AvailabilityViewer.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": true,
    "require": [
     "base/js/events",
     "datatables.net",
     "d3",
     "chartjs",
     "dt-config",
     "dt-components",
     "dt-graph-objects",
     "dt-toolbar",
     "dt-tooltips",
     "jupyter-datatables"
    ]
   },
   "outputs": [
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "        'use strict';\n",
       "        \n",
       "        const href = \"https://cdn.datatables.net/v/dt/dt-1.10.18/af-2.3.3/b-1.5.6/b-colvis-1.5.6/b-flash-1.5.6/b-html5-1.5.6/b-print-1.5.6/cr-1.5.0/fc-3.2.5/fh-3.1.4/kt-2.5.0/r-2.2.2/rg-1.1.0/rr-1.2.4/sc-2.0.0/sl-1.3.0/datatables.min.css\";\n",
       "        const attributes = {'id': 'datatables.min.css'} || {};\n",
       "\n",
       "        if ( !$(`link[href*=\"${href}\"]`).length ) {\n",
       "            let link = document.createElement(\"link\");\n",
       "\n",
       "            link.rel = \"stylesheet\";\n",
       "            link.type = \"text/css\";\n",
       "            try {\n",
       "                link.href = requirejs.toUrl(href, 'css');\n",
       "            } catch (error) {\n",
       "                link.href = href;\n",
       "            }\n",
       "            \n",
       "            Object.entries(attributes)\n",
       "                .forEach( ([attr, val]) => $(link).attr(attr, val) );\n",
       "            \n",
       "            document.head.appendChild(link);\n",
       "        }\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "        'use strict'\n",
       "        \n",
       "        const style = `.dt-button.is-disabled{background-color:#fff;border-color:#dbdbdb;box-shadow:none;opacity:.5;cursor:not-allowed;pointer-events:none}.dt-chart-toolbar{text-align:left}.dt-chart-settings-container{background-color:#fff;border-bottom-left-radius:6px;border-bottom-right-radius:6px;border-top:2px solid #dbdbdb;box-shadow:0 8px 8px rgba(10,10,10,.1);font-size:.875rem;position:absolute;z-index:20}.dt-chart-settings{font-family:BlinkMacSystemFont,-apple-system,\"Segoe UI\",Roboto,Oxygen,Ubuntu,Cantarell,\"Fira Sans\",\"Droid Sans\",\"Helvetica Neue\",Helvetica,Arial,sans-serif;font-size:1.10rem}.dt-chart-menu-label:first-child{margin-top:5px;margin-left:5px;font-size:.85em}table.dataTable{border-collapse:separate !important;border-spacing:0;clear:both;table-layout:auto !important}table.dataTable thead th,table.dataTable thead td{padding:10px 18px;border-bottom:thin solid #ddd}table.dataTable td.column-data-preview{padding:11px 7px}.dataTables_scrollBody{z-index:auto}.dataTables_scrollBody thead:not(.data-preview){visibility:collapse}.dataTables_wrapper.no-footer .dataTables_scrollBody{padding-bottom:20px;border-bottom:0}.dataTables_wrapper.no-footer div.dataTables_scrollBody>table{border-top:thin solid #ddd;border-bottom:thin solid #ddd}.dataTables_wrapper input{display:inline-block;padding:.375rem .75rem;height:calc(2.75rem + 5px);line-height:1.5;color:#495057;background-color:#fff;background-clip:padding-box;border:thin solid #ced4da;border-radius:.25rem;transition:border-color .15s ease-in-out,box-shadow .15s ease-in-out}.dataTables_wrapper label{margin-right:0 !important;margin-bottom:11px;box-sizing:border-box;white-space:nowrap}.dataTables_wrapper select{display:inline-block;padding:.375rem 2.75rem .375rem 1.75rem;height:calc(2.75rem + 5px);line-height:1.5;vertical-align:middle;background:#fff url(\"data:image/svg+xml;charset=utf8,%3Csvgxmlns='http://www.w3.org/2000/svg'viewBox='0045'%3E%3Cpathfill='%23343a40'd='M20L02h4zm05L03h4z'/%3E%3C/svg%3E\") no-repeat right .75rem center;background-size:auto 11px;border:thin solid #ced4da;border-radius:.25rem;-webkit-appearance:none;-moz-appearance:none}.dataTables_wrapper select.dtype{padding:0 1.75rem;font-size:9px;height:calc(1.25rem + 5px);background:#ffdd57;color:rgba(0,0,0,.7);border:0;border-radius:.25rem;text-transform:uppercase}`;\n",
       "        const attributes = {'id': 'jupyter-datatables-css'} || {};\n",
       "        \n",
       "        let id = attributes.id;\n",
       "        let elem_exists = id ? $(`style#${id}`).length > 0 : false;\n",
       "        \n",
       "        let e = elem_exists ? document.querySelector(`style#${id}`)\n",
       "                            : document.createElement(\"style\");\n",
       "        \n",
       "        $(e).text(`${style}`).attr('type', 'text/css');\n",
       "        \n",
       "        Object.entries(attributes)\n",
       "            .forEach( ([attr, val]) => $(e).attr(attr, val) );\n",
       "\n",
       "        if (!elem_exists) document.head.appendChild(e);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "        'use strict';\n",
       "    \n",
       "        const script = `define('dt-config', ['underscore', 'moment'], function (_, moment) {\n",
       "\n",
       "  let mapDType = (dtypes, target) => _.object(_.zip(dtypes, new Array(dtypes.length).fill(target)))\n",
       "\n",
       "  $.fn.dataTable.defaults.dateDisplayFormat = 'YYYYMMDD'\n",
       "  $.fn.dataTable.defaults.formatDate = (t, format) => moment(t, format || $.fn.dataTable.defaults.dateDisplayFormat)\n",
       "\n",
       "  $.fn.dataTable.defaults.dTypeMap = {\n",
       "    ...mapDType(['int8', 'int16', 'int32', 'int64', 'float8', 'float16', 'float32', 'float64'], 'num'),\n",
       "    ...mapDType(['datetime8[ns]', 'datetime16[ns]', 'datetime32[ns]', 'datetime64[ns]'], 'date'),\n",
       "    ...mapDType(['timedelta8[ns]', 'timedelta16[ns]', 'timedelta32[ns]', 'timedelta64[ns]'], 'string'), // TODO: Custom type \\`timedelta\\`\n",
       "    ...mapDType(['object', 'string'], 'string'),\n",
       "    ...mapDType(['bool'], 'boolean'),\n",
       "    ...mapDType(['default'], 'num')\n",
       "  }\n",
       "\n",
       "  $.fn.dataTable.defaults.chartMap = {\n",
       "    boolean: ['CategoricalBar', 'Histogram'],\n",
       "    date: ['CategoricalBar', 'Histogram'],\n",
       "    num: ['Histogram', 'CategoricalBar', 'Bar', 'Line'],\n",
       "    string: ['CategoricalBar'],\n",
       "\n",
       "    undefined: ['Bar']\n",
       "  }\n",
       "\n",
       "  return $.fn.dataTable.defaults\n",
       "})\n",
       "`;\n",
       "        const attributes = {'id': 'dt-config-js'} || {};\n",
       "        \n",
       "        let id = attributes.id;\n",
       "        let elem_exists = id ? $(`script#${id}`).length > 0 : false;\n",
       "        \n",
       "        let e = elem_exists ? document.querySelector(`script#${id}`)\n",
       "                            : document.createElement(\"script\");\n",
       "        \n",
       "        $(e).text(`${script}`).attr('type', 'text/javascript');\n",
       "        \n",
       "        Object.entries(attributes)\n",
       "            .forEach( ([attr, val]) => $(e).attr(attr, val) );\n",
       "\n",
       "        if (!elem_exists) document.head.appendChild(e);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "        'use strict';\n",
       "    \n",
       "        const script = `/**\n",
       " * Jupyter DataTables\n",
       " *\n",
       " * @module\n",
       " * @summary     Jupyter DataTables\n",
       " * @description Jupyter interactive pandas DataFrame representation leveraging pandas, DataTables and ChartJS.\n",
       " * @file        components.js\n",
       " * @author      Marek Cermak\n",
       " * @contact     macermak@redhat.com\n",
       " * @copyright   Copyright 2019 Marek Cermak <macermak@redhat.com>\n",
       " *\n",
       " * This source file is free software, available under the following license:\n",
       " *   MIT license\n",
       " *\n",
       " * This source file is distributed in the hope that it will be useful, but\n",
       " * WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY\n",
       " * or FITNESS FOR A PARTICULAR PURPOSE. See the license files for details.\n",
       " *\n",
       " * For details please refer to: https://github.com/CermakM/jupyter-datatables\n",
       " */\n",
       "\n",
       "define('dt-components', ['underscore'], function (_) {\n",
       "\n",
       "  _.templateSettings = {\n",
       "    escape: /\\{\\{%-([\\s\\S]+?)%\\}\\}/g,\n",
       "    evaluate: /\\{\\{%([\\s\\S]+?)%\\}\\}/g,\n",
       "    interpolate: /\\{\\{(.+?)\\}\\}/g\n",
       "  }\n",
       "\n",
       "\n",
       "  class DTContainer extends HTMLDivElement {\n",
       "    constructor() {\n",
       "      super()\n",
       "\n",
       "      this.attachShadow({ mode: 'open' })\n",
       "\n",
       "      // Bulma CSS\n",
       "      const bulmaStyle = document.createElement('style')\n",
       "      bulmaStyle.textContent = '@import url(https://cdnjs.cloudflare.com/ajax/libs/bulma/0.7.5/css/bulma.min.css);'\n",
       "\n",
       "      this.shadowRoot.appendChild(bulmaStyle)\n",
       "\n",
       "      // Jupyter DataTables CSS\n",
       "      $(this.shadowRoot).append($('style#jupyter-datatables-css').clone())\n",
       "\n",
       "      // classes\n",
       "      this.classList.add('dt-container')\n",
       "    }\n",
       "\n",
       "    connectedCallback() {\n",
       "      // FontAwesome icons\n",
       "      const fas = document.querySelector('link[href*=\"fontawesome\"]')\n",
       "\n",
       "      if (fas) {\n",
       "        this.shadowRoot.appendChild(fas.cloneNode())\n",
       "      }\n",
       "    }\n",
       "\n",
       "    append(e) {\n",
       "      this.shadowRoot.append(e)\n",
       "    }\n",
       "\n",
       "    appendChild(node) {\n",
       "      this.shadowRoot.appendChild(node)\n",
       "    }\n",
       "  }\n",
       "\n",
       "\n",
       "  class DTChartList extends HTMLUListElement {\n",
       "    constructor() {\n",
       "      super()\n",
       "\n",
       "      for (const chartName in $.fn.dataTable.defaults.graphObjects) {\n",
       "        const li = document.createElement('li')\n",
       "        const a = document.createElement('a')\n",
       "\n",
       "        a.setAttribute('role', 'button')\n",
       "        a.setAttribute('aria-disabled', false)\n",
       "        a.setAttribute('aria-pressed', false)\n",
       "\n",
       "        a.setAttribute('data-chart_name', chartName)\n",
       "        a.setAttribute('data-label', 'button-chart-type')\n",
       "\n",
       "        a.style = 'text-transform: capitalize'\n",
       "        a.textContent = \\`\\${chartName} chart\\`\n",
       "\n",
       "        a.classList.add('dt-button')\n",
       "        a.classList.add('dt-chart-type')\n",
       "\n",
       "        li.appendChild(a)\n",
       "\n",
       "        this.appendChild(li)\n",
       "      }\n",
       "\n",
       "      this.classList.add('menu-list')\n",
       "      this.classList.add('dt-chart-list')\n",
       "    }\n",
       "  }\n",
       "\n",
       "  customElements.define('dt-container', DTContainer, { extends: 'div' })\n",
       "  customElements.define('dt-chart-list', DTChartList, { extends: 'ul' })\n",
       "\n",
       "\n",
       "  /* Templates */\n",
       "\n",
       "  const DTSettingsButtonComponentTemplate = _.template(\\`\n",
       "    <div class=\"button is-small dt-chart-settings-button\">\n",
       "        <figure class=\"bd-link-figure\">\n",
       "            <span class=\"icon\">\n",
       "                <i class=\"fas fa-ellipsis-v\"></i>\n",
       "            </span>\n",
       "\n",
       "        </figure>\n",
       "    </div>\n",
       "  \\`)\n",
       "\n",
       "  const DTSettingsComponentTemplate = _.template(\\`\n",
       "    <div class=\"menu dt-chart-settings\">\n",
       "        <p class=\"menu-label dt-chart-menu-label\">Charts</p>\n",
       "        <ul class=\"menu-list\">\n",
       "            <li>\n",
       "                <a>Kind</a>\n",
       "                <ul is=\"dt-chart-list\"></ul>\n",
       "            </li>\n",
       "        </ul>\n",
       "    </div>\n",
       "  \\`)\n",
       "\n",
       "  let createElementFromTemplate = function (template, context) {\n",
       "    let tmp = document.implementation.createHTMLDocument()\n",
       "    tmp.body.innerHTML = template(context)\n",
       "\n",
       "    return tmp.body.children[0]\n",
       "  }\n",
       "\n",
       "\n",
       "  return {\n",
       "    createElementFromTemplate: createElementFromTemplate,\n",
