "    return a * Math.exp(b * position) + c;\n",
       "}\n",
       "\n",
       "// inverse of scale_from_slider_position\n",
       "var slider_position_from_scale = function(scale, min_scale, max_scale) {\n",
       "    var a = (1 - 2 * min_scale + min_scale * min_scale) / (min_scale + max_scale - 2),\n",
       "        b = 2 * Math.log((max_scale - 1) / (1 - min_scale)),\n",
       "        c = (min_scale * max_scale - 1) / (min_scale + max_scale - 2);\n",
       "    return 1 / b * Math.log((scale - c) / a);\n",
       "}\n",
       "\n",
       "var increase_zoom_by_position = function(root, delta_position, animate) {\n",
       "    var scale = root.data(\"scale\"),\n",
       "        min_scale = root.data(\"min_scale\"),\n",
       "        max_scale = root.data(\"max_scale\");\n",
       "    var position = slider_position_from_scale(scale, min_scale, max_scale);\n",
       "    position += delta_position;\n",
       "    scale = scale_from_slider_position(position, min_scale, max_scale);\n",
       "    set_zoom(root, scale, animate);\n",
       "}\n",
       "\n",
       "var set_zoom = function(root, scale, animate) {\n",
       "    var min_scale = root.data(\"min_scale\"),\n",
       "        max_scale = root.data(\"max_scale\"),\n",
       "        old_scale = root.data(\"scale\");\n",
       "    var new_scale = Math.max(min_scale, Math.min(scale, max_scale));\n",
       "    if (animate) {\n",
       "        Snap.animate(\n",
       "            old_scale,\n",
       "            new_scale,\n",
       "            function (new_scale) {\n",
       "                update_plot_scale(root, new_scale);\n",
       "            },\n",
       "            200);\n",
       "    } else {\n",
       "        update_plot_scale(root, new_scale);\n",
       "    }\n",
       "}\n",
       "\n",
       "\n",
       "var update_plot_scale = function(root, new_scale) {\n",
       "    var trans = scale_centered_translation(root, new_scale);\n",
       "    set_plot_pan_zoom(root, trans.x, trans.y, new_scale);\n",
       "\n",
       "    root.selectAll(\".zoomslider_thumb\")\n",
       "        .forEach(function (element, i) {\n",
       "            var min_pos = element.data(\"min_pos\"),\n",
       "                max_pos = element.data(\"max_pos\"),\n",
       "                min_scale = root.data(\"min_scale\"),\n",
       "                max_scale = root.data(\"max_scale\");\n",
       "            var xmid = (min_pos + max_pos) / 2;\n",
       "            var xpos = slider_position_from_scale(new_scale, min_scale, max_scale);\n",
       "            element.transform(new Snap.Matrix().translate(\n",
       "                Math.max(min_pos, Math.min(\n",
       "                         max_pos, min_pos + (max_pos - min_pos) * xpos)) - xmid, 0));\n",
       "    });\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_thumb_dragmove = function(dx, dy, x, y, event) {\n",
       "    var root = this.plotroot();\n",
       "    var min_pos = this.data(\"min_pos\"),\n",
       "        max_pos = this.data(\"max_pos\"),\n",
       "        min_scale = root.data(\"min_scale\"),\n",
       "        max_scale = root.data(\"max_scale\"),\n",
       "        old_scale = root.data(\"old_scale\");\n",
       "\n",
       "    var px_per_mm = root.data(\"px_per_mm\");\n",
       "    dx /= px_per_mm;\n",
       "    dy /= px_per_mm;\n",
       "\n",
       "    var xmid = (min_pos + max_pos) / 2;\n",
       "    var xpos = slider_position_from_scale(old_scale, min_scale, max_scale) +\n",
       "                   dx / (max_pos - min_pos);\n",
       "\n",
       "    // compute the new scale\n",
       "    var new_scale = scale_from_slider_position(xpos, min_scale, max_scale);\n",
       "    new_scale = Math.min(max_scale, Math.max(min_scale, new_scale));\n",
       "\n",
       "    update_plot_scale(root, new_scale);\n",
       "    event.stopPropagation();\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_thumb_dragstart = function(x, y, event) {\n",
       "    this.animate({fill: this.data(\"mouseover_color\")}, 100);\n",
       "    var root = this.plotroot();\n",
       "\n",
       "    // keep track of what the scale was when we started dragging\n",
       "    root.data(\"old_scale\", root.data(\"scale\"));\n",
       "    event.stopPropagation();\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.zoomslider_thumb_dragend = function(event) {\n",
       "    this.animate({fill: this.data(\"mouseout_color\")}, 100);\n",
       "    event.stopPropagation();\n",
       "};\n",
       "\n",
       "\n",
       "var toggle_color_class = function(root, color_class, ison) {\n",
       "    var guides = root.selectAll(\".guide.\" + color_class + \",.guide .\" + color_class);\n",
       "    var geoms = root.selectAll(\".geometry.\" + color_class + \",.geometry .\" + color_class);\n",
       "    if (ison) {\n",
