calculations-and-experiment.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "    <div class=\"bk-root\">\n",
       "        <a href=\"https://bokeh.pydata.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"1002\">Loading BokehJS ...</span>\n",
       "    </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "(function(root) {\n",
       "  function now() {\n",
       "    return new Date();\n",
       "  }\n",
       "\n",
       "  var force = true;\n",
       "\n",
       "  if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n",
       "    root._bokeh_onload_callbacks = [];\n",
       "    root._bokeh_is_loading = undefined;\n",
       "  }\n",
       "\n",
       "  var JS_MIME_TYPE = 'application/javascript';\n",
       "  var HTML_MIME_TYPE = 'text/html';\n",
       "  var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
       "  var CLASS_NAME = 'output_bokeh rendered_html';\n",
       "\n",
       "  /**\n",
       "   * Render data to the DOM node\n",
       "   */\n",
       "  function render(props, node) {\n",
       "    var script = document.createElement(\"script\");\n",
       "    node.appendChild(script);\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when an output is cleared or removed\n",
       "   */\n",
       "  function handleClearOutput(event, handle) {\n",
       "    var cell = handle.cell;\n",
       "\n",
       "    var id = cell.output_area._bokeh_element_id;\n",
       "    var server_id = cell.output_area._bokeh_server_id;\n",
       "    // Clean up Bokeh references\n",
       "    if (id != null && id in Bokeh.index) {\n",
       "      Bokeh.index[id].model.document.clear();\n",
       "      delete Bokeh.index[id];\n",
       "    }\n",
       "\n",
       "    if (server_id !== undefined) {\n",
       "      // Clean up Bokeh references\n",
       "      var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n",
       "      cell.notebook.kernel.execute(cmd, {\n",
       "        iopub: {\n",
       "          output: function(msg) {\n",
       "            var id = msg.content.text.trim();\n",
       "            if (id in Bokeh.index) {\n",
       "              Bokeh.index[id].model.document.clear();\n",
       "              delete Bokeh.index[id];\n",
       "            }\n",
       "          }\n",
       "        }\n",
       "      });\n",
       "      // Destroy server and session\n",
       "      var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n",
       "      cell.notebook.kernel.execute(cmd);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  /**\n",
       "   * Handle when a new output is added\n",
       "   */\n",
       "  function handleAddOutput(event, handle) {\n",
       "    var output_area = handle.output_area;\n",
       "    var output = handle.output;\n",
       "\n",
       "    // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n",
       "    if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n",
       "      return\n",
       "    }\n",
       "\n",
       "    var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n",
       "\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n",
       "      toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n",
       "      // store reference to embed id on output_area\n",
       "      output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n",
       "    }\n",
       "    if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n",
       "      var bk_div = document.createElement(\"div\");\n",
       "      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "      var script_attrs = bk_div.children[0].attributes;\n",
       "      for (var i = 0; i < script_attrs.length; i++) {\n",
       "        toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "      }\n",
       "      // store reference to server id on output_area\n",
       "      output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function register_renderer(events, OutputArea) {\n",
       "\n",
       "    function append_mime(data, metadata, element) {\n",
       "      // create a DOM node to render to\n",
       "      var toinsert = this.create_output_subarea(\n",
       "        metadata,\n",
       "        CLASS_NAME,\n",
       "        EXEC_MIME_TYPE\n",
       "      );\n",
       "      this.keyboard_manager.register_events(toinsert);\n",
       "      // Render to node\n",
       "      var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n",
       "      render(props, toinsert[toinsert.length - 1]);\n",
       "      element.append(toinsert);\n",
       "      return toinsert\n",
       "    }\n",
       "\n",
       "    /* Handle when an output is cleared or removed */\n",
       "    events.on('clear_output.CodeCell', handleClearOutput);\n",
       "    events.on('delete.Cell', handleClearOutput);\n",
       "\n",
       "    /* Handle when a new output is added */\n",
       "    events.on('output_added.OutputArea', handleAddOutput);\n",
       "\n",
       "    /**\n",
       "     * Register the mime type and append_mime function with output_area\n",
       "     */\n",
       "    OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
       "      /* Is output safe? */\n",
       "      safe: true,\n",
       "      /* Index of renderer in `output_area.display_order` */\n",
       "      index: 0\n",
       "    });\n",
       "  }\n",
       "\n",
       "  // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
       "  if (root.Jupyter !== undefined) {\n",
       "    var events = require('base/js/events');\n",
       "    var OutputArea = require('notebook/js/outputarea').OutputArea;\n",
       "\n",
       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
       "      register_renderer(events, OutputArea);\n",
       "    }\n",
       "  }\n",
       "\n",
       "  \n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  var NB_LOAD_WARNING = {'data': {'text/html':\n",
       "     \"<div style='background-color: #fdd'>\\n\"+\n",
       "     \"<p>\\n\"+\n",
       "     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "     \"</p>\\n\"+\n",
       "     \"<ul>\\n\"+\n",
       "     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "     \"</ul>\\n\"+\n",
       "     \"<code>\\n\"+\n",
       "     \"from bokeh.resources import INLINE\\n\"+\n",
       "     \"output_notebook(resources=INLINE)\\n\"+\n",
       "     \"</code>\\n\"+\n",
       "     \"</div>\"}};\n",
       "\n",
       "  function display_loaded() {\n",
       "    var el = document.getElementById(\"1002\");\n",
       "    if (el != null) {\n",
       "      el.textContent = \"BokehJS is loading...\";\n",
       "    }\n",
       "    if (root.Bokeh !== undefined) {\n",
       "      if (el != null) {\n",
       "        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(display_loaded, 100)\n",
       "    }\n",
       "  }\n",
       "\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n",
       "    }\n",
       "    finally {\n",
       "      delete root._bokeh_onload_callbacks\n",
       "    }\n",
       "    console.info(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(js_urls, callback) {\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls == null || js_urls.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    root._bokeh_is_loading = js_urls.length;\n",
       "    for (var i = 0; i < js_urls.length; i++) {\n",
       "      var url = js_urls[i];\n",
       "      var s = document.createElement('script');\n",
       "      s.src = url;\n",
       "      s.async = false;\n",
       "      s.onreadystatechange = s.onload = function() {\n",
       "        root._bokeh_is_loading--;\n",
       "        if (root._bokeh_is_loading === 0) {\n",
       "          console.log(\"Bokeh: all BokehJS libraries loaded\");\n",
       "          run_callbacks()\n",
       "        }\n",
       "      };\n",
       "      s.onerror = function() {\n",
       "        console.warn(\"failed to load library \" + url);\n",
       "      };\n",
       "      console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.getElementsByTagName(\"head\")[0].appendChild(s);\n",
       "    }\n",
       "  };var element = document.getElementById(\"1002\");\n",
       "  if (element == null) {\n",
       "    console.log(\"Bokeh: ERROR: autoload.js configured with elementid '1002' but no matching script tag was found. \")\n",
       "    return false;\n",
       "  }\n",
       "\n",
       "  var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.0.4.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.4.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.4.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.0.4.min.js\"];\n",
       "\n",
       "  var inline_js = [\n",
       "    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "    \n",
       "    function(Bokeh) {\n",
       "      \n",
       "    },\n",
       "    function(Bokeh) {\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-1.0.4.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-1.0.4.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.4.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.4.min.css\");\n",
       "      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.4.min.css\");\n",
       "      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.4.min.css\");\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    \n",
       "    if ((root.Bokeh !== undefined) || (force === true)) {\n",
       "      for (var i = 0; i < inline_js.length; i++) {\n",
       "        inline_js[i].call(root, root.Bokeh);\n",
       "      }if (force === true) {\n",
       "        display_loaded();\n",
       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    } else if (force !== true) {\n",
       "      var cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "\n",
       "  }\n",
       "\n",
       "  if (root._bokeh_is_loading === 0) {\n",
       "    console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(js_urls, function() {\n",
       "      console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(window));"
      ],
      "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  var force = true;\n\n  if (typeof (root._bokeh_onload_callbacks) === \"undefined\" || force === true) {\n    root._bokeh_onload_callbacks = [];\n    root._bokeh_is_loading = undefined;\n  }\n\n  \n\n  \n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  var NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded() {\n    var el = document.getElementById(\"1002\");\n    if (el != null) {\n      el.textContent = \"BokehJS is loading...\";\n    }\n    if (root.Bokeh !== undefined) {\n      if (el != null) {\n        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(display_loaded, 100)\n    }\n  }\n\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) { callback() });\n    }\n    finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.info(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(js_urls, callback) {\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.log(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls == null || js_urls.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.log(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = js_urls.length;\n    for (var i = 0; i < js_urls.length; i++) {\n      var url = js_urls[i];\n      var s = document.createElement('script');\n      s.src = url;\n      s.async = false;\n      s.onreadystatechange = s.onload = function() {\n        root._bokeh_is_loading--;\n        if (root._bokeh_is_loading === 0) {\n          console.log(\"Bokeh: all BokehJS libraries loaded\");\n          run_callbacks()\n        }\n      };\n      s.onerror = function() {\n        console.warn(\"failed to load library \" + url);\n      };\n      console.log(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.getElementsByTagName(\"head\")[0].appendChild(s);\n    }\n  };var element = document.getElementById(\"1002\");\n  if (element == null) {\n    console.log(\"Bokeh: ERROR: autoload.js configured with elementid '1002' but no matching script tag was found. \")\n    return false;\n  }\n\n  var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.0.4.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.4.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.4.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.0.4.min.js\"];\n\n  var inline_js = [\n    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\n    \n    function(Bokeh) {\n      \n    },\n    function(Bokeh) {\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-1.0.4.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-1.0.4.min.css\");\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.4.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.0.4.min.css\");\n      console.log(\"Bokeh: injecting CSS: https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.4.min.css\");\n      Bokeh.embed.inject_css(\"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.0.4.min.css\");\n    }\n  ];\n\n  function run_inline_js() {\n    \n    if ((root.Bokeh !== undefined) || (force === true)) {\n      for (var i = 0; i < inline_js.length; i++) {\n        inline_js[i].call(root, root.Bokeh);\n      }if (force === true) {\n        display_loaded();\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      var cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.log(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(js_urls, function() {\n      console.log(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "%matplotlib inline\n",
    "\n",
    "# London tube dataset originally provided by: markdunne (github.com/markdunne)\n",
    "# Bike dataset provided by: Transport for London\n",
    "\n",
    "# Modified by Josh Spicer <https://joshspicer.com/> and Tom Bain <https://twitter.com/tomhmbain/>\n",
    "\n",
    "# Before running you may need to either supply data, or supply various API keys for the \n",
    "# program to fetch data itself.  Search for \"<YOUR-TOKEN\" for more info.\n",
    "\n",
    "import colorsys\n",
    "import random\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import networkx as nx\n",
    "import matplotlib.pyplot as plt\n",
    "from collections import Counter\n",
    "from bokeh.plotting import figure, show\n",
    "from bokeh.resources import CDN\n",
    "from bokeh.io import output_notebook\n",
    "output_notebook( resources=CDN )\n",
    "import warnings\n",
    "import math\n",
    "import requests\n",
    "import json\n",
    "import time\n",
    "\n",
    "warnings.filterwarnings(\"ignore\", category=DeprecationWarning) \n",
    "pd.set_option('max_colwidth', 200)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "#### Tube ####\n",
    "lines       = pd.read_csv('data-sets/london-tube/london.lines.csv', index_col=0)\n",
    "stations    = pd.read_csv('data-sets/london-tube/london.stations.csv', index_col=0)\n",
    "stationsRein= pd.read_csv('data-sets/london-tube/london.stations.reindexed.csv', index_col=0)\n",
    "connections = pd.read_csv('data-sets/london-tube/london.connections.csv')\n",
    "\n",
    "#### Bikes ####\n",
    "# http://cycling.data.tfl.gov.uk\n",
    "bikeTripData = pd.read_csv('data-sets/bikes/london-bikes-sorted.csv', index_col=0)\n",
    "# https://tfl.gov.uk/tfl/syndication/feeds/cycle-hire/livecyclehireupdates.xml\n",
    "bikeDockingStations = pd.read_csv('data-sets/bikes/santander-cycle-coords.csv', index_col=0)  \n",
    "\n",
    "#### Uber ####\n",
    "uberTripData = pd.read_csv('data-sets/uber/compiledUberData.csv', index_col=0)  # Uber API\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Tube Graph\n",
    "\n",
    "tubeGraph = nx.Graph()\n",
    "\n",
    "for connection_id, connection in connections.iterrows():\n",
    "    line_name = lines.ix[connection.line]['name']\n",
    "    station1_name = stations.ix[connection.station1]['name']\n",
    "    station2_name = stations.ix[connection.station2]['name']\n",
    "\n",
    "    #Oxford Circus - Central Line\n",
    "    node1_name = \"%s - %s\" % (station1_name, line_name)\n",
    "    node2_name = \"%s - %s\" % (station2_name, line_name)\n",
    "    \n",
    "    #\"Bond Street - Central Line\" to \"Oxford Circus - Central Line\"\n",
    "    tubeGraph.add_edge(node1_name, node2_name,    time = connection['time'])\n",
    "    \n",
    "    #\"Oxford Circus - Central Line\" to \"Oxford Circus\"\n",
    "    tubeGraph.add_edge(node1_name, station1_name, time = 2)\n",
    "    tubeGraph.add_edge(node2_name, station2_name, time = 2)\n",
    "    \n",
    "    #\"Oxford Circus - Central Line\" to \"Oxford Circus - Victoria Line\"\n",
    "    for neighbor in tubeGraph.neighbors(station1_name):\n",
    "        tubeGraph.add_edge(node1_name, neighbor, time = 5)        \n",
    "    for neighbor in tubeGraph.neighbors(station2_name):\n",
    "        tubeGraph.add_edge(node2_name, neighbor, time = 5)\n",
    "        \n",
    "tubeGraph.add_edge('Bank', 'Monument', time = 1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Oxford Circus',\n",
       " 'Oxford Circus - Victoria Line',\n",
       " 'Green Park - Victoria Line',\n",
       " 'Green Park',\n",
       " 'Green Park - Jubilee Line',\n",
       " 'Westminster - Jubilee Line',\n",
       " 'Waterloo - Jubilee Line',\n",
       " 'Southwark - Jubilee Line',\n",
       " 'London Bridge - Jubilee Line',\n",
       " 'Bermondsey - Jubilee Line',\n",
       " 'Canada Water - Jubilee Line',\n",
       " 'Canary Wharf - Jubilee Line',\n",
       " 'Canary Wharf']"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Example Shortest Path. Can easily calculate based on weighted times.\n",
    "\n",
    "nx.shortest_path(tubeGraph, 'Oxford Circus', 'Canary Wharf', weight='time')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Marylebone - Bakerloo Line'}"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# You can do `graph things` on the graph.\n",
    "nx.algorithms.connectivity.cuts.minimum_node_cut(tubeGraph)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Divide bike data into different files for quicker processing\n",
    "# or rather, store indices of start/stop of data.\n",
    "startOfBikeDataStartStationSection = {}\n",
    "startOfBikeDataStartStationSection[1] = 0\n",
    "\n",
    "currId = 1\n",
    "for station_id, station in bikeTripData.iterrows():\n",
    "    if currId == station[\"StartStation Id\"]:\n",
    "        continue\n",
    "    else:\n",
    "        startOfBikeDataStartStationSection[currId+1] = station_id\n",
    "        currId = currId + 1\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Calculates the farthest bike station from the center.\n",
    "\n",
    "\n",
    "def calcFarthestBikeStationFromCityCenter():\n",
    "    maxDistance = 0\n",
    "    maxStationName = ''\n",
    "    maxStationId = -1\n",
    "\n",
    "    # Center of London\n",
    "    center = (51.510776, -0.115638)\n",
    "\n",
    "    for id, station in bikeDockingStations.iterrows():\n",
    "    \n",
    "        Lat = station[\"station__lat\"]\n",
    "        Long = station[\"station__long\"]\n",
    "        Distance = math.sqrt((Lat*(11/7))**2 + (Long)**2)\n",
    "    \n",
    "        if Distance > maxDistance:\n",
    "            maxStationName = station[\"station__name\"]\n",
    "            maxStationId = id\n",
    "            maxDistance = Distance\n",
    "        \n",
    "    print(\"Furthest Docking Station:\",maxStationName, \" - \",maxStationId)\n",
    "    print(bikeDockingStations.at[maxStationId,\"station__lat\"], bikeDockingStations.at[maxStationId,\"station__long\"])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "###################### START OF THE COMPUTATION #####################"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# ------------- Get Random value and Mean -----------------\n",
    "\n",
    "def randomCoordinate():\n",
    "    # Calcuates mean coordinates based on Tube Stations\n",
    "    latcoors = stationsRein['latitude']\n",
    "    longcoors = stationsRein['longitude']\n",
    "    latmean = latcoors.mean()\n",
    "    longmean = longcoors.mean()\n",
    "\n",
    "    #meancoors = (latmean, longmean)\n",
    "    meancoors = (51.510776, -0.115638) # Center of London\n",
    "    # print(\"Mean Coordinates: \", meancoors)\n",
    "\n",
    "    latitudeBoundSize = 0.03  # Mess with these for bigger radius\n",
    "    longitudeBoundSize = 0.1  # Mess with these for bigger radius\n",
    "\n",
    "    randLat1 = meancoors[0] + (random.uniform(0,1)*latitudeBoundSize - (latitudeBoundSize/2))\n",
    "    randLong1 = meancoors[1] + (random.uniform(0,1)*longitudeBoundSize - (longitudeBoundSize/2))\n",
    "    randLat2 = meancoors[0] + (random.uniform(0,1)*latitudeBoundSize - (latitudeBoundSize/2))\n",
    "    randLong2 = meancoors[1] + (random.uniform(0,1)*longitudeBoundSize - (longitudeBoundSize/2))\n",
    "\n",
    "    #print(\"Random origin location:        \", randLat1,\",\" ,randLong1)\n",
    "    #print(\"Random destination location:   \", randLat2,\",\", randLong2)\n",
    "    \n",
    "    return randLat1, randLong1, randLat2, randLong2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(51.518908, -0.079249, 51.52364804, -0.074754872, 251, 132, 0.3809132924295746)"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "def getRandomBikeTrip():\n",
    "    \n",
    "    randIdx = -1\n",
    "    dataPotentiallyDangerous = True\n",
    "    while (dataPotentiallyDangerous):\n",
    "        # Get random index between 0 and size of bikeTripData\n",
    "        randIdx = random.randint(0,len(bikeTripData))\n",
    "        \n",
    "        dataPotentiallyDangerous = False\n",
    "        \n",
    "        # Try it\n",
    "        try:\n",
    "            randomStationId1 = int(bikeTripData.at[int(randIdx),\"StartStation Id\"])\n",
    "            randomStationId2 = int(bikeTripData.at[int(randIdx),\"EndStation Id\"])\n",
    "            bikeDockingStations.at[int(randomStationId1), \"station__lat\"]\n",
    "            bikeDockingStations.at[int(randomStationId2), \"station__lat\"]\n",
    "    \n",
    "        except Exception:\n",
    "            dataPotentiallyDangerous = True\n",
    "    \n",
    "    # Choose a random bike trip\n",
    "    randomStationId1 = int(bikeTripData.at[int(randIdx),\"StartStation Id\"])\n",
    "    randomStationId2 = int(bikeTripData.at[int(randIdx),\"EndStation Id\"])\n",
    "    randomTripDuration = int(bikeTripData.at[int(randIdx),\"Duration\"])\n",
    "    \n",
    "    # Get the latitude and longitude of a trip\n",
    "    randLat1  =  bikeDockingStations.at[int(randomStationId1), \"station__lat\"]\n",
    "    randLong1 =  bikeDockingStations.at[int(randomStationId1), \"station__long\"]\n",
    "    randLat2  =  bikeDockingStations.at[int(randomStationId2), \"station__lat\"]\n",
    "    randLong2 =  bikeDockingStations.at[int(randomStationId2), \"station__long\"]\n",
    "\n",
    "      # DEBUG\n",
    "      # print(randomStationId1)\n",
    "      # print(randomStationId2)\n",
    "      # print(randomTripDuration/60)\n",
    "    \n",
    "    # Calculate the distance in miles.\n",
    "    coorDistance = math.sqrt((randLat1 - randLat2)**2 + ((randLong1 - randLong2)*(70/111))**2)*(68.9722)\n",
    "    \n",
    "    return randLat1, randLong1, randLat2, randLong2, randomStationId1, randomStationId2, coorDistance\n",
    "    \n",
    "# Demonstrate how this function works   \n",
    "getRandomBikeTrip()\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# --------------- Calculates the closest TUBE stations to the random coordinates --------------\n",
    "\n",
    "def closestTubeStation(randLat1, randLong1, randLat2, randLong2):\n",
    "    #calculate distances to all stations in array from co-ordinates\n",
    "    tubeDistances1 = []\n",
    "    tubeDistances2 = []\n",
    "    for i in range(1, len(stationsRein['longitude'])):\n",
    "        distance1 = math.sqrt(((randLat1 - stationsRein['latitude'].iloc[i-1])*(11/7))**2 + (randLong1 - stationsRein['longitude'].iloc[i-1])**2)\n",
    "        distance2 = math.sqrt(((randLat2 - stationsRein['latitude'].iloc[i-1])*(11/7))**2 + (randLong2 - stationsRein['longitude'].iloc[i-1])**2)\n",
    "\n",
    "        tubeDistances1.append(distance1)\n",
    "        tubeDistances2.append(distance2)\n",
    "\n",
    "    #pick shortest for each co-ordinate\n",
    "    station1 = tubeDistances1.index(min(tubeDistances1))\n",
    "    station2 = tubeDistances2.index(min(tubeDistances2))\n",
    "    \n",
    "    oName = stationsRein['name'][station1+1]\n",
    "    oLat  = stationsRein['latitude'][station1+1]\n",
    "    oLong = stationsRein['longitude'][station1+1]\n",
    "    \n",
    "    dName = stationsRein['name'][station2+1]\n",
    "    dLat  = stationsRein['latitude'][station2+1]\n",
    "    dLong = stationsRein['longitude'][station2+1]\n",
    "\n",
    "    #print(\"Nearest train station to Random Origin:\",oName,oLat,oLong)\n",
    "    #print(\"Nearest train station to Random Destination:\",dName,dLat,dLong)\n",
    "    \n",
    "    return oName, dName\n",
    "    #return oName,oLat,oLong,dName,dLat,dLong"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "# ---------------- Calculate the closest BIKE station to the random coordinates ---------------\n",
    "\n",
    "def closestBikeStation(randLat1, randLong1, randLat2, randLong2):\n",
    "\n",
    "    shortestOriginID = -1\n",
    "    shortestDestID = -1\n",
    "    \n",
    "    shortestBikeOriginValue = 9999\n",
    "    shortestBikeDestinationValue = 9999\n",
    "\n",
    "    for st_id, dockingStation in bikeDockingStations.iterrows():\n",
    "        dockingID = st_id\n",
    "        dockingLat  = dockingStation[\"station__lat\"]\n",
    "        dockingLong = dockingStation[\"station__long\"]\n",
    "        distanceFromRandomToOrigin      = math.sqrt(((randLat1 - dockingLat)*11/7)**2 + (randLong1 - dockingLong)**2)\n",
    "        distanceFromRandomToDestination = math.sqrt(((randLat2 - dockingLat)*11/7)**2 + (randLong2 - dockingLong)**2)\n",
    "\n",
    "        if distanceFromRandomToOrigin < shortestBikeOriginValue:\n",
    "            shortestOriginID = dockingID\n",
    "            shortestBikeOriginValue = distanceFromRandomToOrigin\n",
    "\n",
    "        if distanceFromRandomToDestination < shortestBikeDestinationValue:\n",
    "            shortestDestID = dockingID\n",
    "            shortestBikeDestinationValue = distanceFromRandomToDestination\n",
    "\n",
    "    #print(\"Nearest bike station to Random Origin:\", shortestOriginID)\n",
    "    #print(\"Nearest bike station to Random Destination:\", shortestDestID)\n",
    "    \n",
    "    return shortestOriginID, shortestDestID"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# ------------- Calculate BIKE travel time -----------------------\n",
    "# Calculates the mean of the closest bike ports, as well as ones that are really close.\n",
    "\n",
    "def calcBikeTravelTimeMins(oBikeStationID, dBikeStationID):\n",
    "    exactMatches = 0\n",
    "    #relativeMatches = 0\n",
    "    totalDurationAllTrips = 0\n",
    "    \n",
    "    # Get the range of samples to look at \n",
    "    # As an optimization, only looked at the subset of data with the curent station station.\n",
    "    try:\n",
    "        lowerBound = startOfBikeDataStartStationSection[oBikeStationID]\n",
    "        upperBound = startOfBikeDataStartStationSection[oBikeStationID +1] - 1\n",
    "    except Exception:\n",
    "        return -1\n",
    "    \n",
    "    if lowerBound == 0:\n",
    "        lowerBound = 1\n",
    "    \n",
    "    #print(oBikeStationID,lowerBound,upperBound)\n",
    "    \n",
    "    for i in range(lowerBound, upperBound):\n",
    "\n",
    "        # Extract the trip data.\n",
    "        tStartName =  bikeTripData.at[int(i),\"StartStation Name\"]\n",
    "        tStartID =    bikeTripData.at[int(i),\"StartStation Id\"]\n",
    "\n",
    "        tEndName   =  bikeTripData.at[int(i),\"EndStation Name\"]\n",
    "        tEndID =  bikeTripData.at[int(i),\"EndStation Id\"]\n",
    "        \n",
    "        tDuration = bikeTripData.at[int(i),\"Duration\"]\n",
    "        \n",
    "        # If this trip exactly matches the given origin and dest.\n",
    "        if oBikeStationID == tStartID and dBikeStationID == tEndID:\n",
    "            exactMatches += 1\n",
    "            totalDurationAllTrips += tDuration\n",
    "            \n",
    "            \n",
    "    #print(\"For bikes there were:\",exactMatches, \"exact matches.\")\n",
    "    #print(\"For bikes there were:\",relativeMatches, \"relative matches.\")\n",
    "    \n",
    "    if exactMatches == 0:\n",
    "        return -1 # ERROR! No matches...\n",
    "    \n",
    "    bikeMins = (totalDurationAllTrips / (exactMatches))/60\n",
    "    #print(\"The average time of this BIKE trip is:\", bikeMins, \"minutes.\")\n",
    "    \n",
    "    \n",
    "    return bikeMins"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "# --------------- Calculate TRAIN travel time --------------\n",
    "# Calculates with dijkstra's shortest path algorithm (weighted by TIME)\n",
    "def calcTrainTravelTimeMins(oName, dName):\n",
    "    \n",
    "    #nx.algorithms.shortest_paths.dijkstra_path(tubeGraph, oName, dName)\n",
    "\n",
    "    quickestTrainTime = nx.algorithms.shortest_paths.dijkstra_path_length(tubeGraph,oName,dName, weight = \"time\")\n",
    "\n",
    "    #print(\"The quickest time for this TRAIN trip is \",quickestTrainTime, \"minutes.\")\n",
    "    \n",
    "    return quickestTrainTime"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "#### ------ Calculate how far the trip actually is------- ####\n",
    "\n",
    "#distance1 = math.sqrt(((randLat1 - stationsRein['latitude'].iloc[i-1])*(11/7))**2 + (randLong1 - stationsRein['longitude'].iloc[i-1])**2)\n",
    "#distance2 = math.sqrt(((randLat2 - stationsRein['latitude'].iloc[i-1])*(11/7))**2 + (randLong2 - stationsRein['longitude'].iloc[i-1])**2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Experiment: Bikes vs Trains\n",
    "\n",
    "# ########## RUN ME ############\n",
    "numIterations = 5000\n",
    "\n",
    "\n",
    "# ##############################\n",
    "\n",
    "mainTestOutput = {}\n",
    "for i in range(0, numIterations):\n",
    "    #print(\"[!] Iteration\", i)\n",
    "    \n",
    "    # Compute coordinates in our range\n",
    "    #(randLat1, randLong1, randLat2, randLong2) = randomCoordinate()\n",
    "    (randLat1, randLong1, randLat2, randLong2, oBike, dBike, coorDistance) = getRandomBikeTrip()\n",
    "\n",
    "    # Calculate the nearest origin and destination stations, given the random coordinates.\n",
    "    (oTrain,dTrain) = closestTubeStation(randLat1, randLong1, randLat2, randLong2)\n",
    "##    (oBike, dBike) = closestBikeStation(randLat1, randLong1, randLat2, randLong2)\n",
    "\n",
    "    # Calculate the minimum/average travel time (with our data) given an origin and a destination.\n",
    "    trainMins = calcTrainTravelTimeMins(oTrain,dTrain)\n",
    "    bikeMins = calcBikeTravelTimeMins(oBike, dBike)\n",
    "\n",
    "    if bikeMins == -1 or trainMins == -1 or (oTrain == dTrain):\n",
    "        #print(\"Skipping this one.\")\n",
    "        continue\n",
    "        \n",
    "    mainTestOutput[i] = {\"oRandomLat\": randLat1,\n",
    "                 \"oRandomLong\": randLong1,\n",
    "                 \"dRandomLat\": randLat2,\n",
    "                 \"dRandomLong\": randLong2,\n",
    "                 \"coorDistance\": coorDistance,\n",
    "                 \"oTrain\": oTrain, \n",
    "                 \"dTrain\": dTrain,\n",
    "                 \"oBike\": oBike,\n",
    "                 \"dBike\": dBike,\n",
    "                 \"bikeMins\": bikeMins,\n",
    "                 \"trainMins\": trainMins}\n",
    "    \n",
    "mainTestOutputDF = pd.DataFrame.from_dict(mainTestOutput, orient=\"index\")\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Save data to csv file.\n",
    "# mainTestOutputDF.to_csv(\"./londonComputedData/computedData.csv\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0, 8)"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Visualization\n",
    "fig = plt.figure()\n",
    "plt.scatter(x = mainTestOutputDF['bikeMins'],y = mainTestOutputDF['coorDistance'], alpha = 0.9)\n",
    "plt.scatter(x = mainTestOutputDF['trainMins'],y = mainTestOutputDF['coorDistance'], alpha = 0.4)\n",
    "# fig.suptitle('Travel Time per Mile', fontsize=20)\n",
    "plt.xlabel('minutes', fontsize=12)\n",
    "plt.ylabel('miles', fontsize=12)\n",
    "plt.legend([\"Bike\",\"Train\"])\n",
    "# Remove outliers\n",
    "plt.xlim(0,30)#minutes\n",
    "plt.ylim(0,8) #miles"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "0.46774193548387094\n"
     ]
    }
   ],
   "source": [
    "# Calculate the average distance where bike is faster than train\n",
    "count = 0\n",
    "bikeFasterCount = 0\n",
    "for t_id, trip in mainTestOutputDF.iterrows():\n",
    "    count += 1\n",
    "    if trip[\"bikeMins\"] < trip[\"trainMins\"]:\n",
    "        bikeFasterCount += 1\n",
    "        \n",
    "print(bikeFasterCount/count)\n",
    "        "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [],
   "source": [
    "#plt.scatter(x = clean_data2['coorDistance'], y = clean_data2['bikeMins'], alpha = 0.1)\n",