       "\n",
       "    DTChartList: DTChartList,\n",
       "    DTContainer: DTContainer,\n",
       "\n",
       "    templates: {\n",
       "      DTSettingsButtonComponentTemplate: DTSettingsButtonComponentTemplate,\n",
       "      DTSettingsComponentTemplate: DTSettingsComponentTemplate,\n",
       "    }\n",
       "  }\n",
       "})\n",
       "`;\n",
       "        const attributes = {'id': 'dt-components-js'} || {};\n",
       "        \n",
       "        let id = attributes.id;\n",
       "        let elem_exists = id ? $(`script#${id}`).length > 0 : false;\n",
       "        \n",
       "        let e = elem_exists ? document.querySelector(`script#${id}`)\n",
       "                            : document.createElement(\"script\");\n",
       "        \n",
       "        $(e).text(`${script}`).attr('type', 'text/javascript');\n",
       "        \n",
       "        Object.entries(attributes)\n",
       "            .forEach( ([attr, val]) => $(e).attr(attr, val) );\n",
       "\n",
       "        if (!elem_exists) document.head.appendChild(e);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "        'use strict';\n",
       "    \n",
       "        const script = `/**\n",
       " * Jupyter DataTables\n",
       " *\n",
       " * @module\n",
       " * @summary     Jupyter DataTables\n",
       " * @description Jupyter interactive pandas DataFrame representation leveraging pandas, DataTables and ChartJS.\n",
       " * @file        graph-objects.js\n",
       " * @author      Marek Cermak\n",
       " * @contact     macermak@redhat.com\n",
       " * @copyright   Copyright 2019 Marek Cermak <macermak@redhat.com>\n",
       " *\n",
       " * This source file is free software, available under the following license:\n",
       " *   MIT license\n",
       " *\n",
       " * This source file is distributed in the hope that it will be useful, but\n",
       " * WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY\n",
       " * or FITNESS FOR A PARTICULAR PURPOSE. See the license files for details.\n",
       " *\n",
       " * For details please refer to: https://github.com/CermakM/jupyter-datatables\n",
       " */\n",
       "\n",
       "define('dt-graph-objects', ['moment', 'chartjs'], function (moment, chartjs) {\n",
       "  const d3 = Object.assign({}, require('d3'), require('d3-array')) // extend the d3 with d3-array\n",
       "\n",
       "  Chart.defaults.scale.gridLines.display = false\n",
       "\n",
       "  const layout = Chart.defaults.global.layout\n",
       "\n",
       "  layout.width = '167.5px'\n",
       "  layout.margin = 'auto'\n",
       "  layout.padding = { left: 2, right: 2, top: 5, bottom: 5 }\n",
       "\n",
       "  let Line = function (data, index, dtype) {\n",
       "    this.name = 'Line'\n",
       "\n",
       "    if (_.isUndefined(index)) {\n",
       "      index = [{\n",
       "        data: d3.range(0, data.length),\n",
       "        dtype: 'num',\n",
       "        level: 0\n",
       "      }]\n",
       "    }\n",
       "\n",
       "    index = index[0] // TODO: Handle multi-index\n",
       "\n",
       "    let labels = index.data\n",
       "\n",
       "    if (index.dtype === 'date') {\n",
       "      labels = labels.map(d => moment(d))\n",
       "    }\n",
       "\n",
       "    console.debug('Line plot data: ', data, 'labels: ', labels)\n",
       "\n",
       "    let canvas = $('<canvas>')\n",
       "      .attr('width', layout.width)\n",
       "      .css('margin', layout.margin)\n",
       "\n",
       "    let ctx = canvas.get(0).getContext('2d')\n",
       "\n",
       "    let chart = new Chart(ctx, {\n",
       "      type: 'line',\n",
       "      data: {\n",
       "        labels: labels,\n",
       "        datasets: [{\n",
       "          data: data,\n",
       "          backgroundColor: 'rgb(255, 99, 132, 0.6)',\n",
       "          borderColor: 'rgb(255, 99, 132)',\n",
       "          borderWidth: 1\n",
       "        }]\n",
       "      },\n",
       "      options: {\n",
       "        legend: {\n",
       "          display: false\n",
       "        },\n",
       "        scales: {\n",
       "          xAxes: [{\n",
       "            ...(index.dtype === 'date' ? { type: 'time' } : {}),\n",
       "            display: false\n",
       "          }],\n",
       "          yAxes: [{\n",
       "            display: false,\n",
       "            ticks: {\n",
       "              beginAtZero: true\n",
       "            }\n",
       "          }]\n",
       "        },\n",
       "        responsive: false\n",
       "      }\n",
       "    })\n",
       "\n",
       "    return chart\n",
       "  }\n",
       "\n",
       "  let Scatter = function (data, index, dtype) {\n",
       "    this.name = 'Scatter'\n",
       "\n",
       "    if (_.isUndefined(index)) {\n",
       "      index = [{\n",
       "        data: d3.range(0, data.length),\n",
       "        dtype: 'num',\n",
       "        level: 0\n",
       "      }]\n",
       "    }\n",
       "\n",
       "    index = index[0] // TODO: Handle multi-index\n",
       "\n",
       "    data = data.map((d, i) => {\n",
       "      return {\n",
       "        x: index.data[i],\n",
       "        y: d\n",
       "      }\n",
       "    })\n",
       "\n",
       "    console.debug('Scatter plot data: ', data)\n",
       "\n",
       "    let canvas = $('<canvas>')\n",
       "      .attr('width', layout.width)\n",
       "      .css('margin', layout.margin)\n",
       "\n",
       "    let ctx = canvas.get(0).getContext('2d')\n",
       "\n",
       "    let chart = new Chart(ctx, {\n",
       "      type: 'scatter',\n",
       "      data: {\n",
       "        datasets: [{\n",
       "          data: data,\n",
       "          backgroundColor: 'rgb(255, 99, 132, 0.6)',\n",
       "          borderColor: 'rgb(255, 99, 132)',\n",
       "          borderWidth: 1\n",
       "        }]\n",
       "      },\n",
       "      options: {\n",
       "        legend: {\n",
       "          display: false\n",
       "        },\n",
       "        scales: {\n",
       "          xAxes: [{\n",
       "            ...(index.dtype === 'date' ? { type: 'time' } : {}),\n",
       "            display: false\n",
       "          }],\n",
       "          yAxes: [{\n",
       "            display: false,\n",
       "            ticks: {\n",
       "              beginAtZero: true\n",
       "            }\n",
       "          }]\n",
       "        },\n",
       "        responsive: false\n",
       "      }\n",
       "    })\n",
       "\n",
       "    return chart\n",
       "  }\n",
       "\n",
       "  let Bar = function (data, index, dtype) {\n",
       "    this.name = 'Bar'\n",
       "\n",
       "    if (_.isUndefined(index)) {\n",
       "      index = [{\n",
       "        data: d3.range(0, data.length),\n",
       "        dtype: 'num',\n",
       "        level: 0\n",
       "      }]\n",
       "    }\n",
       "\n",
       "    index = index[0] // TODO: Handle multi-index\n",
       "\n",
       "    let labels = index.data\n",
       "\n",
       "    if (index.dtype === 'date') {\n",
       "      labels = labels.map(d => $.fn.dataTable.defaults.formatDate(d))\n",
       "    }\n",
       "\n",
       "    console.debug('Bar plot data: ', data, 'labels: ', labels)\n",
       "\n",
       "    let canvas = $('<canvas>')\n",
       "      .attr('width', layout.width)\n",
       "      .css('margin', layout.margin)\n",
       "\n",
       "    let ctx = canvas.get(0).getContext('2d')\n",
       "\n",
       "    let chart = new Chart(ctx, {\n",
       "      type: 'bar',\n",
       "      data: {\n",
       "        labels: labels,\n",
       "        datasets: [{\n",
       "          data: data,\n",
       "          backgroundColor: 'rgb(255, 99, 132)',\n",
       "          borderColor: 'rgb(255, 99, 132)',\n",
       "          borderWidth: 1\n",
       "        }]\n",
       "      },\n",
       "      options: {\n",
       "        legend: {\n",
       "          display: false\n",
       "        },\n",
       "        scales: {\n",
       "          xAxes: [{\n",
       "            ...(index.dtype === 'date' ? { type: 'time' } : {}),\n",
       "            display: false\n",
       "          }],\n",
       "          yAxes: [{\n",
       "            display: false,\n",
       "            ticks: {\n",
       "              beginAtZero: true\n",
       "            }\n",
       "          }]\n",
       "        },\n",
       "        responsive: false\n",
       "      }\n",
       "    })\n",
       "\n",
       "    return chart\n",
       "  }\n",
       "\n",
       "  let CategoricalBar = function (data, index, dtype) {\n",
       "    this.name = 'CategoricalBar'\n",
       "\n",
       "    const grouped = d3.nest()\n",
       "      .key(d => d)\n",
       "      .rollup(d => d.length)\n",
       "      .entries(data)\n",
       "\n",
       "    const values = grouped.map(d => d.value)\n",
       "    const labels = grouped.map(d => d.key)\n",
       "\n",
       "    index = [{ level: 0, data: labels, dtype: dtype }]\n",
       "    const chart = Bar(values, index, 'num')\n",
       "\n",
       "    // point mapping\n",
       "    chart.mapDataPoint = (p) => labels.indexOf(p.value)\n",
       "\n",
       "    return chart\n",
       "  }\n",
       "\n",
       "  let histBinFreedman = function (a) {\n",
       "    return 2 * (d3.quantile(a, 0.75) - d3.quantile(a, 0.25)) * Math.pow(a.length, -1 / 3)\n",
       "  }\n",
       "\n",
       "  let histBinSturges = function (a) {\n",
       "    return (a[a.length - 1] - a[0]) / (Math.log2(a.length) + 1)\n",
       "  }\n",
       "\n",
       "  let histBinAuto = function (a) {\n",
       "    const binWidthFreedman = histBinFreedman(a)\n",
       "    const binWidthSturges = histBinSturges(a)\n",
       "\n",
       "    return binWidthFreedman ? Math.min(binWidthFreedman, binWidthSturges) : binWidthSturges\n",
       "  }\n",
       "\n",
       "  let Histogram = function (data, index, dtype) {\n",
       "    this.name = 'Histogram'\n",
       "\n",
       "    // map to the Number data type and sort\n",
       "    data = Array.prototype.map.call(data, Number).sort(d3.ascending)\n",
       "\n",
       "    console.debug('Histogram data: ', data)\n",
       "\n",
       "    // automatically determine optimal number of bins\n",
       "    const nBins = Math.ceil((data[data.length - 1] - data[0]) / histBinAuto(data))\n",
       "\n",
       "    console.debug('Estimated number of bins: ', nBins)\n",
       "\n",
       "    let xScale = d3.scaleLinear()\n",
       "      .domain(d3.extent(data))\n",
       "      .nice()\n",
       "\n",
       "    let hist = d3.histogram()\n",
       "      .domain(xScale.domain())\n",
       "      .thresholds(xScale.ticks(nBins))\n",
       "\n",
       "    let bins = hist(data)\n",
       "\n",
       "    const histogramData = bins.map((d) => d.length)\n",
       "    const histogramLabels = bins.map((d) => d.x0)\n",
       "\n",
       "    index = [{ level: 0, data: histogramLabels, dtype: dtype }]\n",
       "\n",
       "    const chart = Bar(histogramData, index, 'num')\n",
       "\n",
       "    // point mapping\n",
       "    chart.mapDataPoint = (p) => d3.maxIndex(hist([p.value]))\n",
       "\n",
       "    return chart\n",
       "  }\n",
       "\n",
       "  return {\n",
       "    Bar: Bar,\n",
       "    CategoricalBar: CategoricalBar,\n",
       "    Histogram: Histogram,\n",
       "    Line: Line,\n",
       "    Scatter: Scatter\n",
       "  }\n",
       "})\n",
       "`;\n",
       "        const attributes = {'id': 'dt-graph-objects-js'} || {};\n",
       "        \n",
       "        let id = attributes.id;\n",
       "        let elem_exists = id ? $(`script#${id}`).length > 0 : false;\n",
       "        \n",
       "        let e = elem_exists ? document.querySelector(`script#${id}`)\n",
       "                            : document.createElement(\"script\");\n",
       "        \n",
       "        $(e).text(`${script}`).attr('type', 'text/javascript');\n",
       "        \n",
       "        Object.entries(attributes)\n",
       "            .forEach( ([attr, val]) => $(e).attr(attr, val) );\n",
       "\n",
