{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "9a51a013-8798-4327-bd2b-5aaf0427cda4",
   "metadata": {},
   "source": [
    "# py-SMARTS"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "50531b9f-821b-4f17-ae11-535b6241dee6",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\dev\\lib\\site-packages\\numpy\\_distributor_init.py:30: UserWarning: loaded more than 1 DLL from .libs:\n",
      "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\dev\\lib\\site-packages\\numpy\\.libs\\libopenblas.EL2C6PLE4ZYW3ECEVIV3OXXGRN2NRFM2.gfortran-win_amd64.dll\n",
      "C:\\Users\\KANDERSO\\Software\\Anaconda3\\envs\\dev\\lib\\site-packages\\numpy\\.libs\\libopenblas.FB5AE2TYXYH2IJRDKGDGQ3XBKLKTF43H.gfortran-win_amd64.dll\n",
      "  warnings.warn(\"loaded more than 1 DLL from .libs:\"\n"
     ]
    }
   ],
   "source": [
    "import utils\n",
    "import pandas as pd\n",
    "\n",
    "from bokeh.plotting import figure, show\n",
    "from bokeh.models import HoverTool\n",
    "from bokeh.transform import jitter\n",
    "from bokeh.io import output_notebook"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "c987023b-ca0a-4ebf-9b9d-33793d3cf8f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "        <a href=\"https://bokeh.org\" target=\"_blank\" class=\"bk-logo bk-logo-small bk-logo-notebook\"></a>\n",
       "        <span id=\"1002\">Loading BokehJS ...</span>\n",
       "    </div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
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       "    root._bokeh_onload_callbacks = [];\n",
       "    root._bokeh_is_loading = undefined;\n",
       "  }\n",
       "\n",
       "const JS_MIME_TYPE = 'application/javascript';\n",
       "  const HTML_MIME_TYPE = 'text/html';\n",
       "  const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n",
       "  const CLASS_NAME = 'output_bokeh rendered_html';\n",
       "\n",
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       "   * Render data to the DOM node\n",
       "   */\n",
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       "    const script = document.createElement(\"script\");\n",
       "    node.appendChild(script);\n",
       "  }\n",
       "\n",
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       "    const cell = handle.cell;\n",
       "\n",
       "    const id = cell.output_area._bokeh_element_id;\n",
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       "    // Clean up Bokeh references\n",
       "    if (id != null && id in Bokeh.index) {\n",
       "      Bokeh.index[id].model.document.clear();\n",
       "      delete Bokeh.index[id];\n",
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       "\n",
       "    if (server_id !== undefined) {\n",
       "      // Clean up Bokeh references\n",
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       "      cell.notebook.kernel.execute(cmd_clean, {\n",
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       "      // Destroy server and session\n",
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       "      const bk_div = document.createElement(\"div\");\n",
       "      bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n",
       "      const script_attrs = bk_div.children[0].attributes;\n",
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       "        toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n",
       "        toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n",
       "      }\n",
       "      // store reference to server id on output_area\n",
       "      output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function register_renderer(events, OutputArea) {\n",
       "\n",
       "    function append_mime(data, metadata, element) {\n",
       "      // create a DOM node to render to\n",
       "      const toinsert = this.create_output_subarea(\n",
       "        metadata,\n",
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       "      );\n",
       "      this.keyboard_manager.register_events(toinsert);\n",
       "      // Render to node\n",
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       "      render(props, toinsert[toinsert.length - 1]);\n",
       "      element.append(toinsert);\n",
       "      return toinsert\n",
       "    }\n",
       "\n",
       "    /* Handle when an output is cleared or removed */\n",
       "    events.on('clear_output.CodeCell', handleClearOutput);\n",
       "    events.on('delete.Cell', handleClearOutput);\n",
       "\n",
       "    /* Handle when a new output is added */\n",
       "    events.on('output_added.OutputArea', handleAddOutput);\n",
       "\n",
       "    /**\n",
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       "     */\n",
       "    OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n",
       "      /* Is output safe? */\n",
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       "      index: 0\n",
       "    });\n",
       "  }\n",
       "\n",
       "  // register the mime type if in Jupyter Notebook environment and previously unregistered\n",
