notebooks/sentinel_measures_by_practice.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "senior-orbit",
   "metadata": {},
   "outputs": [],
   "source": [
    "from IPython.display import HTML\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "import plotly.graph_objects as go\n",
    "from pandas.plotting import register_matplotlib_converters\n",
    "register_matplotlib_converters()\n",
    "\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "racial-trunk",
   "metadata": {},
   "outputs": [],
   "source": [
    "qrisk_df = pd.read_csv('../output/measure_qrisk2_practice_only.csv')\n",
    "\n",
    "#select practices that always have greater than threshold\n",
    "\n",
    "qrisk_selected_practices = []\n",
    "for practice in qrisk_df['practice'].unique():\n",
    "    subset = qrisk_df[qrisk_df['practice']==practice]\n",
    "    if subset['qrisk2'].min() >5:\n",
    "        qrisk_selected_practices.append(practice)\n",
    "\n",
    "\n",
    "practices = qrisk_selected_practices[0:20]\n",
    "qrisk_df[qrisk_df['practice'].isin(practices)].to_csv('../output/qrisk_check.csv')\n",
    "num_per_thousand = qrisk_df['qrisk2']/(qrisk_df['population']/1000)\n",
    "qrisk_df['rate'] = num_per_thousand\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "unlikely-mountain",
   "metadata": {},
   "outputs": [],
   "source": [
    "asthma_df = pd.read_csv('../output/measure_asthma_practice_only.csv')\n",
    "\n",
    "asthma_selected_practices = []\n",
    "for practice in asthma_df['practice'].unique():\n",
    "    subset = asthma_df[asthma_df['practice']==practice]\n",
    "    if subset['asthma'].min() >5:\n",
    "        asthma_selected_practices.append(practice)\n",
    "\n",
    "\n",
    "practices = asthma_selected_practices[0:20]\n",
    "asthma_df[asthma_df['practice'].isin(practices)].to_csv('../output/asthma_check.csv')\n",
    "\n",
    "num_per_thousand = asthma_df['asthma']/(asthma_df['population']/1000)\n",
    "asthma_df['rate'] = num_per_thousand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "fresh-weight",
   "metadata": {},
   "outputs": [],
   "source": [
    "copd_df = pd.read_csv('../output/measure_copd_practice_only.csv')\n",
    "\n",
    "\n",
    "copd_selected_practices = []\n",
    "for practice in copd_df['practice'].unique():\n",
    "    subset = copd_df[copd_df['practice']==practice]\n",
    "    if subset['copd'].min() >5:\n",
    "        copd_selected_practices.append(practice)\n",
    "\n",
    "\n",
    "practices = copd_selected_practices[0:20]\n",
    "\n",
    "copd_df[copd_df['practice'].isin(practices)].to_csv('../output/copd_check.csv')\n",
    "\n",
    "num_per_thousand = copd_df['copd']/(copd_df['population']/1000)\n",
    "copd_df['rate'] = num_per_thousand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "failing-kitty",
   "metadata": {
    "code_folding": []
   },
   "outputs": [],
   "source": [
    "def add_percentiles(df, period_column=None, column=None, show_outer_percentiles=True):\n",
    "    \"\"\"For each period in `period_column`, compute percentiles across that\n",
    "    range.\n",
    "    Adds `percentile` column.\n",
    "    \"\"\"\n",
    "    deciles = np.arange(0.1, 1, 0.1)\n",
    "    bottom_percentiles = np.arange(0.01, 0.1, 0.01)\n",
    "    top_percentiles = np.arange(0.91, 1, 0.01)\n",
    "    if show_outer_percentiles:\n",
    "        quantiles = np.concatenate((deciles, bottom_percentiles, top_percentiles))\n",
    "    else:\n",
    "        quantiles = deciles\n",
    "    df = df.groupby(period_column)[column].quantile(quantiles).reset_index()\n",
    "    df = df.rename(index=str, columns={\"level_1\": \"percentile\"})\n",
    "    # create integer range of percentiles\n",
    "    df[\"percentile\"] = df[\"percentile\"].apply(lambda x: int(x * 100))\n",
    "    return df\n",
    "\n",
    "\n",
    "def interactive_deciles_chart(\n",
    "    df,\n",
    "    practices,\n",
    "    period_column=None,\n",
    "    column=None,\n",
    "    title=\"\",\n",
    "    ylabel=\"\", \n",
    "    ):\n",
    "    \"\"\"period_column must be dates / datetimes\n",
    "    \"\"\"\n",
    "    \n",
    "    original_df = df\n",
    "    \n",
    "    df = add_percentiles(\n",
    "        df,\n",
    "        period_column=period_column,\n",
    "        column=column,\n",
    "        show_outer_percentiles=False,\n",
    "    )\n",
    " \n",
    "    fig = go.Figure()\n",
    "\n",
    "    linestyles = {\n",
    "        \"decile\": {\"color\": \"blue\", \"dash\": \"dash\"},\n",
    "        \"median\": {\"color\": \"blue\", \"dash\": \"solid\"},\n",
    "        \"percentile\": {\"color\": \"blue\", \"dash\": \"dash\"},\n",
    "    }\n",
    "    \n",
    "\n",
    "    \n",
    "    for percentile in np.unique(df['percentile']):\n",
    "        df_subset = df[df['percentile'] == percentile]\n",
    "        if percentile == 50:\n",
    "            fig.add_trace(go.Scatter(x=df_subset[period_column], y=df_subset[column], line={\n",
    "                          \"color\": \"blue\", \"dash\": \"solid\", \"width\": 1.2}, name=\"median\", visible=True))\n",
    "            \n",
    "        else:\n",
    "            fig.add_trace(go.Scatter(x=df_subset[period_column], y=df_subset[column], line={\n",
    "                          \"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, name=f\"decile {int(percentile/10)}\", visible=True))\n",
    "\n",
    "    \n",
    "    for practice in practices:\n",
    "        df_subset = original_df[original_df['practice']==practice]\n",
    "        fig.add_trace(go.Scatter(x=df_subset[period_column], y=df_subset[column], line={\n",
    "                          \"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, name=f\"{practice}\", visible=False))\n",
    "   \n",
    "    \n",
    "    buttons_list=[]\n",
    "    for i in range(len(practices)):\n",
    "        visible = [False]*len(practices)\n",
    "        visible[i] = True\n",
    "        \n",
    "        buttons_list.append(dict(args = [{'visible': [True]*9 + visible}],label=str(practices[i]),method=\"update\"))\n",
    "        \n",
    "\n",
    "    buttons_list.insert(0, dict(args = [{'visible':  [True]*9 + [False]*len(practices) }],label=\"All\",method=\"restyle\"))\n",
    "    \n",
    "    \n",
    "                \n",
    "     # Set title\n",
    "    fig.update_layout(\n",
    "        title_text=title,\n",
    "        hovermode='x',\n",
    "        title_x=0.5,\n",
    "\n",
    "\n",
    "    )\n",
    "\n",
    "    fig.update_yaxes(title=ylabel)\n",
    "    fig.update_xaxes(title=\"Date\")\n",
    "\n",
    "    # Add range slider\n",
    "    fig.update_layout(\n",
    "        xaxis=go.layout.XAxis(\n",
    "            rangeselector=dict(\n",
    "                buttons=list([\n",
    "                    dict(count=1,\n",
    "                         label=\"1m\",\n",
    "                         step=\"month\",\n",
    "                         stepmode=\"backward\"),\n",
    "                    dict(count=6,\n",
    "                         label=\"6m\",\n",
    "                         step=\"month\",\n",
    "                         stepmode=\"backward\"),\n",
    "\n",
    "                    dict(count=1,\n",
    "                         label=\"1y\",\n",
    "                         step=\"year\",\n",
    "                         stepmode=\"backward\"),\n",
    "                    dict(step=\"all\")\n",
    "                ])\n",
    "            ),\n",
    "            rangeslider=dict(\n",
    "                visible=True\n",
    "            ),\n",
    "            type=\"date\"\n",
    "        )\n",
    "        \n",
    "    \n",
    "    )\n",
    "    \n",
    "    fig.update_layout(\n",
    "    updatemenus=[\n",
    "        dict(\n",
    "            buttons=buttons_list,\n",
    "            direction=\"down\",\n",
    "            pad={\"r\": 10, \"t\": 10},\n",
    "           \n",
    "            x=1.0,\n",
    "            xanchor=\"left\",\n",
    "            y=1.1,\n",
    "            yanchor=\"top\"\n",
    "        ),\n",
    "    ]\n",
    ")\n",
    "\n",
    "    fig.update_layout(showlegend=False)\n",
    "    fig.show()\n",
    "\n"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "handmade-branch",
   "metadata": {},
   "source": [
    "## QRISK2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ongoing-honor",
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plotly.com"