    "#plt.scatter(x = clean_data2['coorDistance'], y = clean_data2['trainMins'], alpha = 0.1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "# quickestTrainTime = nx.algorithms.shortest_paths.dijkstra_path_length(tubeGraph,oName,dName, weight = \"time\") + math.floor(nx.algorithms.shortest_paths.dijkstra_path_length(tubeGraph, oName, dName)/3)*3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Determine which trips were faster riding a bike\n",
    "\n",
    "def determineTripsFasterWithBike():\n",
    "    tripsFasterWithBike = 0\n",
    "    for t_id, trip in mainTestOutputDF.iterrows():\n",
    "            if trip['trainMins'] > trip['bikeMins']:\n",
    "                tripsFasterWithBike = tripsFasterWithBike + 1\n",
    "                \n",
    "    # print(\"There are:\", tripsFasterWithBike, \"Faster trips with a bike out of\", len(mainTestOutputDF) ,\"trips.\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "#  Get the coordinates of lots of possible bike trips\n",
    "#  Use this to compile the Uber data.\n",
    "def computeSetOfCoords():\n",
    "    setOfCoordinates = {}\n",
    "    for i in range(0,100):\n",
    "        (randLat1, randLong1, randLat2, randLong2, oBike, dBike, coorDistance) = getRandomBikeTrip()\n",
    "        setOfCoordinates[i] = {\"randLat1\":randLat1, \"randLong1\":randLong1, \"randLat2\":randLat2, \"randLong2\":randLong2, \"oBike\":oBike, \"dBike\":dBike, \"coorDistance\":coorDistance}\n",
    "\n",
    "    setOfCoordinatesDF = pd.DataFrame.from_dict(setOfCoordinates, orient=\"index\")\n",
    "    setOfCoordinatesDF.to_csv(\"raw-data/uber/setOfCoordinates.csv\")\n",
    "    \n",
    "    return setOfCoordinatesDF\n",
    "\n",
    "#setOfCoordinatesDF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Fetches equivalant trip data for uber rides by asking the Uber API directly.  \n",
    "def askUberForInfo():\n",
    "    \n",
    "    uberResults = {}\n",
    "    uberRawResults = {}\n",
    "    # Supply several API tokens to \"get around\" rate-limiting.\n",
    "    tokens = [\"<YOUR-TOKEN-1>\", \"<YOUR-TOKEN-2>\", \"<...>\",]\n",
    "    idx = 0\n",
    "    \n",
    "    for token in tokens:\n",
    "        setOfCoordinatesDF = computeSetOfCoords()\n",
    "        for e_idx, element in setOfCoordinatesDF.iterrows():\n",
    "            \n",
    "            if (element[\"oBike\"] == element[\"dBike\"]):\n",
    "                continue\n",
    "\n",
    "\n",
    "            a = element['randLat1']\n",
    "            b = element['randLong1']\n",
    "            c = element['randLat2']\n",
    "            d = element['randLong2']\n",
    "            \n",
    "            tokenStr = \"Bearer \" + token\n",
    "\n",
    "            data = json.dumps({\"start_latitude\": a,\"start_longitude\": b,\"end_latitude\": c,\"end_longitude\": d})\n",
    "            headers = {'Content-Type': 'application/json', 'Authorization': tokenStr}\n",
    "            r = requests.post('https://api.uber.com/v1.2/requests/estimate', headers=headers, data=data)\n",
    "\n",
    "            response = r.json()\n",
    "            #print(r.status_code, \"for #\", idx)\n",
    "\n",
    "            if (r.status_code != 200):\n",
    "                #print(\"Encountered Error with API on iteration\", idx)\n",
    "                #print(response)\n",
    "                break\n",
    "\n",
    "            rawUberTripTime = response[\"trip\"][\"duration_estimate\"]\n",
    "            uberTripDistance = response[\"trip\"][\"distance_estimate\"]\n",
    "            uberTripValue = response['estimate']['display']\n",
    "            pickupEstimate = response['pickup_estimate']\n",
    "\n",
    "            \n",
    "            \n",
    "            # Increment Global index\n",
    "            idx = idx + 1\n",
    "\n",
    "            uberResults[idx] = {\"originBikeStation\": int(element[\"oBike\"]), \n",
    "                                  \"destBikeStation\": int(element[\"dBike\"]), \n",
    "                                  \"rawUberTripTime\":rawUberTripTime,\n",
    "                                  \"pickupEstimate\": pickupEstimate, \n",
    "                                  \"uberTripDistance\": uberTripDistance, \n",
    "                                  \"uberTripValue\": uberTripValue,\n",
    "                                  \"uberTripTime\": rawUberTripTime + (pickupEstimate*60)}\n",
    "\n",
    "            uberRawResults[idx] = response\n",
    "\n",
    "        uberResultsDF = pd.DataFrame.from_dict(uberResults, orient=\"index\")\n",
    "        rawUberResultsDF = pd.DataFrame.from_dict(uberRawResults, orient=\"index\")\n",
    "        timeStamp = int(time.time())\n",
    "        uberResultsDF.to_csv(\"raw-data/uber/uberResults\" + str(timeStamp) + \".csv\")\n",
    "        rawUberResultsDF.to_csv(\"raw-data/uber/uberRawResults\" + str(timeStamp) + \".csv\")\n",
    "\n",
    "    return uberResultsDF, rawUberResultsDF\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "# RUNS API SCRIPT\n",
    "# Generate a set of coordinates that is a valid trips on bikes\n",
    "# Calculate an equivalant trip with Uber by asking Uber's API.  (Gets the price and travel time)\n",
    "\n",
    "uberResultsDF, rawUberResultsDF = askUberForInfo()\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "########## MAIN EXPERIMENT WITH UBER #######\n",
    "# Iterates through uber trip data, \n",
    "# using the stored origin station and destination to calculate bike and train trips.\n",
    "\n",
    "mainTestOutputWithUber = {}\n",
    "\n",
    "\n",
    "for u_id, uberTrip in uberTripData.iterrows(): ### RUNNING ON A PRE-MADE DATASET LOADED IN THE BEGINNING\n",
    "    #print(\"[!] Iteration\", u_id)\n",
    "\n",
    "    # (randLat1, randLong1, randLat2, randLong2, oBike, dBike, coorDistance) = getRandomBikeTrip()\n",
    "    oBike = uberTrip['originBikeStation']\n",
    "    dBike = uberTrip['destBikeStation']\n",
    "    \n",
    "    uberTripTime = uberTrip['uberTripTime']\n",
    "    uberTripDistance = uberTrip['uberTripDistance']\n",
    "    uberTripValue = uberTrip['uberTripValue']\n",
    "    \n",
    "    originLat  =  bikeDockingStations.at[oBike, \"station__lat\"]\n",
    "    originLong =  bikeDockingStations.at[oBike, \"station__long\"]\n",
    "    destLat  =    bikeDockingStations.at[dBike, \"station__lat\"]\n",
    "    destLong =    bikeDockingStations.at[dBike, \"station__long\"]\n",
    "    \n",
    "    # Calculate the nearest origin and destination stations, given the random coordinates.\n",
    "    (oTrain,dTrain) = closestTubeStation(originLat, originLong, destLat, destLong)\n",
    "\n",
    "    # Calculate the minimum/average travel time (with our data) given an origin and a destination.\n",
    "    trainMins = calcTrainTravelTimeMins(oTrain,dTrain)\n",
    "    bikeMins = calcBikeTravelTimeMins(oBike, dBike)\n",
    "\n",
    "    if bikeMins == -1 or trainMins == -1 or (oTrain == dTrain):\n",
    "        #print(\"Skipping this one...\")\n",
    "        continue\n",
    "    \n",
    "    uberMins = 0\n",
    "    if uberTripTime > 0:\n",
    "        uberMins = uberTripTime / 60    \n",
    "        \n",
    "    mainTestOutputWithUber[u_id] = {\n",
    "        \"oLat\": originLat,\n",
    "        \"oLong\": originLong,\n",
    "        \"dLat\": destLat,\n",
    "        \"dLong\": destLong,\n",
    "        \"uberTripDistance\": uberTripDistance,\n",
    "        \"uberTripValue\": uberTripValue,\n",
    "        \"oTrain\": oTrain, \n",
    "        \"dTrain\": dTrain,\n",
    "        \"oBike\": oBike,\n",
    "        \"dBike\": dBike,\n",
    "        \"bikeMins\": bikeMins,\n",
    "        \"trainMins\": trainMins,\n",
    "        \"uberMins\": uberMins}\n",
    "    \n",
    "mainTestOutputWithUberDF = pd.DataFrame.from_dict(mainTestOutputWithUber, orient=\"index\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Dataframe of output dataset\n",
    "## mainTestOutputWithUberDF"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(0, 3)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "iVBORw0KGgoAAAANSUhEUgAAAZAAAAENCAYAAAAhRzNRAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAADl0RVh0U29mdHdhcmUAbWF0cGxvdGxpYiB2ZXJzaW9uIDMuMC4yLCBodHRwOi8vbWF0cGxvdGxpYi5vcmcvOIA7rQAAIABJREFUeJzsvXt8VNW5//9Ze2aSzEwukxskBBTUFqqCBNGiUKt4BDVeqAra1lrrz3rab3tMtYc2WC4R6YEe+q0Ge8639bRW23p6ABW8jC1YsaXgQeXulbaiBUICIcnkOklmZq/fH3v2ZO89a+29duZCQvb79coryZO916y5ZD1rPVdCKYWDg4ODg4NdpNM9AQcHBweHkYmjQBwcHBwchoSjQBwcHBwchoSjQBwcHBwchoSjQBwcHBwchoSjQBwcHBwchkRWFAghJI8Q8hYh5AAh5D1CyMOMa3IJIesJIX8nhLxJCJmYjbk5ODg4OAyNbJ1A+gHMpZReBGA6gGsJIbMM1/x/ANoppecBeBTAj7I0NwcHBweHIZAVBUIVuuO/euJfxgzGmwE8Hf/5WQBXE0JINubn4ODg4GAfd7YeiBDiArAHwHkA/oNS+qbhkioARwGAUholhHQAKAVwyjDOfQDuAwC/33/xlClTMj11B4cRxz/a/45uuT/xe76Ui7OLzxO+v6O/A8d7jkOmckImEQnj/ONQlFskNki4HR2dx3DCJSFKADcFxsZkFBWOB7zFzFsaQ2G09QwAAIjUC+JpB8jgXpOAoCq/SngO77W+x/3bBaUXiD2P4/vRIRGccLsHn0c0iiKZAuOmJy57p7GDO8RUcpg//rhqyyl82NyFSExOkntcEqZUFCTJQ70RNHf2IRKT4XFJqCjMQ8DnSfx9z549pyil5ZYPbEHWFAilNAZgOiEkAGATIeRCSum7QxjnCQBPAMDMmTPp7t270zxTB4eRzaqX78b6U32A9gBPKRaUXYilNzwlPE7wcBANexvQ3NOMCn8FamfUouacGlv31//lIeRhcOHLg4T6z/0bd5xzl7yC3Hh5Jf+5ayDlhJKuqfRXYuttW4XmMPXpqdy/7f6q4Nrx6IVAx1GDMAcomgA8MDjG7DXb0BgKJ91eFfBiZ98X+OPXW89j875GLHn+HYQjsYTM63Fh9S1TsaC6inltmeZaj8eFpbdMxQLXTuC1lZh5XCqzfFABsqZAVCilIULI6wCuBaBVII0AJgA4RghxAygC0Jrt+Tk4nHaevgn4+M+Dv0/6PPDVF4Vv33hqt155AAAh2HhqN5bamEbNOTW2FIaRhl2r0Qf9rrkPMhp2reaOG9PU5iOeZOUBAM09zUOe05C4ejlim74JF40mRDHihuvq5brLFs+fzFzkF8+fDGwtAcJtyWN7S4SmsKC6ClVHX8aEvWsxhrbgJCnH0RmLcUn1tUnXrt1ySDcHAAhHYtgffAILyM+BSLKSGyrZisIqj588QAjxArgGwIeGy14E8NX4z7cB2EadSo8Oow2j8gCU35++SXiIZEOHuZxH8E/LMO/JCzHtqQsx78kLEfzTMlv3Nw9wFABHDgAujeLLi3qZ11R4CoXnIBH2EseTs3j7k3ZAjuqFclSRa1hQXYXVt0xFVcALAuXkkTghXPcjwJWjH8OVo8hFOLgBl7yzAhVogUSACrTgkndWAAc3JF16nHEKAoB7B36bVuUBZC8KqxLA64SQgwDeBvAqpfRlQshKQoj6n/FLAKWEkL8DeBBAXZbm5uAwyMENismiPqB8Z/yDZhSj8rCSZ4jgn5ah/uNNaHIRUELQ5CKo/3iTLSVSEY3ZkgPAFz87IfHz/W0h5Ml6tZcny6ht5ysgIws/vdCWnMX5e5fBZTjQuYgiN7Kgugo76+bi4zU12Fk3d9C8NG0RcPN/KGYvEOX7zf+hyEV4bWXy4h8JK3ID4wJsxTtOSr9BJysmLErpQQBJniJK6XLNz30AxN9VDpFIBMeOHUNfX1+qQ40Y8vLyMH78eHg8HuuLHfgc3AC88C0gpjhx0XFU+R0Q/0dPA0G/Dw3FATS7XaiIxlDbHkJNT6/4ALzgRRtBjQ2HN6HPsGr2SQQNhzeh5spHhMa4orcX6wsLknwxV/Tyn8uqBYrP4ndvHsVXek6glNh7LTbva8TaLYdwPBTGuIAXj51fDnR2Y2OBHzKUHfPCrh4s9X1a6DkAgI/2I5ifPI/ru228JwA2x2Zjbf86HO8LY1yeF4tjk7FA9OaOY8Jynimtz1sBX7jJ1pytyLoPJNMcO3YMBQUFmDhxIkZDFDClFK2trTh27BgmTZp0uqczsvn99weVh0psQJFnSYEE/T7Ul5WgT1KMA00eN+rLFDu5qDei0l+Jpp7khaLSXyk8jyaObYInZ7Hd52P6Yrb7fKb3rVowVVEkD7tQ09ObrDCIi3mf0dHcGArjM3uWYUupYUdOZeCl7wi/p8F8Hx5mvCcUwA1CI7DntuT5dwAgyQnOpGg8w5EflxtQx9Mq0sXzJ8PnWgm8dP/I84Fkk76+PpSWlo4K5QEAhBCUlpaOqhNXxmA5Oc3kGaChJJBYqFT6JAkNJQHhMWpn1MJN9HtDN3Gjdkat8Bi8hcHOgtHsZi/0PLkRJXBTXM5yHj9a6sX6wgLIhACEQCYE6wsL8EiB+Gl9XTH7PVlXLP6e8Bzba7ccEhvg6uWAZJiz5FHkDJimtGmLgBvXxc1o6eGMUyAARo3yUBltz/dMptnFWXQ5ch7EkKdr/N0KmfOZ4slZVMQ4PhCO3MgJlCPo92He+HGYNnEC5o0fh6DfhxNgpy+wnMfPGk1oAECIIhckVUXIm5uZnAnjedhm2iLggXexp0neY//mZM5IBeLgMCR4IZWCoZYJUnDEV3BCpXhyFg27ViNi2KVHaAwNu1YLj1Ep5dmSs6jlOcHbxJzgtbmXob6sBE0et+LIj5uOanMvY17Pch7bjUjbvK8Rs9dsw6S6IGav2YbN+xpRkcM+afDkonMzkyfx2kq2eZXhRM8mjgLJAC6XC9OnT8dFF12EGTNm4I033gAAHD9+HLfddhsA4KmnnsK3v/3t0zlNByPX/YhtJhANtQQUZfHS/XF7NVW+v3S/sBKpPecLyJP1p4U8maL2HJNENANDCZ81ckXoFGCMoqdUkQtS4y5F/ak2VEaiIJSiMhJF/ak21LhLhe7/YMw/mKajD8b8A0DyYn/VlHJ4PcZTAW+XnixX/RSNoTAoBv0Usyv+GXlE/7nIIx7Uzloi9DwAxbFtnFsiR0QElv/DTJ4lHAWSAbxeL/bv348DBw5g9erVWLJE+aCNGzcOzz777GmenQOXaYuABf+pD7Vc8J/2HOg2wi1Z1Fz5COonfQGVMaosujGK+klfEI58AoYWPmtkuzeP7QD3ip9AcPVy1AxQbD12HAc/OYqtx46jZoBy7fZGqJut8Kg7xFzsn9vTiFsvrtLlYdiB56fY+lYV6uc8gkp/JQgIKv2VqJ/ziK0kS9McERE4gQNceZY446Kw7GIM+1s8f7L4mypAZ2cniouVuj+ffPIJbrjhBrz7rr6CSzAYxKpVq/DSSy+BUopvfOMbOHLkCADgsccew+zZs9M2HwcLpi1KLeLKRrgll7NmAafeBHqagcIK5Xcb1PZEUV8o6XbvebKM2p6oyV160mH3T7yOr61Unn/ReEV5CL6+lZ5CNEWS60tVegq5i/3rH7ZgZ93chGzeL6Nocicvc5Wx5NeCVYZElaealQ8oSmTIawsncIArzxKjWoGkHFrHIRwOY/r06ejr60NTUxO2bdvGvXbTpk34yU9+gldeeQXFxcX40pe+hAceeABz5szBkSNHMH/+fHzwwQdDnotDlrERbskieDiIpTuWIhovm9HU04SlO5QCJKILWE1fFBjoTs6fkMVPDxXRGJo8ycuDnVMMkFruQ217CPU+mqwI20P4tqBTurYtpAuLTozB8MO4CNGVUtHKTztFEzifq/RFVA2FUa1AzELrUlEgqgkLAP73f/8Xd911V9KpAwC2bduG3bt3Y+vWrSgsVMoz/PGPf8T777+fuKazsxPd3d3Iz88f8nwcbHBww5B3zACU642x9h6vsNlm9ZurE8pDJUqjWP0mv36UERpuRw1oUv4ERZjrETCSjlNMqhu0mpajACep8t8CXuaJweiUrunpxb7cHGwsLEgkEt7c1c1MRmQpDzO5XVKydqT4ucoUo1qBpCW0zoLLLrsMp06dQktLS9Lfzj33XBw+fBh//etfMXPmTACALMvYtWsX8vJs2Jod0oPqAFf/SVUHOCCuRKYtQrDtHTQc3oRmSYmeqj3nC6gRvL9jgF0SnCdncQJlqEDy502Ri5GOU8zaLYdwTezP+F7OBowjp3CcluHfo4uwdkuO5cK5eV8jboDETSQ0LVyoIej3KcojfoqQAWwsLEB1/0BSYmYVRynZ9aXwns9DW58GKf09/BUhhCIBPLT1OgBfFVMiKZoDM8WodqKnHFonwIcffohYLIbS0uTIk7PPPhvPPfcc7rrrLrz3ntK3YN68eXj88ccT16gnGYcskKIDHFBMUMuO/F5XQ2rZkd8jeDiY5snyWT2wEL1UX7ivl+Zg9YCNSkHhdtT09Ood4D29QLjd+t44MztfxRrPLzBeOgWJAOOlU1jj+QVmdr5qep96cpEoJ9iWxoSd0g+XlSblrsiE4OGy5P/HlCOlTPjhn5+BNOZZSDkhEAJIOSFIY57FD//8jPgg8RwO1IeU76dZeQCjXIFk6gOj+kCmT5+O22+/HU8//TRcnESwKVOm4JlnnsHChQvx0UcfYd26ddi9ezemTZuG888/Hz/72c9SmouDDdLgAF+96yeI0H6dLEL7sXrXT4Tu97nYlWZ5cha7C69BXeReHJPLIFOCY3IZ6iL3YnfhNcJjcH02gr4cAFiSsxE+os9d8JEBLMnZaHqfalo+TjktK+J2f27hQg1hjv+CJU85UsqEXv9LIFJEJyNSBL3+l1Ie2w5q6HNOxXkXp2O8UW3C4tWMSfUDE+Nk2k6cODHhC7n77rtx9913AwCqq6t1fo/169en9PgOQyRFBzgAdAycZKYedAycFLp/oGMqqH+nsf4gBjr4jZGMLJ4/GTs2vabeDQDIcUv2NkZpsLmPBTtnhCdXUU3Ih+lY7Pf1Yl2JwYxWco7wHCjYmSA8r0ZKkVImSJzeJjx5JmA1pUqVUa1AgMx9YBxGIJ+aB+z+JVsuiBwJMLvoyRGxrOWBnPcgMSpWDOTwW7MaWeDaiRs8v4A7ptRHG09OYY3rF3C7LgIg7ssBkGRz3xybjbVrtgltuIi3mFlHjHDa2aqMi/siOgo+wcpyRmHJlt3ChSXF0wgzS1HOGHREkjcRRTljsjYHVtBQqoxqE5aDg46/cdqk8uQMfD03gsr6rGUqe+DruVHo/rTsVF9bmVAeKu5Yn/2yFwab++bYbGam9uZ9jfbGtUA1LT9eUsQuLBkQ7MkOwMMpvcKTZ4olsx6Eh+Tq50BysWTWg1mbQzqDg1RG/QnE4Qwi1RDcNPhAfvD5L+OhrVGQkt+DeEKgkQBo23X4wbwvC91f6ipAq9zFlAuTjmRGAOs2PogXOragxU1QHqUY134JwhG9I9407H2I1Y3VsZYdYPsNmzTJjFahsRHKrlLNk2cKNQQ7pR7zf1qWHN0nUKFAfY0y0d7VUSAOZwbpCMFNgw9EWby+irVbZg3Jr7a4s5OZPLe4u1N4Dul4Hus2PojfdG9Bn0eZx0kPQWfZ27g0GsNbHXforuXubImk9N5gyS1YUF2FFQfYRQ/VuzOVCDwURHI8UslmVztEqk2+mlxA/ceblHFNlEgm/B5aHBOWw/Ag1VayaQjB5fo6bPhAALHoIB41LcfYBQhbbJwerl6OYGFAXwa9MGDLAf5Cxxam+ai1fG/Stdywd24YrlhpYatKuin32EgTvCKM6TTtNRzehD6Dc0ztEGlGJvweWpwTiMPpJx2nh3SYbdLgA0mZovGo6TianDxno2RFMN+P+rJS9FElbFRxPpcC+X5L57O6k+6qYLuZW9x6ebryJFgUxWR0MGpvFcVkTKoLck0yorb+dNXBy1RFCy3NnK0+T66SCb+HFucEkgE++eQTXHjhhTpZfX09fvzjH+PKK6/E7t27T9PMMkgqJ4h0nB7SkLeQLt9BSly9XAmX1WIzfLZhb0NCeaj00Qga9jaY3qfdSZdH2ctzeZSK50lY9Fdh9d7QEjGGo2nkZvZ87YkokMuOfvO5CtN2ashGRYuh9onhnQ5pLDrA/INNHAUygohGxesQZZUUe2CkZeFOw8KbFiUEpKZMdW1H4yXlb1xnKxiguafZllxFu5OeeWocsxnUl12Txc1z1/0Iq0pLcNHECZg6cQIumjgBq0pLgOt+JGT26eUkAfLkgBKee9WUwY6Fde7xkAy1rCRKcW1zftrMX9moaDHUPjG8ZOlYd1ta7GuOAknV9j4EfvOb32D69Om48MIL8dZbbwEAenp6cM899+DSSy9FdXU1XnjhBQBK46mbbroJc+fOxdVXX53xuQ2JVE8QvLwAi3wBHWlYeNOihFJVpkDKJSsq/OyKVzy5inbH/L3e95m+mHtO7hOex6rev2J9Yb6hH3k+VvX+NWP+CwrguT2Ng4rok+0wGsFcAC6W32Heb+fUoJ6gGkPJRSrTbdobap8YXna9HO40D4UTZHT7QNJhex8Cvb292L9/P7Zv34577rkH7777Ln74wx9i7ty5ePLJJxEKhXDppZfin/7pnwAAe/fuxcGDB1FSYrO1arYYDqYfIPVeHukoWGemTEXHSTEceXbJV7Cx61Fd6QwqezC75Cum943TFBMsId2o6QGjam1yFVseGw6xS5ZsOLQRXaFq5t+0C7iZDyQ50HkQrf+hIVCIiOHEEiEEPy0pAhhLqOipwRjdpGa8UyiLdLr7CgGKErHTWEwlk8nSo1uBpOOfnQHhHLFV+Re/+EUAwBVXXIHOzk6EQiFs3boVL774In784x8DAPr6+hJNpa655prhqzyA1MNGeQX6bBTuSxunu6HUwQ0I/nExGgp9aC4er5Tv+ONixfktOK+tb1WhT74FueVbErko/S3zsfVEFVbM5d/HqnCbCpTKzJRvSmWdstKiXcCX9ElY6pMR1USDuWUZ97VGYXUmPB4KY/O+RtPGWF6Py7Kar4rR4d47EE16nVTloW1olU5W7VqFjX/dCJnKkIiEhZ9eiKWzlmbksUQZ3SasDO2cS0tL0d6uX/za2tpQVqYUhzMqGEIIKKV47rnnsH//fuzfvx9HjhzBZz7zGQCA3+9PaT4ZJ1XTT7p8D+kgVZNmis8l+JeVqC/OR5PHrVTz9bhRX5yP4F/EAwqOh8KIdlaj56M6dH+4Bj0f1SHaWW1pntGaO9rB7j/T7xEryQIAlFMwhIIIFTIdM+FfsLylU2dGW9bSiQ96b0+YY4p9hh72cYq8Hix5/h0URNl/L0OecOFElr+mvTeSdB1gYQJ7+UHg4RKgvkj5/rJ4FvqqXauw/tB6yPEQaJnKWH9oPVbtWiU8RiYY3QokQwtXfn4+KisrE50I29ra8Ic//AFz5swBMFgscceOHSgqKkJRURHmz5+Pxx9/HDTu8Nu3T9zWfNpJ1f+QDt9DOkiH/yLF59KQG2OX78gVPxWMC3hxk7QDO3Lux+HcL2FHzv24SdohZJ5Rc1jWee7FANUbKAaoG6vp3cLzcFP28uKmklDl2++8/ynskqfo7n1TnoLteVclnPgrbryAqYgIUUxZp7pmJldOpEB7z0zhfJ21Ww5hqu8ZnHve91A45fs497zv4dKi/2Fey32NX35QqbOmtqClMeV3QSWy8a9scyBPni1Gtwkrg12+fv3rX+Nb3/oWHnxQ+YCsWLEC5557LgAgLy8P1dXViEQiePLJJwEAy5Ytw3e+8x1MmzYNsixj0qRJePnll1OeR9ZIxfQzXJrlpMOkmeJzSUcv8sfO/xsu3PMLeOOl1MeTU/iR5xd49/yJAMTMK093X4o26T58z70B40grjtNS/Ht0EV7qvxT1gvOQSRQsG5Yit7bNj6e/wqsVTYhIyjLV5HHj1NgmfKr5V4nnwauo/Z31Sh8dd/6HyVOwWZxyPP0VDlfsTSj2kx6Czoq9uBTQZeWbOs73PMWX32Bd6l/mJF/y5NkiKwqEEDIBwK8BjIWyH3iCUtpguOZKAC8A+Dguep5SarP6m00yuHCdf/75eP3115Pkf/rTn5jXe71e/PznP0+Sa8u+n9Gk6ntIB8MgGGBsVEazJ1lZjI2KLxSXfPQ4YOjD4SUDihz/LDTGuIAXL4bm4MWBOTo5qzsfLyEv1b7qx8buS8oFiUgEx8bqT+csRfTdDQcQoxQkDcUpW8v3oE/Svyd9koS28j2oIl8TS0SknOfMkxvnSySmspAEysJkkmydQKIAvksp3UsIKQCwhxDyKqX0fcN1f6GU3pClOSkMh4XLYXjAKT9uK5w4xci+2rZ2LCsvSXIc17a1Y7ZgGXV0HEOQ1UvchiLktYy9akp5Yh5FXg8GojH0RgYXNm09qvvbQnhYU44dUHJJ7m/jL95aZZQ/hX1Np8CaqfYxp5EACKO8vp0y6ifc7Ac84ZbwjqjDnFMXjIJgjsD7uvDTC7H+UHKfoIWfttFlMgNkRYFQSpsANMV/7iKEfACgCoBRgTg4jGxSNYMRgBqCLNTf1aglq6KBwfLxWOqjCSXU5HFjaVkJ4CPCfTQWVFeh6ujLmLB3LcbQFpwk5dh+1jexYg8SSiUUZjuS1TDaHeFeEIIkRXZ9UmiwQjoL/6n9zcf3FOK4px3GDl3XFoqXhkkLbi8Q6UkS99AcofdVjbYablFYWfeBEEImAqgG8Cbjz5cRQg4AOA7gXyml4oZKh5FNqqXY0zFGOsKJUzSD/ai0GDGDAokRgh+VFevyFsxqLa0u9CEq65VYVJKwutArrEBwcANO/vUR/GB8AZrdE1ARjeFbrT/BNbG78CLmWN5+PBQGzVPySIy5JDJhN3RKTi7kZJybZKKrqCeoaP4nydV/CcH2k1kuJxRhK00f9KZGs/d16aylp11hGMmqAY0Qkg/gOQDfoZQa61PvBXA2pfQiAI8D2MwZ4z5CyG5CyO6WlpbMTtghO6Qj+ikdY6QjKi/FMUIS+1+SJeeFjHbI1nKrOlTB13+A+tIiXTjxqrIALg+wo4+MjAt40VI6C4YqIqAUaCmdxbyHlRcyVNQoL2PxRxWrIoQ6eApLQJEl4Lz/x2lpsiyTBRDjYeoXV0pp6YmeNQVCCPFAUR7PUEqfN/6dUtpJKe2O//wKAA8hpIxx3ROU0pmU0pnl5eXGPzuMRNJRTHG4lHPPYkjyUGstidShavC7meHET5ZYd/JTo5Fo60d4Jd+nKyv/Sr4P0VN/x8S6IM5d8gomxhXY0s3vMM4bnJKJRq3EYUF1FSpibHOYVm6lTNMC43MRRi7+PZp8Qk5nDS0duk1WesiKAiFK5twvAXxAKWXGrBFCKuLXgRByaXxurdmYn8NpJh3RT3HHsa4Hht9nu5w7cww75dynLUJw9tcx76wJyhhnTUBw9teFTWlFMXa0lVFuFjJKOAusKhepQ5VKOLGaz/G2rwf1ZSX6pMiyEuz1K4pedXQ3hsJ4ZteRjHTMq20LMYtC1sYd+SLKtNJfyRybJ2fCyJV6d8YjeNX1ed1lmSyPz9xkpUi2TiCzAXwFwFxCyP741/WEkG8QQr4Rv+Y2AO/GfSDrANxBqeBWYxjR2tqK6dOnY/r06aioqEBVVVXi94EBsQrKX/va13DoUHab4pxW0mA6ChaXMxerYLH4KTUYbWOPERWvOxc8HET9kSCaXEQZw0VQfySI4OGg0P3fbIvBbVjw3LKMb7RFhcuo8/5pVLlI+fFCmT1KoUyZobwqAa8nMa+GkmJ2UmRJcjZ7pv7Ra3p62Q264n4ZEWVaO6MWeS79ySvPlYfaGbX2JmMoknnJTf8snA2fFjIQjp6tKKwd4HrEEtf8FMBPszGfTFJaWor9+5Ukpvr6euTn5+Nf//VfdddQSkEphcSxd//qV7/K+DyHFZ+ap2TlsuSCNOTnsBer/Bxhx3FDaQmj65uEhtIS8TF2rWb34ti1WqidaazjQjxC38C6ksHIpfvbQmjrvBw7V4mFjFbKSstTlhwAAj4PsxRHQFMWhPfPSgDsqJuL6pVbmWNo3QJm4a9CUI63ndrwPXhLADD6n8d7kogo03T0M+eRyUKHSfBq1qXA6C5lAmXHOO/ZeZj29DTMe3ae8E7RLn//+99x/vnn48tf/jIuuOACNDU14b777sPMmTNxwQUXYOXKQVv9nDlzsH//fkSjUQQCAdTV1eGiiy7CZZddhpMnT2ZkfqeVNHQCbHZxnKUcecbGGGDnOPDkRua5DyT5ZglR5KIovSMYZpt47wjeuV4r7+A0c1LlIU4tKK2ct7jw5MZH5OkJO/oj+Nk7sdRwqlxaVoLgZ+8EIN7Lo+acGmy9bSsOfvUgtt62NS3KI+uw/HMpMqoVSPBwEPVv1KOppwkUFE09Tah/oz5jSuTDDz/EAw88gPfffx9VVVVYs2YNdu/ejQMHDuDVV1/F++8np8V0dHTg85//PA4cOIDLLrssUfrkjIK3K7KxWxpqxzbdtZ4iW3LmtZwsa9Hs691+tt9gtz85h4BHTclU3NwdVhopUQqJUtzcHUZNyVQAQAcnf0Mrt3o9RRZeq57mWrweF7486yydOYd3DiI2lq3VR7fokjKBeEjz0S0A+A2XMuaHOJ3o/DDpYVQrkIa9DeiL6Y+3fbE+y9afQ+Xcc8/FzJkzE7//7ne/w4wZMzBjxgx88MEHTAXi9Xpx3XXXAQAuvvhifPLJJxmZ20in9pwvwGPYWnuodcc23RjtHIdru3jZi1THWFcSYJri1hn8BmaRQ8G/rMQL+V5dI6cX8r2Jir4ii//ZhZOSjyqUIuCZINxEiXAVgF6u2v5XLZiqK25ICOeoRPSvr9lr0RFj51+ocpGijukiK9FeVsT9MHua5D3pGG5UF1McauvPoaIty/63v/0NDQ0NeOuttxAIBHDnnXeiry/ZVpuTk5P42eVyDd+2tqebs2aB/uNFaPe3lLiAs9g5ByxqWo4CrBIgnMxp5hgUxDGRAAAgAElEQVTxa4c6RrOLE/2kkRszto0ZzEpFX/2/tlLRN4oa8MuUaBf/N3v+kZznQAjejzWiO+4fsGqiRBNX6KEalzkBuP0zKj1FaIp0MOWir4UI2fBDpGOew5FRfQIZauvPdNDZ2YmCggIUFhaiqakJW7ZsyfhjDlsIJzSUJ2fQsLcBUYNxJArZ3mmSuFDT04utx47j4CdHsfXYcWXhtzEPAOwxBBExxVlFDlmF4IrsuqllLNfgb2oTJfV+dact4gMxy3m4oivEPAVd0TV4mrN6LQIy+wXlyUWxe5rIVAvf082oPoHUzqhF/Rv1OjPWkMLzhsCMGTNw/vnnY8qUKTj77LMxe/bsjD/msOXiu/HyB7/DOs2u/f72EG74zBeFh0jLaTLFiqkqzEKGgkqk9pwv4KFPNinmpziSwRRnFTlUkRNg7twrcgbNYOncdWvno91pF3D2YerSbeVr2O6KAcSwRBGC7a7BUzjvtWgMhTF7zTYskdqxfEyprq2th1J8v3Xo3S6HcpoQifbKCvFyP+nKRB/VCiST4XmAEsarct555yXCewGlC+FvfvMb5n07duxI/BwKDe627rjjDtxxxx2sW0Y0D/uqsbnsj4hKym6zyePGsrJy7PFVY4XgGBX+CjT1NDHlwhRN4LTmFXc6BssnoN5HE34M1QkOX6lQKPDzXVHIBrOPDIK6d07g238IYlzAiyKvh1nIUN3N185agvrtdejTDJNHFXkm0J4itDvt3KgP/Z7kBTI36kOhQN9wkWRGXmtcAmVhvy43DNLSmqTQr+0e+sJtdprgPR+RFr4Zx1gpOg2MahMWcIaE541wnvv4vxLKQyUqUTz38X8Jj5GWZK+rlyNm2PHGiNtWGZKGYrYTvKFYrBXsW62vMBsg0YJdiUzpnoEoPIYwW+1uvuYvP8fNnZ36KKzOTtT8JbnfTKoYTxHaHXXo5E2QZL0SyIEbD89dYdoBUKUixjajaeWsKCrVLwMAEijTpCjxHPQCDOU0sXj+ZNyW84auS+RtOW9kN9prBGeiOzhwkV1scwJPzqLmnBrUX16PSn8lCAgq/ZWov7ze1obg7U/aYawkEpMVuSjNEWONUHO5EcoNfh1c8CIxivw8N9eHETz5Nl4oyNdHYRXkI3jybeHnwYMQmPpOtDvqaGc1eppugzwQAKhS+mPl51YJvye1be2cMiSD78eC6ircenEVXHETlYuQzGS1a/qZ/y3vTjzsTg6nNztNLHDtxBrPLzBeOgWJAOOlU1jj+QUWuHZmYrZsRmomerahlILYqZQ5whmBFV90+GJehN3JOyNfzN7xvuacmpROkBP2rkUO0Ue55ZAoJuxdC9wk1smvwlPI9j94CoXuF/3Uhnoj2Ldcn6mvNmPyl/FPQek4X/OipoDkCK9oZzU84Zn44RBCY2sGAJxqS/YnDQy+Spv3NWL920cTdbVimfhfUPuZx3FDxl2uPwIAVkTvASCQO/LaSrgNKQPuWJ+9dsmp4mSiW5OXl4fW1tYRv6iKQilFa2sr8vKsq6QOV+q6u5g7zbrurqzOYwxltwcYQ08Jj5FyLgmvcrjhd+NuV1sUsInjO+DJmYikqzMwRnjdnf8W9uR/BwteuAB49EJ75fWjYXZEW3Rws/HwS+8hwjF1AUjyJ1nJmdFVjH7mhABfdm8Tzx0ZBu2SM5GJfsadQMaPH49jx45hNPUKycvLw/jxNnpWDDNuaW9C7oCXEbmU3QiVk6QcFUj+3JwkZRB1xaecS0Ipp8/E4CLJ2u3qHbtmlaz4aNvJVn1KRgdD4fCqBWtJRHgd3AC89HMgPLT2vqwWsEY5qx6XSlXACynMVi4SQxHyoqtudsWYr5wbMj5eI3im4+3+7fSaSRX1NX9tJYAP0jLkGadAPB4PJk2adLqn4WCHovGo6TiavMimseSCCEdnLEbhnqXwkcGqyb00B0cvXiysQAB2Fz4t2oXa2Ae7KMZfuLsBbt9srQOXnb5nXvF26eZ3dCXV72uN4tFyktSb/ZttNkKaX1uJYA5Bw9hxemUqbLbRusONcmt21s1Fcz17U3CClCe9p7zoKthLA2Jz9fLkCKgM9YkxZdoiYNoi7HmQpCUT/YwzYTmMQLLYhMmMxgk34Aexr+OYXAaZEhyTy/CD2NfROOGGpGuHWpbCqv/Ekj6JWc59SZ+UKPHBMpWIhIPylt3N+xqT+nHsDt2Km7r09bRu6grjrfZbhJ4nAASjrZzy+KJtfii7P4tmpgGvh3mnKj86YzE2+Qp1Y2zyFeLojMVJ9/CiqNJiDZ+2CG9PfRjNKIdMCZpRjrenPpw9/0eGcBSIw+mH0WwHN67L+j/X2i2HEEv0wYg7ZWWalC1sqgQssuqtMpJrPrccq1o7dP0rVrV2oOZz5spUH87KqUFl7A2ued7GNfKVfD82F/h1kVybC/x4Y0yx6Ty0NHDqemn7gZgp4pf9PqYCetnvS1xzw0Xspk6q/OSF47FqbJm+Ne/YMpy8MNl0pC1nr6U5uTGqgo0T8uZ9jbjr7bMxq68B5/Q/g1l9Dbjr7bNPTz2sNOIoEIfhgaHZzunYmc3sfJUZajmz81XddWZK4ETJJcw+4CdKLgEg2H9CoBSKceEFkHBe84xVvBBh1pwKxj4P2bA6yBLgLtnIHIOFVV0vq9PYOk5OzTpNTs3rH7J9nb978yg272tEw94GDEAfWTeAKLPEDe+k8Ti+lPIJ+UwtZeIoEIf0cHCDEmVTH7AfbTNMWJKzUef/AAAfGcCSHP2iaaYEaOtHzH4etPUjAAKVcH//fawqLsBFEydg6sQJuGjiBKwqLgB+//3EtbyFF0C8iq3oMzY8toaoi909s1sWD2zI50RHqXKrRVUkmoz3XsQoxZLn30GTjRI3vDL3/9M3K+UT8rApZZJmHAXikDpqiYSOowDoYLSNHSUyDBTQWIazlSU3UwJjaAvTbq+GCFv1n1jllbG+sEBnOlpfWIBV3sHTg+Vu1mYI7uL5k4XzT+zQxzHnqXKzOlaT6sR68pj5fsKRGEiUXQGAVeLGVLmneEIWbVw10nAUiEPqsEokRMLxcEEB0qGAGNh1dBPiYi7+xLAQmimBl/P9WFZeqrO5Lysvxcv5Sil/q0q4GwsLmGXUNxYWJH5N9252QXUVvjzrrLQrkYjENpmpcrPFU9RvzXovtIRPzBMucZPJ5lJnauOqMy6M1+E0kGqSlJkCsrPTi1caRccx9HorsKPnVjQOXA5ArGJq0JeLpWUlidBVtf0pTrXpMrjV+1mhuJ/bF9BVfgWACCFYWxrATZr7eXMQ6eKXicJ8qxZMxcyzSxLPKRuw+pLYRX0dv7vhADMLfYx0OR66vFqoYKrZ+5oqmRz7dOIoEIfUSTVJKh1ZuoZKo75wE1aSJzAgyXhRngPAumLq6rJSRA1FCqOShNVlyZV0eUogJLEP9Ty5EQlsJaK9m7XweiSC3oEoJtUFkT9F6KGS0D6naU99P4UMDPHHAwYXVdFTh3EO6ji8Jlk151QJl7jJZHOpd/t/he5xG5FfKaObSHi3fyEWYGlGHitbOCYsh9T9D6nmcfAUjZ0sXcYpxkcG8D23/rmY7a47JPbyyJOzGVoWuEphTymziVJhT2niV6MZLOD1AETJyk5XAZ+FnV3MeSzsVMrLiJgHRV6JBdVViTa2VYInKNZzzGZr2qGwatcqrD+0HnI8i16mMtYfWo9Vu1ad5pmlhnMCGe0YewTYLTehvS5uPkLReEV5iN6fhixd2nGUuWBVEX0dK1MzD6+MiK1MMn4e+Ow12yzNFh15jDkQosg1aHfKs9dsY/YHSYV/aYuBoAsbCwsgQ9lpLuzswrfbYpYNldRMe8pJ39c+E21WfsDngUciiMhDU4PZaE07VDb+lR3+vPGvG7F01sg9hTgKZLSTJv/D5thsrO1fh+N9YYzL82JxbDIWiN48bRFwZJdStI7GlKS7i75k6/FjkLDFn5dUg2p+92AFVCunpUjhDLMyJFZOehE/DHWziy7y5EBmQkH9UhTV/TFsj8bQ7HZhbDSG6v4B+CVqGQWmKpeqMg86PdGksStdihI3KqL23gg8LoKA14OOcMS0rMtIQ+bU9eLJAfPP2nDBMWGNdtLgf9i8rxE7Nv0n1vd+HR/lfgnre7+OHZv+UzzL9uAG4MB/D7aOpTHldxumtN/78rDUkLW8tKwEv/fnCZs0rLqAmyW+qX+zwip5rCiHXfadJwcyEwq61UuYWeBbvcQ0CkyrXNpjJcwX1Zc/6PswKqJIjMKf68bHa2pMy7rYYhiEiEucKgA8uVWS5XDBUSCjnTT4H/YHn8BK8oQug3sleQL7g0+IDZBqGDCANaUlusJ/gOIAX1NaYlpDSkulsf+2QW6282b9jYfZiSEis01RPDmgONU9Lm3Pb/Z1PDkLs86KZjkN2ucm5Z5kWvM+6lSSKq3CkWs+txyr2rv1ZV3auy3LuujIUIi4XRZ+eqEt+UjJXHcUyGgnDYUM7x34LTOD+96B34oNkIZTUKeL7bLtdBHhXdsVXd1Mx/EVXd0AzBc8O2YksxNDb5RdxZcnBxRzmD9nUPkZw4gTchvBAGb9yM1yGuychiyT66YtwpTia/HKsWYc+PgoXjnWjCnF19oL7U7D5iQdLJ21FLdPvj1x4pCIhNsn3871f4yUzHXHBzLaSdUBDmCcxK6uypMnkeFeCVZ+B5XteR6mA3t7nlJkzyr/ojEUtgzDTUfy2NLN7+B3bypd+FyE4IufnaArw8Fz42uxsq9XRGNo8iQvDxXRmGVOg2huByscWfv6vP3iz3HhJ8/DTWSAKP03xn3yPN5+cQYuEewQOSwaOcVZOmupsMM8E7k+mSArJxBCyARCyOuEkPcJIe8RQpLSQInCOkLI3wkhBwkhM7IxNwekXKahz8sOt+HJk/jUPHtyBgGZ7YwMyLLw0d9s1w2YZxOrfzPrgBfwelIOLV26+R38dtcRXQvX3+46Al+OQNOK+OFKxL7+1XaZ2VnxK20xTKoLYu2WQ1g8f3KSeVAbTgvKfi1c8QYbVqG3E/auxbZ8t64ywLZ8t9JiWJR0hIifBkZK5nq2TFhRAN+llJ4PYBaAbxFCzjdccx2AT8W/7gPw/7I0N4cU8V23EgMkVycbILnwXSdoJvjbVntyBvO7e5jmp3ndPQDEjv5FHCWkys0WPPVvZtkP/ly3tfKwqGP1uzfZPa17B2KmJT2AQX+2iH39rfZbcL2hH8j1XWG8HbrV0qmr5nYQif1cYoglXcvyU73t62E68t/2CXZ3BIZNrxm7DPe8FpWsmLAopU0AmuI/dxFCPgBQBeB9zWU3A/g1VZqZ7yKEBAghlfF7HYYxm2OzsSP2dXwH/4NxpBXHaSkewx2YE5stFsrLMl+ZyRn8we9nmp+2+JUaVOrR38x00+9ygxU2pMgVzHINFlRXYdkBGWwlIqdsv55UFzSNFFt9y1Ss3XIIHRbjmNnX1dfnRL4f/oJCyERZ7GUAmwsK0dPtBzqV660y+1PlsZISpiP/sZJi3Cg6SBpMtKeL4ZzXopJ1HwghZCKAagBvGv5UBUC7YhyLy3QKhBByH5QTCs4666xMTdPBBmu3HELjwOV4Fpfr5P8rurgQ12AIr1EuSIeLfZjucEmJo79VAhyvmIZ4kQ2gkuM7qIzG0MJpWKTFLBfFbBYSGVxwLnyKf93sNdu44xR5PYnXx3/uFsiS/j2RpRhyy7cg2lmdkPGU0eZ9jULOGDOFftLDfk95ch7BfD8aJoxDc4mk1MLK9yeVpnEYGlmNwiKE5AN4DsB3KKWdQxmDUvoEpXQmpXRmeXl5eifoMCRSjhhhKQ8zuU3Uo382QiOv6O1lmtI+19uL9t4IJlpUBnZzTFg8+eBjDCYympUQYTlmAcW+TggSrw/xsBMXjXKeU1d5Tc3NcVa+mEpPEfN2npxF8HAQ9W/Uo6mnCRQUTT1NqH+jHsHDYuXiHczJmgIhhHigKI9nKKXPMy5pBKDtETk+LnMY5qTc64DXGtRGy9AAZ60K0MHoKytFF3Cx58uTs9juz2ea0v7s8yd+NfMfcENwLbpEyUBCEXo5vhye3EUIbr24CqFeTSRXhN1HQys3c+oeD4VRGWVvAFS5lUKvbQ8xHfm17fysfCMNexvQF+vTyfpifcyOhA72yVYUFgHwSwAfUEp/wrnsRQB3xaOxZgHocPwfI4PF8yfjtpw3sCPnfhzO/RJ25NyP23LeEI8YSUMUVl3BVHgMu3QPpagrmJr43UrR1bW2s8dobReeR5Ob/S91whDhxTr5pJplrPoweLqGJ1cjubRHl/6W+aCy3uRGZQ/6W+YDAIp9Htx6sXKqYxVUHBfw4s62GFsB9Js3lEokErYcRf2pNl0iYf2pNtS0iPvGWJ0HzeQO9sjWCWQ2gK8AmEsI2R//up4Q8g1CyDfi17wC4DCAvwP4LwD/J0tzc0iRBa6dzF7iC1w7xQZ4b5M9OYOao+/gls4uXdTQLZ1dqDk6WF6EFxp51ZRyzF6zDde3ncQjLa26BeuRllZc335SeB6SjWq8xgV07ZZDKOC0geXJtag+jF6OpuDJVbS6M9pZjUjoYlBKoLykBJHQxQn/R18khuf2NHLNT4vnT4arexpWtOgVwIpTbag5W9kYWJ5ciYvdH96Gb4zVedBM7mCPbEVh7YCFOy0effWtbMzHIc28thJug5nAHesTL8gYbrMnZxCMtuKFQInSChaKSeeFgnxUn2pNOExZCXBXTSnHc3saFVNKLlDT06ssUhrs1IaVqczZ6iebj4wL6PFQGJfQGfhbxV5dWRa3LGP8yRk4bvK4Wh9Ggcl1IrgIASnYC0/gbRCiPnsKT+BtxMJnI9pZjXAk+floo7IWVFehd+u78PX24oZeQ9htPDzbKpEwHb6x2hm1qH+jXmfG4nUkdLCPU8rEIXWGQbZvQwmndlOJ3pZvzDt4/cMW66xpGxrEyu6vojq0taafcQEv3uq4Axd0BHQnqQs6Anir446kMV1xRVUV8OLWi6vQ3suvl6Ui0nNDphTeipdBDFFYRIohd+xLpvdqT1W+MMdMFP9cLKiuwq0XVyWeh+qLSUTupcE3VnNODeovr0elvxIEBJX+StRfXi/cYMrBHKeUiUPqeIvZpwVvcdam0ORimzV4cpV01xa6orcX6419zeNRWD3x8hTakFxtKPHi+ZOx4dWHcKgoBDleM0kGcKgohEvD/6NTIgTAR6uvBwDhSsAAsLNublI4s5FxAS86XT3MvxGXeRKf7lRlUaJm875GPLenUZdV/9yeRsw8u0RRImnoEwMoSsRRGJnBOYE4DAuCfp+uZEXQ7wMFLLveqfA+yDy52lFPe7joQR7z2h7kWT6+ypZ8dkLj1nw/dtbNRVXAm3Sg0Zp+Wkr3ME9SreV7dbKAz5N4bb674YBwJeDpD2/FA+v3I9ctwc8of2KnXIbRUJd0r0UWuGVY9bRFwI3r4icOony/cd2ISAIcLTgnEIfUCXOilHhyA0G/D0vLBsuxq708KAUa25Tdp1UzJrMaVEY272vE4o0HkjrfPRS5Bz/x/Ewp3hcnSiU8FLkHjf3WzaAA657oVpFHzZwD00m3/nl0hCMJk1XMKkdEO4940cVQOAKvx4U7Z52F1z9sSUrkW3bQfByvx4VbL65i3ptg2iIE/7oJDR370exyoSIWQ23RdNTEFYBQ/tC0RY7CGMY4CsQhdVI0Ya3m9PJYXVoCaIY1K51R6ipAq9zFlBupf/E9ZtvUF+U5QAT4nntDoiTLv0cXKfL44393wwEA1pV9eVhVWbWq5qsyxK6vOsKRGF7/sAWL509OBBaIJFVWCXbHC/5pGeq7DqLPrSwzTW436rsOAn9ahporHxkxFWcd+DgmLIfTDq8MSSdDbty1qqaobzY1MXMOFre1JI1h1j/8RXkO5gyswzn9z2DOwLqE8lCJUZpSZ7jF8yfDY+jL4ZFIwvRj5yTF49yBAWY2/LkDA0nXNobCeGD9/qRwXF7gAAGEmnMBQMNHz7MDGz5S8ohHSsVZBz7OCcQhdVI0YYFSTuhr8iqm3Z1qncGLctvwtzwZGwsLIEPZGd3c1Y0aG1nLAJA7djM8xW9CLeQUaf8s+k/oS0KmXETQ+FQ1v8uyB5IrWcHJsnUdLZVeycX0w/RKbPsYyyfjj3khuZNPB3JM/HTQzGnypcqt+oo4DH8cBeKQOik2hArIMkKMaKmALENrlDLuTrVO2KDfhxcK8pPzQPoHkgrnFfs8zJDX3LGbkVP8v5rFlyq/A0lKZKjRW2u3HELEkBQYidGEQpKkKPM+wpGzaOL0NeHJWfSfuAl5lRtBpMFTHZUlRE7chEl1QaHF3qwplcpIqDjrwMcxYTmkztXLAcmwQ5Y8wuGWdV0RZgmR74b6TfshaBfxx0qKOXkgyX6YFTdeoOshrpKrUx5xCFHkBsYFvAnzmUiUGGvObLlZwXYxzCLSAl6xk0xB9FJccGIaxkRkEEoxJiLj/OZpGOistuwHosIrLHmFMbHQYcTinEAc0gNj4RWlpi8KDHSjoTiAZrcLFdEYattDqJHzsKBuLvc+rRP2BKcGVRPDj2I0nUiEIEap8NKtlj9hlYbPOdfcCW7lOKYgINyC7ua4CIFMKfPxAWVe76yYh9lrtnGr8gLK87u38G18rf0P8B0b9Jv00pOok8brggrMTHm8wpLb/fmWzyXBwQ0jspfHaME5gTikzmsrgZjBQRsbUOQiDNGHonXC2s0D0Wakf/GzEyyXZ+NJiJXBHo7EcFNnP3PXfVNnf9KcVbSmOSqz93Q8uRaZUny8pgbemI/5d2/Ul1AePDdM4qTX/iReN7STfT3fje+5N+juMzPlNXOUOk+exMENSiJhx1EAVPn+0v2K3GFY4JxAHJiYNfpJIsWOgsHy8aj30YQJSm1dCh8xbfyjPUnwmsvwduMqaja0lYFop+Ek9MD6/czrLu3rxouFubrHlQBc2teTNGfWa0skdoQYT65FPcW0nbgJ3soNgLalrEzQdvImRDuVBV/t9UTBDst96dVeLGfk5qyk7brQarOQ2wp/JZp6kgtqV/grLZ8LAGUDEjEoqEhYvMaaQ8ZxFIhDElad+5IgEkAZSzUR22k2FHrRJxt6NkgSGgrzdAqEp9QWVFdh3i/4nQDNYGVD89A+vmr2MvJYyWBBRxWZEDxWUozYvsbEfHnK2EUlyCT5tXRRCV6PxCxiCOhPMRIACglE03ucMs5iqvIwKkfALDenOKFArEJuUy5kKFhjzdZmxyGtOArEIQmzEhPMf0yW8jCTG2iOhZk+k+bY4O7TSqnd3x7C8vJSXeMlD6W4XxPGq11oAj4PKNXnhPgoZZY891Ga9Pgs5eH1uHCSY5456ZaEMtmVHuTJc5BJDFFO9mCxz4MVN16QGNdTvoVdCNHQjhYYLOhoXHS7OLk5XS6lYL3IQq3Wn2rY24DmnmalneyMWvG6VALRfbY3Ow5pxfGBOCSRcotam1RwTglauVXdJAKAGhZ1SmliKTa2T23vjSQlFHo4C7RHptyTiosQnW9kTJStNMdE5ZTb5xrDfwFFeexbPk+3WEqC7WhVmBFVJm1N1ErGIgt0TXcPth49joMfH8HWo8dR080u0sjEopYWIFBPyyGjOCcQh6RIl6/m34qnui9NuixTJSZq20O6WliA0gND27rUSqk1FAeYJpeG4gD+zSLqSIWV+a7Kuzj3q45rlXf+0oMNhYboI0rx+d4efGTyPIZKiJHPglgx4E4OQOC1qQWST5g+tw+90eRwW5+b7aBnojrBVT+G6gQHxHwY6jUmUVjZ3uw46HEUyGiH8U++1PUzdOdE8ezA5YnLMlliggIgBtMRIfpgVqvw12aG/wNQ6i/xFn8jZolvBZzHVysGq+Ycs2q82vnyyKMUfQwzWh6lSK70xR4v2lcCl7/dqMMgD5TqSskb0S66kRj7JKWVW/oe0uEEtyim6NTTOr04JqzRDuOf3B3rw0r/c6ZJfDp4znJBJ/q64oDOdwEAEUKwrnhwx2wV/loRZWdqV3LkLOb0htmJb+E+5uOraE1AHRLb9tMhKaYuKyV8zomLIRlMaZJMcc6JGcJ1o9z+j5lpOS7/YdNoM+2iGzEENRjlRpMg0wyWhUZjTj2t04uwAiGEnE8IGRv/OZ8Q8jAhZAUhxMaZ1mG4QTn/zN5ws65zn6m9++Kv2ZMbaHLzTw8qC6qrsPqWqVylVtsWgttQTNEty7i/TawWlsdF8IeCQubp4Q+FBbrHZyFid6cwd+xu3teIsZ1VWGnoI76ypQ1jO8frnn+xz4Nct4QH1u9PzoJnRHENzoCNcdG1SqoU8j3wStkIlrgRwepzAUA5ZT96IVAfUL47eSRpw44J63cAFgE4AeDHACYD6APwcwBfSf/UHLLBCZShAskVaxW5IGfNAnb/CjBmP5w1S+h2j+xBhFFA0GMoIGhVN4llBhOGAl1EBst73BGPJlMff1JdkLnAHg+FkW/yopm1k1V39Dvcv0Zpbw9u7tU7mz+f8xsEqldjQXWVZeSRRCSlN7sBwtkvughJWnQJ9QAk+T0h1JN4rix08jR1FLTC9HORqh/GwRQ7JqyJlNJDRPmvvAXAQgC3AZifkZk5ZIXVAwvRS3N0sl6ag9UDC8UHeW0lklP2ZOFMdB/6heRmtacaeGawEr7jWHetjQYbPPu6IueHL5mZVdQdfQnpZnZnLNJ4QKx2/wtLqpmmuKtyzmeae/7voouSFmCfMfrJIDd/DeIMh46CZn4Yh5Sxo0D6CCEFAC4FcIRSegpAP8DpA+owIthdeA3qIvfimFwGmRIck8tQF7kXuwuvER+k4xhz0RO1dXdy/AZauZXNPR0VaEW5ako5Uz6x1IvCGDskuTAWMz09qTv3oN+H+rISNHncoIQksvJf8fuSruWNUf2P3cy/z29/B6tvmaorqJjnYS8B4RjLZT8oXzx/clJBSo+LoSSnLQIeeN5oSn8AACAASURBVBeoDynfs73rz4IfZjRjR4H8N4BtAJ4G8FRcNgPAx2mek0MWWTx/Ml51fV7XROlV1+dtOSGD5eOZi16wXMzW7eW0ZNXKRfJAWNgwYgmP8fqHySY/AHjjcBuWtLYzfTFLWttNK9eqO3d+VeGSpGt5Y6zxykxfzhqvMq9+Ta5Ke28ED6zfj4mGU12Fn22L08mNb1sauiSmnSz4YUYzwgqEUvoAgB8A+Cal9KdxsQzggUxMzCE7CDkhLWgoDjAXvbWFhULlzlnZ30Y5L49DladeBF18DN4JgFKgpqcXt3Z1Q6IUoBQSpbi1qxs1Pb2mTnY1mugE9yQ1+PryTkCq3KwvO0sRq89Pe6qrnVGLPJfeuKAtQ7J2y6Eks18knnA5rBBIRnQYOrbyQCilWwkhEwghsyiluyil7LOyw4hiKE19tDkA+VM6mNv3U7EudMcX21RLTLg4tacIlDwMcY8/H16OhPGp8XIPAMUE9ZyhsdVzBfmY3jeA4238fBT1NVl2gHOBZmK8E1BCzgseIMQywU491e2sMy9DMmIS+ASSER2GjrACIYScBSUSazqUj3M+IeQ2ANdSSu/N0PwchiHGKCA5EoCUkxwua8x85tXTkmDeQwNg154CkPCHFKRBgYieQBbPn4zvcKrxPlJahqjhABCVJDxSWoZxskhym1onlz+LVBZvM+VnHKfmnBpu3aoRlcBnkYzoMHTs+EB+DiAIoACAGt/3KgAb3laHYYnNOHmjGaS/ZT4kWW96kWQX+luSA/RYi9xtnV3MqKHbOgcduWYhsOmAlyTIYkF1FYp97M5+vZxhelzmSYSqUhbBygcS4ESUFcYorppSbvlcE+ObfC6cBD4HwJ4CuRTAGkqpjPh2iFLaAaDI6kZCyJOEkJOEkHc5f7+SENJBCNkf/3IMlNliCE17jErg+u4erGhp1SW/rWhpxfWMwnmsxa+6fyDpgyjF5SpmmeCp4iIEt15sz6y24sYLmAsozxNPiLnpTlXKhZwcwCKN3Grxnt/VzVTI87u78dyeRtx6cVVCIRunmxjH4nORDt+Zw8jHjgI5AeA8rYAQcj6AIwL3PgXgWotr/kIpnR7/coK0s8UQ4uSNSuB77g3IJfqSIbkkmtS9jrdDXVccYPbQ0JYyYS1Y2lNADsfElUOppeKJUYrn9lj3M9fCW0CHiqqUq05UJ1UF9lCKJed8wfKx1cV7ez67leyffX6EIzG8/mELdtbNxSdravDo7dPZ47y2EsEcog/NziG6z4W2q6NodV6HMws7TvQfA3iZELIagJsQ8kUADwFYY3UjpXQ7IWTikGbokFmGECe/eP5knQ9kX34vVpaVJHUUXE7bUSV7LRv9NHMij3hylbL8HLTHq9Eu6OrGhsKCpCq4X+jqxoW3TOX6LFTCkRgKTK9IhhV88G/7ZYQZUVBeWcbsNdu4r4XqU3ir4w5cCqC1fC9a3ATlUYoHz7sFNVc+YvnYKs0u9jFI7VWiPUHyxglG21DPeE9xqs20S2QSTk/zMxphBUIpfZIQ0grgnwEcBfBVAMsopZvTNJfLCCEHABwH8K+U0vdYFxFC7gNwHwCcddZZaXroUYxA0x4jxrasDdzchQB23pvc7c6IWRVcFVb5Di0vF7B33S8V5OOX6/dzo7i0FMVkdDCUVhGnMi0Ls1ySRpOINK1SfqvjDqDjDng9LvzLLVNRY3Nnz2slK8eDGkQc3Q2lJegzJHj2SRIaSkvEFYhTRuSMx1Y1XkrpC5TS6ymlF1BKr02j8tgL4GxK6UUAHgfAHZdS+gSldCaldGZ5OTse3sEGVy8HXPpSJnDlWMbJa80XZl34RKhtDyHPkHyXZ+gHYtV61iyXhIIfxaVlykA/03fwmQF2qRUtapkVkZwWILnwoNYslTt2MwqmPAT3eYux4p3rsWrXKsvH11I7oxYeoleERCbob5kv7OjmnWJ4ciZOGZEzHtMTCCHkHpFBKKVPpjIJSmmn5udXCCH/SQgpi5dLccg0jEXTDiInCDNqenqxLzcHGwsLIEPZ1dwcT75TSVd+Ae8kIhHgTa+XeYrZ5TXfsWtPRwUV4jnxxue0oLoK7/b/CusP7UrIZCpj/aH1AICls5aaziPBkV2gsajypOK4EMMVeR/hpuu+JuSr4J1iKvyVYnMAnDIiowCrLeJXBL7uTHUShJCKeJFGEEIujc+rNdVxHQR4bSUgG6quyhFbu8Tafhf7BNEvFjUV9Pvwgpp8RwhkQvBCQb5STytOuvILZEpx56xk06fitzYJoTLB6nTEg/WcNhxiR7/x5CraQpM/+fvziBrMT1FJwrHA28KO7tqyz8JtcOa7ZYrass8K3Q/AKSMyCjA9gVBKr0rHgxBCfgfgSgBlhJBjAFYA8MQf42dQqvp+kxASBRAGcAc1Nrh2yAyc3aDccQwv7msU63v9ueXAq99FQ1E+mt0uVERjqO3oRs01/zdxjVn3Ol4plIbiQMLebnTcp8Jvd/ECBzlJfJSieuVWhHojTAe4/iRhnQgI8CPSKCedkScHkv1DLW6O+cmOwfq9TSB+vYgQRQ6DQ59Llsq5O5w+rExYRF3ICeG3l4vnhnChlH7R4u8/BfBTs2scMgTHiX5cLrVVeuTa7l7UdCUskYiRwY8WywH+4Ib9eGDDflAKFEyxrqRrdNyPC3hx1ZRyvP5hiy3z1lB3JWq0F8sBLpLdDShNoHhKKBWMJ6DyKMVJT7ISqZAF2tDGaciNIUL0y0OEEDTkRsWd6E4ZkTMeqyisDgCF8Z+jGPz/U8sGqd8zk+HlkHkYu8RemoN/jy5CWGaXHjHS+/vl8FF9HoiLRtH+0lLc8EoZc3G10X4jgVno6tSnvm9/QAMuShFjmKtchsOwsSSL6OnIl+PGvuXzzCch5wDSAFvOwahA3d0TgcA/kkKap+RNNW1EpWWoodVGgvl+NEwYh+YSSamnle+3FwbsMKyxUiAXaH6elMmJOFgjunu0xbRFwJFdiL79K7ggIwYJG2NX4EV5DgAx53VeuAmrSgI6J/jCzi481HoCjf2ZK66nL+iY+nh3nvTi6bF9SQvvnSe9ScdjYy4FoJwEOk0CedV7zN7HvqYvILdyva6dPJUV+WaOSdF4Ajrm74TECAb4U7iRWxLfOG5FTgBNkY6kx6rIEWvQBQDBw0HUv1GPvpjSR72ppwn1b9QDALfGlsPIwtQqSinV2jZCAO4C8CiA/zJ8OWQYq4ZKQ+bgBuDAf8NNZBACuImMha7tuEnaAUDMeb2qJID1hQU6J/j6wgKsKhVbbHgfQrMPp/H1SAenvN3CcuProoY1yzK7RpYsezAu4LV8HwO+HCQf6JXfee+3sbQJ8bD7wMuudqactUmoHXcVOzBinLhbtGFvQ0J5qPTF+tCwt0F4DIfhjR232kYojvBtANYbvhwyjFVDpSHDiNX3kQF8z71BOGdgozEDHAAIUeQCTBoYYIYSTxpgmHLiDDXyyYxXCt3M5/FKof6gbva6EMJ2BxIiY/H8