       "  if (root.Jupyter !== undefined) {\n",
       "    const events = require('base/js/events');\n",
       "    const OutputArea = require('notebook/js/outputarea').OutputArea;\n",
       "\n",
       "    if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n",
       "      register_renderer(events, OutputArea);\n",
       "    }\n",
       "  }\n",
       "  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n",
       "    root._bokeh_timeout = Date.now() + 5000;\n",
       "    root._bokeh_failed_load = false;\n",
       "  }\n",
       "\n",
       "  const NB_LOAD_WARNING = {'data': {'text/html':\n",
       "     \"<div style='background-color: #fdd'>\\n\"+\n",
       "     \"<p>\\n\"+\n",
       "     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n",
       "     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n",
       "     \"</p>\\n\"+\n",
       "     \"<ul>\\n\"+\n",
       "     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n",
       "     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n",
       "     \"</ul>\\n\"+\n",
       "     \"<code>\\n\"+\n",
       "     \"from bokeh.resources import INLINE\\n\"+\n",
       "     \"output_notebook(resources=INLINE)\\n\"+\n",
       "     \"</code>\\n\"+\n",
       "     \"</div>\"}};\n",
       "\n",
       "  function display_loaded() {\n",
       "    const el = document.getElementById(\"1002\");\n",
       "    if (el != null) {\n",
       "      el.textContent = \"BokehJS is loading...\";\n",
       "    }\n",
       "    if (root.Bokeh !== undefined) {\n",
       "      if (el != null) {\n",
       "        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n",
       "      }\n",
       "    } else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(display_loaded, 100)\n",
       "    }\n",
       "  }\n",
       "\n",
       "  function run_callbacks() {\n",
       "    try {\n",
       "      root._bokeh_onload_callbacks.forEach(function(callback) {\n",
       "        if (callback != null)\n",
       "          callback();\n",
       "      });\n",
       "    } finally {\n",
       "      delete root._bokeh_onload_callbacks\n",
       "    }\n",
       "    console.debug(\"Bokeh: all callbacks have finished\");\n",
       "  }\n",
       "\n",
       "  function load_libs(css_urls, js_urls, callback) {\n",
       "    if (css_urls == null) css_urls = [];\n",
       "    if (js_urls == null) js_urls = [];\n",
       "\n",
       "    root._bokeh_onload_callbacks.push(callback);\n",
       "    if (root._bokeh_is_loading > 0) {\n",
       "      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n",
       "      return null;\n",
       "    }\n",
       "    if (js_urls == null || js_urls.length === 0) {\n",
       "      run_callbacks();\n",
       "      return null;\n",
       "    }\n",
       "    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n",
       "    root._bokeh_is_loading = css_urls.length + js_urls.length;\n",
       "\n",
       "    function on_load() {\n",
       "      root._bokeh_is_loading--;\n",
       "      if (root._bokeh_is_loading === 0) {\n",
       "        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n",
       "        run_callbacks()\n",
       "      }\n",
       "    }\n",
       "\n",
       "    function on_error(url) {\n",
       "      console.error(\"failed to load \" + url);\n",
       "    }\n",
       "\n",
       "    for (let i = 0; i < css_urls.length; i++) {\n",
       "      const url = css_urls[i];\n",
       "      const element = document.createElement(\"link\");\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error.bind(null, url);\n",
       "      element.rel = \"stylesheet\";\n",
       "      element.type = \"text/css\";\n",
       "      element.href = url;\n",
       "      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n",
       "      document.body.appendChild(element);\n",
       "    }\n",
       "\n",
       "    for (let i = 0; i < js_urls.length; i++) {\n",
       "      const url = js_urls[i];\n",
       "      const element = document.createElement('script');\n",
       "      element.onload = on_load;\n",
       "      element.onerror = on_error.bind(null, url);\n",
       "      element.async = false;\n",
       "      element.src = url;\n",
       "      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n",
       "      document.head.appendChild(element);\n",
       "    }\n",
       "  };\n",
       "\n",
       "  function inject_raw_css(css) {\n",
       "    const element = document.createElement(\"style\");\n",
       "    element.appendChild(document.createTextNode(css));\n",
       "    document.body.appendChild(element);\n",
       "  }\n",
       "\n",
       "  const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n",
       "  const css_urls = [];\n",
       "\n",
       "  const inline_js = [    function(Bokeh) {\n",
       "      Bokeh.set_log_level(\"info\");\n",
       "    },\n",
       "function(Bokeh) {\n",
       "    }\n",
       "  ];\n",
       "\n",
       "  function run_inline_js() {\n",