       "        guides.animate({opacity: 0.5}, 250);\n",
       "        geoms.animate({opacity: 0.0}, 250);\n",
       "    } else {\n",
       "        guides.animate({opacity: 1.0}, 250);\n",
       "        geoms.animate({opacity: 1.0}, 250);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "Gadfly.colorkey_swatch_click = function(event) {\n",
       "    var root = this.plotroot();\n",
       "    var color_class = this.data(\"color_class\");\n",
       "\n",
       "    if (event.shiftKey) {\n",
       "        root.selectAll(\".colorkey text\")\n",
       "            .forEach(function (element) {\n",
       "                var other_color_class = element.data(\"color_class\");\n",
       "                if (other_color_class != color_class) {\n",
       "                    toggle_color_class(root, other_color_class,\n",
       "                                       element.attr(\"opacity\") == 1.0);\n",
       "                }\n",
       "            });\n",
       "    } else {\n",
       "        toggle_color_class(root, color_class, this.attr(\"opacity\") == 1.0);\n",
       "    }\n",
       "};\n",
       "\n",
       "\n",
       "return Gadfly;\n",
       "\n",
       "}));\n",
       "\n",
       "\n",
       "//@ sourceURL=gadfly.js\n",
       "\n",
       "(function (glob, factory) {\n",
       "    // AMD support\n",
       "      if (typeof require === \"function\" && typeof define === \"function\" && define.amd) {\n",
       "        require([\"Snap.svg\", \"Gadfly\"], function (Snap, Gadfly) {\n",
       "            factory(Snap, Gadfly);\n",
       "        });\n",
       "      } else {\n",
       "          factory(glob.Snap, glob.Gadfly);\n",
       "      }\n",
       "})(window, function (Snap, Gadfly) {\n",
       "    var fig = Snap(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44\");\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-4\")\n",
       "   .init_gadfly();\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-7\")\n",
       "   .plotroot().data(\"unfocused_ygrid_color\", \"#D0D0E0\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-7\")\n",
       "   .plotroot().data(\"focused_ygrid_color\", \"#A0A0A0\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-8\")\n",
       "   .plotroot().data(\"unfocused_xgrid_color\", \"#D0D0E0\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-8\")\n",
       "   .plotroot().data(\"focused_xgrid_color\", \"#A0A0A0\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-13\")\n",
       "   .data(\"mouseover_color\", \"#CD5C5C\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-13\")\n",
       "   .data(\"mouseout_color\", \"#6A6A6A\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-13\")\n",
       "   .click(Gadfly.zoomslider_zoomin_click)\n",
       ".mouseenter(Gadfly.zoomslider_button_mouseover)\n",
       ".mouseleave(Gadfly.zoomslider_button_mouseout)\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-15\")\n",
       "   .data(\"max_pos\", 120.42)\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-15\")\n",
       "   .data(\"min_pos\", 103.42)\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-15\")\n",
       "   .click(Gadfly.zoomslider_track_click);\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-16\")\n",
       "   .data(\"max_pos\", 120.42)\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-16\")\n",
       "   .data(\"min_pos\", 103.42)\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-16\")\n",
       "   .data(\"mouseover_color\", \"#CD5C5C\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-16\")\n",
       "   .data(\"mouseout_color\", \"#6A6A6A\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-16\")\n",
       "   .drag(Gadfly.zoomslider_thumb_dragmove,\n",
       "     Gadfly.zoomslider_thumb_dragstart,\n",
       "     Gadfly.zoomslider_thumb_dragend)\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-17\")\n",
       "   .data(\"mouseover_color\", \"#CD5C5C\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-17\")\n",
       "   .data(\"mouseout_color\", \"#6A6A6A\")\n",
       ";\n",
       "fig.select(\"#fig-e15f79f53c664b7ba7a1c6a9bd3acb44-element-17\")\n",
       "   .click(Gadfly.zoomslider_zoomout_click)\n",
       ".mouseenter(Gadfly.zoomslider_button_mouseover)\n",
       ".mouseleave(Gadfly.zoomslider_button_mouseout)\n",
       ";\n",
       "    });\n",
       "]]> </script>\n",
       "</svg>\n"
      ],
      "text/plain": [
       "Plot(...)"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plot(x=words[indxs], y=dists)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "``analogy_words`` is a wrapper of ``analogy``."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "search: "
     ]
    },
    {
     "data": {
      "text/latex": [
       "\\texttt{analogy_words(wv, pos, neg, n=5)}\n",