yZbvY+6YLSCS/u9EiiG3fIvuOm3U1dothxL1rQj4vc95ctYmoWbfJtSfatPVN6s/1YaafZuYY7Bo6mm2JWdis9CnQ3axU8pkFoAySin/v9ohY2Ss/wIrCx1AlXQKq2/OTHG8HBfBQGxQYRzOyWEu3Idz9HZ/relnKKcOn0dCb4Qf7yFSzr3KynRIOEqNKC1tH+CUVFHfx84Iu9eHeqo4HgozgxKe29OYqGM19ek6zhxkeD0unQLjKsOOY6gB1eXiKIh/3kg0AOpOPvWQqKAZzMlkH/bYOYHsAJAGS7PDULAq4T1kCNspSogr7cqDALhz1llwGUJ2RRbudJisKAi3DPvgDNlyr8eFx26fnnLRQKv3kddKlmrKkFidYio5yX6V/krxCrppyOEIn5gHajDpUdmD8AmLQAIVJ5N92GNHgdwN4ElCyH8QQpZrvzI0NwcNQ+2/oDV1MNvKUs6OmSdnYFYJVzcklK55QzE9pcNkFY7EQClfTZgpsnSVKrd6H68YfwVzAtHuKYnrrE6jZu1ohSvopqEV7BjpcvQ13QJ5IABKAXkggL6mWzBGulxsACeTfdhjx4T1QwATAHyCwdBeYOih9Q42YOVBWEVhsUwdSWGbRRM4xRQnCM9NtJNfVcA7ZJOb2X02qjMhFI5w/0ZjPhC30WQDuOEXVh6USkw/CKXKXs3qfdx++A/JgxKgqPAAHrqyHguqq7B2yyHTboBqhBOvHa0QacjhUMKbB9DzUXVC5vW4sPgWwaZTQyj06ZBd7CiQOwB8mlKaXCDHISvY7V1uZupIjHP1cgT/uBgNhb7BLPLOXtTY2GlGOKU+tHJ198xa/Mx6kat+D56Sqgp4sbNuLqY99X2hfuYuQlBRlMdcgKOd0+Ap3mWM4kVfO7/PhzEkl4zJA5CshCQ6eCIwLcU+EGKWTulz9ZrmnRhPo2btaIVJsRXsUDY9OpxM9mGPHRPWYQy2snUYAYg43oP5ftSXFqHJ4wYlROn7UFqEYL6fea9djLZ2lgnH7ASj+j1YaBdN0VNQjFKu2c9deJDly4er8CDzelZILqRk5QEAcHHkBngFKLXykdQNcIFrJ3bm3o+P876Mnbn3Y4Frp/jN0xYBN66Ln4aJ8v3GdY4DfRhh5wTyGwAvEkIeh9KdMAGldFtaZ+WQFnglNrSO3Iad9egzLLN9oGjYWZ+WZK+P1yhjqL6Y46Ewirwe5HmkRFmPbgCs2CgJ4Po9LKOhTFi75RC8HglhQ0QW4SzyPDnbL8M+T0n8SkA6attDukZOQHJpe8D+afS0kI4oqhRPQQ6Zxc4J5FsAKgH8G4Bfar5+kYF5OaQBEcd7c4y9u+fJh4Jxpx4KR9DdH0WR14PjoTAuCYeZeSCXhNlzIADDASxeRr0xFEZUpvBIYt4TXjFe9gmPfRaSzcvFJajp7cPNXd2QKAUohUSpUtq+t8/65uGGE0V1xmOnI6FTymSEIWKDLuR04Su00YWvktMPpDJudmHt1CMxmnBof5iTy8wD+TAnl/l4dkKXeaatSIyi2OcBpeaOdTNYJzwaCYDkJGeC80JrjQQvuBYvdB1M9IiXAbxQkI/qcZePvBpSThTVGY8dE5bDCMTK1MHbXVu0wNDxfzoH8HCxhKjG7OKWZdzb3ofN+xotI686XOyDMEtOoJysjM5rsNMnTFEr7GrHtgPLmR3tnpLkiAc44bkMGtDKLm2P1pGnQJwoqjMeR4GMckIudiJhSHIlfBZm0TOb9zWCRvtBiP5UQAiBh0bwwPr9aY3zpgDqX3wPXf1RxOIlfRtDYeRX2FcARgiloAzNKXFKB2tPeI2hMAgAd/6HTOW7/dh2oTk0c8p88ORcDm5IvYx6qmM4UVRnPI4CcWCSiCqCednvtVsOwV9WkBTKGyEE/6+kALRN5NHE/RfA0E1OQ50GNdFM2hPe5n2NWHaAXciwqbsJk+qClqGsea48hBn+J2NioCnpcF6nywEOOP1AzmDsONEdhiHBw0HMe3Yepj09DfOenYfg4WBGHodXuPF4KKxr/KSFJy/2eXQObNEQXDPMVBCJP6bXY/5xT3UeC6qrUJnP9nXIkYBQFWVj9VorOZN0OK/T5QCftgh44F2gPqR8d5THGYWjQEYwar+Fpp4mUNBEv4V0KBHWgszyZYyL5yKIjgEojZVuv3QCXPFTi9n9Aa9Z7Sot/OWfQvF39JkUUrTCtByMBlYZESp70N8yP/G7WRXlobS0TSIdzmvHAe4ggKNARjBp6bfAbT2fLGdFPy2eP9n2zl2tHhtLPDZ/BDvOfCtS8cWI9mGpOacG9ZfXo9JfCQKSqP8U7azWXccLLODli4jmkQBISyHEtIzhcMbjKJARTFr6LQjCK9w41GS2cCQGkTQMY6RUpvC4xDWVVR+WmnNqsPW2rTj41YMItD6cpDwAfijywk8vtCVnkoZCiGkZw+GMx1EgIxheXwXhfgsw7waYjlIZVSY5G0Ppi66FmPxm56pinwdrb7vI1mOLFoW0W0V56ayluH3y7YkTh0Qk3D75diydtVR8cukoAeKUEXEQwInCGsGET8xDbuXzINLgLp3KHvRZ9FvQ5lDcM64LG4wdBSnFbZ1dWFY3N+U57qybi9lrtnHrWVkR8HqYUVcEwKO3T9cUZ6Rgq4dBLeVxEdx+yQS8/mELMzx5xQF+SRUjZsmMwcNBXSXcO676Cra+VSVcUHDprKX2FAaLdJQAccqIOFjgKJARzBjpcpxoAnLLt4B4QqCRAPpb5oN2zcCkuiAC8UzrjnAksXAB0CW/LW0NgUBpSytDWSwXdnbhB63scFS7qMqDV3HXivqbLsDijQcQMRxXLj+3hFvWnAsFZp5dglULpiaU6APr92PtlkNYPH9yIvvbiGxQTGYniODhIOp3LEMfVZReU08TXu59FPWLHklLbbGRhlGZ2i4r7zCscRTICIbVb0FBWWy1/oPGUJiZ1EcBLG0LYWmbXmHISD0xT31c9XH4SoRvflpQXYXd/2jDM7uO6O7d+ZFQgomOiEwTvgtWn5TCyYXojXUm3edzF6Iw3svE6gTRsGt1Qnmo9NEIGnatHnULpxolqAZ6qFGCAEbda3Gm4iiQEYyx1pVEiCayKRm7JwCRxDc7DOUEUr1yq5Aj/dyBAXxk7K1OKc4dGIC2C/nxUJjbJ8U9EAUYqSseF8EOQXMer59H80B6TnQjCbMoQUeBnBk4CuT/b+/8o6SqrwT/uVVdDd0tdAMSaFtQ0YxuXAiNrGHzaxMzg8aOSnSUuJOdOGbGk5Px2M45Q047IQZ/nA2ZnIlLZudMxsSMSSZrUJIQXJyV/HA3u5zBBOWHkpgIGH8gIAoN0t1AVdfdP96r5tWr96peVVe9qqLv55w+XfV93/ferW+//t763vu99zY53kjoCwbKj/8QYGNHO2umdZ0uKHVkkKuPD+dtW83dqzaE+y+i7sI6lGwJTMh4KJn/iJ9TpCqiJoYDpTh2qnBVEsbskMSSYXU+ysWfA6xayr0WVC0ti9Gw2C6sM4hystTm2NjRzudnzsgrKPX5mTPY2NE+1ids22quxkc5OBHhwRHq4+FYSEJGb3vOdxE2TonRaYHtszuiZ2rsP5lkcjbfFT85m6X/5Pg/c1ABq7CYlLgyFBQjbNzKGU+jsYlFgYjIt0TkDRF5PuS4iMjXRGS3iOwUkUVxyHWmEbRltBT3zZzOqO+b+6gI982cntfm/9buncyi0pZK8sVrLs2rplcqvUg1iFIVsS2V5IYL/qIginxycjL9i/oj36vvA3dz3dCJ/HoeQyfo+8D44yeKlSj2UssMBeUQFJVf7ngajU1cJqyHgf8OfCfk+EeBd7o/7wH+0f1tlIHfJ9LlqXfhd2C3pZJ86fr5fGFHsAN72KdUct/acyaUqIqjJ8T57DW7zH/4cyFnR3Pj93S1kVEtkBmgXZXnVufb24vVSVm8d/q4dg1tPKuDH0/tJOs60rPAj6d20ntWx7jTsUcpUQyN43vI3ct2YZ25xKJAVPUXInJ+kS7XAd9RVQW2iEiXiHSr6v445DuTCKv/4bedf/iSmc431wjWhJzpZ/22fYFbam86FhxLctOxt5kfyUZfOoYjjFx1wvc/pIHr6VSRVOy18B2seXZN8C6sKkzeUUoUQ2P5Hvrm9ZnCOINpFCd6D+CtPPOa21agQETkNuA2gLlz58Yi3JmAP+14bhvrlCIKRCDv2/nCezYVKA8oHkvyrnE64EWKpOvi9ORZrChV1N1k1dh2WsvJO6iAVVBMyuyO2ewfKvzuZb4Ho9o0igKJjKo+CDwIsHjx4mrWKmpKouzKWbn+OR55+lVGVUmK0NoijETITPuSz/RTSR2OnI2+2MTdlc0GFrbqyma576aFBZNmDu/kGRZjkmsP203mHb8p7/wy2jI+00/npE4GTxZu2e2c1Bnp/GJEKVEMju/BqwjBfA9GbWgUBbIPmON5f67bZhTBu5KA4Ely5frn+Jctr4ydM6rKSLq6evf+GV15JqwssHbqFGdCf92R632rfx66ArhoaAZbpxwpMIFdNDSjoOpf0o116fFNnlEyAvuVmX/8sskjgYa0clYPGrJcCmsvlyimN/M9GHHRKApkA3C7iHwfx3l+1PwfpSm2Kyc3yfyPp18JOrUiprWnAuMyCvwfACJO++vO21wk/J1rtxdM/r+cDImA83/pbuCppr/C63D2j5+mu5DWwtXD1NTMyNcPixkpJ5akGpjvwYiDuLbxPgL8G3CxiLwmIp8Wkc+IyGfcLk8Ae4HdwDeAz8YhV7MTZVfOeDPeeulbEFxtLyo5UfYNjrBi3Y6x+IVEKjhKO6w9iM7RYJOcv93rcPaP38lDV6LZ/AJWmk1x8o0riYrFPhgTiVgUiKrerKrdqppS1XNV9SFV/bqqft09rqr6l6p6oarOV9WtccjV7IQFxHW2pcYq6FWTp144VLVrpUeVex7fBUB3JhPYJ6w9iLsOH0F8AXySzTLw1pGx936Hs3/8Msd6ObH/erKnulBlrBjUmwcujSyHxT4YE4lGMWEZFRC0KyeVEIZOZSpyeJciag2MqOTMYXPTp5z66T4fyNz0qegXaz2LFhG8n7pFhGGZXLCbLEfQ+GWO9RYUgCpW08SP+R+MiYQpkCYiaMfVl66fn9c2fCpTtSp+fsd3WBzCeFh4zyb0vLZAH8qv2qJP3GtmziKdPprXlhbhmz09vLQiePL272rqbEsxdCpDevS03a9Y6vYwzP9gTBRMgTQJYTuubrgs37lczRKw/l1dK668mDvXbi9xVj49JZTO4EiaKSHHSm80Ps2BdLCTOqw9h99B30zJCg2j3lgyxSYhbMfV2l//mMEZX6TjkgEGZ3yR1NRtVb2vN9fSst4eutpSJc7IZ/PAFfy35QtJRSmAPg6q5bxOdW6n46LVTPl3d9Fx0WpSneUpTMOYSJgCaRKCvsW3TN3GpO51JFoHEYFE6yCTutcVKJGwqTspAhpy1NPu9X2suvbSgkSEqZAYh1z7st4evnJjeTXHc+Qy/l4wsJH3rf55YOZZcJzXqUS+ckslUmU5rxslCaFhNAumQBqIYpNl0DQ/adbjSCJ/VSKJUVpnPe4oBxwTUthO3qwqSMhRT3unZ9WxrLeHGy7rGbs+OOnKC/KNqOalNV/W2xPqjJ6aCV7VTM2kIqcvd26pRd+XolgSwljZ+Sg88O9hVZfze+ej8d7fMCJiCqRBKFXrITBNR3I48FqSHGZUdcwBHJYyfXLEVOpe//b6bfv4wTP78iofvp1MBjrB3/alJwlLN/+B4ZFABfTB4ZFI6cvBmfwzmr/tN6OZsib/hkhCuPNRePwOOPoqoM7vx+8wJWI0JKZAGoQwH8eda7eXXbTJe/5XnvwtJzPB7uiwdj+DHsd8kJxRWdbbk1cLJMez7RKogJ5pDzavBW0nrsbk3xBBgD+7l42twtJzz2HB+XNYeu45bGwV+Nm98clgGBExBdIgFIuxCNvF5I+aDmp/fXAkNBo9apR6sehthzAvS2H7st4eNg9cwUur+8ZMWvtbgotghbUHBVDOTkwK7BvWHkT/on5Skt8/JZNiDQLcmDnMqrOn51WIXHX2dDZmDscmg2FExRRIg1BJOVrRkB1RnvaCHFNlkkoKQyczY36ZrvbCe4bqoRK3Pn9G7jOHdBQJrBwYFJfRf/D14FKyB18vLoSH9NGFgZHo6aMLI19jvKyZMZ0Tifx/yxOJBGtmTA85wzDqhymQBiFqOdqc+aenqw1pCfeB5BgdRxbYae0pcCsa5vwyx09kSCWjKSUpokFWrn+OzXtKf6v2mry8ZWn99B0/zqo3D9OdziCqdKczrHrzMH3Hj0eSFRzz3PCRdzO0Z4DjL6xmaM8Aw0feHehzqRUHQsY2rN0w6okFEjYI/rTlYWweuGLs9fyHJWQXlYylPR8Px0YyBddIZ5W2VIJs9rRyCpvatEhFwUeefjWvZ+BVVKNn4pUkfUPD9A0NF7RHJWrJ2Foyu6M7pBjU+BJZGkYtsBVIA5HzD0QlfIJWZ4vuOAlTQCPprO9YyL1UQ7fces9vD7lPWHsgl91SXnsA53S10TJ1Gx0XruasSwbouHA1LVO3VWRerBRLxmg0E7YCqQHjTYcRtnrwxl6ETcxwuhRttfNWVUJQFUDI/4wjIX6asPZAPvZV5/czD4OOOiuPy2453R6BpZfv47GXf4gknF1n0jrI5O4fsvS886LLMU4sGaPRTJgCqTJRqgSW4ub3zMmrIuhtz3HP47sgrCS8BGearQdhJW29n3FqVjkaYOPvLLeYyce+WpbC8LP58HfHlEcOSaTZfPi7wH+p+LrlYskYjWbBTFhVpliVwKjcv2w+n1wyd2zFkRThk0vmcv+y+YCjpIomTdTTMRdhQYRxEuRDyPuMNS4DG5WGCCQ0jCbCViBVplqO2PuXzR9TGH5WPFY8wZ8CFwxs5JyuNr50/QK2vnyYR55+ddxO9UoJ8yHkPuOChz8XePxYMl7lN7tjdogD26oJGkYQ9f96eoYRNllW0xGbdsMdigUSetOhLD5vOnu+dHVZhZGKkUoKXW2p09uJQ/oJ0eppzG7tKqu9VpgD2zDKwxRIlQmK56ikKFEYec7zCIGEXvPZeLajdrQmxxTGV/743Wz/4lJeWt3H5oEriuwFIzRuw0v/kruYLPmfZbKk6F9yV8XyVkLfvD5WvXcV3R3dCEJ3Rzer3rvK/BGGEYKZsKqMv8pdtYsSeX0pxZIpeskpjvHszBo+NcoDyxcGfo7uzCj7U4WPUndmNNLnbqSdR+bANozomAKpAVGD3zbu3Vj2pOldRWi6C2kdLOij6XzTT858Np6dWQqBu6kA+k8m+UKLkvZsu02p0n8yehCfTdyG0XyYCatOVFq8yOtLyZ6aEZQFneypGXlt589oG4tNGUmP5tUKKYdQE9is+cG1OGYFbwIwDOPMwBRIDSlWIKpU8aKwoPEvtAAAD9JJREFUc70+lmTHnqAs6CQ79uS1/dvew2O1RsCJAk8lhOFT+fUzShG2EWDNsefI+BIAZhIJ1hx7LvK1N+7dyNJ1S1nw7QUsXbfUqgAaRhNgJqwaUSqgcH9IbMH+oQOs37aPFY/tIO0G0u0bHGHFYzvGzgW4c230Wt1ZpcBslc4qR4bTTImYir3YRoADIV9Dwtr95FZjOYWaW40BZtYyjAbGViA1olRAoWSCt6hKpotVG3aNKY8c6ayyasMuIHpEezTC91BFyYILMDukLlVYu5+GKSVrGEZZ2AqkRpQKKBw5uJRJ3Y8hidOzrGYTnDi4lPRIcJT54Eia9dv2say3h2ntKYrEouchFKnZUYSoiR37532cVS/9iBMJb510pX/exyOdbxHghtGcmAKpEWFbZnN+hK72VkYKzEdCV3srh46FX/euHz7H1pcPh2X/CKTW8ed9H7oPgDV7f8SBhLPy6J/38bH2UlgEuGE0J7GZsETkKhH5rYjsFpGBgOO3iMghEdnu/vx5XLLVglIBhZPe8SSSyDdxSWKUSe940inkFMJIepTvbXmFwZBVSrkks8HfIdqT0UvBgqNENt36PDtveZ5Ntz4fWXmARYAbRrMSywpERJLAPwB/BLwG/EpENqjqr31d16rq7XHIVGtKBRQeTR8KPO9o+hD3XXMpK9btID0akmSwinJmEqOBbvThbL6CGm+K+mI0UiChYRjRicuEdTmwW1X3AojI94HrAL8COaMoFlAomS605Uhge+6cv1q7vSJlUU7x07BgRK+Tvxop6kthgYSG0XzEZcLqAbw1TF9z2/zcICI7RWSdiMwJON7UeGM7hg8uLUiGqNkUwweXAs7E3FXElFWKKPXVAU4euhLN5vfVbJIRVw6oTop6wzDOPBppG+/jwPmqugD4CfDtoE4icpuIbBWRrYcOBZuBGpHct/h9gyMokDnWy4n915M91eVGj3dxYv/16NuLxs4ZLFbzowgK3HBZTxkrEf86R+lqbx17FyVFvQUCGsbEIy4T1j7Au6I4120bQ1Xf8rz9JvC3QRdS1QeBBwEWL15cnwIXFRD0LT5zrJfMsV5fz9MfqdLkhwI89cKhkuavVFJcZ35+wIYkskx6x5PA54rKkdtRZoGAhjExiWsF8ivgnSJygYi0Ap8ANng7iEi35+21wG9iki0WoqZS9+anCtrJlUoISTfeQjX4z5eQlkj3S48q0lLo/wA4euqNsTQqH75kZtEdZRYIaBgTk1gUiKpmgNuBJ3EUw6OquktE7hWRa91ud4jILhHZAdwB3BKHbHERtaDUhy+ZOfY6V5bWGxG+/PI5Y380CfnzJUQi32/KaHC4+JTR7FhRqh88s48bLusJjUy3QEDDmJjEFkioqk8AT/ja7va8vguIt4JQjERNpf7UC/l+Hf9Orvet/vnpNCcSnAwxk01Hvl9Sgg1d3vaR9ChPvXAoNDLdAgENY2LSSE70Mxr/aiKMUqanKKYpDbhfV1uKVLIwQeJgIvgR8LcXu68FAhrGxMRSmcSIdzWx8J5NgdHkClx41xPc/J453L9sfkEAX2dbKnIUun/1EhQM+IWd0bLxFjOJ9c3rg1e25KcyOe8qc6AbxhmOKZA64a/j4WVUlX/Z8gpP732L3W8Mje2m2jc4QioppBJSkK0379oh7UGBjV/YGdzXe/WSNd13Pkrf5m/Ql/asUvZ/A6bPhwU3hZ9nGEZTYyasOhElxuNFj/LIkR5VzprcQk9XG5qeEliRcErL9MhyJCT4ERASkVK5A/CzeyHtM3GlR5x2wzDOWEyB1Imou6SCGBxOs3ngChKtbwdWJHx79HDka934BzcGti+/5EZeWt3H5oErSqcrOfpaee2GYZwRmAKpE0ExHlEZj/Lxs3LJSpZfvHxsJZKQBMsvXs7KJSujX6Tz3PLaDcM4IzAfSJ3wZustJ9pcoLg/ogJWLllZnsLw85G74fE78s1YqTan3TCMMxZbgdSRZb09bB64gt+v7uOTS+aSdO1RSRHed+H0wBVKe6unLbwabbwsuAmu+Rp0zgHE+X3N18yBbhhnOLYCaRDuXzaf+5fNz2tbv20fqzbsytu2O3RqdCyVena0nUTLcMG1sqPttRU2iAU3mcIwjAmGrUAamGW9PXRMKtTxuVTqrSd6A3dhtZ7wJ2g0DMOoPrYCCaGWFfjKoVgq9Z65L3LUtxtYBDqmvRiDZIZhTHRMgQQQVIHvr9ZuZ+vLhwvMTLn+tVI2xVKpH02/EXhOWLthGEY1MRNWAEG1OxT43pZXWL8tr4xJQaGoXLlXf79KCdruWzIy3DAMIwZMgQQQZjZSKCjjWutyr0Ep3UtGhhuGYcSAmbACKFYJ0K9copR7HS9BOawMwzDqja1AAlhx5cWhCQn9UeBhUeHVjBY3DMNoREyBBLCst4c/WTK3QIkE+R7MR2EYxkTFFEgI9y+bzwPLF5b0PdTTR5GSVFnthmEY1cR8IEWI6nuol4+io7WDwZODge2GYRi1xlYgTczRk0fLajcMw6gmpkCamNkds8tqNwzDqCamQJqY/kX9TE5OzmubnJxM/6L+OklkGMZEwnwgTUzfvD4A1jy7hgNDB5jdMZv+Rf1j7YZhGLXEFEiT0zevzxSGYRh1wUxYhmEYRkWYAjEMwzAqwhSIYRiGURGmQAzDMIyKiE2BiMhVIvJbEdktIgMBxyeJyFr3+NMicn5cshmGYRjlE4sCEZEk8A/AR4F3ATeLyLt83T4NHFHVi4AHgC/HIZthGIZRGXGtQC4HdqvqXlU9BXwfuM7X5zrg2+7rdcBHRCQsq7phGIZRZ+KKA+kBXvW8fw14T1gfVc2IyFFgBvCmt5OI3Abc5r49KSLP10Ti6nI2vs/RoJic1aUZ5GwGGcHkrDZVqTfRdIGEqvog8CCAiGxV1cV1FqkkJmd1MTmrRzPICCZntRGRrdW4TlwmrH3AHM/7c922wD4i0gJ0Am/FIp1hGIZRNnEpkF8B7xSRC0SkFfgEsMHXZwPwKff1HwM/V1WNST7DMAyjTGIxYbk+jduBJ4Ek8C1V3SUi9wJbVXUD8BDwXRHZDRzGUTKleLBmQlcXk7O6mJzVoxlkBJOz2lRFTrEv+YZhGEYlWCS6YRiGURGmQAzDMIyKaAoF0gxpUERkjog8JSK/FpFdIlJQFlBEPiQiR0Vku/tzd9xyunL8XkSec2Uo2M4nDl9zx3OniCyqg4wXe8Zpu4gcE5E7fX3qMp4i8i0RecMbgyQi00XkJyLyovt7Wsi5n3L7vCginwrqU0MZvyIiL7h/0x+JSFfIuUWfjxjkXCUi+zx/16tDzi06L8Qg51qPjL8Xke0h58Y5noHzUM2eT1Vt6B8cp/seYB7QCuwA3uXr81ng6+7rTwBr6yBnN7DIfT0F+F2AnB8C/mcDjOnvgbOLHL8a+FdAgCXA0w3wDBwAzmuE8QQ+CCwCnve0/S0w4L4eAL4ccN50YK/7e5r7elqMMi4FWtzXXw6SMcrzEYOcq4C/jvBMFJ0Xai2n7/jfAXc3wHgGzkO1ej6bYQXSFGlQVHW/qj7rvn4b+A1OdH0zch3wHXXYAnSJSHcd5fkIsEdVX66jDGOo6i9wdgp68T6D3waWBZx6JfATVT2sqkeAnwBXxSWjqm5S1Yz7dgtOPFZdCRnLKESZF6pGMTndueYm4JFa3T8qReahmjyfzaBAgtKg+CfmvDQoQC4NSl1wTWi9wNMBh/+jiOwQkX8VkUtjFew0CmwSkWfESQ3jJ8qYx8knCP/nbITxBJilqvvd1weAWQF9Gmlcb8VZZQZR6vmIg9tdU9u3QswtjTSWHwAOquqLIcfrMp6+eagmz2czKJCmQkTOAn4A3Kmqx3yHn8Uxw7wb+HtgfdzyubxfVRfhZEf+SxH5YJ3kKIk4gafXAo8FHG6U8cxDHXtAw+6PF5HPAxngeyFd6v18/CNwIbAQ2I9jHmpkbqb46iP28Sw2D1Xz+WwGBdI0aVBEJIXzR/ueqv7Qf1xVj6nqcff1E0BKRM6OWUxUdZ/7+w3gRzjmAC9RxjwuPgo8q6oH/QcaZTxdDubMfO7vNwL61H1cReQW4GPAn7gTSQERno+aoqoHVXVUVbPAN0LuX/exhLH55npgbVifuMczZB6qyfPZDAqkKdKguHbQh4DfqOpXQ/rMzvlmRORynPGPVdGJSIeITMm9xnGs+jMabwD+VByWAEc9y9+4Cf121wjj6cH7DH4K+HFAnyeBpSIyzTXLLHXbYkFErgI+B1yrqsMhfaI8HzXF52/7eMj9o8wLcfCHwAuq+lrQwbjHs8g8VJvnM46dAVXYWXA1zm6CPcDn3bZ7cf4RACbjmDh2A78E5tVBxvfjLAt3Atvdn6uBzwCfcfvcDuzC2TGyBXhvHeSc595/hytLbjy9cgpOAbA9wHPA4jr93TtwFEKnp63u44mj0PYDaRw78adxfG4/A14EfgpMd/suBr7pOfdW9zndDfxZzDLuxrFx557P3M7Fc4Anij0fMcv5Xfe524kz8XX75XTfF8wLccrptj+cex49fes5nmHzUE2eT0tlYhiGYVREM5iwDMMwjAbEFIhhGIZREaZADMMwjIowBWIYhmFUhCkQwzAMoyJMgRhGCURkrogcF5FkvWUxjEbCtvEaRoyIyCrgIlX9ZL1lMYzxYisQwzAMoyJMgRgTFrfQzwo36+uQiDwkIrPczL5vi8hP3bQO54uIunmPEJH/LSL3ichmt9+mXA4ucYpcvRZwnz90U4n8DbDcNYntcI93uvfeL04hpftz5jIRuUhE/o84hbPeFJHQnEuGETemQIyJzg3AHwF/AFyDk+L8b4CZOP8fd4Sc95+BPwPegVPQ6K9L3UhV/xfwX3EKnp2lThZhcNJhZICLcNJvLwX+3D12H7AJp8DPuThZhw2jITAFYkx0/l6d7K/7gP+LU31xm6qewMmc2hty3j+r6u9UdQR4FCf1eNmIyCycXEV3quqQOhlbH8BJDghO7qXzgHNU9YSq/r9K7mMYtcAUiDHR8aaJHwl4f1bIeQc8r4eL9CvFeUAK2C8igyIyCPwTzsoGnOy5AvxSnBrXt1Z4H8OoOi31FsAwzjCGgPbcG9eXMdNz3L/t8VXgJE7N7IzvGKp6APgL91rvB34qIr9Q1d3VFtwwysVWIIZRXX4HTBaRPrewz0pgkuf4QeB8EUmAU8Max8fxdyIyVUQSInKhiPwnABG5UURytcuP4CigbFwfxjCKYQrEMKqIqh4FPgt8E6ea2xBO/YgcudK8b4nIs+7rP8VxxP8aR0msA3JFlf4D8LSIHMepjdGvqntr+iEMIyIWSGgYhmFUhK1ADMMwjIowBWIYhmFUhCkQwzAMoyJMgRiGYRgVYQrEMAzDqAhTIIZhGEZFmAIxDMMwKsIUiGEYhlER/x91GZ4Rm14lnAAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot the trip distances (miles) vs. time (all three modes)\n",
    "\n",
    "bikeMinsArr = []\n",
    "uberMinsArr = []\n",
    "trainMinsArr = []\n",
    "\n",
    "bikeMinsDist = []\n",
    "uberMinsDist = []\n",
    "trainMinsDist = []\n",
    "\n",
    "\n",
    "def getMinimum(entry_mt):\n",
    "    bikeMins = entry_mt['bikeMins']\n",
    "    uberMins = entry_mt['uberMins']\n",
    "    trainMins = entry_mt['trainMins']\n",
    "    minNum = np.argmin([bikeMins,trainMins,uberMins])\n",
    "    if minNum == 0:\n",
    "        return (0,bikeMins)\n",
    "    if minNum == 1:\n",
    "        return (1,trainMins)\n",
    "    if minNum == 2:\n",
    "        return (2,uberMins)\n",
    "\n",
    "\n",
    "for idx_mt, entry_mt in mainTestOutputWithUberDF.iterrows():\n",
    "    minNum = getMinimum(entry_mt)[0]\n",
    "    minNumValue = getMinimum(entry_mt)[1]\n",
    "    if minNum == 0:\n",
    "        bikeMinsArr.append(minNumValue)\n",
    "        bikeMinsDist.append(entry_mt[\"uberTripDistance\"])\n",
    "    if minNum == 1:\n",
    "        uberMinsArr.append(minNumValue)\n",
    "        uberMinsDist.append(entry_mt[\"uberTripDistance\"])\n",
    "    if minNum == 2:\n",
    "        trainMinsArr.append(minNumValue)\n",
    "        trainMinsDist.append(entry_mt[\"uberTripDistance\"])\n",
    "\n",
    "    \n",
    "# print(bikeMinsDist)\n",
    "    \n",
    "plt.scatter(x = bikeMinsArr,y = bikeMinsDist)\n",
    "plt.scatter(x = uberMinsArr,y = uberMinsDist)\n",
    "plt.scatter(x = trainMinsArr,y = trainMinsDist)\n",
    "\n",
    "\n",
    "# plt.scatter(x = mainTestOutputWithUberDF['uberMins'],y = mainTestOutputWithUberDF['uberTripDistance'], alpha = 0.4)\n",
    "# plt.plot(x = mainTestOutputWithUberDF['trainMins'],y = mainTestOutputWithUberDF['uberTripDistance'], alpha = 0.4)\n",
    "# fig.suptitle('Travel Time per Mile', fontsize=20)\n",
    "plt.xlabel('minutes', fontsize=12)\n",
    "plt.ylabel('miles', fontsize=12)\n",
    "plt.legend([\"Bike\",\"Uber\",\"Train\"])\n",
    "# Remove outliers\n",
    "plt.xlim(0,20)#minutes\n",
    "plt.ylim(0,3) #miles\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [],
   "source": [
    "bikeGraph = nx.Graph()\n",
    "\n",
    "# Add in all the bike docking station nodes.\n",
    "for s_id, dockingStation in bikeDockingStations.iterrows():\n",
    "    \n",
    "     \n",
    "    # center of city lat,long\n",
    "    # originLatLong\n",
    "    #\n",
    "    # Can draw it to see!\n",
    "    #    coorDistance = math.sqrt((randLat1 - randLat2)**2 + ((randLong1 - randLong2)*(70/111))**2)*(68.9722)\n",
    "    \n",
    "    center = (51.510776, -0.115638) # Center of London\n",
    "\n",
    "    distToCenterMiles = math.sqrt((center[0] - dockingStation[\"station__lat\"])**2 \n",
    "                                + ((center[1] - dockingStation[\"station__long\"])*(70/111))**2)*(68.9722)\n",
    "    \n",
    "\n",
    "    bikeGraph.add_node(s_id, \n",
    "                        coordinates=(dockingStation[\"station__lat\"],\n",
    "                                     dockingStation[\"station__long\"]), \n",
    "                        distToCenter=distToCenterMiles,\n",
    "                        name=dockingStation['station__name'])\n",
    "\n",
    "\n",
    "        \n",
    "for t_id, trip in mainTestOutputWithUberDF.iterrows():\n",
    "    bikeGraph.add_edge(trip[\"oBike\"], \n",
    "                       trip[\"dBike\"], \n",
    "                       weight=trip['uberTripDistance'],\n",
    "                       bikeMins=trip['bikeMins'], \n",
    "                       trainMins=trip['trainMins'], \n",
    "                       uberMins=trip['uberMins'])\n",
    "    \n",
    "    \n",
    "    \n",
    "    \n",
    "#     startLocation = trip['oBike']\n",
    "#     endLocation = trip['dBike']\n",
    "#     bikeUberGraph.add_node(1, time='5pm')#     tubeGraph.add_edge(startLocation, endLocation)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "  <div class=\"bk-root\" id=\"8047fa9b-5cc1-4777-8770-9205d3a2ec5a\" data-root-id=\"1003\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "    \n",
       "  var docs_json = {\"1b0d133e-d0b7-4d21-921c-d19dce7590fa\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1012\",\"type\":\"LinearAxis\"}],\"left\":[{\"id\":\"1017\",\"type\":\"LinearAxis\"}],\"plot_height\":1000,\"plot_width\":1000,\"renderers\":[{\"id\":\"1012\",\"type\":\"LinearAxis\"},{\"id\":\"1016\",\"type\":\"Grid\"},{\"id\":\"1017\",\"type\":\"LinearAxis\"},{\"id\":\"1021\",\"type\":\"Grid\"},{\"id\":\"1030\",\"type\":\"BoxAnnotation\"},{\"id\":\"1040\",\"type\":\"GlyphRenderer\"},{\"id\":\"1045\",\"type\":\"GlyphRenderer\"},{\"id\":\"1050\",\"type\":\"GlyphRenderer\"},{\"id\":\"1055\",\"type\":\"GlyphRenderer\"},{\"id\":\"1060\",\"type\":\"GlyphRenderer\"},{\"id\":\"1065\",\"type\":\"GlyphRenderer\"},{\"id\":\"1070\",\"type\":\"GlyphRenderer\"},{\"id\":\"1075\",\"type\":\"GlyphRenderer\"},{\"id\":\"1080\",\"type\":\"GlyphRenderer\"},{\"id\":\"1085\",\"type\":\"GlyphRenderer\"},{\"id\":\"1090\",\"type\":\"GlyphRenderer\"},{\"id\":\"1095\",\"type\":\"GlyphRenderer\"},{\"id\":\"1100\",\"type\":\"GlyphRenderer\"},{\"id\":\"1105\",\"type\":\"GlyphRenderer\"},{\"id\":\"1110\",\"type\":\"GlyphRenderer\"},{\"id\":\"1115\",\"type\":\"GlyphRenderer\"},{\"id\":\"1120\",\"type\":\"GlyphRenderer\"},{\"id\":\"1125\",\"type\":\"GlyphRenderer\"},{\"id\":\"1130\",\"type\":\"GlyphRenderer\"},{\"id\":\"1135\",\"type\":\"GlyphRenderer\"},{\"id\":\"1140\",\"type\":\"GlyphRenderer\"},{\"id\":\"1145\",\"type\":\"GlyphRenderer\"},{\"id\":\"1150\",\"type\":\"GlyphRenderer\"},{\"id\":\"1155\",\"type\":\"GlyphRenderer\"},{\"id\":\"1160\",\"type\":\"GlyphRenderer\"},{\"id\":\"1165\",\"type\":\"GlyphRenderer\"},{\"id\":\"1170\",\"type\":\"GlyphRenderer\"},{\"id\":\"1175\",\"type\":\"GlyphRenderer\"},{\"id\":\"1180\",\"type\":\"GlyphRenderer\"},{\"id\":\"1185\",\"type\":\"GlyphRenderer\"},{\"id\":\"1190\",\"type\":\"GlyphRenderer\"},{\"id\":\"1195\",\"type\":\"GlyphRenderer\"},{\"id\":\"1200\",\"type\":\"GlyphRenderer\"},{\"id\":\"1205\",\"type\":\"GlyphRenderer\"},{\"id\":\"1210\",\"type\":\"GlyphRenderer\"},{\"id\":\"1215\",\"type\":\"GlyphRenderer\"},{\"id\":\"1220\",\"type\":\"GlyphRenderer\"},{\"id\":\"1225\",\"type\":\"GlyphRenderer\"},{\"id\":\"1230\",\"type\":\"GlyphRenderer\"},{\"id\":\"1235\",\"type\":\"GlyphRenderer\"},{\"id\":\"1240\",\"type\":\"GlyphRenderer\"},{\"id\":\"1245\",\"type\":\"GlyphRenderer\"},{\"id\":\"1250\",\"type\":\"GlyphRenderer\"},{\"id\":\"1255\",\"type\":\"GlyphRenderer\"},{\"id\":\"1260\",\"type\":\"GlyphRenderer\"},{\"id\":\"1265\",\"type\":\"GlyphRenderer\"},{\"id\":\"1270\",\"type\":\"GlyphRenderer\"},{\"id\":\"1275\",\"type\":\"GlyphRenderer\"},{\"id\":\"1280\",\"type\":\"GlyphRenderer\"},{\"id\":\"1285\",\"type\":\"GlyphRenderer\"},{\"id\":\"1290\",\"type\":\"GlyphRenderer\"},{\"id\":\"1295\",\"type\":\"GlyphRenderer\"},{\"id\":\"1300\",\"type\":\"GlyphRenderer\"},{\"id\":\"1305\",\"type\":\"GlyphRenderer\"},{\"id\":\"1310\",\"type\":\"GlyphRenderer\"},{\"id\":\"1315\",\"type\":\"GlyphRenderer\"},{\"id\":\"1320\",\"type\":\"GlyphRenderer\"},{\"id\":\"1325\",\"type\":\"GlyphRenderer\"},{\"id\":\"1330\",\"type\":\"GlyphRenderer\"},{\"id\":\"1335\",\"type\":\"GlyphRenderer\"},{\"id\":\"1340\",\"type\":\"GlyphRenderer\"},{\"id\":\"1345\",\"type\":\"GlyphRenderer\"},{\"id\":\"1350\",\"type\":\"GlyphRenderer\"},{\"id\":\"1355\",\"type\":\"GlyphRenderer\"},{\"id\":\"1360\",\"type\":\"GlyphRenderer\"},{\"id\":\"1365\",\"type\":\"GlyphRenderer\"},{\"id\":\"1370\",\"type\":\"GlyphRenderer\"},{\"id\":\"1375\",\"type\":\"GlyphRenderer\"},{\"id\":\"1380\",\"type\":\"GlyphRenderer\"},{\"id\":\"1385\",\"type\":\"GlyphRenderer\"},{\"id\":\"1390\",\"type\":\"GlyphRenderer\"},{\"id\":\"1395\",\"type\":\"GlyphRenderer\"},{\"id\":\"1400\",\"type\":\"GlyphRenderer\"},{\"id\":\"1405\",\"type\":\"GlyphRenderer\"},{\"id\":\"1410\",\"type\":\"GlyphRenderer\"},{\"id\":\"1415\",\"type\":\"GlyphRenderer\"},{\"id\":\"1420\",\"type\":\"GlyphRenderer\"},{\"id\":\"1425\",\"type\":\"GlyphRenderer\"},{\"id\":\"1430\",\"type\":\"GlyphRenderer\"},{\"id\":\"1435\",\"type\":\"GlyphRenderer\"},{\"id\":\"1440\",\"type\":\"GlyphRenderer\"},{\"id\":\"1445\",\"type\":\"GlyphRenderer\"},{\"id\":\"1450\",\"type\":\"GlyphRenderer\"},{\"id\":\"1455\",\"type\":\"GlyphRenderer\"},{\"id\":\"1460\",\"type\":\"GlyphRenderer\"},{\"id\":\"1465\",\"type\":\"GlyphRenderer\"},{\"id\":\"1470\",\"type\":\"GlyphRenderer\"},{\"id\":\"1475\",\"type\":\"GlyphRenderer\"},{\"id\":\"1480\",\"type\":\"GlyphRenderer\"},{\"id\":\"1485\",\"type\":\"GlyphRenderer\"},{\"id\":\"1490\",\"type\":\"GlyphRenderer\"},{\"id\":\"1495\",\"type\":\"GlyphRenderer\"},{\"id\":\"1500\",\"type\":\"GlyphRenderer\"},{\"id\":\"1505\",\"type\":\"GlyphRenderer\"},{\"id\":\"1510\",\"type\":\"GlyphRenderer\"},{\"id\":\"1515\",\"type\":\"GlyphRenderer\"},{\"id\":\"1520\",\"type\":\"GlyphRenderer\"},{\"id\":\"1525\",\"type\":\"GlyphRenderer\"},{\"id\":\"1530\",\"type\":\"GlyphRenderer\"},{\"id\":\"1535\",\"type\":\"GlyphRenderer\"},{\"id\":\"1540\",\"type\":\"GlyphRenderer\"},{\"id\":\"1545\",\"type\":\"GlyphRenderer\"},{\"id\":\"1550\",\"type\":\"GlyphRenderer\"},{\"id\":\"1555\",\"type\":\"GlyphRenderer\"},{\"id\":\"1560\",\"type\":\"GlyphRenderer\"},{\"id\":\"1565\",\"type\":\"GlyphRenderer\"},{\"id\":\"1570\",\"type\":\"GlyphRenderer\"},{\"id\":\"1575\",\"type\":\"GlyphRenderer\"},{\"id\":\"1580\",\"type\":\"GlyphRenderer\"},{\"id\":\"1585\",\"type\":\"GlyphRenderer\"},{\"id\":\"1590\",\"type\":\"GlyphRenderer\"},{\"id\":\"1595\",\"type\":\"GlyphRenderer\"},{\"id\":\"1600\",\"type\":\"GlyphRenderer\"},{\"id\":\"1605\",\"type\":\"GlyphRenderer\"},{\"id\":\"1610\",\"type\":\"GlyphRenderer\"},{\"id\":\"1615\",\"type\":\"GlyphRenderer\"},{\"id\":\"1620\",\"type\":\"GlyphRenderer\"},{\"id\":\"1625\",\"type\":\"GlyphRenderer\"},{\"id\":\"1630\",\"type\":\"GlyphRenderer\"},{\"id\":\"1635\",\"type\":\"GlyphRenderer\"},{\"id\":\"1640\",\"type\":\"GlyphRenderer\"},{\"id\":\"1645\",\"type\":\"GlyphRenderer\"},{\"id\":\"1650\",\"type\":\"GlyphRenderer\"},{\"id\":\"1655\",\"type\":\"GlyphRenderer\"},{\"id\":\"1660\",\"type\":\"GlyphRenderer\"},{\"id\":\"1665\",\"type\":\"GlyphRenderer\"},{\"id\":\"1670\",\"type\":\"GlyphRenderer\"},{\"id\":\"1675\",\"type\":\"GlyphRenderer\"},{\"id\":\"1680\",\"type\":\"GlyphRenderer\"},{\"id\":\"1685\",\"type\":\"GlyphRenderer\"},{\"id\":\"1690\",\"type\":\"GlyphRenderer\"},{\"id\":\"1695\",\"type\":\"GlyphRenderer\"},{\"id\":\"1700\",\"type\":\"GlyphRenderer\"},{\"id\":\"1705\",\"type\":\"GlyphRenderer\"},{\"id\":\"1710\",\"type\":\"GlyphRenderer\"},{\"id\":\"1715\",\"type\":\"GlyphRenderer\"},{\"id\":\"1720\",\"type\":\"GlyphRenderer\"},{\"id\":\"1725\",\"type\":\"GlyphRenderer\"},{\"id\":\"1730\",\"type\":\"GlyphRenderer\"},{\"id\":\"1735\",\"type\":\"GlyphRenderer\"},{\"id\":\"1740\",\"type\":\"GlyphRenderer\"},{\"id\":\"1745\",\"type\":\"GlyphRenderer\"},{\"id\":\"1750\",\"type\":\"GlyphRenderer\"},{\"id\":\"1755\",\"type\":\"GlyphRenderer\"},{\"id\":\"1760\",\"type\":\"GlyphRenderer\"},{\"id\":\"1765\",\"type\":\"GlyphRenderer\"},{\"id\":\"1770\",\"type\":\"GlyphRenderer\"},{\"id\":\"1775\",\"type\":\"GlyphRenderer\"},{\"id\":\"1780\",\"type\":\"GlyphRenderer\"},{\"id\":\"1785\",\"type\":\"GlyphRenderer\"},{\"id\":\"1790\",\"type\":\"GlyphRenderer\"},{\"id\":\"1795\",\"type\":\"GlyphRenderer\"},{\"id\":\"1800\",\"type\":\"GlyphRenderer\"},{\"id\":\"1805\",\"type\":\"GlyphRenderer\"},{\"id\":\"1810\",\"type\":\"GlyphRenderer\"},{\"id\":\"1815\",\"type\":\"GlyphRenderer\"},{\"id\":\"1820\",\"type\":\"GlyphRenderer\"},{\"id\":\"1825\",\"type\":\"GlyphRenderer\"},{\"id\":\"1830\",\"type\":\"GlyphRenderer\"},{\"id\":\"1835\",\"type\":\"GlyphRenderer\"},{\"id\":\"1840\",\"type\":\"GlyphRenderer\"},{\"id\":\"1845\",\"type\":\"GlyphRenderer\"},{\"id\":\"1850\",\"type\":\"GlyphRenderer\"},{\"id\":\"1855\",\"type\":\"GlyphRenderer\"},{\"id\":\"1860\",\"type\":\"GlyphRenderer\"},{\"id\":\"1865\",\"type\":\"GlyphRenderer\"},{\"id\":\"1870\",\"type\":\"GlyphRenderer\"},{\"id\":\"1875\",\"type\":\"GlyphRenderer\"},{\"id\":\"1880\",\"type\":\"GlyphRenderer\"},{\"id\":\"1885\",\"type\":\"GlyphRenderer\"},{\"id\":\"1890\",\"type\":\"GlyphRenderer\"},{\"id\":\"1895\",\"type\":\"GlyphRenderer\"},{\"id\":\"1900\",\"type\":\"GlyphRenderer\"},{\"id\":\"1905\",\"type\":\"GlyphRenderer\"},{\"id\":\"1910\",\"type\":\"GlyphRenderer\"},{\"id\":\"1915\",\"type\":\"GlyphRenderer\"},{\"id\":\"1920\",\"type\":\"GlyphRenderer\"},{\"id\":\"1925\",\"type\":\"GlyphRenderer\"},{\"id\":\"1930\",\"type\":\"GlyphRenderer\"},{\"id\":\"1935\",\"type\":\"GlyphRenderer\"},{\"id\":\"1940\",\"type\":\"GlyphRenderer\"},{\"id\":\"1945\",\"type\":\"GlyphRenderer\"},{\"id\":\"1950\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1953\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1028\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1004\",\"type\":\"Range1d\"},\"x_scale\":{\"id\":\"1008\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1006\",\"type\":\"Range1d\"},\"y_scale\":{\"id\":\"1010\",\"type\":\"LinearScale\"}},\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1668\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5334340768717958],\"y\":[1.5916465675830203]},\"selected\":{\"id\":\"2302\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2303\",\"type\":\"UnionRenderers\"}},\"id\":\"1897\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1669\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1898\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1667\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1668\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1669\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1671\",\"type\":\"CDSView\"}},\"id\":\"1670\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1899\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1897\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1898\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1899\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1901\",\"type\":\"CDSView\"}},\"id\":\"1900\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1667\",\"type\":\"ColumnDataSource\"}},\"id\":\"1671\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1897\",\"type\":\"ColumnDataSource\"}},\"id\":\"1901\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.670183812567962],\"y\":[1.433886717280752]},\"selected\":{\"id\":\"2212\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2213\",\"type\":\"UnionRenderers\"}},\"id\":\"1672\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"306\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1673\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5334340768717958],\"y\":[1.5916465675830203]},\"selected\":{\"id\":\"2304\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2305\",\"type\":\"UnionRenderers\"}},\"id\":\"1902\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"306\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1674\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"801\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1903\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1672\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1673\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1674\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1676\",\"type\":\"CDSView\"}},\"id\":\"1675\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"801\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1904\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1902\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1903\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1904\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1906\",\"type\":\"CDSView\"}},\"id\":\"1905\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1672\",\"type\":\"ColumnDataSource\"}},\"id\":\"1676\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5742652258607195],\"y\":[1.456607075728066]},\"selected\":{\"id\":\"2214\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2215\",\"type\":\"UnionRenderers\"}},\"id\":\"1677\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1902\",\"type\":\"ColumnDataSource\"}},\"id\":\"1906\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1678\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5353974766977845],\"y\":[1.590327664901045]},\"selected\":{\"id\":\"2306\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2307\",\"type\":\"UnionRenderers\"}},\"id\":\"1907\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1679\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1908\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1677\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1678\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1679\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1681\",\"type\":\"CDSView\"}},\"id\":\"1680\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1909\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1907\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1908\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1909\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1911\",\"type\":\"CDSView\"}},\"id\":\"1910\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1677\",\"type\":\"ColumnDataSource\"}},\"id\":\"1681\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1907\",\"type\":\"ColumnDataSource\"}},\"id\":\"1911\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5742652258607195],\"y\":[1.456607075728066]},\"selected\":{\"id\":\"2216\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2217\",\"type\":\"UnionRenderers\"}},\"id\":\"1682\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"325\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1683\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5353974766977845],\"y\":[1.590327664901045]},\"selected\":{\"id\":\"2308\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2309\",\"type\":\"UnionRenderers\"}},\"id\":\"1912\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"325\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1684\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"803\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1913\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1682\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1683\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1684\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1686\",\"type\":\"CDSView\"}},\"id\":\"1685\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"803\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1914\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1912\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1913\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1914\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1916\",\"type\":\"CDSView\"}},\"id\":\"1915\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1682\",\"type\":\"ColumnDataSource\"}},\"id\":\"1686\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4796934445570509],\"y\":[1.523823401457164]},\"selected\":{\"id\":\"2218\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2219\",\"type\":\"UnionRenderers\"}},\"id\":\"1687\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1912\",\"type\":\"ColumnDataSource\"}},\"id\":\"1916\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1688\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5492993874534964],\"y\":[1.5883397413750546]},\"selected\":{\"id\":\"2310\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2311\",\"type\":\"UnionRenderers\"}},\"id\":\"1917\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1689\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1918\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1687\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1688\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1689\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1691\",\"type\":\"CDSView\"}},\"id\":\"1690\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1919\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1917\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1918\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1919\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1921\",\"type\":\"CDSView\"}},\"id\":\"1920\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1687\",\"type\":\"ColumnDataSource\"}},\"id\":\"1691\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1917\",\"type\":\"ColumnDataSource\"}},\"id\":\"1921\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4796934445570509],\"y\":[1.523823401457164]},\"selected\":{\"id\":\"2220\