       "    if (root.Bokeh !== undefined || force === true) {\n",
       "          for (let i = 0; i < inline_js.length; i++) {\n",
       "      inline_js[i].call(root, root.Bokeh);\n",
       "    }\n",
       "if (force === true) {\n",
       "        display_loaded();\n",
       "      }} else if (Date.now() < root._bokeh_timeout) {\n",
       "      setTimeout(run_inline_js, 100);\n",
       "    } else if (!root._bokeh_failed_load) {\n",
       "      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n",
       "      root._bokeh_failed_load = true;\n",
       "    } else if (force !== true) {\n",
       "      const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n",
       "      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n",
       "    }\n",
       "  }\n",
       "\n",
       "  if (root._bokeh_is_loading === 0) {\n",
       "    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n",
       "    run_inline_js();\n",
       "  } else {\n",
       "    load_libs(css_urls, js_urls, function() {\n",
       "      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n",
       "      run_inline_js();\n",
       "    });\n",
       "  }\n",
       "}(window));"
      ],
      "application/vnd.bokehjs_load.v0+json": "(function(root) {\n  function now() {\n    return new Date();\n  }\n\n  const force = true;\n\n  if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n    root._bokeh_onload_callbacks = [];\n    root._bokeh_is_loading = undefined;\n  }\n\n\n  if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n    root._bokeh_timeout = Date.now() + 5000;\n    root._bokeh_failed_load = false;\n  }\n\n  const NB_LOAD_WARNING = {'data': {'text/html':\n     \"<div style='background-color: #fdd'>\\n\"+\n     \"<p>\\n\"+\n     \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n     \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n     \"</p>\\n\"+\n     \"<ul>\\n\"+\n     \"<li>re-rerun `output_notebook()` to attempt to load from CDN again, or</li>\\n\"+\n     \"<li>use INLINE resources instead, as so:</li>\\n\"+\n     \"</ul>\\n\"+\n     \"<code>\\n\"+\n     \"from bokeh.resources import INLINE\\n\"+\n     \"output_notebook(resources=INLINE)\\n\"+\n     \"</code>\\n\"+\n     \"</div>\"}};\n\n  function display_loaded() {\n    const el = document.getElementById(\"1002\");\n    if (el != null) {\n      el.textContent = \"BokehJS is loading...\";\n    }\n    if (root.Bokeh !== undefined) {\n      if (el != null) {\n        el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n      }\n    } else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(display_loaded, 100)\n    }\n  }\n\n  function run_callbacks() {\n    try {\n      root._bokeh_onload_callbacks.forEach(function(callback) {\n        if (callback != null)\n          callback();\n      });\n    } finally {\n      delete root._bokeh_onload_callbacks\n    }\n    console.debug(\"Bokeh: all callbacks have finished\");\n  }\n\n  function load_libs(css_urls, js_urls, callback) {\n    if (css_urls == null) css_urls = [];\n    if (js_urls == null) js_urls = [];\n\n    root._bokeh_onload_callbacks.push(callback);\n    if (root._bokeh_is_loading > 0) {\n      console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n      return null;\n    }\n    if (js_urls == null || js_urls.length === 0) {\n      run_callbacks();\n      return null;\n    }\n    console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n    root._bokeh_is_loading = css_urls.length + js_urls.length;\n\n    function on_load() {\n      root._bokeh_is_loading--;\n      if (root._bokeh_is_loading === 0) {\n        console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n        run_callbacks()\n      }\n    }\n\n    function on_error(url) {\n      console.error(\"failed to load \" + url);\n    }\n\n    for (let i = 0; i < css_urls.length; i++) {\n      const url = css_urls[i];\n      const element = document.createElement(\"link\");\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.rel = \"stylesheet\";\n      element.type = \"text/css\";\n      element.href = url;\n      console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n      document.body.appendChild(element);\n    }\n\n    for (let i = 0; i < js_urls.length; i++) {\n      const url = js_urls[i];\n      const element = document.createElement('script');\n      element.onload = on_load;\n      element.onerror = on_error.bind(null, url);\n      element.async = false;\n      element.src = url;\n      console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n      document.head.appendChild(element);\n    }\n  };\n\n  function inject_raw_css(css) {\n    const element = document.createElement(\"style\");\n    element.appendChild(document.createTextNode(css));\n    document.body.appendChild(element);\n  }\n\n  const js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-2.4.3.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-mathjax-2.4.3.min.js\"];\n  const css_urls = [];\n\n  const inline_js = [    function(Bokeh) {\n      Bokeh.set_log_level(\"info\");\n    },\nfunction(Bokeh) {\n    }\n  ];\n\n  function run_inline_js() {\n    if (root.Bokeh !