       },
       "data": [
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 1",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          0,
          258.06451612903226,
          0,
          0,
          364.9122807017544,
          347.05882352941177,
          0,
          0,
          340.625,
          0,
          235.71428571428572,
          150.00000000000006,
          360,
          307.8571428571429,
          270.4545454545455,
          365.73426573426576,
          333.3333333333333,
          320,
          357.5757575757576,
          300.0000000000001,
          250,
          266.66666666666674,
          293.58974358974365,
          250,
          25.00000000000002,
          275
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 2",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          344.8275862068965,
          333.3333333333333,
          343.3333333333333,
          300,
          407.18954248366015,
          441.77777777777777,
          0,
          333.3333333333333,
          426.55826558265585,
          185.71428571428575,
          336.231884057971,
          386.6666666666667,
          419.35483870967744,
          420.17543859649123,
          382.40469208211147,
          411.64021164021165,
          422.8571428571429,
          421.2865497076024,
          458.7412587412588,
          437.3737373737374,
          363.6363636363637,
          350.8710801393728,
          363.8095238095238,
          423.0769230769231,
          365.90909090909093,
          357.5757575757576
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 3",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          434.7826086956522,
          388.8888888888889,
          400,
          354.8387096774194,
          500,
          454.3650793650794,
          384.61538461538476,
          428.57142857142856,
          478.57142857142856,
          378.84615384615387,
          372.72727272727275,
          435.88850174216026,
          444.4444444444445,
          434.82142857142856,
          413.3208255159475,
          437.7027027027027,
          460.00000000000006,
          450,
          477.94838709677424,
          470.82553191489365,
          440,
          438.46153846153857,
          446.7532467532468,
          444.4444444444445,
          395.75757575757575,
          434.82142857142856
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 4",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          447.3684210526316,
          482.7586206896552,
          434.5238095238095,
          405.4054054054054,
          500,
          490.43809523809523,
          482,
          472.2222222222223,
          500,
          430.35714285714283,
          439.24418604651163,
          489.6,
          500,
          489.47368421052636,
          457.5682382133995,
          469.04761904761904,
          485.02325581395354,
          490.4,
          489.7435897435898,
          500,
          473.6842105263158,
          500,
          483.50344827586207,
          477.2727272727273,
          426.30630630630634,
          453.4534534534535
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "solid",
          "width": 1.2
         },
         "name": "median",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          500,
          500,
          499.99999999999994,
          480,
          543.0839002267574,
          500,
          516.1290322580645,
          500,
          500,
          458.3333333333333,
          498,
          527.2952853598015,
          514.2857142857142,
          506,
          504.57575757575756,
          500,
          540.169133192389,
          500,
          500,
          529.5138888888889,
          500,
          500,
          500,
          500,
          482.8421052631579,
          492.4242424242424
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 6",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          524,
          500,
          500,
          515.1515151515151,
          600,
          519.1626409017713,
          534.8837209302326,
          555.5555555555555,
          533.8095238095239,
          520.8000000000001,
          552.2686025408349,
          564.9122807017544,
          571.4285714285714,
          538.1048387096774,
          571.4285714285714,
          532.6108374384236,
          598.1024667931688,
          521.951219512195,
          514.560236511456,
          540.2197802197802,
          525,
          500,
          528.5714285714284,
          502,
          548.7179487179486,
          500
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 7",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          555.5555555555557,
          538,
          550.9337860780985,
          600.0000000000001,
          610.7002360346185,
          558.1135902636917,
          583.3333333333335,
          571.4285714285714,
          562.5,
          540.6060606060606,
          575.1515151515151,
          600,
          650.0000000000001,
          570.3742203742204,
          600,
          600,
          655,
          575.9259259259261,
          571.4285714285714,
          576.9230769230769,
          583.3333333333334,
          540.6060606060606,
          602.1428571428571,
          538.4615384615385,
          579.1788856304985,
          531.9811988925376
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 8",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          642.8571428571429,
          571.4285714285714,
          569.078947368421,
          677.4193548387096,
          627.2727272727273,
          595.2941176470589,
          600,
          600,
          617.4242424242424,
          580.7486631016043,
          597.2413793103448,
          632.2751322751324,
          666.6666666666666,
          620.0000000000002,
          625.6410256410257,
          746.6666666666667,
          701.6666666666667,
          653.1701890989988,
          624.1521918941274,
          683.3333333333335,
          600,
          565.1567944250871,
          637.0370370370372,
          560.9756097560976,
          659.6491228070175,
          583.1578947368422
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 9",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          818.1818181818182,
          600,
          617.3076923076923,
          777.7777777777778,
          820.0000000000002,
          700.0000000000001,
          666.6666666666667,
          750,
          666.6666666666666,
          620.2898550724636,
          684.9529780564263,
          666.6666666666666,
          750,
          775.0000000000003,
          1000,
          1000,
          1000,
          756.3636363636366,
          750,
          1000,
          666.6666666666666,
          626.2725779967159,
          775.0000000000003,
          666.6666666666666,
          674.7747747747749,
          775.0000000000003
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "0",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          524,
          538,
          498,
          506,
          470,
          494,
          482,
          486,
          500,
          504,
          498,
          474,
          468,
          512,
          494,
          512,
          480,
          484,
          474,
          472,
          504,
          506,
          484,
          502,
          492,
          524.9500998003992
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "19",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          500.00000000000006,
          388.8888888888889,
          350,
          480,
          368.42105263157896,
          653.8461538461539,
          600,
          578.9473684210526,
          722.2222222222223,
          533.3333333333334,
          600,
          473.6842105263158,
          360,
          576.9230769230769,
          586.2068965517241,
          476.19047619047615,
          400,
          645.1612903225806,
          571.4285714285714,
          500,
          363.6363636363637,
          400,
          523.8095238095237,
          476.19047619047615,
          473.6842105263158,
          437.5
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "21",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          599.9999999999999,
          482.7586206896552,
          548.3870967741935,
          535.7142857142857,
          600,
          551.7241379310344,