       "        if (!elem_exists) document.head.appendChild(e);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "        'use strict';\n",
       "    \n",
       "        const script = `/**\n",
       " * Jupyter DataTables\n",
       " *\n",
       " * @module\n",
       " * @summary     Jupyter DataTables\n",
       " * @description Jupyter interactive pandas DataFrame representation leveraging pandas, DataTables and ChartJS.\n",
       " * @file        toolbar.js\n",
       " * @author      Marek Cermak\n",
       " * @contact     macermak@redhat.com\n",
       " * @copyright   Copyright 2019 Marek Cermak <macermak@redhat.com>\n",
       " *\n",
       " * This source file is free software, available under the following license:\n",
       " *   MIT license\n",
       " *\n",
       " * This source file is distributed in the hope that it will be useful, but\n",
       " * WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY\n",
       " * or FITNESS FOR A PARTICULAR PURPOSE. See the license files for details.\n",
       " *\n",
       " * For details please refer to: https://github.com/CermakM/jupyter-datatables\n",
       " */\n",
       "\n",
       "define('dt-toolbar', ['dt-components'], function (components) {\n",
       "\n",
       "  const templates = components.templates\n",
       "\n",
       "  return class Toolbar {\n",
       "    constructor(chart, dtype) {\n",
       "      this.chart = chart\n",
       "      this.dtype = dtype\n",
       "\n",
       "      this.settings = components.createElementFromTemplate(templates.DTSettingsComponentTemplate)\n",
       "      this.settingsButton = components.createElementFromTemplate(templates.DTSettingsButtonComponentTemplate)\n",
       "\n",
       "      $(this.settingsButton).click(() => {\n",
       "        if (this.settingsContainer.style.display != 'none') {\n",
       "          // settings already visible, just toggle\n",
       "          $(this.settingsContainer).hide()\n",
       "        } else {\n",
       "          const offset = {}\n",
       "          const margin = { top: 20, left: 0 }\n",
       "\n",
       "          offset.top = $(this.settingsButton).offset().top - $(output_area.element).offset().top\n",
       "          offset.top = offset.top + margin.top\n",
       "\n",
       "          offset.left = $(this.settingsButton).offset().left - $(output_area.element).offset().left\n",
       "          offset.left = offset.left + margin.left\n",
       "\n",
       "          $(this.settingsContainer).css(offset).show()\n",
       "\n",
       "          if (!_.isUndefined(this.dtype)) {\n",
       "            const allowedChartTypes = $.fn.dataTable.defaults.chartMap[this.dtype]\n",
       "\n",
       "            $(this.settings).find('.dt-chart-type').each((i, e) => {\n",
       "              const chartName = e.dataset.chart_name\n",
       "\n",
       "              // check active chart type\n",
       "              $(e).toggleClass('is-active', chartName === chart.name)\n",
       "\n",
       "              // check which chart types are not allowed for the current dtype and disable them\n",
       "              if (!allowedChartTypes.includes(chartName)) {\n",
       "                $(e).addClass('is-disabled')\n",
       "                console.debug(\\`Chart type '\\${chartName}' is not allowed for dtype '\\${dtype}'\\`)\n",
       "              } else {\n",
       "                // in case dtype changes for some reason\n",
       "                $(e).removeClass('is-disabled')\n",
       "              }\n",
       "            })\n",
       "          }\n",
       "\n",
       "          // click anywhere else hides the settings\n",
       "          setTimeout(() => {\n",
       "            $(document).one('click', () => $(this.settingsContainer).hide())\n",
       "          }, 20)\n",
       "        }\n",
       "      })\n",
       "\n",
       "      this.settingsContainer = document.createElement('div', { is: 'dt-container' })\n",
       "      this.settingsContainer.classList.add('dt-chart-settings-container')\n",
       "\n",
       "      $(this.settingsContainer).append(this.settings)\n",
       "      $(this.settingsContainer).css({ position: 'absolute' })\n",
       "      $(this.settingsContainer).hide()\n",
       "\n",
       "      // Append to the output area to allow overlay\n",
       "      const output_area = Jupyter.notebook.get_executed_cell().output_area\n",
       "      $(output_area.element).append(this.settingsContainer)\n",
       "\n",
       "      this.container = document.createElement('div', { is: 'dt-container' })\n",
       "      this.container.classList.add('dt-chart-toolbar')\n",
       "\n",
       "      $(this.container).append(this.settingsButton)\n",
       "    }\n",
       "\n",
       "    empty() {\n",
       "      this.destroy(false)\n",
       "    }\n",
       "\n",
       "    destroy(container = true) {\n",
       "      this.settings.remove()\n",
       "      this.settingsButton.remove()\n",
       "      this.settingsContainer.remove()\n",
       "\n",
       "      // finally remove the toolbar container itself if \\`container\\` is specified\n",
       "      if (container) { this.container.remove() } else { $(this.container).empty() } // remove all children but leave the container\n",
       "    }\n",
       "\n",
       "    onClick(callback, selector) {\n",
       "      let selection = $(this.settings).find(selector)\n",
       "\n",
       "      if (selection.length <= 0) { throw new Error(\\`Selector '\\${selector}' dit not match any elements.\\`) }\n",
       "\n",
       "      selection.each((i, elt) => {\n",
       "        $(elt).click(e => {\n",
       "          e.preventDefault()\n",
       "\n",
       "          callback.call(elt, e, this.chart)\n",
       "        })\n",
       "      })\n",
       "    }\n",
       "  }\n",
       "\n",
       "})\n",
       "`;\n",
       "        const attributes = {'id': 'dt-toolbar-js'} || {};\n",
       "        \n",
       "        let id = attributes.id;\n",
       "        let elem_exists = id ? $(`script#${id}`).length > 0 : false;\n",
       "        \n",
       "        let e = elem_exists ? document.querySelector(`script#${id}`)\n",
       "                            : document.createElement(\"script\");\n",
       "        \n",
       "        $(e).text(`${script}`).attr('type', 'text/javascript');\n",
       "        \n",
       "        Object.entries(attributes)\n",
       "            .forEach( ([attr, val]) => $(e).attr(attr, val) );\n",
       "\n",
       "        if (!elem_exists) document.head.appendChild(e);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "        'use strict';\n",
       "    \n",
       "        const script = `define('dt-tooltips', ['underscore'], function (_) {\n",
       "\n",
       "  let showTooltip = function (chart, pointIndex, datasetIndex = 0) {\n",
       "    if (chart.animating) return // chart is still in animation process\n",
       "\n",
       "    if (_.isUndefined(chart.tooltip._active)) { chart.tooltip._active = [] }\n",
       "\n",
       "    let activeElements = chart.tooltip._active\n",
       "    let requestedElement = chart.getDatasetMeta(datasetIndex).data[pointIndex]\n",
       "\n",
       "    for (var i = 0; i < activeElements.length; i++) {\n",
       "      if (requestedElement._index == activeElements[i]._index) { return }\n",
       "    }\n",
       "\n",
       "    activeElements.push(requestedElement)\n",
       "\n",
       "    chart.tooltip._active = activeElements\n",
       "    chart.tooltip.update(true)\n",
       "    chart.tooltip.pivot()\n",
       "    chart.draw()\n",
       "  }\n",
       "\n",
       "  let hideTooltip = function (chart, pointIndex, datasetIndex = 0) {\n",
       "    let activeElements = chart.tooltip._active\n",
       "    if (_.isUndefined(activeElements) || activeElements.length == 0) { return }\n",
       "\n",
       "    let requestedElement = chart.getDatasetMeta(datasetIndex).data[pointIndex]\n",
       "    for (var i = 0; i < activeElements.length; i++) {\n",
       "      if (requestedElement._index == activeElements[i]._index) {\n",
       "        activeElements.splice(i, 1)\n",
       "        break\n",
       "      }\n",
       "    }\n",
       "\n",
       "    chart.tooltip._active = activeElements\n",
       "    chart.tooltip.update(true)\n",
       "    chart.draw()\n",
       "  }\n",
       "\n",
       "  let hideAllTooltips = function (chart) {\n",
       "    let activeElements = chart.tooltip._active\n",
       "    if (_.isUndefined(activeElements) || activeElements.length == 0) { return }\n",
       "\n",
       "    activeElements = []\n",
       "\n",
       "    chart.tooltip._active = activeElements\n",
       "    chart.tooltip.update(true)\n",
       "    chart.draw()\n",
       "  }\n",
       "\n",
       "  return {\n",
       "    showTooltip: showTooltip,\n",
       "    hideTooltip: hideTooltip,\n",
       "\n",
       "    hideAllTooltips: hideAllTooltips\n",
       "  }\n",
       "})\n",
       "`;\n",
       "        const attributes = {'id': 'dt-tooltips-js'} || {};\n",
       "        \n",
       "        let id = attributes.id;\n",
       "        let elem_exists = id ? $(`script#${id}`).length > 0 : false;\n",
       "        \n",
       "        let e = elem_exists ? document.querySelector(`script#${id}`)\n",
       "                            : document.createElement(\"script\");\n",
       "        \n",
       "        $(e).text(`${script}`).attr('type', 'text/javascript');\n",
       "        \n",
       "        Object.entries(attributes)\n",
       "            .forEach( ([attr, val]) => $(e).attr(attr, val) );\n",
       "\n",
       "        if (!elem_exists) document.head.appendChild(e);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "        'use strict';\n",
       "    \n",
       "        const script = `/**\n",
       " * Jupyter DataTables\n",
       " *\n",
       " * @module\n",
       " * @summary     Jupyter DataTables\n",
       " * @description Jupyter interactive pandas DataFrame representation leveraging pandas, DataTables and ChartJS.\n",
       " * @file        jupyter-datatables.js\n",
       " * @author      Marek Cermak\n",
       " * @contact     macermak@redhat.com\n",
       " * @copyright   Copyright 2019 Marek Cermak <macermak@redhat.com>\n",
       " *\n",
       " * This source file is free software, available under the following license:\n",
       " *   MIT license\n",
       " *\n",
       " * This source file is distributed in the hope that it will be useful, but\n",
       " * WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY\n",
       " * or FITNESS FOR A PARTICULAR PURPOSE. See the license files for details.\n",
       " *\n",
       " * For details please refer to: https://github.com/CermakM/jupyter-datatables\n",
       " */\n",
       "\n",
       "define('jupyter-datatables', [\n",
       "  'underscore',\n",
       "  'moment',\n",
       "  'dt-config',\n",
       "  'dt-components',\n",
       "  'dt-graph-objects',\n",
       "  'dt-toolbar',\n",
       "  'dt-tooltips',\n",
       "], function (_, moment, config, components, go, Toolbar, tooltips) {\n",
       "  require('datatables.net')\n",
       "\n",
       "  const d3 = require('d3')\n",
       "  const events = require('base/js/events')\n",
       "\n",
       "  config.graphObjects = Object(go)\n",
       "\n",
       "  $.fn.dataTable.Api.register('row.create()', function () {\n",
       "    let row = $(this.row(0).node())\n",
       "      .clone()\n",
       "      .removeClass()\n",
       "\n",
       "    row\n",
       "      .children()\n",
       "      .empty()\n",
       "\n",
       "    return row\n",
       "  })\n",
       "\n",
       "  /**\n",
       "\t * Boolean type detector\n",
       "\t */\n",
       "  $.fn.dataTable.ext.type.detect.unshift(function (data) {\n",
       "    const dtype = 'boolean'\n",
       "\n",
       "    if (_.isBoolean(data)) {\n",
       "      return dtype\n",
       "    } else if (_.isString(data)) {\n",
       "      return (/true|false/i).test(data.toLowerCase()) ? dtype : null\n",
       "    }\n",
       "\n",
       "    return null\n",
       "  })\n",
       "\n",
       "  let createDTypePreview = function (dtype) {\n",
       "    const dTypeContainer = $('<div>')\n",