== undefined || force === true) {\n          for (let i = 0; i < inline_js.length; i++) {\n      inline_js[i].call(root, root.Bokeh);\n    }\nif (force === true) {\n        display_loaded();\n      }} else if (Date.now() < root._bokeh_timeout) {\n      setTimeout(run_inline_js, 100);\n    } else if (!root._bokeh_failed_load) {\n      console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n      root._bokeh_failed_load = true;\n    } else if (force !== true) {\n      const cell = $(document.getElementById(\"1002\")).parents('.cell').data().cell;\n      cell.output_area.append_execute_result(NB_LOAD_WARNING)\n    }\n  }\n\n  if (root._bokeh_is_loading === 0) {\n    console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n    run_inline_js();\n  } else {\n    load_libs(css_urls, js_urls, function() {\n      console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n      run_inline_js();\n    });\n  }\n}(window));"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "output_notebook()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "11dd389c-401e-4636-a047-b18272ec67c8",
   "metadata": {},
   "source": [
    "## ReadTheDocs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "952b4d09-e858-4538-a5dd-dc14724b8df4",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = utils.get_rtd_analytics_data('py-smarts')\n",
    "data_period = df['Date'].min().strftime('%Y-%m-%d') + ' to ' + df['Date'].max().strftime('%Y-%m-%d')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "13dc41b1-e8b9-4fe4-8532-7c625ea1d158",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "  <div class=\"bk-root\" id=\"db594e38-95b4-44f0-8a33-9cb3f83163ff\" data-root-id=\"1003\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "  const docs_json = {\"b54e095f-7632-44d9-9cee-218f9611616e\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1014\"}],\"center\":[{\"id\":\"1016\"},{\"id\":\"1020\"}],\"height\":350,\"left\":[{\"id\":\"1017\"}],\"renderers\":[{\"id\":\"1042\"}],\"title\":{\"id\":\"1004\"},\"toolbar\":{\"id\":\"1029\"},\"x_range\":{\"id\":\"1006\"},\"x_scale\":{\"id\":\"1010\"},\"y_range\":{\"id\":\"1008\"},\"y_scale\":{\"id\":\"1012\"}},\"id\":\"1003\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1049\"},\"group\":null,\"major_label_orientation\":1.57,\"major_label_policy\":{\"id\":\"1050\"},\"ticker\":{\"id\":\"1015\"}},\"id\":\"1014\",\"type\":\"CategoricalAxis\"},{\"attributes\":{\"axis\":{\"id\":\"1014\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1016\",\"type\":\"Grid\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1037\"},\"glyph\":{\"id\":\"1039\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1041\"},\"nonselection_glyph\":{\"id\":\"1040\"},\"view\":{\"id\":\"1043\"}},\"id\":\"1042\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1037\"}},\"id\":\"1043\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1051\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1010\",\"type\":\"CategoricalScale\"},{\"attributes\":{},\"id\":\"1012\",\"type\":\"LinearScale\"},{\"attributes\":{\"data\":{\"Version\":[\"latest\"],\"Views\":[5],\"index\":[0]},\"selected\":{\"id\":\"1052\"},\"selection_policy\":{\"id\":\"1051\"}},\"id\":\"1037\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1052\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1008\",\"type\":\"DataRange1d\"},{\"attributes\":{\"axis_label\":\"Total page views\",\"coordinates\":null,\"formatter\":{\"id\":\"1046\"},\"group\":null,\"major_label_policy\":{\"id\":\"1047\"},\"ticker\":{\"id\":\"1018\"}},\"id\":\"1017\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Page views by RTD version (2022-09-01 to 2022-11-29)\"},\"id\":\"1004\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1015\",\"type\":\"CategoricalTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1027\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"factors\":[\"latest\"]},\"id\":\"1006\",\"type\":\"FactorRange\"},{\"attributes\":{},\"id\":\"1046\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1026\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1025\",\"type\":\"ResetTool\"},{\"attributes\":{},\"id\":\"1024\",\"type\":\"SaveTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"white\"},\"top\":{\"field\":\"Views\"},\"width\":{\"value\":0.75},\"x\":{\"field\":\"Version\"}},\"id\":\"1041\",\"type\":\"VBar\"},{\"attributes\":{\"overlay\":{\"id\":\"1027\"}},\"id\":\"1023\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1021\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1022\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"white\"},\"top\":{\"field\":\"Views\"},\"width\":{\"value\":0.75},\"x\":{\"field\":\"Version\"}},\"id\":\"1040\",\"type\":\"VBar\"},{\"attributes\":{},\"id\":\"1047\",\"type\":\"AllLabels\"},{\"attributes\":{\"callback\":null,\"tooltips\":[[\"Version\",\"@Version\"],[\"Views\",\"@Views\"]]},\"id\":\"1028\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1049\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{},\"id\":\"1018\",\"type\":\"BasicTicker\"},{\"attributes\":{\"axis\":{\"id\":\"1017\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1020\",\"type\":\"Grid\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"line_color\":{\"value\":\"white\"},\"top\":{\"field\":\"Views\"},\"width\":{\"value\":0.75},\"x\":{\"field\":\"Version\"}},\"id\":\"1039\",\"type\":\"VBar\"},{\"attributes\":{\"tools\":[{\"id\":\"1021\"},{\"id\":\"1022\"},{\"id\":\"1023\"},{\"id\":\"1024\"},{\"id\":\"1025\"},{\"id\":\"1026\"},{\"id\":\"1028\"}]},\"id\":\"1029\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1050\",\"type\":\"AllLabels\"}],\"root_ids\":[\"1003\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