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2221\",\"type\":\"UnionRenderers\"}},\"id\":\"1692\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"347\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1693\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5492993874534964],\"y\":[1.5883397413750546]},\"selected\":{\"id\":\"2312\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2313\",\"type\":\"UnionRenderers\"}},\"id\":\"1922\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"347\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1694\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"810\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1923\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1692\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1693\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1694\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1696\",\"type\":\"CDSView\"}},\"id\":\"1695\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"810\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1924\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1922\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1923\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1924\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1926\",\"type\":\"CDSView\"}},\"id\":\"1925\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1692\",\"type\":\"ColumnDataSource\"}},\"id\":\"1696\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6497122224678225],\"y\":[1.4773831704408322]},\"selected\":{\"id\":\"2222\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2223\",\"type\":\"UnionRenderers\"}},\"id\":\"1697\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1922\",\"type\":\"ColumnDataSource\"}},\"id\":\"1926\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1698\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4791626702703335],\"y\":[1.512340424272531]},\"selected\":{\"id\":\"2314\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2315\",\"type\":\"UnionRenderers\"}},\"id\":\"1927\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1699\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1928\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1697\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1698\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1699\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1701\",\"type\":\"CDSView\"}},\"id\":\"1700\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1929\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1202\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1203\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1204\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1206\",\"type\":\"CDSView\"}},\"id\":\"1205\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2038\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1439\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1202\",\"type\":\"ColumnDataSource\"}},\"id\":\"1206\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2039\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1437\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1438\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1439\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1441\",\"type\":\"CDSView\"}},\"id\":\"1440\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5397077190244604,1.6485799674031556],\"y\":[1.5824586292985023,1.4613528797056838]},\"selected\":{\"id\":\"2026\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2027\",\"type\":\"UnionRenderers\"}},\"id\":\"1207\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2040\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1437\",\"type\":\"ColumnDataSource\"}},\"id\":\"1441\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1208\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2041\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1209\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2042\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6003256937559676],\"y\":[1.613360094053374]},\"selected\":{\"id\":\"2120\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2121\",\"type\":\"UnionRenderers\"}},\"id\":\"1442\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1207\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1208\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1209\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1211\",\"type\":\"CDSView\"}},\"id\":\"1210\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2043\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"101\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1443\",\"type\":\"Text\"},{\"attributes\":{\"source\":{\"id\":\"1207\",\"type\":\"ColumnDataSource\"}},\"id\":\"1211\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2044\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"101\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1444\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5489564239806484,1.5970786910400205],\"y\":[1.569873756250327,1.6128871627317358]},\"selected\":{\"id\":\"2028\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2029\",\"type\":\"UnionRenderers\"}},\"id\":\"1212\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2045\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1442\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1443\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1444\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1446\",\"type\":\"CDSView\"}},\"id\":\"1445\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1213\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2046\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1442\",\"type\":\"ColumnDataSource\"}},\"id\":\"1446\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1214\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2047\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.643428328402388],\"y\":[1.4453874389850363]},\"selected\":{\"id\":\"2122\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2123\",\"type\":\"UnionRenderers\"}},\"id\":\"1447\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1212\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1213\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1214\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1216\",\"type\":\"CDSView\"}},\"id\":\"1215\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2048\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1448\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1212\",\"type\":\"ColumnDataSource\"}},\"id\":\"1216\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2049\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1449\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5359196901090257,1.5970786910400205],\"y\":[1.558979644660642,1.6128871627317358]},\"selected\":{\"id\":\"2030\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2031\",\"type\":\"UnionRenderers\"}},\"id\":\"1217\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2050\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1447\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1448\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1449\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1451\",\"type\":\"CDSView\"}},\"id\":\"1450\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1218\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2051\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1447\",\"type\":\"ColumnDataSource\"}},\"id\":\"1451\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1219\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2052\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1217\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1218\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1219\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1221\",\"type\":\"CDSView\"}},\"id\":\"1220\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2053\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.643428328402388],\"y\":[1.4453874389850363]},\"selected\":{\"id\":\"2124\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2125\",\"type\":\"UnionRenderers\"}},\"id\":\"1452\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1217\",\"type\":\"ColumnDataSource\"}},\"id\":\"1221\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2054\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"109\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1453\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6228522110681354,1.670183812567962],\"y\":[1.431519156558673,1.433886717280752]},\"selected\":{\"id\":\"2032\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2033\",\"type\":\"UnionRenderers\"}},\"id\":\"1222\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2055\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"109\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1454\",\"type\":\"Text\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1223\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2056\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1452\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1453\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1454\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1456\",\"type\":\"CDSView\"}},\"id\":\"1455\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1224\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2057\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1452\",\"type\":\"ColumnDataSource\"}},\"id\":\"1456\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1222\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1223\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1224\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1226\",\"type\":\"CDSView\"}},\"id\":\"1225\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2058\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.645315314486952],\"y\":[1.5607782549299913]},\"selected\":{\"id\":\"2126\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2127\",\"type\":\"UnionRenderers\"}},\"id\":\"1457\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1222\",\"type\":\"ColumnDataSource\"}},\"id\":\"1226\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2059\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1458\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4649525679932074,1.4856504400025807],\"y\":[1.5698930402488522,1.4566024956718042]},\"selected\":{\"id\":\"2034\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2035\",\"type\":\"UnionRenderers\"}},\"id\":\"1227\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2060\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1459\",\"type\":\"Circle\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1228\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2061\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1457\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1458\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1459\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1461\",\"type\":\"CDSView\"}},\"id\":\"1460\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1229\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2062\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1457\",\"type\":\"ColumnDataSource\"}},\"id\":\"1461\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1227\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1228\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1229\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1231\",\"type\":\"CDSView\"}},\"id\":\"1230\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2063\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1227\",\"type\":\"ColumnDataSource\"}},\"id\":\"1231\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2064\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.645315314486952],\"y\":[1.5607782549299913]},\"selected\":{\"id\":\"2128\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2129\",\"type\":\"UnionRenderers\"}},\"id\":\"1462\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4796934445570509,1.6624161390895367],\"y\":[1.523823401457164,1.5491928235072847]},\"selected\":{\"id\":\"2036\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2037\",\"type\":\"UnionRenderers\"}},\"id\":\"1232\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2065\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"112\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1463\",\"type\":\"Text\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1233\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2066\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"112\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1464\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2067\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1234\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1462\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1463\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1464\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1466\",\"type\":\"CDSView\"}},\"id\":\"1465\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2068\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1232\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1233\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1234\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1236\",\"type\":\"CDSView\"}},\"id\":\"1235\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1462\",\"type\":\"ColumnDataSource\"}},\"id\":\"1466\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2069\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1232\",\"type\":\"ColumnDataSource\"}},\"id\":\"1236\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6665743994519355],\"y\":[1.598192325142578]},\"selected\":{\"id\":\"2130\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2131\",\"type\":\"UnionRenderers\"}},\"id\":\"1467\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2070\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6167087787763124,1.4856504400025807],\"y\":[1.450142283669614,1.4566024956718042]},\"selected\":{\"id\":\"2038\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2039\",\"type\":\"UnionRenderers\"}},\"id\":\"1237\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1468\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2071\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1238\",\"type\":\"Line\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1469\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2072\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1239\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1467\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1468\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1469\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1471\",\"type\":\"CDSView\"}},\"id\":\"1470\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2073\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1237\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1238\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1239\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1241\",\"type\":\"CDSView\"}},\"id\":\"1240\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1467\",\"type\":\"ColumnDataSource\"}},\"id\":\"1471\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1133\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2218\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5603460876639996],\"y\":[1.4523347276036698]},\"selected\":{\"id\":\"2184\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2185\",\"type\":\"UnionRenderers\"}},\"id\":\"1602\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1134\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2219\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"233\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1603\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1132\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1133\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1134\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1136\",\"type\":\"CDSView\"}},\"id\":\"1135\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2220\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"233\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1604\",\"type\":\"Text\"},{\"attributes\":{\"source\":{\"id\":\"1132\",\"type\":\"ColumnDataSource\"}},\"id\":\"1136\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2221\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1602\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1603\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1604\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1606\",\"type\":\"CDSView\"}},\"id\":\"1605\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7257282530772702,1.6497122224678225],\"y\":[1.4803863312425647,1.4773831704408322]},\"selected\":{\"id\":\"1998\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1999\",\"type\":\"UnionRenderers\"}},\"id\":\"1137\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2222\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1602\",\"type\":\"ColumnDataSource\"}},\"id\":\"1606\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1138\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2223\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5359196901090257],\"y\":[1.558979644660642]},\"selected\":{\"id\":\"2186\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2187\",\"type\":\"UnionRenderers\"}},\"id\":\"1607\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1139\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2224\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1608\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1137\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1138\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1139\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1141\",\"type\":\"CDSView\"}},\"id\":\"1140\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2225\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1609\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1137\",\"type\":\"ColumnDataSource\"}},\"id\":\"1141\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2226\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1607\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1608\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1609\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1611\",\"type\":\"CDSView\"}},\"id\":\"1610\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4855506688104825,1.6167087787763124],\"y\":[1.5743351745557526,1.450142283669614]},\"selected\":{\"id\":\"2000\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2001\",\"type\":\"UnionRenderers\"}},\"id\":\"1142\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2227\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1607\",\"type\":\"ColumnDataSource\"}},\"id\":\"1611\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1143\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2228\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1144\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2229\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5359196901090257],\"y\":[1.558979644660642]},\"selected\":{\"id\":\"2188\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2189\",\"type\":\"UnionRenderers\"}},\"id\":\"1612\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1142\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1143\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1144\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1146\",\"type\":\"CDSView\"}},\"id\":\"1145\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2230\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"240\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1613\",\"type\":\"Text\"},{\"attributes\":{\"source\":{\"id\":\"1142\",\"type\":\"ColumnDataSource\"}},\"id\":\"1146\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2231\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"240\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1614\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6003256937559676,1.6665743994519355],\"y\":[1.613360094053374,1.598192325142578]},\"selected\":{\"id\":\"2002\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2003\",\"type\":\"UnionRenderers\"}},\"id\":\"1147\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2232\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1612\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1613\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1614\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1616\",\"type\":\"CDSView\"}},\"id\":\"1615\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1148\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2233\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1612\",\"type\":\"ColumnDataSource\"}},\"id\":\"1616\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1149\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2234\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6485799674031556],\"y\":[1.4613528797056838]},\"selected\":{\"id\":\"2190\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2191\",\"type\":\"UnionRenderers\"}},\"id\":\"1617\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1147\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1148\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1149\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1151\",\"type\":\"CDSView\"}},\"id\":\"1150\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2235\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1618\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1147\",\"type\":\"ColumnDataSource\"}},\"id\":\"1151\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2236\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1619\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6003256937559676,1.5397077190244604],\"y\":[1.613360094053374,1.5824586292985023]},\"selected\":{\"id\":\"2004\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2005\",\"type\":\"UnionRenderers\"}},\"id\":\"1152\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2237\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1617\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1618\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1619\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1621\",\"type\":\"CDSView\"}},\"id\":\"1620\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1153\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2238\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1617\",\"type\":\"ColumnDataSource\"}},\"id\":\"1621\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1154\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2239\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1152\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1153\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1154\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1156\",\"type\":\"CDSView\"}},\"id\":\"1155\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2240\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6485799674031556],\"y\":[1.4613528797056838]},\"selected\":{\"id\":\"2192\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2193\",\"type\":\"UnionRenderers\"}},\"id\":\"1622\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1152\",\"type\":\"ColumnDataSource\"}},\"id\":\"1156\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2241\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"244\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1623\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6003256937559676,1.6497122224678225],\"y\":[1.613360094053374,1.4773831704408322]},\"selected\":{\"id\":\"2006\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2007\",\"type\":\"UnionRenderers\"}},\"id\":\"1157\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2242\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"244\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1624\",\"type\":\"Text\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1158\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2243\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1622\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1623\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1624\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1626\",\"type\":\"CDSView\"}},\"id\":\"1625\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1159\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2244\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1622\",\"type\":\"ColumnDataSource\"}},\"id\":\"1626\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1157\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1158\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1159\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1161\",\"type\":\"CDSView\"}},\"id\":\"1160\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2245\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6228522110681354],\"y\":[1.431519156558673]},\"selected\":{\"id\":\"2194\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2195\",\"type\":\"UnionRenderers\"}},\"id\":\"1627\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1157\",\"type\":\"ColumnDataSource\"}},\"id\":\"1161\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2246\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1628\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.645315314486952,1.4856504400025807],\"y\":[1.5607782549299913,1.4566024956718042]},\"selected\":{\"id\":\"2008\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2009\",\"type\":\"UnionRenderers\"}},\"id\":\"1162\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2247\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1038\",\"type\":\"Line\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1629\",\"type\":\"Circle\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1163\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2248\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1627\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1628\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1629\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1631\",\"type\":\"CDSView\"}},\"id\":\"1630\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1164\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2249\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1627\",\"type\":\"ColumnDataSource\"}},\"id\":\"1631\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1162\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1163\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1164\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1166\",\"type\":\"CDSView\"}},\"id\":\"1165\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2250\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1162\",\"type\":\"ColumnDataSource\"}},\"id\":\"1166\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2251\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6228522110681354],\"y\":[1.431519156558673]},\"selected\":{\"id\":\"2196\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2197\",\"type\":\"UnionRenderers\"}},\"id\":\"1632\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6665743994519355,1.493487446004437],\"y\":[1.598192325142578,1.537626224047755]},\"selected\":{\"id\":\"2010\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2011\",\"type\":\"UnionRenderers\"}},\"id\":\"1167\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2252\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"260\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1633\",\"type\":\"Text\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1168\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2253\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"260\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1634\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2074\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2075\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.66275434652037],\"y\":[1.4836775494375707]},\"selected\":{\"id\":\"2276\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2277\",\"type\":\"UnionRenderers\"}},\"id\":\"1832\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2076\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"562\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1833\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2077\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"562\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1834\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2078\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1832\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1833\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1834\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1836\",\"type\":\"CDSView\"}},\"id\":\"1835\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2079\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1832\",\"type\":\"ColumnDataSource\"}},\"id\":\"1836\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2080\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5970786910400205],\"y\":[1.6128871627317358]},\"selected\":{\"id\":\"2278\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2279\",\"type\":\"UnionRenderers\"}},\"id\":\"1837\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2081\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1838\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2082\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1839\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2083\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1837\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1838\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1839\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1841\",\"type\":\"CDSView\"}},\"id\":\"1840\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2084\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1837\",\"type\":\"ColumnDataSource\"}},\"id\":\"1841\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2085\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2086\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5970786910400205],\"y\":[1.6128871627317358]},\"selected\":{\"id\":\"2280\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2281\",\"type\":\"UnionRenderers\"}},\"id\":\"1842\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2087\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"579\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1843\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2088\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"579\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1844\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2089\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1842\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1843\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1844\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1846\",\"type\":\"CDSView\"}},\"id\":\"1845\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2090\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1842\",\"type\":\"ColumnDataSource\"}},\"id\":\"1846\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2091\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4596362642495075],\"y\":[1.508642416909165]},\"selected\":{\"id\":\"2282\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2283\",\"type\":\"UnionRenderers\"}},\"id\":\"1847\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2092\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1848\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2093\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1849\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2094\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1847\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1848\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1849\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1851\",\"type\":\"CDSView\"}},\"id\":\"1850\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2095\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1847\",\"type\":\"ColumnDataSource\"}},\"id\":\"1851\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2096\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2097\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4596362642495075],\"y\":[1.508642416909165]},\"selected\":{\"id\":\"2284\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2285\",\"type\":\"UnionRenderers\"}},\"id\":\"1852\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2098\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"641\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1853\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2099\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"641\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1854\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2100\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1852\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1853\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1854\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1856\",\"type\":\"CDSView\"}},\"id\":\"1855\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2101\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1852\",