       "      .attr('class', 'dtype-container')\n",
       "\n",
       "    // dtype element\n",
       "    const dTypeSelect = $('<select>')\n",
       "      .attr('role', 'option')\n",
       "      .attr('class', 'dtype')\n",
       "      .appendTo(dTypeContainer)\n",
       "\n",
       "    const dTypeOptions = [\n",
       "      $('<option>').attr('value', dtype).text(dtype)\n",
       "      // TODO: other options suitable for this column\n",
       "    ]\n",
       "\n",
       "    dTypeOptions.forEach((opt) => opt.appendTo(dTypeSelect))\n",
       "\n",
       "    return dTypeContainer\n",
       "  }\n",
       "\n",
       "  let createDataToolbar = function (chart, data, index, dtype) {\n",
       "    const toolbar = new Toolbar(chart, dtype)\n",
       "\n",
       "    setTimeout(() => {\n",
       "      toolbar.onClick(function (event, chart) {\n",
       "        if ($(event.target).hasClass('is-active')) {\n",
       "          event.preventDefault() // do not propagate\n",
       "\n",
       "          console.debug(\\`Chart '\\${chart.name}' is already set. Skipping chart update.\\`)\n",
       "          return\n",
       "        }\n",
       "\n",
       "        console.debug('Updating chart:', chart)\n",
       "\n",
       "        const go = this.dataset.chart_name\n",
       "\n",
       "        chart.toolbar.empty()\n",
       "        chart.destroy()\n",
       "\n",
       "        chart.container.replaceWith(createDataPreview(data, index, dtype, go))\n",
       "      }, 'a.dt-chart-type')\n",
       "    }, 100)\n",
       "\n",
       "    return toolbar\n",
       "  }\n",
       "\n",
       "  let createDataPreview = function (data, index, dtype, go) {\n",
       "    console.debug('Creating data preview.', data, index, dtype)\n",
       "\n",
       "    if (_.isUndefined(dtype)) { console.warn('Data type was not provided.') } else if (!_.has(config.chartMap, dtype)) { throw new Error(\\`Unknown dtype '\\${dtype}'.\\`) }\n",
       "\n",
       "    if (index.length > 1) {\n",
       "      console.warn('Multi-index is not supported yet. Picking the 0th level.')\n",
       "      // TODO: handle multi-index\n",
       "    }\n",
       "\n",
       "    let kind, GraphObject, chart\n",
       "\n",
       "    if (_.isUndefined(go)) {\n",
       "      console.warn('Graph object was not provided.')\n",
       "\n",
       "      for (let k of config.chartMap[dtype]) {\n",
       "        if (_.has(config.graphObjects, k)) {\n",
       "          kind = k\n",
       "          GraphObject = config.graphObjects[k]\n",
       "\n",
       "          chart = new GraphObject(data, index, dtype)\n",
       "          if (chart) { break }\n",
       "        }\n",
       "        console.warn('Unknown plot kind: ', k)\n",
       "      }\n",
       "\n",
       "      if (_.isUndefined(kind)) {\n",
       "        throw new Error(\n",
       "          \\`Unable to find graph object for dtype '\\${dtype}' in: \\${config.graphObjects}\\`\n",
       "        )\n",
       "      }\n",
       "    } else {\n",
       "      GraphObject = _.isString(go) ? config.graphObjects[go] : go\n",
       "      chart = new GraphObject(data, index, dtype)\n",
       "    }\n",
       "\n",
       "    // set chart name for future reference\n",
       "    chart.name = GraphObject.name\n",
       "\n",
       "    if (_.isUndefined(chart) || chart === null) {\n",
       "      throw new Error(\n",
       "        \\`Unable to produce graph object for dtype '\\${dtype}'\\`\n",
       "      )\n",
       "    }\n",
       "\n",
       "    registerChartEvents(chart)\n",
       "\n",
       "    console.debug('Data preview has been created: ', chart)\n",
       "\n",
       "    chart.toolbar = createDataToolbar(chart, data, index, dtype)\n",
       "    chart.container = $('<div/>', { class: 'dt-chart-container' })\n",
       "      .append(chart.toolbar.container)\n",
       "      .append(chart.canvas)\n",
       "\n",
       "    return chart.container\n",
       "  }\n",
       "\n",
       "  let createDataTable = function (table, options, buttons) {\n",
       "    return new Promise((resolve) => {\n",
       "      Object.assign(options, {\n",
       "        fnInitComplete: function (settings) {\n",
       "          let dt = settings.oInstance.api()\n",
       "\n",
       "          console.debug('dtype preview initialization.', settings)\n",
       "\n",
       "          let dTypePreviewRow = dt.row.create()\n",
       "            .removeAttr('aria-label')\n",
       "            .attr('class', 'dtype-preview')\n",
       "\n",
       "          dTypePreviewRow\n",
       "            .children().each((i, e) => {\n",
       "              if ($(e).is('th')) { return }\n",
       "\n",
       "              let dtype = settings.aoColumns[i].sType\n",
       "              let dTypePreview = createDTypePreview(dtype)\n",
       "\n",
       "              $(e)\n",
       "                .attr('class', 'column-dtype-preview dt-head-center')\n",
       "                .attr('aria-label', \\`dtype preview for column \\${i}\\`)\n",
       "                .append(dTypePreview)\n",
       "\n",
       "              // map dtype back to known format\n",
       "              // TODO: run type detectors instead of assuming 'num'\n",
       "              settings.aoColumns[i].sType = config.dTypeMap[dtype]\n",
       "            })\n",
       "\n",
       "          dTypePreviewRow.ready(() => {\n",
       "            $(settings.nTHead).append(dTypePreviewRow)\n",
       "          })\n",
       "\n",
       "          console.debug('Data preview initialization.', settings)\n",
       "\n",
       "          let dataPreviewRow = dt.row.create()\n",
       "            .removeAttr('aria-controls')\n",
       "            .removeAttr('aria-label')\n",
       "            .attr('class', 'column-data-preview')\n",
       "\n",
       "          let index = []\n",
       "\n",
       "          dataPreviewRow\n",
       "            .children().each((i, e) => {\n",
       "              let dtype = settings.aoColumns[i].sType\n",
       "              let data = dt.column(i).data().toArray()\n",
       "\n",
       "              if ($(e).is('th')) {\n",
       "                index.push({ data: data, dtype: dtype, level: i })\n",
       "                return\n",
       "              }\n",
       "\n",
       "              $(e)\n",
       "                .attr('class', 'column-data-preview')\n",
       "                .attr('role', 'figure')\n",
       "                .attr('aria-label', \\`data preview for column \\${i}\\`)\n",
       "\n",
       "              let dataPreview = createDataPreview(data, index, dtype)\n",
       "\n",
       "              $(e).append(dataPreview)\n",
       "            })\n",
       "\n",
       "          dataPreviewRow.ready(() => {\n",
       "            $(settings.nTHead).append(dataPreviewRow)\n",
       "          })\n",
       "\n",
       "          registerDataTableEvents(dt)\n",
       "\n",
       "          resolve(settings)\n",
       "        }\n",
       "      })\n",
       "\n",
       "      let dt = $(table).DataTable(options).columns.adjust()\n",
       "        .responsive.recalc()\n",
       "        .columns.adjust()\n",
       "      let btns = new $.fn.dataTable.Buttons(dt, {\n",
       "        buttons: buttons\n",
       "      })\n",
       "\n",
       "      events.one('output_appended.OutputArea', () => {\n",
       "        setTimeout(dt.columns.adjust, 50)\n",
       "      })\n",
       "\n",
       "      $(dt.table().container()).prepend(btns.container())\n",
       "    })\n",
       "  }\n",
       "\n",
       "  let registerChartEvents = function (chart) {\n",
       "    events.on('hide_all_tooltips.ChartJS', () => {\n",
       "      tooltips.hideAllTooltips(chart)\n",
       "    })\n",
       "\n",
       "    $(chart.canvas).on('show_tooltip.ChartJS', (e, d) => {\n",
       "      tooltips.hideAllTooltips(chart)\n",
       "\n",
       "      // Show tooltip on certain data point\n",
       "      const dataPoint = d.data\n",
       "\n",
       "      let datasetIndex\n",
       "      if (_.has(chart, 'mapDataPoint')) {\n",
       "        datasetIndex = chart.mapDataPoint(dataPoint)\n",
       "      } else { datasetIndex = chart.data.labels.indexOf(dataPoint.index) }\n",
       "\n",
       "      tooltips.showTooltip(chart, datasetIndex)\n",
       "    })\n",
       "  }\n",
       "\n",
       "  let registerDataTableEvents = function (dt) {\n",
       "\n",
       "    dt.on('mouseleave', 'tbody', function (e) {\n",
       "      events.trigger('hide_all_tooltips.ChartJS')\n",
       "    })\n",
       "\n",
       "    dt.on('mouseenter', 'td', function (e) {\n",
       "      let cell = dt.cell(this)\n",
       "      let idx = cell.index()\n",
       "\n",
       "      const dIndex = dt.row(idx.row).data()[0]\n",
       "      const dValue = dt.row(idx.row).data()[idx.column]\n",
       "\n",
       "      const canvas = $(dt.table().container())\n",
       "        .find('canvas')\n",
       "        .get(idx.column - 1)\n",
       "\n",
       "      $(canvas).trigger('show_tooltip.ChartJS', {\n",
       "        cell: cell,\n",
       "        data: {\n",
       "          index: dIndex,\n",
       "          value: dValue\n",
       "        }\n",
       "      })\n",
       "    })\n",
       "\n",
       "    events.on('before_finalize.JupyterRequire', function () {\n",
       "      const canvasElements = $('canvas')\n",
       "\n",
       "      console.log('Finalizing canvas elements...', canvasElements)\n",
       "      canvasElements.each((i, canvas) => {\n",
       "        const dataURL = canvas.toDataURL('image/png')\n",
       "        const canvasPNG = $('<img/>', { src: dataURL, class: 'dt-chart-image' }).get(0)\n",
       "\n",
       "        console.debug('\\tResulting image: ', canvasPNG)\n",
       "\n",
       "        canvas.replaceWith(canvasPNG)\n",
       "      })\n",
       "\n",
       "      console.debug('\\tDisabling buttons and search fields...')\n",
       "\n",
       "      $('a.paginate_button, .dt-button, input[type=search], .dataTables_length select')\n",
       "        .off('click')\n",
       "        .css('cursor', 'not-allowed')\n",
       "        .css('color', '#999')\n",
       "        .addClass('disabled')\n",
       "        .prop('disabled', true)\n",
       "\n",
       "      console.log('Canvas finalization completed successfully.')\n",
       "    })\n",
       "\n",
       "    // Focus search field event\n",
       "    $(document).on('focus', '.dataTables_filter input', function (e) {\n",
       "      setTimeout(() => {\n",
       "        let cell = Jupyter.notebook.get_selected_cell()\n",
       "        let oArea = cell.output_area\n",
       "\n",
       "        if (e.type === 'focusin') {\n",
       "          oArea.keyboard_manager.disable()\n",
       "        } else { oArea.keyboard_manager.enable() }\n",
       "      }, 50) // set timeout to let Jupyter select the cell\n",
       "    })\n",
       "\n",
       "    // Keyup search field event\n",
       "    $(document).on('keyup', '.dataTables_filter input', function (e) {\n",
       "      if ($(this).is(':focus') && e.key === 'Escape') {\n",
       "        let cell = Jupyter.notebook.get_selected_cell()\n",
       "        let oArea = cell.output_area\n",
       "\n",
       "        $(this).blur() // focus out of the search element\n",
       "\n",
       "        oArea.keyboard_manager.enable()\n",
       "\n",
       "        return events.trigger('select.Cell', { 'cell': cell })\n",
       "      }\n",
       "\n",
       "      return true\n",
       "    })\n",
       "  }\n",
       "\n",
       "  /**\n",
       "\t   * Create HTML table from raw String and append it to an element\n",
       "\t   *\n",
       "\t   * @param {String} html\n",
       "\t   * @param {Element} element\n",
       "\t   */\n",
       "  let appendTable = function (html, element) {\n",
       "    return new Promise((resolve) => {\n",
       "      const table = $.parseHTML(html)\n",
       "\n",
       "      $(table).ready(() => {\n",
       "        element.append(table)\n",
       "        resolve(table)\n",
       "      })\n",
       "    })\n",