       "  const render_items = [{\"docid\":\"b54e095f-7632-44d9-9cee-218f9611616e\",\"root_ids\":[\"1003\"],\"roots\":{\"1003\":\"db594e38-95b4-44f0-8a33-9cb3f83163ff\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    let attempts = 0;\n",
       "    const timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1003"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "total_by_version = df.groupby('Version')['Views'].sum().reset_index()\n",
    "\n",
    "p = figure(x_range=total_by_version['Version'], height=350, tooltips=[(\"Version\", \"@Version\"), (\"Views\", \"@Views\")],\n",
    "           title=f\"Page views by RTD version ({data_period})\",)\n",
    "p.vbar(x='Version', top='Views', width=0.75, source=total_by_version,\n",
    "       line_color='white')\n",
    "p.xaxis.major_label_orientation = 3.14/2\n",
    "p.yaxis.axis_label = 'Total page views'\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "5822541d-31a7-404a-914a-ecf00a9719a7",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "  <div class=\"bk-root\" id=\"184bb75c-3c9a-41db-bfbf-fc612a2c0af0\" data-root-id=\"1104\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "  const docs_json = {\"109b5d2b-44c0-40da-91c1-10c1db5a9087\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1115\"}],\"center\":[{\"id\":\"1118\"},{\"id\":\"1122\"},{\"id\":\"1167\"}],\"height\":350,\"left\":[{\"id\":\"1119\"}],\"renderers\":[{\"id\":\"1143\"}],\"title\":{\"id\":\"1105\"},\"toolbar\":{\"id\":\"1130\"},\"x_range\":{\"id\":\"1107\"},\"x_scale\":{\"id\":\"1111\"},\"y_range\":{\"id\":\"1109\"},\"y_scale\":{\"id\":\"1113\"}},\"id\":\"1104\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{},\"id\":\"1152\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"months\":[0,6]},\"id\":\"1165\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1150\"},\"group\":null,\"major_label_policy\":{\"id\":\"1151\"},\"ticker\":{\"id\":\"1116\"}},\"id\":\"1115\",\"type\":\"DatetimeAxis\"},{\"attributes\":{},\"id\":\"1166\",\"type\":\"YearsTicker\"},{\"attributes\":{},\"id\":\"1153\",\"type\":\"Selection\"},{\"attributes\":{\"months\":[0,4,8]},\"id\":\"1164\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1140\",\"type\":\"Line\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1141\",\"type\":\"Line\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"1155\"},{\"id\":\"1156\"},{\"id\":\"1157\"},{\"id\":\"1158\"},{\"id\":\"1159\"},{\"id\":\"1160\"},{\"id\":\"1161\"},{\"id\":\"1162\"},{\"id\":\"1163\"},{\"id\":\"1164\"},{\"id\":\"1165\"},{\"id\":\"1166\"}]},\"id\":\"1116\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"source\":{\"id\":\"1139\"}},\"id\":\"1144\",\"type\":\"CDSView\"},{\"attributes\":{\"line_alpha\":0.2,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1142\",\"type\":\"Line\"},{\"attributes\":{\"axis_label\":\"Daily page views\",\"coordinates\":null,\"formatter\":{\"id\":\"1147\"},\"group\":null,\"major_label_policy\":{\"id\":\"1148\"},\"ticker\":{\"id\":\"1120\"}},\"id\":\"1119\",\"type\":\"LinearAxis\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"items\":[{\"id\":\"1168\"}]},\"id\":\"1167\",\"type\":\"Legend\"},{\"attributes\":{\"axis\":{\"id\":\"1119\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1122\",\"type\":\"Grid\"},{\"attributes\":{\"days\":[1,8,15,22]},\"id\":\"1160\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"1120\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1113\",\"type\":\"LinearScale\"},{\"attributes\":{\"tools\":[{\"id\":\"1123\"},{\"id\":\"1124\"},{\"id\":\"1125\"},{\"id\":\"1126\"},{\"id\":\"1127\"},{\"id\":\"1128\"},{\"id\":\"1137\"}]},\"id\":\"1130\",\"type\":\"Toolbar\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Daily views by RTD