\"type\":\"ColumnDataSource\"}},\"id\":\"1856\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2102\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4965269795994711],\"y\":[1.5820062741141667]},\"selected\":{\"id\":\"2286\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2287\",\"type\":\"UnionRenderers\"}},\"id\":\"1857\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2103\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1858\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2104\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1859\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2105\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1857\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1858\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1859\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1861\",\"type\":\"CDSView\"}},\"id\":\"1860\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2106\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1857\",\"type\":\"ColumnDataSource\"}},\"id\":\"1861\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2107\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2108\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4965269795994711],\"y\":[1.5820062741141667]},\"selected\":{\"id\":\"2288\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2289\",\"type\":\"UnionRenderers\"}},\"id\":\"1862\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2109\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"645\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1863\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"68\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1373\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"68\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1374\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1372\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1373\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1374\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1376\",\"type\":\"CDSView\"}},\"id\":\"1375\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1372\",\"type\":\"ColumnDataSource\"}},\"id\":\"1376\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6411788262278386],\"y\":[1.5881535156051303]},\"selected\":{\"id\":\"2094\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2095\",\"type\":\"UnionRenderers\"}},\"id\":\"1377\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1378\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1379\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1377\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1378\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1379\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1381\",\"type\":\"CDSView\"}},\"id\":\"1380\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1377\",\"type\":\"ColumnDataSource\"}},\"id\":\"1381\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6411788262278386],\"y\":[1.5881535156051303]},\"selected\":{\"id\":\"2096\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2097\",\"type\":\"UnionRenderers\"}},\"id\":\"1382\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"71\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1383\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"71\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1384\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1382\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1383\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1384\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1386\",\"type\":\"CDSView\"}},\"id\":\"1385\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1382\",\"type\":\"ColumnDataSource\"}},\"id\":\"1386\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7268024844295102],\"y\":[1.5476867568688135]},\"selected\":{\"id\":\"2098\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2099\",\"type\":\"UnionRenderers\"}},\"id\":\"1387\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1388\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1389\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1387\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1388\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1389\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1391\",\"type\":\"CDSView\"}},\"id\":\"1390\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1387\",\"type\":\"ColumnDataSource\"}},\"id\":\"1391\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7268024844295102],\"y\":[1.5476867568688135]},\"selected\":{\"id\":\"2100\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2101\",\"type\":\"UnionRenderers\"}},\"id\":\"1392\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"72\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1393\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"72\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1394\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1392\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1393\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1394\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1396\",\"type\":\"CDSView\"}},\"id\":\"1395\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1392\",\"type\":\"ColumnDataSource\"}},\"id\":\"1396\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7257282530772702],\"y\":[1.4803863312425647]},\"selected\":{\"id\":\"2102\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2103\",\"type\":\"UnionRenderers\"}},\"id\":\"1397\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1398\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1399\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1397\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1398\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1399\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1401\",\"type\":\"CDSView\"}},\"id\":\"1400\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1397\",\"type\":\"ColumnDataSource\"}},\"id\":\"1401\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7257282530772702],\"y\":[1.4803863312425647]},\"selected\":{\"id\":\"2104\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2105\",\"type\":\"UnionRenderers\"}},\"id\":\"1402\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"77\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1403\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"77\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1404\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1402\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1403\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1404\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1406\",\"type\":\"CDSView\"}},\"id\":\"1405\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1057\",\"type\":\"ColumnDataSource\"}},\"id\":\"1061\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7073636952712818,1.6798772602957333],\"y\":[1.4534776350138325,1.4780125998115372]},\"selected\":{\"id\":\"1968\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1969\",\"type\":\"UnionRenderers\"}},\"id\":\"1062\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1063\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1064\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1062\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1063\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1064\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1066\",\"type\":\"CDSView\"}},\"id\":\"1065\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1062\",\"type\":\"ColumnDataSource\"}},\"id\":\"1066\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7071567545995985,1.6411788262278386],\"y\":[1.5448459279308273,1.5881535156051303]},\"selected\":{\"id\":\"1970\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1971\",\"type\":\"UnionRenderers\"}},\"id\":\"1067\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1068\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1069\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1067\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1068\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1069\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1071\",\"type\":\"CDSView\"}},\"id\":\"1070\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1067\",\"type\":\"ColumnDataSource\"}},\"id\":\"1071\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7071567545995985,1.6707723991875194],\"y\":[1.5448459279308273,1.5798800320361717]},\"selected\":{\"id\":\"1972\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1973\",\"type\":\"UnionRenderers\"}},\"id\":\"1072\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1073\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1074\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1072\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1073\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1074\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1076\",\"type\":\"CDSView\"}},\"id\":\"1075\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1072\",\"type\":\"ColumnDataSource\"}},\"id\":\"1076\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7071567545995985,1.5359371289296204],\"y\":[1.5448459279308273,1.5638885353157477]},\"selected\":{\"id\":\"1974\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1975\",\"type\":\"UnionRenderers\"}},\"id\":\"1077\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1078\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1079\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1077\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1078\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1079\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1081\",\"type\":\"CDSView\"}},\"id\":\"1080\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1077\",\"type\":\"ColumnDataSource\"}},\"id\":\"1081\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7135287939766348,1.670998152647674],\"y\":[1.5232115332332805,1.5126760434604867]},\"selected\":{\"id\":\"1976\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1977\",\"type\":\"UnionRenderers\"}},\"id\":\"1082\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1083\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1084\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1082\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1083\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1084\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1086\",\"type\":\"CDSView\"}},\"id\":\"1085\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1082\",\"type\":\"ColumnDataSource\"}},\"id\":\"1086\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7135287939766348,1.610493160336],\"y\":[1.5232115332332805,1.4416640152945563]},\"selected\":{\"id\":\"1978\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1979\",\"type\":\"UnionRenderers\"}},\"id\":\"1087\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1088\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1089\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1087\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1088\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1089\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1091\",\"type\":\"CDSView\"}},\"id\":\"1090\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1087\",\"type\":\"ColumnDataSource\"}},\"id\":\"1091\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.724970985501582,1.6046435457497914],\"y\":[1.497099527982984,1.5941631464485015]},\"selected\":{\"id\":\"1980\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1981\",\"type\":\"UnionRenderers\"}},\"id\":\"1092\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1093\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1094\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1092\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1093\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1094\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1096\",\"type\":\"CDSView\"}},\"id\":\"1095\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1092\",\"type\":\"ColumnDataSource\"}},\"id\":\"1096\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1308\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5397077190244604],\"y\":[1.5824586292985023]},\"selected\":{\"id\":\"2158\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2159\",\"type\":\"UnionRenderers\"}},\"id\":\"1537\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1762\",\"type\":\"ColumnDataSource\"}},\"id\":\"1766\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1309\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1538\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5209608811318374],\"y\":[1.5628775539954518]},\"selected\":{\"id\":\"2250\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2251\",\"type\":\"UnionRenderers\"}},\"id\":\"1767\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1307\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1308\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1309\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1311\",\"type\":\"CDSView\"}},\"id\":\"1310\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1539\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1768\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1537\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1538\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1539\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1541\",\"type\":\"CDSView\"}},\"id\":\"1540\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1307\",\"type\":\"ColumnDataSource\"}},\"id\":\"1311\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1769\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1767\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1768\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1769\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1771\",\"type\":\"CDSView\"}},\"id\":\"1770\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1537\",\"type\":\"ColumnDataSource\"}},\"id\":\"1541\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.683632102607047],\"y\":[1.5017020538132217]},\"selected\":{\"id\":\"2068\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2069\",\"type\":\"UnionRenderers\"}},\"id\":\"1312\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1767\",\"type\":\"ColumnDataSource\"}},\"id\":\"1771\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"23\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1313\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5397077190244604],\"y\":[1.5824586292985023]},\"selected\":{\"id\":\"2160\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2161\",\"type\":\"UnionRenderers\"}},\"id\":\"1542\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"23\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1314\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"193\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1543\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5209608811318374],\"y\":[1.5628775539954518]},\"selected\":{\"id\":\"2252\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2253\",\"type\":\"UnionRenderers\"}},\"id\":\"1772\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1312\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1313\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1314\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1316\",\"type\":\"CDSView\"}},\"id\":\"1315\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"193\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1544\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"421\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1773\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1542\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1543\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1544\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1546\",\"type\":\"CDSView\"}},\"id\":\"1545\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1312\",\"type\":\"ColumnDataSource\"}},\"id\":\"1316\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"421\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1774\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1772\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1773\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1774\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1776\",\"type\":\"CDSView\"}},\"id\":\"1775\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6798772602957333],\"y\":[1.4780125998115372]},\"selected\":{\"id\":\"2070\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2071\",\"type\":\"UnionRenderers\"}},\"id\":\"1317\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1542\",\"type\":\"ColumnDataSource\"}},\"id\":\"1546\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1318\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5172022339869118],\"y\":[1.5896598636995725]},\"selected\":{\"id\":\"2162\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2163\",\"type\":\"UnionRenderers\"}},\"id\":\"1547\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1772\",\"type\":\"ColumnDataSource\"}},\"id\":\"1776\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1319\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1548\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7378363961715273],\"y\":[1.513831718736988]},\"selected\":{\"id\":\"2254\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2255\",\"type\":\"UnionRenderers\"}},\"id\":\"1777\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1317\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1318\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1319\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1321\",\"type\":\"CDSView\"}},\"id\":\"1320\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1549\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1778\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1547\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1548\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1549\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1551\",\"type\":\"CDSView\"}},\"id\":\"1550\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1317\",\"type\":\"ColumnDataSource\"}},\"id\":\"1321\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1779\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1777\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1778\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1779\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1781\",\"type\":\"CDSView\"}},\"id\":\"1780\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1547\",\"type\":\"ColumnDataSource\"}},\"id\":\"1551\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6798772602957333],\"y\":[1.4780125998115372]},\"selected\":{\"id\":\"2072\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2073\",\"type\":\"UnionRenderers\"}},\"id\":\"1322\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1777\",\"type\":\"ColumnDataSource\"}},\"id\":\"1781\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"24\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1323\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5172022339869118],\"y\":[1.5896598636995725]},\"selected\":{\"id\":\"2164\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2165\",\"type\":\"UnionRenderers\"}},\"id\":\"1552\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"24\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1324\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"196\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1553\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7378363961715273],\"y\":[1.513831718736988]},\"selected\":{\"id\":\"2256\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2257\",\"type\":\"UnionRenderers\"}},\"id\":\"1782\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1322\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1323\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1324\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1326\",\"type\":\"CDSView\"}},\"id\":\"1325\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"196\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1554\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"433\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1783\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1552\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1553\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1554\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1556\",\"type\":\"CDSView\"}},\"id\":\"1555\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1322\",\"type\":\"ColumnDataSource\"}},\"id\":\"1326\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"433\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1784\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1782\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1783\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1784\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1786\",\"type\":\"CDSView\"}},\"id\":\"1785\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6101678470634835],\"y\":[1.5869147127339245]},\"selected\":{\"id\":\"2074\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2075\",\"type\":\"UnionRenderers\"}},\"id\":\"1327\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1552\",\"type\":\"ColumnDataSource\"}},\"id\":\"1556\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1328\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6707723991875194],\"y\":[1.5798800320361717]},\"selected\":{\"id\":\"2166\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2167\",\"type\":\"UnionRenderers\"}},\"id\":\"1557\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1782\",\"type\":\"ColumnDataSource\"}},\"id\":\"1786\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1329\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1558\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.670998152647674],\"y\":[1.5126760434604867]},\"selected\":{\"id\":\"2258\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2259\",\"type\":\"UnionRenderers\"}},\"id\":\"1787\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1327\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1328\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1329\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1331\",\"type\":\"CDSView\"}},\"id\":\"1330\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1559\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1788\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1557\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1558\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1559\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1561\",\"type\":\"CDSView\"}},\"id\":\"1560\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1327\",\"type\":\"ColumnDataSource\"}},\"id\":\"1331\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1789\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1787\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1788\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1789\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1791\",\"type\":\"CDSView\"}},\"id\":\"1790\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1557\",\"type\":\"ColumnDataSource\"}},\"id\":\"1561\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6101678470634835],\"y\":[1.5869147127339245]},\"selected\":{\"id\":\"2076\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2077\",\"type\":\"UnionRenderers\"}},\"id\":\"1332\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1787\",\"type\":\"ColumnDataSource\"}},\"id\":\"1791\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"48\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1333\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6707723991875194],\"y\":[1.5798800320361717]},\"selected\":{\"id\":\"2168\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2169\",\"type\":\"UnionRenderers\"}},\"id\":\"1562\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"48\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1334\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"203\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1563\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.670998152647674],\"y\":[1.5126760434604867]},\"selected\":{\"id\":\"2260\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2261\",\"type\":\"UnionRenderers\"}},\"id\":\"1792\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1332\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1333\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1334\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1336\",\"type\":\"CDSView\"}},\"id\":\"1335\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"203\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1564\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"436\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1793\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1562\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1563\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1564\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1566\",\"type\":\"CDSView\"}},\"id\":\"1565\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1332\",\"type\":\"ColumnDataSource\"}},\"id\":\"1336\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"436\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1794\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1792\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1793\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1794\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1796\",\"type\":\"CDSView\"}},\"id\":\"1795\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.724970985501582],\"y\":[1.497099527982984]},\"selected\":{\"id\":\"2078\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2079\",\"type\":\"UnionRenderers\"}},\"id\":\"1337\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1562\",\"type\":\"ColumnDataSource\"}},\"id\":\"1566\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1338\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5674870204971456],\"y\":[1.4469544152544087]},\"selected\":{\"id\":\"2170\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2171\",\"type\":\"UnionRenderers\"}},\"id\":\"1567\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1792\",\"type\":\"ColumnDataSource\"}},\"id\":\"1796\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1339\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1568\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6624161390895367],\"y\":[1.5491928235072847]},\"selected\":{\"id\":\"2262\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2263\",\"type\":\"UnionRenderers\"}},\"id\":\"1797\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1337\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1338\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1339\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1341\",\"type\":\"CDSView\"}},\"id\":\"1340\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1569\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1798\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2110\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2254\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2111\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2255\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2112\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2256\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2113\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2257\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2114\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2258\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2115\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2259\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2116\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2260\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2117\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2261\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2118\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2262\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2119\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2263\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2120\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2264\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2121\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2265\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2122\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2266\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2123\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2267\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2124\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2268\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2125\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2269\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2126\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2270\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2127\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2271\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2128\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2272\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2129\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2273\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2130\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2274\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2131\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2275\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2132\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2276\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2133\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2277\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2134\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2278\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2135\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2279\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2136\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2280\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2137\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2281\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2138\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2282\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2139\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2283\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2140\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2284\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2141\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2285\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2142\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2286\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2143\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2287\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2144\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2288\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2145\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2289\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2290\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2291\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2292\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2293\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2294\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2295\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2296\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2297\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2298\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2299\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2300\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2301\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2302\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2303\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2304\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2305\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2306\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2307\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2308\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2309\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2310\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2311\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2312\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2313\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2314\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"end\":1.5,\"start\":-0.5},\"id\":\"1006\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"2315\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1008\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"2316\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2317\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2318\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2319\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5562750214047996,1.4856504400025807],\"y\":[1.5984316224210489,1.4566024956718042]},\"selected\":{\"id\":\"1958\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1959\",\"type\":\"UnionRenderers\"}},\"id\":\"1037\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2320\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2321\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2322\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5562750214047996],\"y\":[1.5984316224210489]},\"selected\":{\"id\":\"2042\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2043\",\"type\":\"UnionRenderers\"}},\"id\":\"1247\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2323\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"end\":1.5,\"start\":-0.1},\"id\":\"1004\",\"type\":\"Range1d\"},{\"attributes\":{},\"id\":\"1010\",\"type\":\"LinearScale\"},{\"attributes\":{\"data_source\":{\"id\":\"1927\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1928\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1929\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1931\",\"type\":\"CDSView\"}},\"id\":\"1930\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1927\",\"type\":\"ColumnDataSource\"}},\"id\":\"1931\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4791626702703335],\"y\":[1.512340424272531]},\"selected\":{\"id\":\"2316\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2317\",\"type\":\"UnionRenderers\"}},\"id\":\"1932\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"815\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1933\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"815\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1934\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1932\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1933\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1934\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1936\",\"type\":\"CDSView\"}},\"id\":\"1935\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1932\",\"type\":\"ColumnDataSource\"}},\"id\":\"1936\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.655620283525631],\"y\":[1.5621536577659825]},\"selected\":{\"id\":\"2318\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2319\",\"type\":\"UnionRenderers\"}},\"id\":\"1937\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1938\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1939\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1937\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1938\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1939\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1941\",\"type\":\"CDSView\"}},\"id\":\"1940\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1937\",\"type\":\"ColumnDataSource\"}},\"id\":\"1941\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.655620283525631],\"y\":[1.5621536577659825]},\"selected\":{\"id\":\"2320\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2321\",\"type\":\"UnionRenderers\"}},\"id\":\"1942\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"835\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1943\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"835\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1944\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1942\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1943\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1944\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1946\",\"type\":\"CDSView\"}},\"id\":\"1945\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1942\",\"type\":\"ColumnDataSource\"}},\"id\":\"1946\",\"type\":\"CDSView\"},{\"attributes\":{\"plot\":null,\"text\":\"\"},\"id\":\"1953\",\"type\":\"Title\"},{\"attributes\":{\"callback\":null,\"data\":{},\"selected\":{\"id\":\"2322\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2323\",\"type\":\"UnionRenderers\"}},\"id\":\"1947\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"fill_color\":{\"value\":\"yellow\"},\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"value\":1.6},\"y\":{\"value\":1.51}},\"id\":\"1948\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"value\":1.6},\"y\":{\"value\":1.51}},\"id\":\"1949\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1947\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1948\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1949\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1951\",\"type\":\"CDSView\"}},\"id\":\"1950\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1947\",\"type\":\"ColumnDataSource\"}},\"id\":\"1951\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1955\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1957\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1958\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1959\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1960\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1961\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1962\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1963\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1964\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1965\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1039\",\"type\":\"Line\"},{\"attributes\":{\"text\":{\"value\":\"9\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1254\",\"type\":\"Text\"},{\"attributes\":{\"source\":{\"id\":\"1237\",\"type\":\"ColumnDataSource\"}},\"id\":\"1241\",\"type\":\"CDSView\"},{\"attributes\":{\"formatter\":{\"id\":\"1955\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"1018\",\"type\":\"BasicTicker\"}},\"id\":\"1017\",\"type\":\"LinearAxis\"},{\"attributes\":{\"source\":{\"id\":\"1697\",\"type\":\"ColumnDataSource\"}},\"id\":\"1701\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5209608811318374,1.6624161390895367],\"y\":[1.5628775539954518,1.5491928235072847]},\"selected\":{\"id\":\"2040\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2041\",\"type\":\"UnionRenderers\"}},\"id\":\"1242\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"plot\":{\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"1013\",\"type\":\"BasicTicker\"}},\"id\":\"1016\",\"type\":\"Grid\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6665743994519355],\"y\":[1.598192325142578]},\"selected\":{\"id\":\"2132\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2133\",\"type\":\"UnionRenderers\"}},\"id\":\"1472\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1243\",\"type\":\"Line\"},{\"attributes\":{\"text\":{\"value\":\"126\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1473\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6497122224678225],\"y\":[1.4773831704408322]},\"selected\":{\"id\":\"2224\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2225\",\"type\":\"UnionRenderers\"}},\"id\":\"1702\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1244\",\"type\":\"Line\"},{\"attributes\":{\"text\":{\"value\":\"126\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1474\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"358\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1703\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1242\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1243\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1244\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1246\",\"type\":\"CDSView\"}},\"id\":\"1245\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1472\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1473\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1474\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1476\",\"type\":\"CDSView\"}},\"id\":\"1475\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1018\",\"type\":\"BasicTicker\"},{\"attributes\":{\"text\":{\"value\":\"358\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1704\",\"type\":\"Text\"},{\"attributes\":{\"source\":{\"id\":\"1242\",\"type\":\"ColumnDataSource\"}},\"id\":\"1246\",\"type\":\"CDSView\"},{\"attributes\":{\"dimension\":1,\"plot\":{\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"1018\",\"type\":\"BasicTicker\"}},\"id\":\"1021\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"1702\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1703\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1704\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1706\",\"type\":\"CDSView\"}},\"id\":\"1705\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1472\",\"type\":\"ColumnDataSource\"}},\"id\":\"1476\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5562750214047996,1.493487446004437],\"y\":[1.5984316224210489,1.537626224047755]},\"selected\":{\"id\":\"1960\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1961\",\"type\":\"UnionRenderers\"}},\"id\":\"1042\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6039622691562796],\"y\":[1.4252803310004103]},\"selected\":{\"id\":\"2134\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2135\",\"type\":\"UnionRenderers\"}},\"id\":\"1477\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1702\",\"type\":\"ColumnDataSource\"}},\"id\":\"1706\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1248\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1037\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1038\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1039\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1041\",\"type\":\"CDSView\"}},\"id\":\"1040\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1478\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6859638314631942],\"y\":[1.4453440990299253]},\"selected\":{\"id\":\"2226\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2227\",\"type\":\"UnionRenderers\"}},\"id\":\"1707\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1037\",\"type\":\"ColumnDataSource\"}},\"id\":\"1041\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1249\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1479\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1708\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1247\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1248\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1249\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1251\",\"type\":\"CDSView\"}},\"id\":\"1250\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1022\",\"type\":\"PanTool\"},{\"attributes\":{\"data_source\":{\"id\":\"1477\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1478\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1479\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1481\",\"type\":\"CDSView\"}},\"id\":\"1480\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1709\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1247\",\"type\":\"ColumnDataSource\"}},\"id\":\"1251\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1023\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"data_source\":{\"id\":\"1707\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1708\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1709\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1711\",\"type\":\"CDSView\"}},\"id\":\"1710\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1477\",\"type\":\"ColumnDataSource\"}},\"id\":\"1481\",\"type\":\"CDSView\"},{\"attributes\":{\"overlay\":{\"id\":\"1030\",\"type\":\"BoxAnnotation\"}},\"id\":\"1024\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"source\":{\"id\":\"1707\",\"type\":\"ColumnDataSource\"}},\"id\":\"1711\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5562750214047996],\"y\":[1.5984316224210489]},\"selected\":{\"id\":\"2044\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2045\",\"type\":\"UnionRenderers\"}},\"id\":\"1252\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"SaveTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6039622691562796],\"y\":[1.4252803310004103]},\"selected\":{\"id\":\"2136\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2137\",\"type\":\"UnionRenderers\"}},\"id\":\"1482\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"9\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1253\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1026\",\"type\":\"ResetTool\"},{\"attributes\":{\"text\":{\"value\":\"129\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1483\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6859638314631942],\"y\":[1.4453440990299253]},\"selected\":{\"id\":\"2228\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2229\",\"type\":\"UnionRenderers\"}},\"id\":\"1712\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1027\",\"type\":\"HelpTool\"},{\"attributes\":{\"data_source\":{\"id\":\"1252\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1253\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1254\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1256\",\"type\":\"CDSView\"}},\"id\":\"1255\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"129\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1484\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"364\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1713\",\"type\":\"Text\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1022\",\"type\":\"PanTool\"},{\"id\":\"1023\",\"type\":\"WheelZoomTool\"},{\"id\":\"1024\",\"type\":\"BoxZoomTool\"},{\"id\":\"1025\",\"type\":\"SaveTool\"},{\"id\":\"1026\",\"type\":\"ResetTool\"},{\"id\":\"1027\",\"type\":\"HelpTool\"}]},\"id\":\"1028\",\"type\":\"Toolbar\"},{\"attributes\":{\"data_source\":{\"id\":\"1482\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1483\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1484\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1486\",\"type\":\"CDSView\"}},\"id\":\"1485\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1252\",\"type\":\"ColumnDataSource\"}},\"id\":\"1256\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"364\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1714\",\"type\":\"Text\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"plot\":null,\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1030\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"data_source\":{\"id\":\"1712\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1713\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1714\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1716\",\"type\":\"CDSView\"}},\"id\":\"1715\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7313621547364324],\"y\":[1.4872923567099974]},\"selected\":{\"id\":\"2046\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2047\",\"type\":\"UnionRenderers\"}},\"id\":\"1257\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1482\",\"type\":\"ColumnDataSource\"}},\"id\":\"1486\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1258\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7240548661232098],\"y\":[1.5631721360498805]},\"selected\":{\"id\":\"2138\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2139\",\"type\":\"UnionRenderers\"}},\"id\":\"1487\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1712\",\"type\":\"ColumnDataSource\"}},\"id\":\"1716\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1043\",\"type\":\"Line\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1259\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1488\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4544397070743669],\"y\":[1.5411201545094348]},\"selected\":{\"id\":\"2230\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2231\",\"type\":\"UnionRenderers\"}},\"id\":\"1717\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1044\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1257\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1258\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1259\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1261\",\"type\":\"CDSView\"}},\"id\":\"1260\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1489\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1718\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1042\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1043\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1044\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1046\",\"type\":\"CDSView\"}},\"id\":\"1045\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1487\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1488\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1489\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1491\",\"type\":\"CDSView\"}},\"id\":\"1490\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1257\",\"type\":\"ColumnDataSource\"}},\"id\":\"1261\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1719\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1042\",\"type\":\"ColumnDataSource\"}},\"id\":\"1046\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1717\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1718\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1719\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1721\",\"type\":\"CDSView\"}},\"id\":\"1720\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1487\",\"type\":\"ColumnDataSource\"}},\"id\":\"1491\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7073636952712818,1.724970985501582],\"y\":[1.4534776350138325,1.497099527982984]},\"selected\":{\"id\":\"1962\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1963\",\"type\":\"UnionRenderers\"}},\"id\":\"1047\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7313621547364324],\"y\":[1.4872923567099974]},\"selected\":{\"id\":\"2048\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2049\",\"type\":\"UnionRenderers\"}},\"id\":\"1262\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1717\",\"type\":\"ColumnDataSource\"}},\"id\":\"1721\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1048\",\"type\":\"Line\"},{\"attributes\":{\"text\":{\"value\":\"11\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1263\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7240548661232098],\"y\":[1.5631721360498805]},\"selected\":{\"id\":\"2140\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2141\",\"type\":\"UnionRenderers\"}},\"id\":\"1492\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1049\",\"type\":\"Line\"},{\"attributes\":{\"text\":{\"value\":\"11\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1264\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"135\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1493\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4544397070743669],\"y\":[1.5411201545094348]},\"selected\":{\"id\":\"2232\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2233\",\"type\":\"UnionRenderers\"}},\"id\":\"1722\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1047\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1048\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1049\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1051\",\"type\":\"CDSView\"}},\"id\":\"1050\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1262\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1263\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1264\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1266\",\"type\":\"CDSView\"}},\"id\":\"1265\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"135\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1494\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"371\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1723\",\"type\":\"Text\"},{\"attributes\":{\"source\":{\"id\":\"1047\",\"type\":\"ColumnDataSource\"}},\"id\":\"1051\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1492\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1493\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1494\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1496\",\"type\":\"CDSView\"}},\"id\":\"1495\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1262\",\"type\":\"ColumnDataSource\"}},\"id\":\"1266\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"371\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1724\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7073636952712818,1.6643064015585578],\"y\":[1.4534776350138325,1.4922985970153317]},\"selected\":{\"id\":\"1964\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1965\",\"type\":\"UnionRenderers\"}},\"id\":\"1052\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1722\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1723\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1724\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1726\",\"type\":\"CDSView\"}},\"id\":\"1725\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7073636952712818],\"y\":[1.4534776350138325]},\"selected\":{\"id\":\"2050\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2051\",\"type\":\"UnionRenderers\"}},\"id\":\"1267\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1492\",\"type\":\"ColumnDataSource\"}},\"id\":\"1496\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1053\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1268\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6046435457497914],\"y\":[1.5941631464485015]},\"selected\":{\"id\":\"2142\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2143\",\"type\":\"UnionRenderers\"}},\"id\":\"1497\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1722\",\"type\":\"ColumnDataSource\"}},\"id\":\"1726\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1054\",\"type\":\"Line\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1269\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1498\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6167087787763124],\"y\":[1.450142283669614]},\"selected\":{\"id\":\"2234\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2235\",\"type\":\"UnionRenderers\"}},\"id\":\"1727\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1052\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1053\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1054\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1056\",\"type\":\"CDSView\"}},\"id\":\"1055\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1267\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1268\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1269\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1271\",\"type\":\"CDSView\"}},\"id\":\"1270\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1499\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1728\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1052\",\"type\":\"ColumnDataSource\"}},\"id\":\"1056\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1497\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1498\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1499\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1501\",\"type\":\"CDSView\"}},\"id\":\"1500\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1267\",\"type\":\"ColumnDataSource\"}},\"id\":\"1271\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1729\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7073636952712818,1.7257282530772702],\"y\":[1.4534776350138325,1.4803863312425647]},\"selected\":{\"id\":\"1966\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1967\",\"type\":\"UnionRenderers\"}},\"id\":\"1057\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1727\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1728\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1729\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1731\",\"type\":\"CDSView\"}},\"id\":\"1730\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1497\",\"type\":\"ColumnDataSource\"}},\"id\":\"1501\",\"type\":\"CDSView\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1058\",\"type\":\"Line\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7073636952712818],\"y\":[1.4534776350138325]},\"selected\":{\"id\":\"2052\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2053\",\"type\":\"UnionRenderers\"}},\"id\":\"1272\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1727\",\"type\":\"ColumnDataSource\"}},\"id\":\"1731\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1059\",\"type\":\"Line\"},{\"attributes\":{\"text\":{\"value\":\"12\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1273\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6046435457497914],\"y\":[1.5941631464485015]},\"selected\":{\"id\":\"2144\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2145\",\"type\":\"UnionRenderers\"}},\"id\":\"1502\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1057\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1058\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1059\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1061\",\"type\":\"CDSView\"}},\"id\":\"1060\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6167087787763124],\"y\":[1.450142283669614]},\"selected\":{\"id\":\"2236\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2237\",\"type\":\"UnionRenderers\"}},\"id\":\"1732\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"136\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1503\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"12\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1274\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2146\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2147\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2148\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2149\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2150\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2151\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2152\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2153\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2154\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2155\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2156\",\"type\":\"Selection\"},{\"attributes\":{\"formatter\":{\"id\":\"1957\",\"type\":\"BasicTickFormatter\"},\"plot\":{\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},\"ticker\":{\"id\":\"1013\",\"type\":\"BasicTicker\"}},\"id\":\"1012\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"2157\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2158\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2159\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2160\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2161\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2162\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2163\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2164\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2165\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2166\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2167\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2168\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2169\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2170\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2171\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2172\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2173\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2174\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2175\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2176\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2177\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2178\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2179\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2180\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2181\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"645\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1864\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1862\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1863\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1864\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1866\",\"type\":\"CDSView\"}},\"id\":\"1865\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1862\",\"type\":\"ColumnDataSource\"}},\"id\":\"1866\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6373878379973648],\"y\":[1.5604618088639661]},\"selected\":{\"id\":\"2290\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2291\",\"type\":\"UnionRenderers\"}},\"id\":\"1867\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1868\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1869\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1867\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1868\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1869\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1871\",\"type\":\"CDSView\"}},\"id\":\"1870\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1867\",\"type\":\"ColumnDataSource\"}},\"id\":\"1871\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6373878379973648],\"y\":[1.5604618088639661]},\"selected\":{\"id\":\"2292\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2293\",\"type\":\"UnionRenderers\"}},\"id\":\"1872\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"703\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1873\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"703\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1874\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1872\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1873\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1874\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1876\",\"type\":\"CDSView\"}},\"id\":\"1875\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1872\",\"type\":\"ColumnDataSource\"}},\"id\":\"1876\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4856504400025807],\"y\":[1.4566024956718042]},\"selected\":{\"id\":\"2294\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2295\",\"type\":\"UnionRenderers\"}},\"id\":\"1877\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1878\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1879\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1877\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1878\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1879\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1881\",\"type\":\"CDSView\"}},\"id\":\"1880\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1877\",\"type\":\"ColumnDataSource\"}},\"id\":\"1881\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4856504400025807],\"y\":[1.4566024956718042]},\"selected\":{\"id\":\"2296\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2297\",\"type\":\"UnionRenderers\"}},\"id\":\"1882\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"762\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1883\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"762\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1884\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1882\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1883\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1884\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1886\",\"type\":\"CDSView\"}},\"id\":\"1885\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1882\",\"type\":\"ColumnDataSource\"}},\"id\":\"1886\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5359371289296204],\"y\":[1.5638885353157477]},\"selected\":{\"id\":\"2298\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2299\",\"type\":\"UnionRenderers\"}},\"id\":\"1887\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1888\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1889\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1887\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1888\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1889\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1891\",\"type\":\"CDSView\"}},\"id\":\"1890\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1887\",\"type\":\"ColumnDataSource\"}},\"id\":\"1891\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5359371289296204],\"y\":[1.5638885353157477]},\"selected\":{\"id\":\"2300\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2301\",\"type\":\"UnionRenderers\"}},\"id\":\"1892\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"792\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1893\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"792\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1894\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1892\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1893\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1894\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1896\",\"type\":\"CDSView\"}},\"id\":\"1895\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1892\",\"type\":\"ColumnDataSource\"}},\"id\":\"1896\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1169\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1167\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1168\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1169\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1171\",\"type\":\"CDSView\"}},\"id\":\"1170\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1167\",\"type\":\"ColumnDataSource\"}},\"id\":\"1171\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7240548661232098,1.5674870204971456],\"y\":[1.5631721360498805,1.4469544152544087]},\"selected\":{\"id\":\"2012\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2013\",\"type\":\"UnionRenderers\"}},\"id\":\"1172\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1173\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1174\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1172\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1173\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1174\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1176\",\"type\":\"CDSView\"}},\"id\":\"1175\