       "  }\n",
       "\n",
       "  /**\n",
       "\t   * Create DataTable from raw string and append it to an element\n",
       "\t   */\n",
       "  return appendDataTable = async function (html, options, buttons, element) {\n",
       "    const table = await appendTable(html, element)\n",
       "\n",
       "    return createDataTable(table, options, buttons)\n",
       "  }\n",
       "})\n",
       "`;\n",
       "        const attributes = {'id': 'jupyter-datatables-js'} || {};\n",
       "        \n",
       "        let id = attributes.id;\n",
       "        let elem_exists = id ? $(`script#${id}`).length > 0 : false;\n",
       "        \n",
       "        let e = elem_exists ? document.querySelector(`script#${id}`)\n",
       "                            : document.createElement(\"script\");\n",
       "        \n",
       "        $(e).text(`${script}`).attr('type', 'text/javascript');\n",
       "        \n",
       "        Object.entries(attributes)\n",
       "            .forEach( ([attr, val]) => $(e).attr(attr, val) );\n",
       "\n",
       "        if (!elem_exists) document.head.appendChild(e);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div id=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_wrapper\" class=\"dataTables_wrapper no-footer\"><div class=\"dt-buttons\">   <button class=\"dt-button buttons-print disabled\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" type=\"button\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"><span>Print</span></button> <button class=\"dt-button buttons-csv buttons-html5 disabled\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" type=\"button\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"><span>CSV</span></button> <button class=\"dt-button buttons-pdf buttons-html5 disabled\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" type=\"button\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"><span>PDF</span></button> </div><div class=\"dataTables_length\" id=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_length\"><label>Show <select name=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_length\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" class=\"disabled\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"><option value=\"10\">10</option><option value=\"25\">25</option><option value=\"50\">50</option><option value=\"100\">100</option></select> entries</label></div><div id=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_filter\" class=\"dataTables_filter\"><label>Search:<input type=\"search\" class=\"disabled\" placeholder=\"\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"></label></div><div class=\"dataTables_scroll\"><div class=\"dataTables_scrollHead\" style=\"overflow: hidden; position: relative; border: 0px; width: 100%;\"><div class=\"dataTables_scrollHeadInner\" style=\"box-sizing: content-box; width: 1344px; padding-right: 0px;\"><table border=\"1\" class=\"dataframe table cell-border nowrap dataTable no-footer\" role=\"grid\" style=\"margin-left: 0px; width: 1344px;\"><thead>\n",
       "    <tr style=\"text-align: right;\" role=\"row\"><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 6px;\" aria-label=\": activate to sort column ascending\"></th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Day: activate to sort column ascending\">Day</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Owner: activate to sort column ascending\">Owner</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Loss: activate to sort column ascending\">Loss</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Min-Latency: activate to sort column ascending\">Min-Latency</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Max-Latency: activate to sort column ascending\">Max-Latency</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Latency: activate to sort column ascending\">Latency</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Jitter: activate to sort column ascending\">Jitter</th></tr>\n",
       "  <tr role=\"row\" class=\"dtype-preview\">\n",
       "      <th class=\" dt-body-center dt-head-center\"></th>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 1\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"datetime64[ns]\">datetime64[ns]</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 2\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"object\">object</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 3\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 4\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 5\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 6\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float32\">float32</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 7\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float32\">float32</option></select></div></td>\n",
       "    </tr><tr role=\"row\" class=\"column-data-preview\">\n",
       "      <th class=\" dt-body-center dt-head-center\"></th>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 1\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 2\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 3\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 4\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAPoAAAB8CAYAAABABa34AAAENklEQVR4Xu3VzaqQVRxG8XcjpZmahomJoLPAadeic0cOAiFJRXTgIBE/MAgcOKrx8VqaBo0qEJOSND9Oh0ROHJq0vYR3/fYdrPX8F3ssHgMMrN7AWD0hQAYYWITuCBgIGBB6YGSIDAjdDTAQMCD0wMgQGRC6G2AgYEDogZEhMiB0N8BAwIDQAyNDZEDoboCBgAGhB0aGyIDQ3QADAQNCD4wMkQGhuwEGAgaEHhgZIgNCdwMMBAwIPTAyRAaE7gYYCBgQemBkiAwI3Q0wEDAg9MDIEBkQuhtgIGBA6IGRITIgdDfAQMCA0AMjQ2RA6G6AgYABoQdGhsiA0N0AAwEDQg+MDJEBobsBBgIGhB4YGSIDQncDDAQMCD0wMkQGhO4GGAgYEHpgZIgMCN0NMBAwMIW+fXpj13h45m2AGyIDKQNCT80NtmpA6NXlcacMCD01N9iqAaFXl8edMiD01NxgqwaEXl0ed8qA0FNzg60aEHp1edwpA0JPzQ22akDo1eVxpwwIPTU32KoBoVeXx50yIPTU3GCrBoReXR53yoDQU3ODrRoQenV53CkDQk/NDbZqQOjV5XGnDAg9NTfYqgGhV5fHnTIg9NTcYKsGhF5dHnfKgNBTc4OtGhB6dXncKQNCT80NtmpA6NXlcacMCD01N9iqAaFXl8edMiD01NxgqwaEXl0ed8qA0FNzg60aEHp1edwpA0JPzQ22akDo1eVxpwwIPTU32KoBoVeXx50yIPTU3GCrBoReXR53yoDQU3ODrRoQenV53CkDQk/NDbZqYA798wfvjR/OvanKwM3AWg0Ifa3L4mLgfwaE7hwYCBgQemBkiAwI3Q0wEDAg9MDIEBkQuhtgIGBA6IGRITIgdDfAQMCA0AMjQ2RgDv3U9ffHj9f/oYUBBtZlYA795Hd7xi9nt9aFiIYBBubQj9/7YDy68DctDDCwLgNz6Mce7B2Pz22uCxENAwwI3Q0wEDAg9MDIEBkQuhtgIGBgDv2T+/vGH1+8CnBDZCBlQOipucFWDQi9ujzulAGhp+YGWzUg9OryuFMGhJ6aG2zVwBz64Vv7x9PLL6sycDOwVgNz6B9/e2D8ef7FWmFxMVA1IPTq8rhTBubQD35zcDz/8nnKAFgGAgaEHhgZIgNCdwMMBAzMoX9089D468qzADdEBlIG5tD33z08Xn71NGUALAMBA3Po++4cGa8u/h7ghshAysAc+oe3j47Xl56kDIBlIGBA6IGRITIwh773xqdj8+pvtDDAwLoMvBP6rWNj8/LjHcTtZXuMZWyvCxcNA00Dc+h7vj4xtq79+l/oG7vGcuZtUwtqBtZlYA59ufbZsvz087JsvFmWs7vH8v3Wzs++g+x3X9fwaFoGptBb6GgZ6BgQemdrpGEDQg+PD71jQOidrZGGDQg9PD70jgGhd7ZGGjYg9PD40DsG/gWy5kyMZMoUFAAAAABJRU5ErkJggg==\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 5\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAPoAAAB8CAYAAABABa34AAAE50lEQVR4Xu3VMWicdRzG8d//klhKpyp1chJEcHVy0sXNNW4iorWjIFgsVbwiLVJE0K21tB1c7K1unQoiouLoElHERREclKY0zd0rFyzkrinJkIPjfT7Zkve9//s+3+f55lr5QQCB3hNovU8oIAIIFNGNAIEAAkQPKFlEBIhuAwgEECB6QMkiIkB0G0AggADRA0oWEQGi2wACAQSIHlCyiAgQ3QYQCCBA9ICSRUSA6DaAQAABogeULCICRLcBBAIIED2gZBERILoNIBBAgOgBJYuIANFtAIEAAkQPKFlEBIhuAwgEECB6QMkiIkB0G0AggMCM6N36J4+20dt/B+QWEYEoArOin7r4VLt0eiOKgLAIBBAgekDJIiJAdBtAIIAA0QNKFhEBotsAAgEEiB5QsogIEN0GEAggQPSAkkVEgOg2gEAAAaIHlCwiAkS3AQQCCBA9oGQRESC6DSAQQIDoASWLiADRbQCBAAJEDyhZRASIbgMIBBAgekDJIiJAdBtAIIAA0QNKFhEBotsAAgEEiB5QsogIEN0GEAggQPSAkkVEgOg2gEAAAaIHlCwiAkS3AQQCCBA9oGQRESC6DSAQQIDoASWLiADRbQCBAAJEDyhZRASIbgMIBBAgekDJIiJAdBtAIIAA0QNKFhEBotsAAgEEiB5QsogIEN0GEAggQPSAkkVEgOg2gEAAAaIHlCwiAkS3AQQCCBA9oGQRESC6DSAQQIDoASWLiADRbQCBAAJEDyhZRASIbgMIBBAgekDJIiIwK/rJi8+3z0/fggUBBPpFYFb0N86/2K6cvdmviNIggADRbQCBAAJEDyhZRASIbgMIBBAgekDJIiJAdBtAIIAA0QNKFhEBotsAAgEEiB5QsogIEN0GEAggQPSAkkVEgOg2gEAAAaIHlCwiAkS3AQQCCBA9oGQRESC6DSAQQIDoASWLiADRbQCBAAJEDyhZRASIbgMIBBAgekDJIiJAdBtAIIAA0QNKFhEBotsAAgEEiB5QsogIEN0GEAggQPSAkkVEgOg2gEAAAaIHlCwiAkS3AQQCCBA9oGQRESC6DSAQQGBW9Nc+fKlde/+rgNwiIhBFYFb01y+8Um3t63blnV+jKAiLQM8JPCj6eLLRrr/3bc9zi4dAFIE50T96q8bjn9r1szejKAiLQM8JzIr+6vmPa2Xlu3b13Rs9zy0eAlEE5kS/8GkN2jft2pkvoygIi0DPCewperX6vl0980vPs4uHQAyBB0Vfqc3a2hq1L4Y/xlAQFIGeE9jjG70b17j+rDtHP6vjx7bb5VP3es5APAR6T+Ahordx1eSHGtRm/Xvktzp6e7XuDO7WZPWPWh1s12Y3qN9Xt+rp8WO1ceSf2npkux6vqp/vjuu5J7Z2qI3WJ/XCuZU68UzXRi+Pd5PshsNBDT/o6tnLq/Xk8cn02vSebv3GSv11e61OHLs3/Xyr1u38bTS9Y31S66PB/FnTKzv3/H/G/ed01bXp5/dr8P590zN2n737892bl9bm/+FNr9fwXGvD4c777/z+kPfb9x3mnr3f/Yu+vhfPRT/zIOcftNODnHUY98xv5jDOPKwz5lnNiH5YD3EOAggsFwGiL1cf3gaBhRAg+kKwOhSB5SJA9OXqw9sgsBACRF8IVocisFwEiL5cfXgbBBZCgOgLwepQBJaLwH/sMvaMhvne3QAAAABJRU5ErkJggg==\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 6\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 7\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "    </tr></thead></table></div></div><div class=\"dataTables_scrollBody\" style=\"position: relative; overflow: auto; width: 100%;\"><table border=\"1\" class=\"dataframe table cell-border nowrap dataTable no-footer\" id=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" role=\"grid\" aria-describedby=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_info\" style=\"width: 1344px;\"><thead>\n",
       "    <tr style=\"text-align: right; height: 12px;\" role=\"row\"><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 6px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\": activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"></div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Day: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Day</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Owner: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Owner</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Loss: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Loss</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Min-Latency: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Min-Latency</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Max-Latency: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Max-Latency</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Latency: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Latency</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Jitter: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Jitter</div></th></tr>\n",
       "  <tr role=\"row\" class=\"dtype-preview\" style=\"height: 12px;\">\n",
       "      <th class=\" dt-body-center dt-head-center\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 6px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"></div></th>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 1\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"datetime64[ns]\">datetime64[ns]</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 2\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"object\">object</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 3\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 4\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 5\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 6\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float32\">float32</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 7\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float32\">float32</option></select></div></div></td>\n",
       "    </tr><tr role=\"row\" class=\"column-data-preview\" style=\"height: 12px;\">\n",