          290.3225806451613,
          485.71428571428567,
          500.00000000000006,
          562.5,
          447.3684210526316,
          548.3870967741935,
          392.85714285714283,
          583.3333333333334,
          515.1515151515151,
          384.61538461538464,
          586.2068965517241,
          666.6666666666666,
          485.71428571428567,
          558.8235294117646,
          473.6842105263158,
          333.3333333333333,
          395.34883720930236,
          520,
          675.6756756756757,
          484.8484848484848
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "22",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          542.8571428571428,
          258.06451612903226,
          578.9473684210526,
          621.6216216216217,
          640,
          588.2352941176471,
          600,
          567.5675675675676,
          562.5,
          529.4117647058823,
          347.82608695652175,
          552.6315789473684,
          421.0526315789474,
          531.25,
          451.61290322580646,
          484.8484848484848,
          428.57142857142856,
          536.5853658536585,
          562.5,
          482.7586206896552,
          468.75,
          545.4545454545454,
          535.7142857142857,
          477.2727272727273,
          461.53846153846155,
          277.77777777777777
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "23",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          444.44444444444446,
          361.11111111111114,
          583.3333333333334,
          479.16666666666663,
          609.7560975609756,
          435.8974358974359,
          640,
          571.4285714285714,
          444.44444444444446,
          608.695652173913,
          575.7575757575758,
          648.6486486486486,
          419.35483870967744,
          422.22222222222223,
          387.0967741935484,
          452.38095238095235,
          333.3333333333333,
          422.22222222222223,
          500,
          531.25,
          444.44444444444446,
          500,
          592.5925925925926,
          545.4545454545455,
          393.93939393939394,
          459.4594594594595
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "24",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          384.61538461538464,
          538.4615384615385,
          499.99999999999994,
          405.4054054054054,
          370.3703703703704,
          562.5,
          583.3333333333334,
          555.5555555555555,
          414.6341463414634,
          437.5,
          575,
          538.4615384615385,
          680,
          548.3870967741935,
          410.2564102564103,
          432.43243243243245,
          629.6296296296297,
          450,
          487.1794871794872,
          448.9795918367347,
          525,
          341.4634146341463,
          512.1951219512194,
          444.44444444444446,
          628.5714285714286,
          617.0212765957447
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "25",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          441.8604651162791,
          447.3684210526316,
          375,
          483.8709677419355,
          530.6122448979592,
          452.38095238095235,
          454.54545454545456,
          513.5135135135135,
          606.060606060606,
          525,
          441.8604651162791,
          590.909090909091,
          547.6190476190476,
          473.6842105263158,
          571.4285714285714,
          542.8571428571428,
          488.37209302325584,
          404.25531914893617,
          641.025641025641,
          468.0851063829787,
          514.2857142857142,
          475,
          488.37209302325584,
          560.9756097560976,
          422.22222222222223,
          406.25
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "26",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          458.3333333333333,
          487.8048780487805,
          552.6315789473684,
          515.1515151515151,
          612.9032258064516,
          476.19047619047615,
          534.8837209302326,
          452.38095238095235,
          476.19047619047615,
          588.2352941176471,
          552.6315789473684,
          439.0243902439024,
          416.6666666666667,
          428.57142857142856,
          600,
          400,
          444.44444444444446,
          655.1724137931034,
          483.8709677419355,
          589.7435897435897,
          588.2352941176471,
          555.5555555555555,
          692.3076923076923,
          466.6666666666667,
          432.43243243243245,
          461.53846153846155
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "27",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          344.8275862068965,
          333.3333333333333,
          531.25,
          354.83870967741933,
          529.4117647058823,
          558.8235294117646,
          516.1290322580645,
          472.2222222222223,
          513.5135135135135,
          457.1428571428571,
          566.6666666666667,
          516.1290322580645,
          514.2857142857142,
          567.5675675675676,
          414.6341463414634,
          407.4074074074074,
          534.8837209302326,
          499.99999999999994,
          461.53846153846155,
          527.7777777777778,
          536.5853658536585,
          560.9756097560976,
          371.4285714285714,
          542.8571428571428,
          575.7575757575758,
          566.6666666666667
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "28",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          447.3684210526316,
          488.8888888888889,
          413.7931034482758,
          677.4193548387096,
          499.99999999999994,
          440,
          500.00000000000006,
          576.9230769230769,
          400,
          500,
          689.655172413793,
          608.695652173913,
          666.6666666666667,
          526.3157894736843,
          461.53846153846155,
          617.6470588235294,
          612.9032258064516,
          629.6296296296297,
          612.9032258064516,
          533.3333333333334,
          499.99999999999994,
          655.1724137931034,
          600,
          423.0769230769231,
          538.4615384615385,
          548.3870967741935
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "29",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          545.4545454545455,
          500,
          615.3846153846154,
          375,
          411.7647058823529,
          518.5185185185185,
          360,
          437.5,
          343.75,
          575.7575757575758,
          551.7241379310344,
          600,
          629.6296296296297,
          416.6666666666667,
          720,
          580.6451612903226,
          650,
          450,
          515.1515151515151,
          409.0909090909091,
          440,
          500,
          482.7586206896552,
          423.0769230769231,
          555.5555555555555,
          500
         ]
        }
       ],
       "layout": {
        "hovermode": "x",
        "showlegend": false,
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "",
         "x": 0.5
        },
        "updatemenus": [
         {
          "buttons": [
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "All",
            "method": "restyle"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "0",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "19",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "21",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "22",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "23",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "24",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "25",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false
              ]
             }
            ],
            "label": "26",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false
              ]
             }
            ],
            "label": "27",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false
              ]
             }
            ],
            "label": "28",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true
              ]
             }
            ],
            "label": "29",
            "method": "update"
           }
          ],
          "direction": "down",
          "pad": {
           "r": 10,
           "t": 10
          },
          "x": 1,
          "xanchor": "left",
          "y": 1.1,
          "yanchor": "top"
         }