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1172\",\"type\":\"ColumnDataSource\"}},\"id\":\"1176\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7240548661232098,1.5359196901090257],\"y\":[1.5631721360498805,1.558979644660642]},\"selected\":{\"id\":\"2014\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2015\",\"type\":\"UnionRenderers\"}},\"id\":\"1177\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1178\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1179\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1177\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1178\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1179\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1181\",\"type\":\"CDSView\"}},\"id\":\"1180\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1177\",\"type\":\"ColumnDataSource\"}},\"id\":\"1181\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7240548661232098,1.5742652258607195],\"y\":[1.5631721360498805,1.456607075728066]},\"selected\":{\"id\":\"2016\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2017\",\"type\":\"UnionRenderers\"}},\"id\":\"1182\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1183\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1184\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1182\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1183\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1184\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1186\",\"type\":\"CDSView\"}},\"id\":\"1185\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1182\",\"type\":\"ColumnDataSource\"}},\"id\":\"1186\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6643064015585578,1.5209608811318374],\"y\":[1.4922985970153317,1.5628775539954518]},\"selected\":{\"id\":\"2018\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2019\",\"type\":\"UnionRenderers\"}},\"id\":\"1187\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1188\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1189\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1187\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1188\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1189\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1191\",\"type\":\"CDSView\"}},\"id\":\"1190\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1187\",\"type\":\"ColumnDataSource\"}},\"id\":\"1191\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.610493160336,1.6485799674031556],\"y\":[1.4416640152945563,1.4613528797056838]},\"selected\":{\"id\":\"2020\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2021\",\"type\":\"UnionRenderers\"}},\"id\":\"1192\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1193\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1194\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1192\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1193\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1194\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1196\",\"type\":\"CDSView\"}},\"id\":\"1195\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1192\",\"type\":\"ColumnDataSource\"}},\"id\":\"1196\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5397077190244604,1.4796934445570509],\"y\":[1.5824586292985023,1.523823401457164]},\"selected\":{\"id\":\"2022\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2023\",\"type\":\"UnionRenderers\"}},\"id\":\"1197\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1198\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1199\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1197\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1198\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1199\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1201\",\"type\":\"CDSView\"}},\"id\":\"1200\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1197\",\"type\":\"ColumnDataSource\"}},\"id\":\"1201\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5397077190244604,1.5603460876639996],\"y\":[1.5824586292985023,1.4523347276036698]},\"selected\":{\"id\":\"2024\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2025\",\"type\":\"UnionRenderers\"}},\"id\":\"1202\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1203\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1204\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"2182\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1632\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1633\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1634\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1636\",\"type\":\"CDSView\"}},\"id\":\"1635\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1402\",\"type\":\"ColumnDataSource\"}},\"id\":\"1406\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2183\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4855506688104825],\"y\":[1.5743351745557526]},\"selected\":{\"id\":\"2106\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2107\",\"type\":\"UnionRenderers\"}},\"id\":\"1407\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1632\",\"type\":\"ColumnDataSource\"}},\"id\":\"1636\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2184\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1408\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4649525679932074],\"y\":[1.5698930402488522]},\"selected\":{\"id\":\"2198\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2199\",\"type\":\"UnionRenderers\"}},\"id\":\"1637\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2185\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1409\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1638\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2186\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1407\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1408\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1409\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1411\",\"type\":\"CDSView\"}},\"id\":\"1410\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1639\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2187\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1637\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1638\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1639\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1641\",\"type\":\"CDSView\"}},\"id\":\"1640\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1407\",\"type\":\"ColumnDataSource\"}},\"id\":\"1411\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2188\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1637\",\"type\":\"ColumnDataSource\"}},\"id\":\"1641\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2189\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4855506688104825],\"y\":[1.5743351745557526]},\"selected\":{\"id\":\"2108\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2109\",\"type\":\"UnionRenderers\"}},\"id\":\"1412\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2190\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"80\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1413\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4649525679932074],\"y\":[1.5698930402488522]},\"selected\":{\"id\":\"2200\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2201\",\"type\":\"UnionRenderers\"}},\"id\":\"1642\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2191\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"80\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1414\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"262\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1643\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2192\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1412\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1413\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1414\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1416\",\"type\":\"CDSView\"}},\"id\":\"1415\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"262\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1644\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2193\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1642\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1643\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1644\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1646\",\"type\":\"CDSView\"}},\"id\":\"1645\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1412\",\"type\":\"ColumnDataSource\"}},\"id\":\"1416\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2194\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.580098352834736],\"y\":[1.4488753096143618]},\"selected\":{\"id\":\"2110\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2111\",\"type\":\"UnionRenderers\"}},\"id\":\"1417\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1642\",\"type\":\"ColumnDataSource\"}},\"id\":\"1646\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2195\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1418\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.493487446004437],\"y\":[1.537626224047755]},\"selected\":{\"id\":\"2202\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2203\",\"type\":\"UnionRenderers\"}},\"id\":\"1647\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2196\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1419\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1648\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2197\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1417\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1418\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1419\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1421\",\"type\":\"CDSView\"}},\"id\":\"1420\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1649\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2198\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1647\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1648\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1649\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1651\",\"type\":\"CDSView\"}},\"id\":\"1650\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1417\",\"type\":\"ColumnDataSource\"}},\"id\":\"1421\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2199\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1647\",\"type\":\"ColumnDataSource\"}},\"id\":\"1651\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2200\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.580098352834736],\"y\":[1.4488753096143618]},\"selected\":{\"id\":\"2112\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2113\",\"type\":\"UnionRenderers\"}},\"id\":\"1422\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2201\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"83\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1423\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.493487446004437],\"y\":[1.537626224047755]},\"selected\":{\"id\":\"2204\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2205\",\"type\":\"UnionRenderers\"}},\"id\":\"1652\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2202\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"83\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1424\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"272\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1653\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2203\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1422\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1423\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1424\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1426\",\"type\":\"CDSView\"}},\"id\":\"1425\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"272\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1654\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2204\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1652\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1653\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1654\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1656\",\"type\":\"CDSView\"}},\"id\":\"1655\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1422\",\"type\":\"ColumnDataSource\"}},\"id\":\"1426\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2205\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6746716137958872],\"y\":[1.4465620698947632]},\"selected\":{\"id\":\"2114\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2115\",\"type\":\"UnionRenderers\"}},\"id\":\"1427\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1652\",\"type\":\"ColumnDataSource\"}},\"id\":\"1656\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2206\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1428\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4691372508111507],\"y\":[1.5319451887865077]},\"selected\":{\"id\":\"2206\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2207\",\"type\":\"UnionRenderers\"}},\"id\":\"1657\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2207\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1429\",\"type\":\"Circle\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1658\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2208\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1427\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1428\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1429\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1431\",\"type\":\"CDSView\"}},\"id\":\"1430\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1659\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2209\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1657\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1658\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1659\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1661\",\"type\":\"CDSView\"}},\"id\":\"1660\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1427\",\"type\":\"ColumnDataSource\"}},\"id\":\"1431\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2210\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1657\",\"type\":\"ColumnDataSource\"}},\"id\":\"1661\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2211\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6746716137958872],\"y\":[1.4465620698947632]},\"selected\":{\"id\":\"2116\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2117\",\"type\":\"UnionRenderers\"}},\"id\":\"1432\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2212\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"88\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1433\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.4691372508111507],\"y\":[1.5319451887865077]},\"selected\":{\"id\":\"2208\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2209\",\"type\":\"UnionRenderers\"}},\"id\":\"1662\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"2213\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"88\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1434\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"284\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1663\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2214\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1432\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1433\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1434\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1436\",\"type\":\"CDSView\"}},\"id\":\"1435\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"284\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1664\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"2215\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1662\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1663\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1664\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1666\",\"type\":\"CDSView\"}},\"id\":\"1665\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1432\",\"type\":\"ColumnDataSource\"}},\"id\":\"1436\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2216\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6003256937559676],\"y\":[1.613360094053374]},\"selected\":{\"id\":\"2118\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2119\",\"type\":\"UnionRenderers\"}},\"id\":\"1437\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1662\",\"type\":\"ColumnDataSource\"}},\"id\":\"1666\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2217\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1438\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.670183812567962],\"y\":[1.433886717280752]},\"selected\":{\"id\":\"2210\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2211\",\"type\":\"UnionRenderers\"}},\"id\":\"1667\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6679362128102935,1.6003256937559676],\"y\":[1.5463337809563615,1.613360094053374]},\"selected\":{\"id\":\"1982\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1983\",\"type\":\"UnionRenderers\"}},\"id\":\"1097\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"orange\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1098\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1099\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1097\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1098\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1099\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1101\",\"type\":\"CDSView\"}},\"id\":\"1100\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1097\",\"type\":\"ColumnDataSource\"}},\"id\":\"1101\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6679362128102935,1.7378363961715273],\"y\":[1.5463337809563615,1.513831718736988]},\"selected\":{\"id\":\"1984\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1985\",\"type\":\"UnionRenderers\"}},\"id\":\"1102\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1103\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1104\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1102\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1103\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1104\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1106\",\"type\":\"CDSView\"}},\"id\":\"1105\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1102\",\"type\":\"ColumnDataSource\"}},\"id\":\"1106\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6679362128102935,1.670183812567962],\"y\":[1.5463337809563615,1.433886717280752]},\"selected\":{\"id\":\"1986\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1987\",\"type\":\"UnionRenderers\"}},\"id\":\"1107\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1108\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1109\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1107\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1108\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1109\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1111\",\"type\":\"CDSView\"}},\"id\":\"1110\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1107\",\"type\":\"ColumnDataSource\"}},\"id\":\"1111\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6771868201832878,1.643428328402388],\"y\":[1.5490159668096202,1.4453874389850363]},\"selected\":{\"id\":\"1988\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1989\",\"type\":\"UnionRenderers\"}},\"id\":\"1112\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"green\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1113\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1114\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1112\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1113\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1114\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1116\",\"type\":\"CDSView\"}},\"id\":\"1115\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1112\",\"type\":\"ColumnDataSource\"}},\"id\":\"1116\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6771868201832878,1.5492993874534964],\"y\":[1.5490159668096202,1.5883397413750546]},\"selected\":{\"id\":\"1990\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1991\",\"type\":\"UnionRenderers\"}},\"id\":\"1117\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1118\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1119\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1117\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1118\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1119\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1121\",\"type\":\"CDSView\"}},\"id\":\"1120\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1117\",\"type\":\"ColumnDataSource\"}},\"id\":\"1121\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.695907235620366,1.6614255083865457],\"y\":[1.5120855488324918,1.5678830011066849]},\"selected\":{\"id\":\"1992\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1993\",\"type\":\"UnionRenderers\"}},\"id\":\"1122\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1123\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1124\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1122\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1123\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1124\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1126\",\"type\":\"CDSView\"}},\"id\":\"1125\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1122\",\"type\":\"ColumnDataSource\"}},\"id\":\"1126\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6411788262278386,1.6039622691562796],\"y\":[1.5881535156051303,1.4252803310004103]},\"selected\":{\"id\":\"1994\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1995\",\"type\":\"UnionRenderers\"}},\"id\":\"1127\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_color\":\"blue\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1128\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1129\",\"type\":\"Line\"},{\"attributes\":{\"data_source\":{\"id\":\"1127\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1128\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1129\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1131\",\"type\":\"CDSView\"}},\"id\":\"1130\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1127\",\"type\":\"ColumnDataSource\"}},\"id\":\"1131\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6411788262278386,1.4796934445570509],\"y\":[1.5881535156051303,1.523823401457164]},\"selected\":{\"id\":\"1996\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1997\",\"type\":\"UnionRenderers\"}},\"id\":\"1132\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1567\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1568\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1569\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1571\",\"type\":\"CDSView\"}},\"id\":\"1570\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1567\",\"type\":\"ColumnDataSource\"}},\"id\":\"1571\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5674870204971456],\"y\":[1.4469544152544087]},\"selected\":{\"id\":\"2172\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2173\",\"type\":\"UnionRenderers\"}},\"id\":\"1572\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"226\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1573\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"226\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1574\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1572\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1573\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1574\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1576\",\"type\":\"CDSView\"}},\"id\":\"1575\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1572\",\"type\":\"ColumnDataSource\"}},\"id\":\"1576\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5566930246514208],\"y\":[1.4356116543173454]},\"selected\":{\"id\":\"2174\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2175\",\"type\":\"UnionRenderers\"}},\"id\":\"1577\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1578\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1579\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1577\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1578\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1579\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1581\",\"type\":\"CDSView\"}},\"id\":\"1580\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1577\",\"type\":\"ColumnDataSource\"}},\"id\":\"1581\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5566930246514208],\"y\":[1.4356116543173454]},\"selected\":{\"id\":\"2176\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2177\",\"type\":\"UnionRenderers\"}},\"id\":\"1582\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"228\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1583\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"228\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1584\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1582\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1583\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1584\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1586\",\"type\":\"CDSView\"}},\"id\":\"1585\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1582\",\"type\":\"ColumnDataSource\"}},\"id\":\"1586\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5489564239806484],\"y\":[1.569873756250327]},\"selected\":{\"id\":\"2178\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2179\",\"type\":\"UnionRenderers\"}},\"id\":\"1587\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1588\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1589\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1587\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1588\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1589\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1591\",\"type\":\"CDSView\"}},\"id\":\"1590\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1587\",\"type\":\"ColumnDataSource\"}},\"id\":\"1591\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5489564239806484],\"y\":[1.569873756250327]},\"selected\":{\"id\":\"2180\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2181\",\"type\":\"UnionRenderers\"}},\"id\":\"1592\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"230\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1593\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"230\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1594\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1592\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1593\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1594\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1596\",\"type\":\"CDSView\"}},\"id\":\"1595\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1592\",\"type\":\"ColumnDataSource\"}},\"id\":\"1596\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5603460876639996],\"y\":[1.4523347276036698]},\"selected\":{\"id\":\"2182\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2183\",\"type\":\"UnionRenderers\"}},\"id\":\"1597\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1598\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1599\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1597\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1598\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1599\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1601\",\"type\":\"CDSView\"}},\"id\":\"1600\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1597\",\"type\":\"ColumnDataSource\"}},\"id\":\"1601\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1966\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1337\",\"type\":\"ColumnDataSource\"}},\"id\":\"1341\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1799\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1967\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1797\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1798\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1799\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1801\",\"type\":\"CDSView\"}},\"id\":\"1800\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1968\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.724970985501582],\"y\":[1.497099527982984]},\"selected\":{\"id\":\"2080\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2081\",\"type\":\"UnionRenderers\"}},\"id\":\"1342\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1797\",\"type\":\"ColumnDataSource\"}},\"id\":\"1801\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1969\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"57\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1343\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1970\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"57\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1344\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6624161390895367],\"y\":[1.5491928235072847]},\"selected\":{\"id\":\"2264\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2265\",\"type\":\"UnionRenderers\"}},\"id\":\"1802\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1971\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1342\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1343\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1344\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1346\",\"type\":\"CDSView\"}},\"id\":\"1345\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"546\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1803\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1972\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1342\",\"type\":\"ColumnDataSource\"}},\"id\":\"1346\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"546\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1804\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1973\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1802\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1803\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1804\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1806\",\"type\":\"CDSView\"}},\"id\":\"1805\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6679362128102935],\"y\":[1.5463337809563615]},\"selected\":{\"id\":\"2082\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2083\",\"type\":\"UnionRenderers\"}},\"id\":\"1347\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1974\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1348\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1802\",\"type\":\"ColumnDataSource\"}},\"id\":\"1806\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1975\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1349\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.461161579762658],\"y\":[1.5495083953540045]},\"selected\":{\"id\":\"2266\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2267\",\"type\":\"UnionRenderers\"}},\"id\":\"1807\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1976\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1347\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1348\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1349\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1351\",\"type\":\"CDSView\"}},\"id\":\"1350\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1808\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1977\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1347\",\"type\":\"ColumnDataSource\"}},\"id\":\"1351\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1809\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1978\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1807\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1808\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1809\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1811\",\"type\":\"CDSView\"}},\"id\":\"1810\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1979\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6679362128102935],\"y\":[1.5463337809563615]},\"selected\":{\"id\":\"2084\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2085\",\"type\":\"UnionRenderers\"}},\"id\":\"1352\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1807\",\"type\":\"ColumnDataSource\"}},\"id\":\"1811\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1980\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"66\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1353\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1981\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"66\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1354\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.461161579762658],\"y\":[1.5495083953540045]},\"selected\":{\"id\":\"2268\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2269\",\"type\":\"UnionRenderers\"}},\"id\":\"1812\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1982\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1352\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1353\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1354\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1356\",\"type\":\"CDSView\"}},\"id\":\"1355\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"548\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1813\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1983\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1352\",\"type\":\"ColumnDataSource\"}},\"id\":\"1356\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"548\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1814\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1984\