       "      <th class=\" dt-body-center dt-head-center\" style=\"width: 6px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"></div></th>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 1\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 2\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAPoAAAB8CAYAAABABa34AAADCElEQVR4Xu3TAQEAAAjCMO1f2h5+NmDIjiNA4L3Avk8oIAECY+iegEBAwNADJYtIwND9AIGAgKEHShaRgKH7AQIBAUMPlCwiAUP3AwQCAoYeKFlEAobuBwgEBAw9ULKIBAzdDxAICBh6oGQRCRi6HyAQEDD0QMkiEjB0P0AgIGDogZJFJGDofoBAQMDQAyWLSMDQ/QCBgIChB0oWkYCh+wECAQFDD5QsIgFD9wMEAgKGHihZRAKG7gcIBAQMPVCyiAQM3Q8QCAgYeqBkEQkYuh8gEBAw9EDJIhIwdD9AICBg6IGSRSRg6H6AQEDA0AMli0jA0P0AgYCAoQdKFpGAofsBAgEBQw+ULCIBQ/cDBAIChh4oWUQChu4HCAQEDD1QsogEDN0PEAgIGHqgZBEJGLofIBAQMPRAySISMHQ/QCAgYOiBkkUkYOh+gEBAwNADJYtIwND9AIGAgKEHShaRgKH7AQIBAUMPlCwiAUP3AwQCAoYeKFlEAobuBwgEBAw9ULKIBAzdDxAICBh6oGQRCRi6HyAQEDD0QMkiEjB0P0AgIGDogZJFJGDofoBAQMDQAyWLSMDQ/QCBgIChB0oWkYCh+wECAQFDD5QsIgFD9wMEAgKGHihZRAKG7gcIBAQMPVCyiAQM3Q8QCAgYeqBkEQkYuh8gEBAw9EDJIhIwdD9AICBg6IGSRSRg6H6AQEDA0AMli0jA0P0AgYCAoQdKFpGAofsBAgEBQw+ULCIBQ/cDBAIChh4oWUQChu4HCAQEDD1QsogEDN0PEAgIGHqgZBEJGLofIBAQMPRAySISMHQ/QCAgYOiBkkUkYOh+gEBAwNADJYtIwND9AIGAgKEHShaRgKH7AQIBAUMPlCwiAUP3AwQCAoYeKFlEAobuBwgEBAw9ULKIBAzdDxAICBh6oGQRCRi6HyAQEDD0QMkiEjB0P0AgIGDogZJFJGDofoBAQMDQAyWLSMDQ/QCBgIChB0oWkYCh+wECAQFDD5QsIgFD9wMEAgKGHihZRAKG7gcIBAQMPVCyiAQOS5oAfdgfbLsAAAAASUVORK5CYII=\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 3\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 4\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 5\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 6\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAPoAAAB8CAYAAABABa34AAADCElEQVR4Xu3TAQEAAAjCMO1f2h5+NmDIjiNA4L3Avk8oIAECY+iegEBAwNADJYtIwND9AIGAgKEHShaRgKH7AQIBAUMPlCwiAUP3AwQCAoYeKFlEAobuBwgEBAw9ULKIBAzdDxAICBh6oGQRCRi6HyAQEDD0QMkiEjB0P0AgIGDogZJFJGDofoBAQMDQAyWLSMDQ/QCBgIChB0oWkYCh+wECAQFDD5QsIgFD9wMEAgKGHihZRAKG7gcIBAQMPVCyiAQM3Q8QCAgYeqBkEQkYuh8gEBAw9EDJIhIwdD9AICBg6IGSRSRg6H6AQEDA0AMli0jA0P0AgYCAoQdKFpGAofsBAgEBQw+ULCIBQ/cDBAIChh4oWUQChu4HCAQEDD1QsogEDN0PEAgIGHqgZBEJGLofIBAQMPRAySISMHQ/QCAgYOiBkkUkYOh+gEBAwNADJYtIwND9AIGAgKEHShaRgKH7AQIBAUMPlCwiAUP3AwQCAoYeKFlEAobuBwgEBAw9ULKIBAzdDxAICBh6oGQRCRi6HyAQEDD0QMkiEjB0P0AgIGDogZJFJGDofoBAQMDQAyWLSMDQ/QCBgIChB0oWkYCh+wECAQFDD5QsIgFD9wMEAgKGHihZRAKG7gcIBAQMPVCyiAQM3Q8QCAgYeqBkEQkYuh8gEBAw9EDJIhIwdD9AICBg6IGSRSRg6H6AQEDA0AMli0jA0P0AgYCAoQdKFpGAofsBAgEBQw+ULCIBQ/cDBAIChh4oWUQChu4HCAQEDD1QsogEDN0PEAgIGHqgZBEJGLofIBAQMPRAySISMHQ/QCAgYOiBkkUkYOh+gEBAwNADJYtIwND9AIGAgKEHShaRgKH7AQIBAUMPlCwiAUP3AwQCAoYeKFlEAobuBwgEBAw9ULKIBAzdDxAICBh6oGQRCRi6HyAQEDD0QMkiEjB0P0AgIGDogZJFJGDofoBAQMDQAyWLSMDQ/QCBgIChB0oWkYCh+wECAQFDD5QsIgFD9wMEAgKGHihZRAKG7gcIBAQMPVCyiAQOS5oAfdgfbLsAAAAASUVORK5CYII=\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 7\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "    </tr></thead>\n",
       "  \n",
       "  <tbody>\n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "  <tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">0</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:04</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pierce-puyallup-ctc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">1</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:04</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pomeroy-k12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">2</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:07</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">lakestevens-k12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">3.214844</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">19.906250</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">8.785000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">16.686001</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">3</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:09</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pierce-puyallup-ctc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">4</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:09</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pomeroy-k12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">5</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pierce-puyallup-ctc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">6</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pomeroy-k12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">7</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:14</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">tulalip-nwic</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">4.058594</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">8.789062</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">5.962000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">4.731000</td>\n",
       "    </tr><tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">8</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:15</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">wsu-gov-bacc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">4.015625</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">8.984375</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">5.808000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">4.966000</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">9</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:16</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pierce-puyallup-ctc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr></tbody>\n",
       "</table></div></div><div class=\"dataTables_info\" id=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_info\" role=\"status\" aria-live=\"polite\">Showing 1 to 10 of 4,000 entries</div><div class=\"dataTables_paginate paging_simple_numbers\" id=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_paginate\"><a class=\"paginate_button previous disabled\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" data-dt-idx=\"0\" tabindex=\"0\" id=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_previous\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">Previous</a><span><a class=\"paginate_button current disabled\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" data-dt-idx=\"1\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">1</a><a class=\"paginate_button disabled\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" data-dt-idx=\"2\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">2</a><a class=\"paginate_button disabled\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" data-dt-idx=\"3\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">3</a><a class=\"paginate_button disabled\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" data-dt-idx=\"4\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">4</a><a class=\"paginate_button disabled\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" data-dt-idx=\"5\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">5</a><span class=\"ellipsis\">…</span><a class=\"paginate_button disabled\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" data-dt-idx=\"6\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">400</a></span><a class=\"paginate_button next disabled\" aria-controls=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0\" data-dt-idx=\"7\" tabindex=\"0\" id=\"c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0_next\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">Next</a></div></div>"
      ],
      "text/plain": [
       "<JupyterRequire.display.FrozenOutput object>"
      ]
     },
     "metadata": {
      "finalized": true,
      "frozen": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "    setTimeout(() => {\n",
       "        const table_id = 'c6b2b0963b1645a4c81b857829c0bacd88f2db6f7c240e5be1b450cd130562c0';\n",
       "        const table    = $(`#${table_id}_wrapper`);\n",
       "        \n",
       "        let scrollHead = table.find('div.dataTables_scrollHead');\n",
       "        let scrollBody = table.find('div.dataTables_scrollBody');\n",
       "        \n",
       "        $(scrollBody).on(\n",
       "            'scroll',\n",
       "            (e) => {\n",
       "                scrollHead.scrollLeft(scrollBody.scrollLeft());\n",
       "            },\n",
       "        );\n",
       "    }, 200);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "    (function() {\n",
       "        const sample_size = Number(4000).toLocaleString();\n",
       "        const adjusted = Boolean('False' == 'True')\n",
       "\n",
       "        const total = Number(1879115).toLocaleString();\n",
       "\n",
       "        element.append($('<p>').text(\n",
       "            `Sample size: ${sample_size} out of ${total} ${ adjusted ? \"(adjusted)\" : \"\" }`));\n",
       "    }());\n",
       "    "
      ],
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Day</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Loss</th>\n",
       "      <th>Min-Latency</th>\n",
       "      <th>Max-Latency</th>\n",
       "      <th>Latency</th>\n",
       "      <th>Jitter</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020-08-08 03:32:04</td>\n",
       "      <td>pierce-puyallup-ctc</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2020-08-08 03:32:04</td>\n",
       "      <td>pomeroy-k12</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2020-08-08 03:32:07</td>\n",
       "      <td>lakestevens-k12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.214844</td>\n",
       "      <td>19.906250</td>\n",
       "      <td>8.785</td>\n",
       "      <td>16.686001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2020-08-08 03:32:09</td>\n",
       "      <td>pierce-puyallup-ctc</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2020-08-08 03:32:09</td>\n",
       "      <td>pomeroy-k12</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899912</th>\n",
       "      <td>2020-08-16 03:14:01</td>\n",
       "      <td>pierce-puyallup-ctc</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899913</th>\n",
       "      <td>2020-08-16 03:14:01</td>\n",
       "      <td>pomeroy-k12</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899914</th>\n",
       "      <td>2020-08-16 03:14:02</td>\n",
       "      <td>loonlake-k12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.611328</td>\n",
       "      <td>6.496094</td>\n",
       "      <td>4.869</td>\n",
       "      <td>2.887000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899915</th>\n",
       "      <td>2020-08-16 03:14:03</td>\n",
       "      <td>kelso-k12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.287109</td>\n",
       "      <td>7.742188</td>\n",
       "      <td>4.840</td>\n",
       "      <td>4.455000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899916</th>\n",
       "      <td>2020-08-16 03:14:03</td>\n",
       "      <td>marysville-k12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.281250</td>\n",
       "      <td>7.093750</td>\n",
       "      <td>4.667</td>\n",
       "      <td>3.813000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1879115 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Day                 Owner   Loss  Min-Latency  \\\n",
       "0       2020-08-08 03:32:04  pierce-puyallup-ctc   100.0     0.000000   \n",
       "1       2020-08-08 03:32:04          pomeroy-k12   100.0     0.000000   \n",
       "2       2020-08-08 03:32:07      lakestevens-k12     0.0     3.214844   \n",
       "3       2020-08-08 03:32:09  pierce-puyallup-ctc   100.0     0.000000   \n",
       "4       2020-08-08 03:32:09          pomeroy-k12   100.0     0.000000   \n",
       "...                     ...                   ...    ...          ...   \n",
       "1899912 2020-08-16 03:14:01  pierce-puyallup-ctc   100.0     0.000000   \n",
       "1899913 2020-08-16 03:14:01          pomeroy-k12   100.0     0.000000   \n",
       "1899914 2020-08-16 03:14:02         loonlake-k12     0.0     3.611328   \n",
       "1899915 2020-08-16 03:14:03            kelso-k12     0.0     3.287109   \n",
       "1899916 2020-08-16 03:14:03       marysville-k12     0.0     3.281250   \n",
       "\n",
       "         Max-Latency  Latency     Jitter  \n",
       "0           0.000000    0.000   0.000000  \n",
       "1           0.000000    0.000   0.000000  \n",
       "2          19.906250    8.785  16.686001  \n",
       "3           0.000000    0.000   0.000000  \n",
       "4           0.000000    0.000   0.000000  \n",
       "...              ...      ...        ...  \n",
       "1899912     0.000000    0.000   0.000000  \n",
       "1899913     0.000000    0.000   0.000000  \n",
       "1899914     6.496094    4.869   2.887000  \n",
       "1899915     7.742188    4.840   4.455000  \n",
       "1899916     7.093750    4.667   3.813000  \n",
       "\n",
       "[1879115 rows x 7 columns]"
      ]
     },
     "execution_count": 1,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "import numpy as np\n",
    "import gzip\n",
    "import glob\n",
    "from multiprocessing.dummy import Pool as ThreadPool\n",
    "from multiprocessing import  Pool\n",
    "from datetime import datetime\n",
    "from jupyter_datatables import init_datatables_mode\n",
    "init_datatables_mode()\n",
    "\n",
    "start_time_archives = datetime.now()\n",
    "print(\"\\n--- Start time: \" + str(datetime.now()))\n",
    "\n",