        ],
        "xaxis": {
         "rangeselector": {
          "buttons": [
           {
            "count": 1,
            "label": "1m",
            "step": "month",
            "stepmode": "backward"
           },
           {
            "count": 6,
            "label": "6m",
            "step": "month",
            "stepmode": "backward"
           },
           {
            "count": 1,
            "label": "1y",
            "step": "year",
            "stepmode": "backward"
           },
           {
            "step": "all"
           }
          ]
         },
         "rangeslider": {
          "visible": true
         },
         "type": "date"
        },
        "yaxis": {
         "title": {
          "text": "Rate per 100,000"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"67b2ffb7-a5e9-47e3-88f2-9366bfc76fdf\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"67b2ffb7-a5e9-47e3-88f2-9366bfc76fdf\")) {                    Plotly.newPlot(                        \"67b2ffb7-a5e9-47e3-88f2-9366bfc76fdf\",                        [{\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 1\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [0.0, 258.06451612903226, 0.0, 0.0, 364.9122807017544, 347.05882352941177, 0.0, 0.0, 340.625, 0.0, 235.71428571428572, 150.00000000000006, 360.0, 307.8571428571429, 270.4545454545455, 365.73426573426576, 333.3333333333333, 320.0, 357.5757575757576, 300.0000000000001, 250.0, 266.66666666666674, 293.58974358974365, 250.0, 25.00000000000002, 275.0]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 2\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [344.8275862068965, 333.3333333333333, 343.3333333333333, 300.0, 407.18954248366015, 441.77777777777777, 0.0, 333.3333333333333, 426.55826558265585, 185.71428571428575, 336.231884057971, 386.6666666666667, 419.35483870967744, 420.17543859649123, 382.40469208211147, 411.64021164021165, 422.8571428571429, 421.2865497076024, 458.7412587412588, 437.3737373737374, 363.6363636363637, 350.8710801393728, 363.8095238095238, 423.0769230769231, 365.90909090909093, 357.5757575757576]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 3\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [434.7826086956522, 388.8888888888889, 400.0, 354.8387096774194, 500.0, 454.3650793650794, 384.61538461538476, 428.57142857142856, 478.57142857142856, 378.84615384615387, 372.72727272727275, 435.88850174216026, 444.4444444444445, 434.82142857142856, 413.3208255159475, 437.7027027027027, 460.00000000000006, 450.0, 477.94838709677424, 470.82553191489365, 440.0, 438.46153846153857, 446.7532467532468, 444.4444444444445, 395.75757575757575, 434.82142857142856]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 4\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [447.3684210526316, 482.7586206896552, 434.5238095238095, 405.4054054054054, 500.0, 490.43809523809523, 482.0, 472.2222222222223, 500.0, 430.35714285714283, 439.24418604651163, 489.6, 500.0, 489.47368421052636, 457.5682382133995, 469.04761904761904, 485.02325581395354, 490.4, 489.7435897435898, 500.0, 473.6842105263158, 500.0, 483.50344827586207, 477.2727272727273, 426.30630630630634, 453.4534534534535]}, {\"line\": {\"color\": \"blue\", \"dash\": \"solid\", \"width\": 1.2}, \"name\": \"median\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [500.0, 500.0, 499.99999999999994, 480.0, 543.0839002267574, 500.0, 516.1290322580645, 500.0, 500.0, 458.3333333333333, 498.0, 527.2952853598015, 514.2857142857142, 506.0, 504.57575757575756, 500.0, 540.169133192389, 500.0, 500.0, 529.5138888888889, 500.0, 500.0, 500.0, 500.0, 482.8421052631579, 492.4242424242424]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 6\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [524.0, 500.0, 500.0, 515.1515151515151, 600.0, 519.1626409017713, 534.8837209302326, 555.5555555555555, 533.8095238095239, 520.8000000000001, 552.2686025408349, 564.9122807017544, 571.4285714285714, 538.1048387096774, 571.4285714285714, 532.6108374384236, 598.1024667931688, 521.951219512195, 514.560236511456, 540.2197802197802, 525.0, 500.0, 528.5714285714284, 502.0, 548.7179487179486, 500.0]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 7\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [555.5555555555557, 538.0, 550.9337860780985, 600.0000000000001, 610.7002360346185, 558.1135902636917, 583.3333333333335, 571.4285714285714, 562.5, 540.6060606060606, 575.1515151515151, 600.0, 650.0000000000001, 570.3742203742204, 600.0, 600.0, 655.0, 575.9259259259261, 571.4285714285714, 576.9230769230769, 583.3333333333334, 540.6060606060606, 602.1428571428571, 538.4615384615385, 579.1788856304985, 531.9811988925376]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 8\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [642.8571428571429, 571.4285714285714, 569.078947368421, 677.4193548387096, 627.2727272727273, 595.2941176470589, 600.0, 600.0, 617.4242424242424, 580.7486631016043, 597.2413793103448, 632.2751322751324, 666.6666666666666, 620.0000000000002, 625.6410256410257, 746.6666666666667, 701.6666666666667, 653.1701890989988, 624.1521918941274, 683.3333333333335, 600.0, 565.1567944250871, 637.0370370370372, 560.9756097560976, 659.6491228070175, 583.1578947368422]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 9\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [818.1818181818182, 600.0, 617.3076923076923, 777.7777777777778, 820.0000000000002, 700.0000000000001, 666.6666666666667, 750.0, 666.6666666666666, 620.2898550724636, 684.9529780564263, 666.6666666666666, 750.0, 775.0000000000003, 1000.0, 1000.0, 1000.0, 756.3636363636366, 750.0, 1000.0, 666.6666666666666, 626.2725779967159, 775.0000000000003, 666.6666666666666, 674.7747747747749, 775.0000000000003]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"0\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [524.0, 538.0, 498.0, 506.0, 470.0, 494.0, 482.0, 486.0, 500.0, 504.0, 498.0, 474.0, 468.0, 512.0, 494.0, 512.0, 480.0, 484.0, 474.0, 472.0, 504.0, 506.0, 484.0, 502.0, 492.0, 524.9500998003992]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"19\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [500.00000000000006, 388.8888888888889, 350.0, 480.0, 368.42105263157896, 653.8461538461539, 600.0, 578.9473684210526, 722.2222222222223, 533.3333333333334, 600.0, 473.6842105263158, 360.0, 576.9230769230769, 586.2068965517241, 476.19047619047615, 400.0, 645.1612903225806, 571.4285714285714, 500.0, 363.6363636363637, 400.0, 523.8095238095237, 476.19047619047615, 473.6842105263158, 437.5]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"21\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [599.9999999999999, 482.7586206896552, 548.3870967741935, 535.7142857142857, 600.0, 551.7241379310344, 290.3225806451613, 485.71428571428567, 500.00000000000006, 562.5, 447.3684210526316, 548.3870967741935, 392.85714285714283, 583.3333333333334, 515.1515151515151, 384.61538461538464, 586.2068965517241, 666.6666666666666, 485.71428571428567, 558.8235294117646, 473.6842105263158, 333.3333333333333, 395.34883720930236, 520.0, 675.6756756756757, 484.8484848484848]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"22\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [542.8571428571428, 258.06451612903226, 578.9473684210526, 621.6216216216217, 640.0, 588.2352941176471, 600.0, 567.5675675675676, 562.5, 529.4117647058823, 347.82608695652175, 552.6315789473684, 421.0526315789474, 531.25, 451.61290322580646, 484.8484848484848, 428.57142857142856, 536.5853658536585, 562.5, 482.7586206896552, 468.75, 545.4545454545454, 535.7142857142857, 477.2727272727273, 461.53846153846155, 277.77777777777777]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"23\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [444.44444444444446, 361.11111111111114, 583.3333333333334, 479.16666666666663, 609.7560975609756, 435.8974358974359, 640.0, 571.4285714285714, 444.44444444444446, 608.695652173913, 575.7575757575758, 648.6486486486486, 419.35483870967744, 422.22222222222223, 387.0967741935484, 452.38095238095235, 333.3333333333333, 422.22222222222223, 500.0, 531.25, 444.44444444444446, 500.0, 592.5925925925926, 545.4545454545455, 393.93939393939394, 459.4594594594595]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"24\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [384.61538461538464, 538.4615384615385, 499.99999999999994, 405.4054054054054, 370.3703703703704, 562.5, 583.3333333333334, 555.5555555555555, 414.6341463414634, 