version\"},\"id\":\"1105\",\"type\":\"Title\"},{\"attributes\":{\"axis\":{\"id\":\"1115\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1118\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1128\",\"type\":\"HelpTool\"},{\"attributes\":{},\"id\":\"1147\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1124\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1148\",\"type\":\"AllLabels\"},{\"attributes\":{\"data\":{\"x\":{\"__ndarray__\":\"AAAAj2UveEIAAMD0ty94QgAAgFoKMHhCAABAwFwweEIAAAAmrzB4QgAAwIsBMXhCAACA8VMxeEIAAEBXpjF4QgAAAL34MXhCAADAIksyeEIAAICInTJ4QgAAQO7vMnhCAAAAVEIzeEIAAMC5lDN4QgAAgB/nM3hCAABAhTk0eEIAAADrizR4QgAAwFDeNHhCAACAtjA1eEIAAEAcgzV4QgAAAILVNXhCAADA5yc2eEIAAIBNejZ4QgAAQLPMNnhCAAAAGR83eEIAAMB+cTd4QgAAgOTDN3hCAABAShY4eEIAAACwaDh4QgAAwBW7OHhCAACAew05eEIAAEDhXzl4QgAAAEeyOXhCAADArAQ6eEIAAIASVzp4QgAAQHipOnhCAAAA3vs6eEIAAMBDTjt4QgAAgKmgO3hCAABAD/M7eEIAAAB1RTx4QgAAwNqXPHhCAACAQOo8eEIAAECmPD14QgAAAAyPPXhCAADAceE9eEIAAIDXMz54QgAAQD2GPnhCAAAAo9g+eEIAAMAIKz94QgAAgG59P3hCAABA1M8/eEIAAAA6IkB4QgAAwJ90QHhCAACABcdAeEIAAEBrGUF4QgAAANFrQXhCAADANr5BeEIAAICcEEJ4QgAAQAJjQnhCAAAAaLVCeEIAAMDNB0N4QgAAgDNaQ3hCAABAmaxDeEIAAAD//kN4QgAAwGRRRHhCAACAyqNEeEIAAEAw9kR4QgAAAJZIRXhCAADA+5pFeEIAAIBh7UV4QgAAQMc/RnhCAAAALZJGeEIAAMCS5EZ4QgAAgPg2R3hCAABAXolHeEIAAADE20d4QgAAwCkuSHhCAACAj4BIeEIAAED10kh4QgAAAFslSXhCAADAwHdJeEIAAIAmykl4QgAAQIwcSnhCAAAA8m5KeEIAAMBXwUp4QgAAgL0TS3hCAABAI2ZLeEIAAACJuEt4QgAAwO4KTHhC\",\"dtype\":\"float64\",\"order\":\"little\",\"shape\":[90]},\"y\":[1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,1]},\"selected\":{\"id\":\"1153\"},\"selection_policy\":{\"id\":\"1152\"}},\"id\":\"1139\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1126\",\"type\":\"SaveTool\"},{\"attributes\":{\"callback\":null,\"formatters\":{\"@x\":\"datetime\"},\"tooltips\":[[\"Date\",\"@x{%Y-%m-%d}\"],[\"Views\",\"@y\"]]},\"id\":\"1137\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1150\",\"type\":\"DatetimeTickFormatter\"},{\"attributes\":{\"overlay\":{\"id\":\"1129\"}},\"id\":\"1125\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"mantissas\":[1,2,5],\"max_interval\":500.0,\"num_minor_ticks\":0},\"id\":\"1155\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"1127\",\"type\":\"ResetTool\"},{\"attributes\":{\"label\":{\"value\":\"latest\"},\"renderers\":[{\"id\":\"1143\"}]},\"id\":\"1168\",\"type\":\"LegendItem\"},{\"attributes\":{},\"id\":\"1123\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1151\",\"type\":\"AllLabels\"},{\"attributes\":{\"base\":60,\"mantissas\":[1,2,5,10,15,20,30],\"max_interval\":1800000.0,\"min_interval\":1000.0,\"num_minor_ticks\":0},\"id\":\"1156\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{\"months\":[0,1,2,3,4,5,6,7,8,9,10,11]},\"id\":\"1162\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1139\"},\"glyph\":{\"id\":\"1140\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1142\"},\"nonselection_glyph\":{\"id\":\"1141\"},\"view\":{\"id\":\"1144\"}},\"id\":\"1143\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"base\":24,\"mantissas\":[1,2,4,6,8,12],\"max_interval\":43200000.0,\"min_interval\":3600000.0,\"num_minor_ticks\":0},\"id\":\"1157\",\"type\":\"AdaptiveTicker\"},{\"attributes\":{},\"id\":\"1107\",\"type\":\"DataRange1d\"},{\"attributes\":{\"months\":[0,2,4,6,8,10]},\"id\":\"1163\",\"type\":\"MonthsTicker\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1129\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1109\",\"type\":\"DataRange1d\"},{\"attributes\":{\"days\":[1,15]},\"id\":\"1161\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31]},\"id\":\"1158\",\"type\":\"DaysTicker\"},{\"attributes\":{\"days\":[1,4,7,10,13,16,19,22,25,28]},\"id\":\"1159\",\"type\":\"DaysTicker\"},{\"attributes\":{},\"id\":\"1111\",\"type\":\"LinearScale\"}],\"root_ids\":[\"1104\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
       "  const render_items = [{\"docid\":\"109b5d2b-44c0-40da-91c1-10c1db5a9087\",\"root_ids\":[\"1104\"],\"roots\":{\"1104\":\"184bb75c-3c9a-41db-bfbf-fc612a2c0af0\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    let attempts = 0;\n",
       "    const timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1104"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "daily_views = df.pivot_table(values='Views', index='Date', columns='Version', aggfunc='sum')[['latest']].fillna(0)\n",
    "daily_views = daily_views.resample('d').sum()\n",
    "\n",
    "p = figure(x_axis_type=\"datetime\", height=350, title=f\"Daily views by RTD version\")\n",
    "hover_tool = HoverTool(tooltips=[('Date', '@x{%Y-%m-%d}'), ('Views', '@y')],\n",
    "                       formatters={'@x': 'datetime'})\n",
    "hover_tool.point_policy = 'snap_to_data'\n",
    "p.add_tools(hover_tool)\n",
    "p.line(daily_views.index, daily_views['latest'], legend_label='latest')\n",
    "p.yaxis.axis_label = 'Daily page views'\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "c8ff8f63-726a-4c45-855c-0f268f72454e",
   "metadata": {},
   "outputs": [],
   "source": [
    "df2 = df.loc[(df['Version'] == 'latest'), :].copy()\n",