    "df28 = pd.read_csv('2020_August2.csv',na_filter=False,engine = 'c')\n",
    "df28.drop(\"Unnamed: 0\",axis=\"columns\",inplace=True)\n",
    "df28[df28.data1 != 'Month Day TimeData']\n",
    "df30 = df28\n",
    "\n",
    "df30 = df30[\"data1\"].str.lstrip().str.split(\",|   |seacore1\\/68.179.203.66|pdxcore1\\/68.179.203.69|spocore1\\/68.179.203.74|seacore2\\/68.179.203.67|cscript:|cscript.crypto:|Owner|Test|icmp-test Loss%|Min-RTT|MaxRTT|Avg-RTT|Jitter|RPM_TEST_RESULTS:|=\", expand=True)\n",
    "\n",
    "print(\"\\n--- Archive time: \" + str(datetime.now() - start_time_archives))\n",
    "\n",
    "df30.drop([1,2,3,4,6,7,8,10,12,14,16],axis=\"columns\",inplace=True)\n",
    "df30.insert(0, \"Year\", \"2020\", allow_duplicates=True)\n",
    "df30.columns = [\n",
    "    \"Year\",\n",
    "    \"Day\",    \n",
    "    \"Owner\",\n",
    "    \"Loss\",\n",
    "    \"Min-Latency\",\n",
    "    \"Max-Latency\",\n",
    "    \"Latency\",\n",
    "    \"Jitter\"\n",
    "]\n",
    "df30[\"Day\"] = df30[\"Year\"].str.cat(df30[\"Day\"],sep=\" \")\n",
    "df30.drop(\"Year\",inplace=True,axis=\"columns\")\n",
    "df30[\"Min-Latency\"] = pd.to_numeric(df30[\"Min-Latency\"], errors='coerce')\n",
    "df30[\"Max-Latency\"] = pd.to_numeric(df30[\"Max-Latency\"], errors='coerce')\n",
    "df30[\"Latency\"] = pd.to_numeric(df30[\"Latency\"], errors='coerce')\n",
    "df30[\"Jitter\"] = pd.to_numeric(df30[\"Jitter\"], errors='coerce')\n",
    "df30[\"Min-Latency\"].fillna(0,inplace=True)\n",
    "df30[\"Max-Latency\"].fillna(0,inplace=True)\n",
    "df30[\"Latency\"].fillna(0,inplace=True)\n",
    "df30[\"Jitter\"].fillna(0,inplace=True)\n",
    "df30[\"Loss\"] = df30[\"Loss\"].astype(\"float16\")\n",
    "df30[\"Min-Latency\"] = df30[\"Min-Latency\"].astype(\"float16\")\n",
    "df30[\"Max-Latency\"] = df30[\"Max-Latency\"].astype(\"float16\")\n",
    "df30[\"Latency\"] = df30[\"Latency\"].astype(\"float32\")\n",
    "df30[\"Jitter\"] = df30[\"Jitter\"].astype(\"float32\")\n",
    "df30[\"Day\"] = pd.to_datetime(df30[\"Day\"], format='%Y %b %d %H:%M:%S',errors='coerce')\n",
    "routerjitter = df30[df30.Jitter > 2.0]\n",
    "routerrtt = df30[df30.Latency > 28.0]\n",
    "routerloss = df30[df30.Loss > 75.0]\n",
    "df30[\"Min-Latency\"] = pd.to_numeric(df30[\"Min-Latency\"], errors='coerce')\n",
    "df30[\"Max-Latency\"] = pd.to_numeric(df30[\"Max-Latency\"], errors='coerce')\n",
    "df30[\"Latency\"] = pd.to_numeric(df30[\"Latency\"], errors='coerce')\n",
    "df30[\"Jitter\"] = pd.to_numeric(df30[\"Jitter\"], errors='coerce')\n",
    "df30.dropna(how='any',inplace=True)\n",
    "\n",
    "print(\"\\n--- Archive time: \" + str(datetime.now() - start_time_archives))\n",
    "\n",
    "df30"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "require": [
     "base/js/events",
     "datatables.net",
     "d3",
     "chartjs",
     "dt-config",
     "dt-components",
     "dt-graph-objects",
     "dt-toolbar",
     "dt-tooltips",
     "jupyter-datatables"
    ]
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div id=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_wrapper\" class=\"dataTables_wrapper no-footer\"><div class=\"dt-buttons\">   <button class=\"dt-button buttons-print disabled\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" type=\"button\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"><span>Print</span></button> <button class=\"dt-button buttons-csv buttons-html5 disabled\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" type=\"button\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"><span>CSV</span></button> <button class=\"dt-button buttons-pdf buttons-html5 disabled\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" type=\"button\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"><span>PDF</span></button> </div><div class=\"dataTables_length\" id=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_length\"><label>Show <select name=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_length\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" class=\"disabled\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"><option value=\"10\">10</option><option value=\"25\">25</option><option value=\"50\">50</option><option value=\"100\">100</option></select> entries</label></div><div id=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_filter\" class=\"dataTables_filter\"><label>Search:<input type=\"search\" class=\"disabled\" placeholder=\"\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" disabled=\"\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\"></label></div><div class=\"dataTables_scroll\"><div class=\"dataTables_scrollHead\" style=\"overflow: hidden; position: relative; border: 0px; width: 100%;\"><div class=\"dataTables_scrollHeadInner\" style=\"box-sizing: content-box; width: 1344px; padding-right: 0px;\"><table border=\"1\" class=\"dataframe table cell-border nowrap dataTable no-footer\" role=\"grid\" style=\"margin-left: 0px; width: 1344px;\"><thead>\n",
       "    <tr style=\"text-align: right;\" role=\"row\"><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 6px;\" aria-label=\": activate to sort column ascending\"></th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Day: activate to sort column ascending\">Day</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Owner: activate to sort column ascending\">Owner</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Loss: activate to sort column ascending\">Loss</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Min-Latency: activate to sort column ascending\">Min-Latency</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Max-Latency: activate to sort column ascending\">Max-Latency</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Latency: activate to sort column ascending\">Latency</th><th class=\"dt-body-center dt-head-center sorting\" tabindex=\"0\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px;\" aria-label=\"Jitter: activate to sort column ascending\">Jitter</th></tr>\n",
       "  <tr role=\"row\" class=\"dtype-preview\">\n",
       "      <th class=\" dt-body-center dt-head-center\"></th>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 1\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"datetime64[ns]\">datetime64[ns]</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 2\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"object\">object</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 3\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 4\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 5\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 6\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float32\">float32</option></select></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 7\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float32\">float32</option></select></div></td>\n",
       "    </tr><tr role=\"row\" class=\"column-data-preview\">\n",
       "      <th class=\" dt-body-center dt-head-center\"></th>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 1\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 2\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 3\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 4\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 5\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 6\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 7\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></td>\n",
       "    </tr></thead></table></div></div><div class=\"dataTables_scrollBody\" style=\"position: relative; overflow: auto; width: 100%;\"><table border=\"1\" class=\"dataframe table cell-border nowrap dataTable no-footer\" id=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" role=\"grid\" aria-describedby=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_info\" style=\"width: 1344px;\"><thead>\n",
       "    <tr style=\"text-align: right; height: 12px;\" role=\"row\"><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 6px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\": activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"></div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Day: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Day</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Owner: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Owner</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Loss: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Loss</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Min-Latency: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Min-Latency</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Max-Latency: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Max-Latency</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Latency: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Latency</div></th><th class=\"dt-body-center dt-head-center sorting\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" rowspan=\"1\" colspan=\"1\" style=\"width: 150px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\" aria-label=\"Jitter: activate to sort column ascending\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\">Jitter</div></th></tr>\n",
       "  <tr role=\"row\" class=\"dtype-preview\" style=\"height: 12px;\">\n",
       "      <th class=\" dt-body-center dt-head-center\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 6px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"></div></th>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 1\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"datetime64[ns]\">datetime64[ns]</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 2\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"object\">object</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 3\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 4\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 5\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float16\">float16</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 6\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float32\">float32</option></select></div></div></td>\n",
       "      <td class=\"column-dtype-preview dt-head-center\" aria-label=\"dtype preview for column 7\" style=\"padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px; width: 150px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dtype-container\"><select role=\"option\" class=\"dtype\"><option value=\"float32\">float32</option></select></div></div></td>\n",
       "    </tr><tr role=\"row\" class=\"column-data-preview\" style=\"height: 12px;\">\n",
       "      <th class=\" dt-body-center dt-head-center\" style=\"width: 6px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"></div></th>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 1\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 2\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 3\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 4\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 5\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 6\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "      <td class=\"column-data-preview\" role=\"figure\" aria-label=\"data preview for column 7\" style=\"width: 172px; padding-top: 0px; padding-bottom: 0px; border-top-width: 0px; border-bottom-width: 0px; height: 0px;\"><div class=\"dataTables_sizing\" style=\"height: 0px; overflow: hidden;\"><div class=\"dt-chart-container\"><div is=\"dt-container\" class=\"dt-container dt-chart-toolbar\"></div><img src=\"data:image/png;base64,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\" class=\"dt-chart-image\"></div></div></td>\n",
       "    </tr></thead>\n",
       "  \n",
       "  <tbody>\n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "    \n",