437.5, 575.0, 538.4615384615385, 680.0, 548.3870967741935, 410.2564102564103, 432.43243243243245, 629.6296296296297, 450.0, 487.1794871794872, 448.9795918367347, 525.0, 341.4634146341463, 512.1951219512194, 444.44444444444446, 628.5714285714286, 617.0212765957447]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"25\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [441.8604651162791, 447.3684210526316, 375.0, 483.8709677419355, 530.6122448979592, 452.38095238095235, 454.54545454545456, 513.5135135135135, 606.060606060606, 525.0, 441.8604651162791, 590.909090909091, 547.6190476190476, 473.6842105263158, 571.4285714285714, 542.8571428571428, 488.37209302325584, 404.25531914893617, 641.025641025641, 468.0851063829787, 514.2857142857142, 475.0, 488.37209302325584, 560.9756097560976, 422.22222222222223, 406.25]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"26\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [458.3333333333333, 487.8048780487805, 552.6315789473684, 515.1515151515151, 612.9032258064516, 476.19047619047615, 534.8837209302326, 452.38095238095235, 476.19047619047615, 588.2352941176471, 552.6315789473684, 439.0243902439024, 416.6666666666667, 428.57142857142856, 600.0, 400.0, 444.44444444444446, 655.1724137931034, 483.8709677419355, 589.7435897435897, 588.2352941176471, 555.5555555555555, 692.3076923076923, 466.6666666666667, 432.43243243243245, 461.53846153846155]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"27\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [344.8275862068965, 333.3333333333333, 531.25, 354.83870967741933, 529.4117647058823, 558.8235294117646, 516.1290322580645, 472.2222222222223, 513.5135135135135, 457.1428571428571, 566.6666666666667, 516.1290322580645, 514.2857142857142, 567.5675675675676, 414.6341463414634, 407.4074074074074, 534.8837209302326, 499.99999999999994, 461.53846153846155, 527.7777777777778, 536.5853658536585, 560.9756097560976, 371.4285714285714, 542.8571428571428, 575.7575757575758, 566.6666666666667]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"28\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [447.3684210526316, 488.8888888888889, 413.7931034482758, 677.4193548387096, 499.99999999999994, 440.0, 500.00000000000006, 576.9230769230769, 400.0, 500.0, 689.655172413793, 608.695652173913, 666.6666666666667, 526.3157894736843, 461.53846153846155, 617.6470588235294, 612.9032258064516, 629.6296296296297, 612.9032258064516, 533.3333333333334, 499.99999999999994, 655.1724137931034, 600.0, 423.0769230769231, 538.4615384615385, 548.3870967741935]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"29\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [545.4545454545455, 500.0, 615.3846153846154, 375.0, 411.7647058823529, 518.5185185185185, 360.0, 437.5, 343.75, 575.7575757575758, 551.7241379310344, 600.0, 629.6296296296297, 416.6666666666667, 720.0, 580.6451612903226, 650.0, 450.0, 515.1515151515151, 409.0909090909091, 440.0, 500.0, 482.7586206896552, 423.0769230769231, 555.5555555555555, 500.0]}],                        {\"hovermode\": \"x\", \"showlegend\": false, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"\", \"x\": 0.5}, \"updatemenus\": [{\"buttons\": [{\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"All\", \"method\": \"restyle\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"0\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, true, false, false, false, false, false, false, false, false, false]}], \"label\": \"19\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, true, false, false, false, false, false, false, false, false]}], \"label\": \"21\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, true, false, false, false, false, false, false, false]}], \"label\": \"22\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, true, false, false, false, false, false, false]}], \"label\": \"23\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, true, false, false, false, false, false]}], \"label\": \"24\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, true, false, false, false, false]}], \"label\": \"25\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, true, false, false, false]}], \"label\": \"26\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, true, false, false]}], \"label\": \"27\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, true, false]}], \"label\": \"28\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, true]}], \"label\": \"29\", \"method\": \"update\"}], \"direction\": \"down\", \"pad\": {\"r\": 10, \"t\": 10}, \"x\": 1.0, \"xanchor\": \"left\", \"y\": 1.1, \"yanchor\": \"top\"}], \"xaxis\": {\"rangeselector\": {\"buttons\": [{\"count\": 1, \"label\": \"1m\", \"step\": \"month\", \"stepmode\": \"backward\"}, {\"count\": 6, \"label\": \"6m\", \"step\": \"month\", \"stepmode\": \"backward\"}, {\"count\": 1, \"label\": \"1y\", \"step\": \"year\", \"stepmode\": \"backward\"}, {\"step\": \"all\"}]}, \"rangeslider\": {\"visible\": true}, \"type\": \"date\"}, \"yaxis\": {\"title\": {\"text\": \"Rate per 100,000\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('67b2ffb7-a5e9-47e3-88f2-9366bfc76fdf');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "interactive_deciles_chart(qrisk_df,qrisk_selected_practices,period_column='date',column='rate',title=\"\",ylabel=\"Rate per 1000\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "assured-concrete",
   "metadata": {},
   "source": [
    "## COPD"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "respiratory-gathering",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plotly.com"
       },
       "data": [
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 1",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          0,
          333.3333333333333,
          160.00000000000006,
          0,
          325,
          155.5555555555556,
          0,
          333.3333333333333,
          0,
          308.57142857142867,
          391.7241379310345,
          241.66666666666669,
          333.3333333333333,
          225.00000000000009,
          378.41634738186457,
          0,
          328.57142857142856,
          0,
          223.8095238095238,
          180.00000000000006,
          285.7142857142857,
          160.00000000000006,
          0,
          0,
          256.57894736842104,
          298.4962406015038
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 2",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          357.1428571428571,
          379.31034482758616,
          289.0909090909091,
          307.6923076923077,
          372.22222222222223,
          433.1428571428571,
          285.7142857142857,
          391.30434782608694,
          342.85714285714283,
          421.8487394957983,
          441.4736842105263,
          369.0909090909092,
          440,
          361.40350877192986,
          461.64079822616407,
          284.8484848484849,
          360.00000000000006,
          271.42857142857144,
          338.18181818181824,
          331.37254901960785,
          400,
          323.0769230769231,
          328.2051282051282,
          200,
          339.3939393939394,
          374.3589743589744
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 3",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          400.00000000000006,
          428.57142857142856,
          372.61904761904765,
          400,
          410.2439024390244,
          448.4482758620689,
          360.00000000000006,
          457.1428571428571,
          403.2432432432433,
          457.3426573426574,
          474.7368421052632,
          429.1397849462366,
          484.8484848484848,
          396.1290322580645,
          484.55522971652005,
          387.6470588235294,
          437.87375415282395,
          403.8095238095238,
          411.3082039911308,
          377.5641025641026,
          447.3684210526316,
          437.7777777777778,
          421.19047619047626,
          423.0769230769231,
          384.61538461538464,
          470.5555555555556
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 4",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          444.44444444444446,
          458.3333333333333,
          432.3308270676692,
          428.57142857142856,
          464.1711229946524,
          468.7782805429864,
          444.44444444444446,
          498,
          443.05555555555554,
          476.47058823529414,
          488.8551724137931,
          457.5682382133995,
          500,
          427.88051209103844,
          500,
          413.6752136752137,
          470.87719298245617,
          447.39545121056494,
          436.16813294232657,
          451.4506769825919,
          488,
          474.7474747474748,
          459.7802197802198,
          472.2222222222223,
          457.0594594594595,
          496.4071856287425
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "solid",
          "width": 1.2
         },
         "name": "median",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          496,
          500.00000000000006,
          482.7586206896552,
          451.61290322580646,
          500,
          490.74074074074076,
          488.37209302325584,
          500,
          465.4761904761905,
          500,
          500,
          490.74074074074076,
          523.8095238095237,
          500,
          529.2307692307693,
          467.56978653530376,
          494.44444444444446,
          473.6842105263158,
          500,
          500,
          500,
          500,
          482.1428571428571,
          500,
          513.1313131313132,
          500
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 6",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          521.7391304347826,
          536.5853658536585,
          500,
          506,
          516.8774193548387,
          510.6823529411764,
          500,
          500,
          475.3387533875339,
          515.8303030303031,
          517.6946410515673,
          508,
          560,
          500,
          549.4949494949495,
          506.6666666666667,
          500,
          488.45528455284557,
          506.4,
          500,
          500,
          522.495894909688,
          500,
          500,
          544.4155844155844,
          571.4285714285714
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 7",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          600.0000000000001,
          571.4285714285716,
          522.2857142857142,
          555.5555555555557,
          520,
          554.7619047619048,
          512.0000000000001,
          583.3333333333334,
          500,
          538.3333333333334,
          545.4545454545455,
          580,
          607.1428571428573,
          511.40000000000003,
          586.5873015873017,
          560.7142857142858,
          586.4516129032259,
          500,
          573.5714285714286,
          525.6410256410256,
          600,
          552.1341463414634,
          541.0852713178294,
          545.4545454545456,
          585.0850850850852,
          612.5
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 8",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          800,
          666.6666666666666,
          546.0526315789474,
          625,
          533.733493397359,
          578.5822021116139,
          571.4285714285714,
          769.2307692307693,
          522.8606060606061,
          615.3846153846154,
          567.6691729323309,
          606.3157894736843,
          750,
          556.9444444444445,
          666.6666666666666,
          594.2857142857143,
          658.3877995642703,
          541.1636363636364,
          613.895781637717,
          589.7435897435898,
          629.6296296296297,
          582.8571428571429,
          588.9258028792914,
          625,
          666.6666666666666,
          666.6666666666666
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 9",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          833.3333333333334,
          1000,
          623.7499999999999,
          727.2727272727273,
          618.6507936507938,
          706.6666666666667,
          666.6666666666667,
          1000,
          595.8333333333334,
          759.9999999999998,
          800.0000000000007,
          666.6666666666666,
          1000,
          800.0000000000003,
          775.0000000000003,
          644.2815249266862,
          820.0000000000002,
          587.3684210526316,
          666.6666666666666,
          667.3469387755101,
          692.3076923076924,
          760,
          675.0000000000001,
          682.9268292682926,
          750,
          687.7659574468086
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "0",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          496,
          486,
          520,
          506,
          518,
          506,
          512,
          498,
          528,
          516,
          498,
          520,
          504,
          538,
          486,
          524,
          512,
          524,
          508,
          508,
          488,
          502,
          528,
          506,
          494,
          491.0179640718563
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "10",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-03-01",
          "2019-04-01",
          "2019-07-01",
          "2019-08-01",
          "2019-12-01",
          "2020-02-01",
          "2020-03-01",
          "2020-11-01",
          "2020-12-01"
         ],
         "y": [
          0,
          1000,
          1000,
          1000,
          1000,
          1000,
          0,
          500,
          0,
          0
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "12",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-04-01",
          "2019-05-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          1000,
          500,
          666.6666666666666,
          333.3333333333333,
          1000,
          1000,
          0,
          0,
          1000,
          600,
          1000,
          500,
          666.6666666666666,
          1000,
          0,
          571.4285714285714,
          0,
          1000,
          0,
          1000,
          0,
          750,
          0
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "13",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          0,
          1000,
          500,
          250,
          0,
          0,
          0,
          333.3333333333333,
          0,
          1000,
          600,
          750,
          500,
          666.6666666666666,
          750,
          333.3333333333333,
          400,
          833.3333333333334,
          666.6666666666666,
          0,
          1000,
          333.3333333333333,
          500,
          750,
          1000
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "14",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          833.3333333333334,
          333.3333333333333,
          428.57142857142856,
          1000,
          250,
          800,
          500,
          1000,
          500,
          142.85714285714286,
          500,
          600,
          666.6666666666666,
          333.3333333333333,
          1000,
          400,
          333.3333333333333,
          0,
          500,
          500,
          500,
          444.44444444444446,
          1000,
          0,
          666.6666666666666,
          666.6666666666666
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "15",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          833.3333333333334,
          400,
          500,
          600,
          600,
          444.44444444444446,
          500,
          142.85714285714286,
          500,
          666.6666666666666,
          545.4545454545455,
          571.4285714285714,
          333.3333333333333,
          250,
          714.2857142857142,
          571.4285714285714,
          500,
          0,
          250,
          200,
          600,
          333.3333333333333,
          500,
          125,
          400,
          600
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "16",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          444.44444444444446,
          666.6666666666666,
          400,
          400,
          375,
          555.5555555555555,
          444.44444444444446,
          444.44444444444446,
          625,
          470.5882352941176,
          333.3333333333333,
          666.6666666666666,
          714.2857142857142,
          545.4545454545455,
          555.5555555555555,
          571.4285714285714,
          714.2857142857142,
          545.4545454545455,
          416.6666666666667,
          555.5555555555555,
          750,
          200,
          500,
          625,
          750,
          142.85714285714286
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "17",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          421.0526315789474,
          272.72727272727275,
          357.1428571428571,