    "pathviews = df2.groupby('Path')['Views'].sum().reset_index()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "c03ced61-75e9-4e63-a87a-07c27adf77b2",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "  <div class=\"bk-root\" id=\"8b68b685-8e02-45f7-861b-586a54a7fe4d\" data-root-id=\"1311\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "  const docs_json = {\"476231fe-3243-4562-93c5-cc682ce68c58\":{\"defs\":[],\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1322\"}],\"center\":[{\"id\":\"1325\"},{\"id\":\"1328\"}],\"height\":400,\"left\":[{\"id\":\"1326\"}],\"renderers\":[{\"id\":\"1350\"}],\"title\":{\"id\":\"1312\"},\"toolbar\":{\"id\":\"1337\"},\"x_range\":{\"id\":\"1314\"},\"x_scale\":{\"id\":\"1318\"},\"y_range\":{\"id\":\"1316\"},\"y_scale\":{\"id\":\"1320\"}},\"id\":\"1311\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"bottom_units\":\"screen\",\"coordinates\":null,\"fill_alpha\":0.5,\"fill_color\":\"lightgrey\",\"group\":null,\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":1.0,\"line_color\":\"black\",\"line_dash\":[4,4],\"line_width\":2,\"right_units\":\"screen\",\"syncable\":false,\"top_units\":\"screen\"},\"id\":\"1335\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1391\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"coordinates\":null,\"formatter\":{\"id\":\"1386\"},\"group\":null,\"major_label_policy\":{\"id\":\"1387\"},\"ticker\":{\"id\":\"1327\"}},\"id\":\"1326\",\"type\":\"CategoricalAxis\"},{\"attributes\":{},\"id\":\"1392\",\"type\":\"Selection\"},{\"attributes\":{\"axis\":{\"id\":\"1326\"},\"coordinates\":null,\"dimension\":1,\"group\":null,\"ticker\":null},\"id\":\"1328\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1327\",\"type\":\"CategoricalTicker\"},{\"attributes\":{},\"id\":\"1332\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1330\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"axis_label\":\"Total page views\",\"coordinates\":null,\"formatter\":{\"id\":\"1389\"},\"group\":null,\"major_label_policy\":{\"id\":\"1390\"},\"ticker\":{\"id\":\"1323\"}},\"id\":\"1322\",\"type\":\"LinearAxis\"},{\"attributes\":{\"overlay\":{\"id\":\"1335\"}},\"id\":\"1331\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"factors\":[\"/index.html\",\"/genindex.html\",\"/search.html\"]},\"id\":\"1316\",\"type\":\"FactorRange\"},{\"attributes\":{\"data\":{\"Path\":[\"/index.html\",\"/genindex.html\",\"/search.html\"],\"Views\":[3,1,1],\"index\":[1,0,2]},\"selected\":{\"id\":\"1392\"},\"selection_policy\":{\"id\":\"1391\"}},\"id\":\"1345\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1345\"}},\"id\":\"1351\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1329\",\"type\":\"PanTool\"},{\"attributes\":{\"callback\":null,\"tooltips\":[[\"URL\",\"@Path\"],[\"Views\",\"@Views\"]]},\"id\":\"1336\",\"type\":\"HoverTool\"},{\"attributes\":{},\"id\":\"1386\",\"type\":\"CategoricalTickFormatter\"},{\"attributes\":{},\"id\":\"1387\",\"type\":\"AllLabels\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.2},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.2},\"height\":{\"value\":0.75},\"line_alpha\":{\"value\":0.2},\"line_color\":{\"value\":\"white\"},\"right\":{\"field\":\"Views\"},\"y\":{\"field\":\"Path\"}},\"id\":\"1349\",\"type\":\"HBar\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"hatch_alpha\":{\"value\":0.1},\"height\":{\"value\":0.75},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"white\"},\"right\":{\"field\":\"Views\"},\"y\":{\"field\":\"Path\"}},\"id\":\"1348\",\"type\":\"HBar\"},{\"attributes\":{},\"id\":\"1320\",\"type\":\"CategoricalScale\"},{\"attributes\":{},\"id\":\"1389\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"tools\":[{\"id\":\"1329\"},{\"id\":\"1330\"},{\"id\":\"1331\"},{\"id\":\"1332\"},{\"id\":\"1333\"},{\"id\":\"1334\"},{\"id\":\"1336\"}]},\"id\":\"1337\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1333\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"#1f77b4\"},\"height\":{\"value\":0.75},\"line_color\":{\"value\":\"white\"},\"right\":{\"field\":\"Views\"},\"y\":{\"field\":\"Path\"}},\"id\":\"1347\",\"type\":\"HBar\"},{\"attributes\":{},\"id\":\"1323\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1390\",\"type\":\"AllLabels\"},{\"attributes\":{\"coordinates\":null,\"group\":null,\"text\":\"Views by URL (2022-09-01 to 2022-11-29)\"},\"id\":\"1312\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1318\",\"type\":\"LinearScale\"},{\"attributes\":{\"coordinates\":null,\"data_source\":{\"id\":\"1345\"},\"glyph\":{\"id\":\"1347\"},\"group\":null,\"hover_glyph\":null,\"muted_glyph\":{\"id\":\"1349\"},\"nonselection_glyph\":{\"id\":\"1348\"},\"view\":{\"id\":\"1351\"}},\"id\":\"1350\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1334\",\"type\":\"HelpTool\"},{\"attributes\":{\"axis\":{\"id\":\"1322\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1325\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1314\",\"type\":\"DataRange1d\"}],\"root_ids\":[\"1311\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
       "  const render_items = [{\"docid\":\"476231fe-3243-4562-93c5-cc682ce68c58\",\"root_ids\":[\"1311\"],\"roots\":{\"1311\":\"8b68b685-8e02-45f7-861b-586a54a7fe4d\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    let attempts = 0;\n",
       "    const timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1311"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "subset = pathviews.sort_values('Views', ascending=False)\n",
    "p = figure(y_range=subset['Path'], height=400, tooltips=[(\"URL\", \"@Path\"), (\"Views\", \"@Views\")],\n",
    "           title=f\"Views by URL ({data_period})\")\n",
    "p.hbar(y='Path', right='Views', source=subset, height=0.75,\n",
    "       line_color='white')\n",