       "  <tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">0</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:04</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pierce-puyallup-ctc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">1</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:04</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pomeroy-k12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">2</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:07</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">lakestevens-k12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">3.214844</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">19.906250</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">8.785000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">16.686001</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">3</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:09</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pierce-puyallup-ctc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">4</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:09</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pomeroy-k12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">5</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pierce-puyallup-ctc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">6</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pomeroy-k12</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">7</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:14</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">tulalip-nwic</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">4.058594</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">8.789062</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">5.962000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">4.731000</td>\n",
       "    </tr><tr role=\"row\" class=\"odd\">\n",
       "      <th class=\" dt-body-center dt-head-center\">8</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:15</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">wsu-gov-bacc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">4.015625</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">8.984375</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">5.808000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">4.966000</td>\n",
       "    </tr><tr role=\"row\" class=\"even\">\n",
       "      <th class=\" dt-body-center dt-head-center\">9</th>\n",
       "      <td class=\" dt-body-center dt-head-center\">2020-08-08 03:32:16</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">pierce-puyallup-ctc</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">100.00000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "      <td class=\" dt-body-center dt-head-center\">0.000000</td>\n",
       "    </tr></tbody>\n",
       "</table></div></div><div class=\"dataTables_info\" id=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_info\" role=\"status\" aria-live=\"polite\">Showing 1 to 10 of 4,000 entries</div><div class=\"dataTables_paginate paging_simple_numbers\" id=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_paginate\"><a class=\"paginate_button previous disabled\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" data-dt-idx=\"0\" tabindex=\"0\" id=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_previous\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">Previous</a><span><a class=\"paginate_button current disabled\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" data-dt-idx=\"1\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">1</a><a class=\"paginate_button disabled\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" data-dt-idx=\"2\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">2</a><a class=\"paginate_button disabled\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" data-dt-idx=\"3\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">3</a><a class=\"paginate_button disabled\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" data-dt-idx=\"4\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">4</a><a class=\"paginate_button disabled\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" data-dt-idx=\"5\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">5</a><span class=\"ellipsis\">…</span><a class=\"paginate_button disabled\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" data-dt-idx=\"6\" tabindex=\"0\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">400</a></span><a class=\"paginate_button next disabled\" aria-controls=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa\" data-dt-idx=\"7\" tabindex=\"0\" id=\"f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa_next\" style=\"cursor: not-allowed; color: rgb(153, 153, 153);\">Next</a></div></div>"
      ],
      "text/plain": [
       "<JupyterRequire.display.FrozenOutput object>"
      ]
     },
     "metadata": {
      "finalized": true,
      "frozen": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "{ \n",
       "    setTimeout(() => {\n",
       "        const table_id = 'f01eb6b877fd498ab355334fd4669c3f988525c9e7be52e7d404759c3d0659fa';\n",
       "        const table    = $(`#${table_id}_wrapper`);\n",
       "        \n",
       "        let scrollHead = table.find('div.dataTables_scrollHead');\n",
       "        let scrollBody = table.find('div.dataTables_scrollBody');\n",
       "        \n",
       "        $(scrollBody).on(\n",
       "            'scroll',\n",
       "            (e) => {\n",
       "                scrollHead.scrollLeft(scrollBody.scrollLeft());\n",
       "            },\n",
       "        );\n",
       "    }, 200);\n",
       "     }"
      ],
      "text/plain": [
       "<JupyterRequire.display.SafeScript object>"
      ]
     },
     "metadata": {
      "finalized": true
     },
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "\n",
       "    (function() {\n",
       "        const sample_size = Number(4000).toLocaleString();\n",
       "        const adjusted = Boolean('False' == 'True')\n",
       "\n",
       "        const total = Number(1879115).toLocaleString();\n",
       "\n",
       "        element.append($('<p>').text(\n",
       "            `Sample size: ${sample_size} out of ${total} ${ adjusted ? \"(adjusted)\" : \"\" }`));\n",
       "    }());\n",
       "    "
      ],
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Day</th>\n",
       "      <th>Owner</th>\n",
       "      <th>Loss</th>\n",
       "      <th>Min-Latency</th>\n",
       "      <th>Max-Latency</th>\n",
       "      <th>Latency</th>\n",
       "      <th>Jitter</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2020-08-08 03:32:04</td>\n",
       "      <td>pierce-puyallup-ctc</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2020-08-08 03:32:04</td>\n",
       "      <td>pomeroy-k12</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2020-08-08 03:32:07</td>\n",
       "      <td>lakestevens-k12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.214844</td>\n",
       "      <td>19.906250</td>\n",
       "      <td>8.785</td>\n",
       "      <td>16.686001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2020-08-08 03:32:09</td>\n",
       "      <td>pierce-puyallup-ctc</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2020-08-08 03:32:09</td>\n",
       "      <td>pomeroy-k12</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899912</th>\n",
       "      <td>2020-08-16 03:14:01</td>\n",
       "      <td>pierce-puyallup-ctc</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899913</th>\n",
       "      <td>2020-08-16 03:14:01</td>\n",
       "      <td>pomeroy-k12</td>\n",
       "      <td>100.0</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.000</td>\n",
       "      <td>0.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899914</th>\n",
       "      <td>2020-08-16 03:14:02</td>\n",
       "      <td>loonlake-k12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.611328</td>\n",
       "      <td>6.496094</td>\n",
       "      <td>4.869</td>\n",
       "      <td>2.887000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899915</th>\n",
       "      <td>2020-08-16 03:14:03</td>\n",
       "      <td>kelso-k12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.287109</td>\n",
       "      <td>7.742188</td>\n",
       "      <td>4.840</td>\n",
       "      <td>4.455000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1899916</th>\n",
       "      <td>2020-08-16 03:14:03</td>\n",
       "      <td>marysville-k12</td>\n",
       "      <td>0.0</td>\n",
       "      <td>3.281250</td>\n",
       "      <td>7.093750</td>\n",
       "      <td>4.667</td>\n",
       "      <td>3.813000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>1879115 rows × 7 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                        Day                 Owner   Loss  Min-Latency  \\\n",
       "0       2020-08-08 03:32:04  pierce-puyallup-ctc   100.0     0.000000   \n",
       "1       2020-08-08 03:32:04          pomeroy-k12   100.0     0.000000   \n",
       "2       2020-08-08 03:32:07      lakestevens-k12     0.0     3.214844   \n",
       "3       2020-08-08 03:32:09  pierce-puyallup-ctc   100.0     0.000000   \n",
       "4       2020-08-08 03:32:09          pomeroy-k12   100.0     0.000000   \n",
       "...                     ...                   ...    ...          ...   \n",
       "1899912 2020-08-16 03:14:01  pierce-puyallup-ctc   100.0     0.000000   \n",
       "1899913 2020-08-16 03:14:01          pomeroy-k12   100.0     0.000000   \n",
       "1899914 2020-08-16 03:14:02         loonlake-k12     0.0     3.611328   \n",
       "1899915 2020-08-16 03:14:03            kelso-k12     0.0     3.287109   \n",
       "1899916 2020-08-16 03:14:03       marysville-k12     0.0     3.281250   \n",
       "\n",
       "         Max-Latency  Latency     Jitter  \n",
       "0           0.000000    0.000   0.000000  \n",
       "1           0.000000    0.000   0.000000  \n",
       "2          19.906250    8.785  16.686001  \n",
       "3           0.000000    0.000   0.000000  \n",
       "4           0.000000    0.000   0.000000  \n",
       "...              ...      ...        ...  \n",
       "1899912     0.000000    0.000   0.000000  \n",
       "1899913     0.000000    0.000   0.000000  \n",
       "1899914     6.496094    4.869   2.887000  \n",
       "1899915     7.742188    4.840   4.455000  \n",
       "1899916     7.093750    4.667   3.813000  \n",
       "\n",
       "[1879115 rows x 7 columns]"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df30"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "finalized": {
   "timestamp": 1598646905874,
   "trusted": true
  },
  "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": "3.8.2"
  },
  "require": {
   "paths": {
    "buttons.colvis": "https://cdn.datatables.net/buttons/1.5.6/js/buttons.colVis.min",
    "buttons.flash": "https://cdn.datatables.net/buttons/1.5.6/js/buttons.flash.min",
    "buttons.html5": "https://cdn.datatables.net/buttons/1.5.6/js/buttons.html5.min",
    "buttons.print": "https://cdn.datatables.net/buttons/1.5.6/js/buttons.print.min",
    "chartjs": "https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.8.0/Chart",
    "d3": "https://d3js.org/d3.v5.min",
    "d3-array": "https://d3js.org/d3-array.v2.min",
    "datatables.net": "https://cdn.datatables.net/1.10.18/js/jquery.dataTables",
    "datatables.net-buttons": "https://cdn.datatables.net/buttons/1.5.6/js/dataTables.buttons.min",
    "datatables.responsive": "https://cdn.datatables.net/responsive/2.2.2/js/dataTables.responsive.min",
    "datatables.scroller": "https://cdn.datatables.net/scroller/2.0.0/js/dataTables.scroller.min",
    "datatables.select": "https://cdn.datatables.net/select/1.3.0/js/dataTables.select.min",
    "jszip": "https://cdnjs.cloudflare.com/ajax/libs/jszip/2.5.0/jszip.min",
    "moment": "https://cdnjs.cloudflare.com/ajax/libs/moment.js/2.8.0/moment",
    "pdfmake": "https://cdnjs.cloudflare.com/ajax/libs/pdfmake/0.1.36/pdfmake.min",
    "vfsfonts": "https://cdnjs.cloudflare.com/ajax/libs/pdfmake/0.1.36/vfs_fonts"
   },
   "shim": {
    "buttons.colvis": {
     "deps": [
      "jszip",
      "datatables.net-buttons"
     ]
    },
    "buttons.flash": {
     "deps": [
      "jszip",
      "datatables.net-buttons"
     ]
    },
    "buttons.html5": {
     "deps": [
      "jszip",
      "datatables.net-buttons"
     ]
    },
    "buttons.print": {
     "deps": [
      "jszip",
      "datatables.net-buttons"
     ]
    },
    "chartjs": {
     "deps": [
      "moment"
     ]
    },
    "datatables.net": {
     "exports": "$.fn.dataTable"
    },
    "datatables.net-buttons": {
     "deps": [
      "datatables.net"
     ]
    },
    "pdfmake": {
     "deps": [
      "datatables.net"
     ]
    },
    "vfsfonts": {
     "deps": [
      "datatables.net"
     ]
    }
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}