          555.5555555555555,
          400,
          450,
          384.61538461538464,
          500,
          583.3333333333334,
          571.4285714285714,
          625,
          285.7142857142857,
          800,
          375,
          500,
          500,
          428.57142857142856,
          777.7777777777778,
          500,
          583.3333333333334,
          333.33333333333337,
          600,
          750,
          428.57142857142856,
          777.7777777777778,
          437.5
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "18",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          357.1428571428571,
          416.6666666666667,
          222.22222222222223,
          83.33333333333333,
          722.2222222222223,
          529.4117647058823,
          666.6666666666667,
          350,
          466.6666666666667,
          428.57142857142856,
          473.6842105263158,
          166.66666666666666,
          500,
          500,
          370.3703703703704,
          400,
          466.6666666666667,
          500.00000000000006,
          409.0909090909091,
          615.3846153846154,
          600,
          500,
          461.53846153846155,
          583.3333333333334,
          384.61538461538464,
          666.6666666666667
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "19",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          363.6363636363637,
          444.44444444444446,
          500,
          440,
          526.3157894736843,
          461.53846153846155,
          250,
          473.6842105263158,
          444.44444444444446,
          533.3333333333334,
          440,
          631.578947368421,
          440,
          576.9230769230769,
          379.31034482758616,
          571.4285714285714,
          366.6666666666667,
          451.61290322580646,
          238.09523809523807,
          583.3333333333334,
          409.0909090909091,
          300,
          619.047619047619,
          571.4285714285714,
          315.7894736842105,
          625
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "20",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          400,
          379.31034482758616,
          468.75,
          464.2857142857143,
          361.11111111111114,
          388.8888888888889,
          619.047619047619,
          391.30434782608694,
          464.2857142857143,
          454.54545454545456,
          482.7586206896552,
          433.33333333333337,
          484.8484848484848,
          257.1428571428571,
          484.8484848484848,
          482.7586206896552,
          375,
          578.9473684210526,
          414.6341463414634,
          399.99999999999994,
          464.2857142857143,
          566.6666666666667,
          464.2857142857143,
          461.53846153846155,
          548.3870967741935,
          571.4285714285714
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "21",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          657.1428571428571,
          655.1724137931034,
          483.8709677419355,
          428.57142857142856,
          520,
          448.27586206896547,
          322.5806451612903,
          457.1428571428571,
          638.8888888888889,
          437.5,
          447.3684210526316,
          419.35483870967744,
          607.1428571428571,
          416.6666666666667,
          454.5454545454545,
          423.0769230769231,
          482.7586206896552,
          575.7575757575758,
          371.4285714285714,
          323.52941176470586,
          447.3684210526316,
          523.8095238095237,
          534.8837209302326,
          160,
          567.5675675675676,
          515.1515151515151
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "22",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          571.4285714285713,
          548.3870967741935,
          552.6315789473684,
          405.4054054054054,
          520,
          470.5882352941176,
          500,
          378.3783783783784,
          562.5,
          411.7647058823529,
          521.7391304347826,
          500,
          526.3157894736843,
          562.5,
          483.8709677419355,
          636.3636363636364,
          285.71428571428567,
          487.8048780487805,
          687.5,
          689.655172413793,
          500,
          484.8484848484848,
          392.85714285714283,
          545.4545454545455,
          538.4615384615385,
          472.2222222222223
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "23",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          388.8888888888889,
          500.00000000000006,
          395.8333333333333,
          520.8333333333334,
          414.6341463414634,
          564.1025641025641,
          620,
          404.76190476190476,
          472.2222222222223,
          521.7391304347826,
          666.6666666666666,
          675.6756756756757,
          451.61290322580646,
          466.6666666666667,
          483.8709677419355,
          452.38095238095235,
          499.99999999999994,
          488.8888888888889,
          575,
          500,
          629.6296296296297,
          433.33333333333337,
          370.3703703703704,
          477.2727272727273,
          545.4545454545454,
          486.4864864864865
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "24",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          564.1025641025641,
          512.8205128205128,
          523.8095238095237,
          405.4054054054054,
          518.5185185185185,
          562.5,
          500.00000000000006,
          583.3333333333334,
          487.8048780487805,
          468.75,
          475,
          461.53846153846155,
          560,
          387.0967741935484,
          564.1025641025641,
          378.3783783783784,
          703.7037037037037,
          500,
          615.3846153846154,
          673.469387755102,
          450,
          463.4146341463414,
          463.4146341463414,
          472.2222222222223,
          542.8571428571428,
          680.8510638297872
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "25",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          511.6279069767442,
          447.3684210526316,
          531.25,
          451.61290322580646,
          551.0204081632653,
          428.57142857142856,
          545.4545454545455,
          594.5945945945946,
          515.1515151515151,
          350,
          511.6279069767442,
          386.3636363636364,
          523.8095238095237,
          500,
          607.1428571428571,
          428.57142857142856,
          465.1162790697675,
          446.8085106382979,
          512.8205128205128,
          446.8085106382979,
          514.2857142857142,
          600,
          581.3953488372093,
          682.9268292682926,
          511.11111111111114,
          500
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "26",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          479.16666666666663,
          536.5853658536585,
          447.3684210526316,
          727.2727272727273,
          516.1290322580645,
          547.6190476190476,
          488.37209302325584,
          499.99999999999994,
          357.1428571428571,
          411.7647058823529,
          552.6315789473684,
          439.0243902439024,
          541.6666666666666,
          499.99999999999994,
          577.7777777777778,
          511.11111111111114,
          488.8888888888889,
          448.27586206896547,
          612.9032258064516,
          512.8205128205128,
          382.35294117647055,
          472.2222222222223,
          307.6923076923077,
          333.33333333333337,
          432.43243243243245,
          384.61538461538464
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "27",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          517.2413793103448,
          564.1025641025641,
          718.75,
          741.9354838709678,
          352.94117647058823,
          588.2352941176471,
          451.61290322580646,
          583.3333333333334,
          432.43243243243245,
          514.2857142857142,
          400,
          451.61290322580646,
          457.1428571428571,
          432.43243243243245,
          463.4146341463414,
          407.4074074074074,
          441.8604651162791,
          404.76190476190476,
          500,
          361.11111111111114,
          634.1463414634146,
          536.5853658536585,