       "Return the top \\texttt{n} words computed by analogy similarity between positive words \\texttt{pos} and negaive words \\texttt{neg}. from the WordVectors \\texttt{wv}. \n"
      ],
      "text/markdown": [
       "`analogy_words(wv, pos, neg, n=5)`\n",
       "\n",
       "Return the top `n` words computed by analogy similarity between positive words `pos` and negaive words `neg`. from the WordVectors `wv`. \n"
      ],
      "text/plain": [
       "`analogy_words(wv, pos, neg, n=5)`\n",
       "\n",
       "Return the top `n` words computed by analogy similarity between positive words `pos` and negaive words `neg`. from the WordVectors `wv`. \n"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "analogy_words\n",
      "\n"
     ]
    }
   ],
   "source": [
    "?analogy_words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "10-element Array{AbstractString,1}:\n",
       " \"berlin\"    \n",
       " \"munich\"    \n",
       " \"leipzig\"   \n",
       " \"vienna\"    \n",
       " \"bonn\"      \n",
       " \"dresden\"   \n",
       " \"hamburg\"   \n",
       " \"stuttgart\" \n",
       " \"frankfurt\" \n",
       " \"heidelberg\""
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "analogy_words(model, [\"paris\", \"germany\"], [\"france\"], 10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "WordVectors 98331 words, 100-element Float64 vectors"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model2 = wordvectors(\"text8phrase-vec.txt\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "``model2`` is pre-processed by ``word2phrase``, so we can compute the similar words of phrases."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "13-element Array{AbstractString,1}:\n",
       " \"los_angeles\"  \n",
       " \"san_francisco\"\n",
       " \"san_diego\"    \n",
       " \"miami\"        \n",
       " \"las_vegas\"    \n",
       " \"seattle\"      \n",
       " \"cincinnati\"   \n",
       " \"cleveland\"    \n",
       " \"st_louis\"     \n",
       " \"california\"   \n",
       " \"chicago\"      \n",
       " \"dallas\"       \n",
       " \"atlanta\"      "
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cosine_similar_words(model2, \"los_angeles\", 13)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Clustering"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "WordClusters 71291 words, 100 clusters"
      ]
     },
     "execution_count": 61,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "model3 = wordclusters(\"text8-class.txt\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The function ``clusters`` returns all the clusters in a model. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "100-element Array{Integer,1}:\n",
       "  0\n",
       "  1\n",
       "  2\n",
       "  3\n",
       "  4\n",
       "  5\n",
       "  6\n",
       "  7\n",
       "  8\n",
       "  9\n",
       " 10\n",
       " 11\n",
       " 12\n",
       "  ⋮\n",
       " 88\n",
       " 89\n",
       " 90\n",
       " 91\n",
       " 92\n",
       " 93\n",
       " 94\n",
       " 95\n",
       " 96\n",
       " 97\n",
       " 98\n",
       " 99"
      ]
     },
     "execution_count": 62,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "clusters(model3)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can use ``get_cluster`` to retrieve the cluster ID of a given word and use ``get_words`` to retrieve all the words\n",
    "of a given cluster ID."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "39"
      ]
     },
     "execution_count": 65,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_cluster(model3, \"two\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "116-element Array{AbstractString,1}:\n",
       " \"one\"          \n",
       " \"zero\"         \n",
       " \"nine\"         \n",
       " \"two\"          \n",
       " \"eight\"        \n",
       " \"five\"         \n",
       " \"three\"        \n",
       " \"four\"         \n",
       " \"six\"          \n",
       " \"seven\"        \n",
       " \"years\"        \n",
       " \"th\"           \n",
       " \"century\"      \n",
       " ⋮              \n",
       " \"interceptions\"\n",
       " \"nisan\"        \n",
       " \"weekday\"      \n",
       " \"ramadan\"      \n",
       " \"weekdays\"     \n",
       " \"workday\"      \n",
       " \"thirtieth\"    \n",
       " \"lunations\"    \n",
       " \"graders\"      \n",
       " \"goodwrench\"   \n",
       " \"spoked\"       \n",
       " \"rublei\"       "
      ]
     },
     "execution_count": 66,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "get_words(model3, 39)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Julia 0.4.0",
   "language": "julia",
   "name": "julia-0.4"
  },
  "language_info": {
   "file_extension": ".jl",
   "mimetype": "application/julia",
   "name": "julia",
   "version": "0.4.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}