    "p.xaxis.axis_label = 'Total page views'\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "1db589f7-ccf2-435e-9d2d-409251dd9dc3",
   "metadata": {},
   "source": [
    "## GitHub"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "0a7abd61-24ed-46e1-9686-4af7333fbf76",
   "metadata": {},
   "outputs": [],
   "source": [
    "gh = utils.get_github_stars('nrel/py-smarts')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "23ab6b53-3aa0-4912-a1e9-a72af06fa48e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "  <div class=\"bk-root\" id=\"9a1a2fb0-552e-4d36-9b2f-ac45b3ad3179\" data-root-id=\"1444\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "  const docs_json = 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Stars\",\"@y\"]]},\"id\":\"1475\",\"type\":\"HoverTool\"},{\"attributes\":{\"axis\":{\"id\":\"1453\"},\"coordinates\":null,\"group\":null,\"ticker\":null},\"id\":\"1456\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1528\",\"type\":\"BasicTickFormatter\"}],\"root_ids\":[\"1444\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
       "  const render_items = [{\"docid\":\"49389304-9339-4a08-a8fa-1179e85ab13b\",\"root_ids\":[\"1444\"],\"roots\":{\"1444\":\"9a1a2fb0-552e-4d36-9b2f-ac45b3ad3179\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    let attempts = 0;\n",
       "    const timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1444"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "p = utils.plot_github_stars_timeseries(gh)\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "f7caf372-3e08-41b6-be9a-b7592e1970cf",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "  <div class=\"bk-root\" id=\"8a1d8d03-9fcd-46e2-bf8a-8cfba7823eb9\" data-root-id=\"1663\"></div>\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/javascript": [
       "(function(root) {\n",
       "  function embed_document(root) {\n",
       "  const docs_json = 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Contributors\",\"coordinates\":null,\"formatter\":{\"id\":\"1770\"},\"group\":null,\"major_label_policy\":{\"id\":\"1771\"},\"ticker\":{\"id\":\"1677\"}},\"id\":\"1676\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1684\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1698\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1774\",\"type\":\"AllLabels\"},{\"attributes\":{},\"id\":\"1666\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1683\",\"type\":\"SaveTool\"},{\"attributes\":{\"num_minor_ticks\":5,\"tickers\":[{\"id\":\"1778\"},{\"id\":\"1779\"},{\"id\":\"1780\"},{\"id\":\"1781\"},{\"id\":\"1782\"},{\"id\":\"1783\"},{\"id\":\"1784\"},{\"id\":\"1785\"},{\"id\":\"1786\"},{\"id\":\"1787\"},{\"id\":\"1788\"},{\"id\":\"1789\"}]},\"id\":\"1673\",\"type\":\"DatetimeTicker\"},{\"attributes\":{\"callback\":null,\"formatters\":{\"@x\":\"datetime\"},\"tooltips\":[[\"Date\",\"@x{%Y-%m-%d}\"],[\"Total Contributors\",\"@y\"]]},\"id\":\"1694\",\"type\":\"HoverTool\"}],\"root_ids\":[\"1663\"]},\"title\":\"Bokeh Application\",\"version\":\"2.4.3\"}};\n",
       "  const render_items = [{\"docid\":\"46617f5e-42cc-4268-8047-716c98e27258\",\"root_ids\":[\"1663\"],\"roots\":{\"1663\":\"8a1d8d03-9fcd-46e2-bf8a-8cfba7823eb9\"}}];\n",
       "  root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n",
       "  }\n",
       "  if (root.Bokeh !== undefined) {\n",
       "    embed_document(root);\n",
       "  } else {\n",
       "    let attempts = 0;\n",
       "    const timer = setInterval(function(root) {\n",
       "      if (root.Bokeh !== undefined) {\n",
       "        clearInterval(timer);\n",
       "        embed_document(root);\n",
       "      } else {\n",
       "        attempts++;\n",
       "        if (attempts > 100) {\n",
       "          clearInterval(timer);\n",
       "          console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n",
       "        }\n",
       "      }\n",
       "    }, 10, root)\n",
       "  }\n",
       "})(window);"
      ],
      "application/vnd.bokehjs_exec.v0+json": ""
     },
     "metadata": {
      "application/vnd.bokehjs_exec.v0+json": {
       "id": "1663"
      }
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "contributor_ts, _ = utils.get_github_contributor_timeseries(\"nrel/py-smarts\")\n",
    "p = utils.plot_github_contributors_timeseries(contributor_ts)\n",
    "show(p)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "69f09810-84e3-4be5-89d2-d9a474ad6675",
   "metadata": {},
   "outputs": [],
   "source": [
    "contributors = utils.get_github_contributors('nrel/py-smarts')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "5cc17041-8a39-4afd-bbf8-0af7fd6b8020",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.Image.Image image mode=RGBA size=645x60 at 0x24810B00E80>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "mosaic = utils.make_github_contributors_mosaic(contributors)\n",
    "mosaic"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "dd54b334-62c7-4201-b9a2-5690fb43c3d7",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "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": "3.9.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}