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1812\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1813\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1814\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1816\",\"type\":\"CDSView\"}},\"id\":\"1815\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6771868201832878],\"y\":[1.5490159668096202]},\"selected\":{\"id\":\"2086\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2087\",\"type\":\"UnionRenderers\"}},\"id\":\"1357\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1985\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1358\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1812\",\"type\":\"ColumnDataSource\"}},\"id\":\"1816\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1986\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1359\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6474293223094159],\"y\":[1.5896499871536671]},\"selected\":{\"id\":\"2270\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2271\",\"type\":\"UnionRenderers\"}},\"id\":\"1817\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1987\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1357\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1358\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1359\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1361\",\"type\":\"CDSView\"}},\"id\":\"1360\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1818\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1988\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1357\",\"type\":\"ColumnDataSource\"}},\"id\":\"1361\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1819\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1989\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1817\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1818\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1819\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1821\",\"type\":\"CDSView\"}},\"id\":\"1820\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1990\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6771868201832878],\"y\":[1.5490159668096202]},\"selected\":{\"id\":\"2088\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2089\",\"type\":\"UnionRenderers\"}},\"id\":\"1362\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1817\",\"type\":\"ColumnDataSource\"}},\"id\":\"1821\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1991\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":{\"value\":\"67\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1363\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1992\",\"type\":\"Selection\"},{\"attributes\":{\"text\":{\"value\":\"67\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1364\",\"type\":\"Text\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6474293223094159],\"y\":[1.5896499871536671]},\"selected\":{\"id\":\"2272\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2273\",\"type\":\"UnionRenderers\"}},\"id\":\"1822\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1993\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1362\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1363\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1364\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1366\",\"type\":\"CDSView\"}},\"id\":\"1365\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"557\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1823\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1994\",\"type\":\"Selection\"},{\"attributes\":{\"source\":{\"id\":\"1362\",\"type\":\"ColumnDataSource\"}},\"id\":\"1366\",\"type\":\"CDSView\"},{\"attributes\":{\"text\":{\"value\":\"557\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1824\",\"type\":\"Text\"},{\"attributes\":{},\"id\":\"1995\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1822\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1823\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1824\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1826\",\"type\":\"CDSView\"}},\"id\":\"1825\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.695907235620366],\"y\":[1.5120855488324918]},\"selected\":{\"id\":\"2090\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2091\",\"type\":\"UnionRenderers\"}},\"id\":\"1367\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1996\",\"type\":\"Selection\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1368\",\"type\":\"Circle\"},{\"attributes\":{\"source\":{\"id\":\"1822\",\"type\":\"ColumnDataSource\"}},\"id\":\"1826\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1997\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1369\",\"type\":\"Circle\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.66275434652037],\"y\":[1.4836775494375707]},\"selected\":{\"id\":\"2274\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2275\",\"type\":\"UnionRenderers\"}},\"id\":\"1827\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1998\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1367\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1368\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1369\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1371\",\"type\":\"CDSView\"}},\"id\":\"1370\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1828\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1999\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1367\",\"type\":\"ColumnDataSource\"}},\"id\":\"1371\",\"type\":\"CDSView\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1829\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"2000\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1827\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1828\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1829\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1831\",\"type\":\"CDSView\"}},\"id\":\"1830\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"2001\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.695907235620366],\"y\":[1.5120855488324918]},\"selected\":{\"id\":\"2092\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2093\",\"type\":\"UnionRenderers\"}},\"id\":\"1372\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1827\",\"type\":\"ColumnDataSource\"}},\"id\":\"1831\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1013\",\"type\":\"BasicTicker\"},{\"attributes\":{\"text\":{\"value\":\"383\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1733\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"383\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1734\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1732\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1733\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1734\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1736\",\"type\":\"CDSView\"}},\"id\":\"1735\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1732\",\"type\":\"ColumnDataSource\"}},\"id\":\"1736\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6211923524113026],\"y\":[1.4548461293850714]},\"selected\":{\"id\":\"2238\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2239\",\"type\":\"UnionRenderers\"}},\"id\":\"1737\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1738\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1739\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1737\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1738\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1739\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1741\",\"type\":\"CDSView\"}},\"id\":\"1740\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1737\",\"type\":\"ColumnDataSource\"}},\"id\":\"1741\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6211923524113026],\"y\":[1.4548461293850714]},\"selected\":{\"id\":\"2240\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2241\",\"type\":\"UnionRenderers\"}},\"id\":\"1742\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"386\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1743\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"386\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1744\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1742\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1743\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1744\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1746\",\"type\":\"CDSView\"}},\"id\":\"1745\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1742\",\"type\":\"ColumnDataSource\"}},\"id\":\"1746\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6614255083865457],\"y\":[1.5678830011066849]},\"selected\":{\"id\":\"2242\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2243\",\"type\":\"UnionRenderers\"}},\"id\":\"1747\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1748\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1749\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1747\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1748\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1749\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1751\",\"type\":\"CDSView\"}},\"id\":\"1750\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1747\",\"type\":\"ColumnDataSource\"}},\"id\":\"1751\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6614255083865457],\"y\":[1.5678830011066849]},\"selected\":{\"id\":\"2244\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2245\",\"type\":\"UnionRenderers\"}},\"id\":\"1752\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"393\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1753\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"393\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1754\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1752\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1753\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1754\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1756\",\"type\":\"CDSView\"}},\"id\":\"1755\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1752\",\"type\":\"ColumnDataSource\"}},\"id\":\"1756\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5209503121495747],\"y\":[1.56060031931777]},\"selected\":{\"id\":\"2246\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2247\",\"type\":\"UnionRenderers\"}},\"id\":\"1757\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1758\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1759\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1757\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1758\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1759\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1761\",\"type\":\"CDSView\"}},\"id\":\"1760\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1757\",\"type\":\"ColumnDataSource\"}},\"id\":\"1761\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5209503121495747],\"y\":[1.56060031931777]},\"selected\":{\"id\":\"2248\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2249\",\"type\":\"UnionRenderers\"}},\"id\":\"1762\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"420\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1763\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"420\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1764\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1762\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1763\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1764\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1766\",\"type\":\"CDSView\"}},\"id\":\"1765\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"text\":{\"value\":\"136\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1504\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1502\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1503\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1504\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1506\",\"type\":\"CDSView\"}},\"id\":\"1505\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1502\",\"type\":\"ColumnDataSource\"}},\"id\":\"1506\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5483283093676428],\"y\":[1.4477541937195608]},\"selected\":{\"id\":\"2146\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2147\",\"type\":\"UnionRenderers\"}},\"id\":\"1507\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1508\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1509\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1507\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1508\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1509\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1511\",\"type\":\"CDSView\"}},\"id\":\"1510\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1507\",\"type\":\"ColumnDataSource\"}},\"id\":\"1511\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.5483283093676428],\"y\":[1.4477541937195608]},\"selected\":{\"id\":\"2148\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2149\",\"type\":\"UnionRenderers\"}},\"id\":\"1512\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"160\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1513\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"160\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1514\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1512\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1513\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1514\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1516\",\"type\":\"CDSView\"}},\"id\":\"1515\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1512\",\"type\":\"ColumnDataSource\"}},\"id\":\"1516\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6643064015585578],\"y\":[1.4922985970153317]},\"selected\":{\"id\":\"2150\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2151\",\"type\":\"UnionRenderers\"}},\"id\":\"1517\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1518\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1519\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1517\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1518\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1519\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1521\",\"type\":\"CDSView\"}},\"id\":\"1520\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1517\",\"type\":\"ColumnDataSource\"}},\"id\":\"1521\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.6643064015585578],\"y\":[1.4922985970153317]},\"selected\":{\"id\":\"2152\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2153\",\"type\":\"UnionRenderers\"}},\"id\":\"1522\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"162\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1523\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"162\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1524\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1522\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1523\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1524\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1526\",\"type\":\"CDSView\"}},\"id\":\"1525\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1522\",\"type\":\"ColumnDataSource\"}},\"id\":\"1526\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.610493160336],\"y\":[1.4416640152945563]},\"selected\":{\"id\":\"2154\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2155\",\"type\":\"UnionRenderers\"}},\"id\":\"1527\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1528\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1529\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1527\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1528\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1529\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1531\",\"type\":\"CDSView\"}},\"id\":\"1530\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1527\",\"type\":\"ColumnDataSource\"}},\"id\":\"1531\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.610493160336],\"y\":[1.4416640152945563]},\"selected\":{\"id\":\"2156\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2157\",\"type\":\"UnionRenderers\"}},\"id\":\"1532\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"192\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1533\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"192\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1534\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1532\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1533\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1534\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1536\",\"type\":\"CDSView\"}},\"id\":\"1535\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1532\",\"type\":\"ColumnDataSource\"}},\"id\":\"1536\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"2002\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2003\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2004\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2005\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2006\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2007\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2008\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2009\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2010\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2011\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2012\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2013\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2014\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2015\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2016\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2017\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2018\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2019\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2020\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2021\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2022\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2023\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2024\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2025\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2026\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2027\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2028\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2029\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2030\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2031\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2032\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2033\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2034\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2035\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"2036\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"2037\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1272\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1273\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1274\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1276\",\"type\":\"CDSView\"}},\"id\":\"1275\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1272\",\"type\":\"ColumnDataSource\"}},\"id\":\"1276\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.66557658184112],\"y\":[1.4644694118255928]},\"selected\":{\"id\":\"2054\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2055\",\"type\":\"UnionRenderers\"}},\"id\":\"1277\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1278\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1279\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1277\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1278\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1279\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1281\",\"type\":\"CDSView\"}},\"id\":\"1280\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1277\",\"type\":\"ColumnDataSource\"}},\"id\":\"1281\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.66557658184112],\"y\":[1.4644694118255928]},\"selected\":{\"id\":\"2056\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2057\",\"type\":\"UnionRenderers\"}},\"id\":\"1282\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"15\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1283\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"15\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1284\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1282\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1283\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1284\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1286\",\"type\":\"CDSView\"}},\"id\":\"1285\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1282\",\"type\":\"ColumnDataSource\"}},\"id\":\"1286\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7071567545995985],\"y\":[1.5448459279308273]},\"selected\":{\"id\":\"2058\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2059\",\"type\":\"UnionRenderers\"}},\"id\":\"1287\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1288\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1289\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1287\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1288\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1289\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1291\",\"type\":\"CDSView\"}},\"id\":\"1290\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1287\",\"type\":\"ColumnDataSource\"}},\"id\":\"1291\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7071567545995985],\"y\":[1.5448459279308273]},\"selected\":{\"id\":\"2060\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2061\",\"type\":\"UnionRenderers\"}},\"id\":\"1292\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"17\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1293\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"17\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1294\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1292\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1293\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1294\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1296\",\"type\":\"CDSView\"}},\"id\":\"1295\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1292\",\"type\":\"ColumnDataSource\"}},\"id\":\"1296\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7135287939766348],\"y\":[1.5232115332332805]},\"selected\":{\"id\":\"2062\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2063\",\"type\":\"UnionRenderers\"}},\"id\":\"1297\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"line_alpha\":{\"value\":0},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1298\",\"type\":\"Circle\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"radius\":{\"units\":\"data\",\"value\":0.003},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1299\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1297\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1298\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1299\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1301\",\"type\":\"CDSView\"}},\"id\":\"1300\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1297\",\"type\":\"ColumnDataSource\"}},\"id\":\"1301\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.7135287939766348],\"y\":[1.5232115332332805]},\"selected\":{\"id\":\"2064\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2065\",\"type\":\"UnionRenderers\"}},\"id\":\"1302\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":{\"value\":\"22\"},\"text_align\":\"center\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1303\",\"type\":\"Text\"},{\"attributes\":{\"text\":{\"value\":\"22\"},\"text_align\":\"center\",\"text_alpha\":{\"value\":0.1},\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"5pt\"},\"text_font_style\":\"bold\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1304\",\"type\":\"Text\"},{\"attributes\":{\"data_source\":{\"id\":\"1302\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1303\",\"type\":\"Text\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1304\",\"type\":\"Text\"},\"selection_glyph\":null,\"view\":{\"id\":\"1306\",\"type\":\"CDSView\"}},\"id\":\"1305\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1302\",\"type\":\"ColumnDataSource\"}},\"id\":\"1306\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":[1.683632102607047],\"y\":[1.5017020538132217]},\"selected\":{\"id\":\"2066\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"2067\",\"type\":\"UnionRenderers\"}},\"id\":\"1307\",\"type\":\"ColumnDataSource\"}],\"root_ids\":[\"1003\"]},\"title\":\"Bokeh Application\",\"version\":\"1.0.4\"}};\n",
       "  var render_items = [{\"docid\":\"1b0d133e-d0b7-4d21-921c-d19dce7590fa\",\"roots\":{\"1003\":\"8047fa9b-5cc1-4777-8770-9205d3a2ec5a\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    var attempts = 0;\n",
       "    var timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        embed_document(root);\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "      attempts++;\n",
       "      if (attempts > 100) {\n",
       "        console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        clearInterval(timer);\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1003"
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "range 0 10\n",
      "proximityToCenter 0.5 1\n",
      "Bike total 22\n",
      "Uber total 9\n",
      "Train total 11\n"
     ]
    }
   ],
   "source": [
    "# This block draws three identical graphs, \n",
    "# but for each one only draws the edge if it's the \n",
    "# quickest route for that mode of transport (bike, train, uber)\n",
    "\n",
    "####################### Experiment Variables ##############################\n",
    "minDist = 0\n",
    "maxDist = 10         #set to 0,10 to ignore\n",
    "\n",
    "minCenterDist = 0.5\n",
    "maxCenterDist = 1   #set to 0,10 to ignore\n",
    "###########################################################################\n",
    "\n",
    "bNum = 0\n",
    "gNum = 0\n",
    "oNum = 0\n",
    "\n",
    "\n",
    "def minTimeModeOfTransportColor(edge):\n",
    "    bikeMins = bikeGraph[edge[0]][edge[1]]['bikeMins'] #0 - Blue\n",
    "    trainMins = bikeGraph[edge[0]][edge[1]]['trainMins'] #1 - Green\n",
    "    uberMins = bikeGraph[edge[0]][edge[1]]['uberMins'] #2 - Orange\n",
    "    minNum = np.argmin([bikeMins,trainMins,uberMins])\n",
    "    if minNum == 0:\n",
    "        return \"blue\"\n",
    "    if minNum == 1:\n",
    "        return \"green\"\n",
    "    if minNum == 2:\n",
    "        return \"orange\"\n",
    "    \n",
    "\n",
    "\n",
    "    \n",
    "# nx.draw(bikeGraph, nx.get_node_attributes(bikeGraph, 'coordinates'), with_labels=False)\n",
    "\n",
    "\n",
    "normalize = bikeDockingStations[['station__lat', 'station__long']]\n",
    "normalize = normalize - normalize.min()\n",
    "normalize = normalize / normalize.max()+1\n",
    "\n",
    "locations = dict(zip(bikeDockingStations.index, normalize[['station__lat', 'station__long']].values))\n",
    "\n",
    "# b = figure(\n",
    "#     x_range = (-0.1,1.5),\n",
    "#     y_range = (-0.5,1.5),\n",
    "#     height= 1000,\n",
    "#     width= 1000,\n",
    "# )\n",
    "\n",
    "# g = figure(\n",
    "#     x_range = (-0.1,1.5),\n",
    "#     y_range = (-0.5,1.5),\n",
    "#     height= 1000,\n",
    "#     width= 1000,\n",
    "# )\n",
    "\n",
    "# o = figure(\n",
    "#     x_range = (-0.1,1.5),\n",
    "#     y_range = (-0.5,1.5),\n",
    "#     height= 1000,\n",
    "#     width= 1000,\n",
    "# )\n",
    "\n",
    "master = figure(\n",
    "    x_range = (-0.1,1.5),\n",
    "    y_range = (-0.5,1.5),\n",
    "    height= 1000,\n",
    "    width= 1000,\n",
    ")\n",
    "\n",
    "for edge in bikeGraph.edges():\n",
    "    \n",
    "    routeColor = minTimeModeOfTransportColor(edge)\n",
    "    \n",
    "    #Only plot for certain ranges of total distances traveled\n",
    "    if bikeGraph[edge[0]][edge[1]]['weight'] < minDist or bikeGraph[edge[0]][edge[1]]['weight'] > maxDist:\n",
    "        continue\n",
    "        \n",
    "    #### TODO: Only if origin/destination are in some travel band from city center\n",
    "    distToTheCenterOrigin = bikeGraph.node[edge[0]]['distToCenter']\n",
    "    distToTheCenterDest = bikeGraph.node[edge[1]]['distToCenter']\n",
    "\n",
    "    #Only if it's within the appropriate band of the city center\n",
    "    if (distToTheCenterOrigin < minCenterDist) or (distToTheCenterOrigin > maxCenterDist) or (distToTheCenterDest < minCenterDist) or (distToTheCenterDest > maxCenterDist):\n",
    "        continue\n",
    "    \n",
    "        \n",
    "    master.line( \n",
    "        x= [locations[pt][0] for pt in edge],\n",
    "        y= [locations[pt][1] for pt in edge],\n",
    "        color=routeColor,\n",
    "        )\n",
    "    \n",
    "    if routeColor == 'blue':\n",
    "        bNum += 1\n",
    "    elif routeColor == 'green':\n",
    "        gNum += 1\n",
    "    else:\n",
    "        oNum +=1\n",
    "    \n",
    "\n",
    "#     if minTimeModeOfTransportColor(edge) == 'blue':\n",
    "#         b.line( \n",
    "#             x= [locations[pt][0] for pt in edge],\n",
    "#             y= [locations[pt][1] for pt in edge],\n",
    "#             color='blue',\n",
    "#         )\n",
    "#     elif minTimeModeOfTransportColor(edge) == 'orange':\n",
    "#         o.line( \n",
    "#             x= [locations[pt][0] for pt in edge],\n",
    "#             y= [locations[pt][1] for pt in edge],\n",
    "#             color=\"orange\",\n",
    "#         )\n",
    "#     else:\n",
    "#         g.line( \n",
    "#             x= [locations[pt][0] for pt in edge],\n",
    "#             y= [locations[pt][1] for pt in edge],\n",
    "#             color=\"green\",\n",
    "#         )\n",
    " \n",
    "    \n",
    "for node in bikeGraph.nodes():\n",
    "    x = [locations[node][0]]\n",
    "    y = [locations[node][1]]\n",
    "    \n",
    "    distToTheCenter = bikeGraph.node[node]['distToCenter']\n",
    "    #Only if it's within the appropriate band of the city center\n",
    "    if distToTheCenter < minCenterDist or distToTheCenter > maxCenterDist:\n",
    "        continue\n",
    "    \n",
    "    \n",
    "    master.circle(\n",
    "        x, y, \n",
    "        radius = 0.003, \n",
    "        fill_color = \"gray\", \n",
    "        line_alpha=0)\n",
    "\n",
    "    master.text(\n",
    "        x, y, \n",
    "        text = {'value':str(node)}, \n",
    "        text_font_size = str(5) + \"pt\", \n",
    "        text_alpha = 1,\n",
    "        text_align='center',\n",
    "        text_font_style='bold')\n",
    "    \n",
    "    \n",
    "    \n",
    "#     b.circle(\n",
    "#         x, y, \n",
    "#         radius = 0.003, \n",
    "#         fill_color = \"gray\", \n",
    "#         line_alpha=0)\n",
    "\n",
    "#     b.text(\n",
    "#         x, y, \n",
    "#         text = {'value':str(node)}, \n",
    "#         text_font_size = str(5) + \"pt\", \n",
    "#         text_alpha = 1,\n",
    "#         text_align='center',\n",
    "#         text_font_style='bold')\n",
    "#     ###########################\n",
    "#     o.circle(\n",
    "#         x, y, \n",
    "#         radius = 0.003, \n",
    "#         fill_color = \"gray\", \n",
    "#         line_alpha=0)\n",
    "\n",
    "#     o.text(\n",
    "#         x, y, \n",
    "#         text = {'value':str(node)}, \n",
    "#         text_font_size = str(5) + \"pt\", \n",
    "#         text_alpha = 1,\n",
    "#         text_align='center',\n",
    "#         text_font_style='bold')\n",
    "#     ##############################\n",
    "#     g.circle(\n",
    "#         x, y, \n",
    "#         radius = 0.003, \n",
    "#         fill_color = \"gray\", \n",
    "#         line_alpha=0)\n",
    "\n",
    "#     g.text(\n",
    "#         x, y, \n",
    "#         text = {'value':str(node)}, \n",
    "#         text_font_size = str(5) + \"pt\", \n",
    "#         text_alpha = 1,\n",
    "#         text_align='center',\n",
    "#         text_font_style='bold')\n",
    "        \n",
    "        \n",
    "#Plot city center\n",
    "master.circle(\n",
    "    1.6,\n",
    "    1.51, \n",
    "    radius = 0.003, \n",
    "    fill_color = \"yellow\",         \n",
    "    line_alpha=0)\n",
    "\n",
    "# b.savefig(\"bike-\"+str(minDist)+\"-\"+str(maxDist)+\".png\")\n",
    "#show(b) #BIKE\n",
    "\n",
    "# o.savefig(\"uber-\"+str(minDist)+\"-\"+str(maxDist)+\".png\")\n",
    "#show(o) #UBER\n",
    "\n",
    "# g.savefig(\"train-\"+str(minDist)+\"-\"+str(maxDist)+\".png\")\n",
    "#show(g) #TRAINS\n",
    "\n",
    "# plt.savefig(\"master-\"+str(minDist)+\"-\"+str(maxDist)+\".png\")\n",
    "show(master)\n",
    "\n",
    "print(\"range\",minDist,maxDist)\n",
    "print(\"proximityToCenter\",minCenterDist,maxCenterDist)\n",
    "print(\"Bike total\", bNum)\n",
    "print(\"Uber total\", oNum)\n",
    "print(\"Train total\", gNum)\n",
    "\n",
    "# Tip: Drag view slightly to the top-right corner to see the output of this specific experiement\n",
    "# Tweak the values above to continue testing with different parameters\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    " #print(nx.clustering(bikeGraph))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Results of tweaking values for the final experiment can be found in this git repo's APPENDIX pdf file.\n",
    "# More information can be found in the README."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}