          457.1428571428571,
          628.5714285714286,
          515.1515151515151,
          466.6666666666667
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "28",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          447.3684210526316,
          533.3333333333334,
          482.7586206896552,
          387.0967741935484,
          470.5882352941176,
          440,
          545.4545454545455,
          500,
          366.6666666666667,
          615.3846153846154,
          482.7586206896552,
          478.2608695652174,
          566.6666666666667,
          421.0526315789474,
          538.4615384615385,
          382.35294117647055,
          580.6451612903226,
          481.48148148148147,
          483.8709677419355,
          500,
          499.99999999999994,
          517.2413793103448,
          433.33333333333337,
          500,
          384.61538461538464,
          322.5806451612903
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "29",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          318.1818181818182,
          458.3333333333333,
          576.9230769230769,
          625,
          529.4117647058823,
          481.48148148148147,
          360,
          593.75,
          468.75,
          515.1515151515151,
          379.31034482758616,
          533.3333333333334,
          148.14814814814815,
          500,
          520,
          645.1612903225806,
          600,
          600,
          424.24242424242425,
          636.3636363636364,
          440,
          562.5,
          448.27586206896547,
          423.0769230769231,
          592.5925925925926,
          571.4285714285714
         ]
        }
       ],
       "layout": {
        "hovermode": "x",
        "showlegend": false,
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "",
         "x": 0.5
        },
        "updatemenus": [
         {
          "buttons": [
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "All",
            "method": "restyle"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "0",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "10",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "12",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "13",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "14",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "15",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "16",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "17",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "18",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "19",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "20",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "21",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "22",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "23",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "24",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "25",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "26",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "27",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "28",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "29",
            "method": "update"
           }
          ],
          "direction": "down",
          "pad": {
           "r": 10,
           "t": 10
          },
          "x": 1,
          "xanchor": "left",
          "y": 1.1,
          "yanchor": "top"
         }
        ],
        "xaxis": {
         "rangeselector": {
          "buttons": [
           {
            "count": 1,
            "label": "1m",
            "step": "month",
            "stepmode": "backward"
           },
           {
            "count": 6,
            "label": "6m",
            "step": "month",
            "stepmode": "backward"
           },
           {
            "count": 1,
            "label": "1y",
            "step": "year",
            "stepmode": "backward"
           },
           {
            "step": "all"
           }
          ]
         },
         "rangeslider": {
          "visible": true
         },
         "type": "date"
        },
        "yaxis": {
         "title": {
          "text": "Rate per 100,000"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"1a04be6b-46b9-4434-86b4-379bb98fa7dc\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"1a04be6b-46b9-4434-86b4-379bb98fa7dc\")) {                    Plotly.newPlot(                        \"1a04be6b-46b9-4434-86b4-379bb98fa7dc\",                        [{\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 1\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [0.0, 333.3333333333333, 160.00000000000006, 0.0, 325.0, 155.5555555555556, 0.0, 333.3333333333333, 0.0, 308.57142857142867, 391.7241379310345, 241.66666666666669, 333.3333333333333, 225.00000000000009, 378.41634738186457, 0.0, 328.57142857142856, 0.0, 223.8095238095238, 180.00000000000006, 285.7142857142857, 160.00000000000006, 0.0, 0.0, 256.57894736842104, 298.4962406015038]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 2\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [357.1428571428571, 379.31034482758616, 289.0909090909091, 307.6923076923077, 372.22222222222223, 433.1428571428571, 285.7142857142857, 391.30434782608694, 342.85714285714283, 421.8487394957983, 441.4736842105263, 369.0909090909092, 440.0, 361.40350877192986, 461.64079822616407, 284.8484848484849, 360.00000000000006, 271.42857142857144, 338.18181818181824, 331.37254901960785, 400.0, 323.0769230769231, 328.2051282051282, 200.0, 339.3939393939394, 374.3589743589744]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 3\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [400.00000000000006, 428.57142857142856, 372.61904761904765, 400.0, 410.2439024390244, 448.4482758620689, 360.00000000000006, 457.1428571428571, 403.2432432432433, 457.3426573426574, 474.7368421052632, 429.1397849462366, 484.8484848484848, 396.1290322580645, 484.55522971652005, 387.6470588235294, 437.87375415282395, 403.8095238095238, 411.3082039911308, 377.5641025641026, 447.3684210526316, 437.7777777777778, 421.19047619047626, 423.0769230769231, 384.61538461538464, 470.5555555555556]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 4\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [444.44444444444446, 458.3333333333333, 432.3308270676692, 428.57142857142856, 464.1711229946524, 468.7782805429864, 444.44444444444446, 498.0, 443.05555555555554, 476.47058823529414, 488.8551724137931, 457.5682382133995, 500.0, 427.88051209103844, 500.0, 413.6752136752137, 470.87719298245617, 447.39545121056494, 436.16813294232657, 451.4506769825919, 488.0, 474.7474747474748, 459.7802197802198, 472.2222222222223, 457.0594594594595, 496.4071856287425]}, {\"line\": {\"color\": \"blue\", \"dash\": \"solid\", \"width\": 1.2}, \"name\": \"median\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [496.0, 500.00000000000006, 482.7586206896552, 451.61290322580646, 500.0, 490.74074074074076, 488.37209302325584, 500.0, 465.4761904761905, 500.0, 500.0, 490.74074074074076, 523.8095238095237, 500.0, 529.2307692307693, 467.56978653530376, 494.44444444444446, 473.6842105263158, 500.0, 500.0, 500.0, 500.0, 482.1428571428571, 500.0, 513.1313131313132, 500.0]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 6\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [521.7391304347826, 536.5853658536585, 500.0, 506.0, 516.8774193548387, 510.6823529411764, 500.0, 500.0, 475.3387533875339, 515.8303030303031, 517.6946410515673, 508.0, 560.0, 500.0, 549.4949494949495, 506.6666666666667, 500.0, 488.45528455284557, 506.4, 500.0, 500.0, 522.495894909688, 500.0, 500.0, 544.4155844155844, 571.4285714285714]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 7\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [600.0000000000001, 571.4285714285716, 522.2857142857142, 555.5555555555557, 520.0, 554.7619047619048, 512.0000000000001, 583.3333333333334, 500.0, 538.3333333333334, 545.4545454545455, 580.0, 607.1428571428573, 511.40000000000003, 586.5873015873017, 560.7142857142858, 586.4516129032259, 500.0, 573.5714285714286, 525.6410256410256, 600.0, 552.1341463414634, 541.0852713178294, 545.4545454545456, 585.0850850850852, 612.5]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 8\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [800.0, 666.6666666666666, 546.0526315789474, 625.0, 533.733493397359, 578.5822021116139, 571.4285714285714, 769.2307692307693, 522.8606060606061, 615.3846153846154, 567.6691729323309, 606.3157894736843, 750.0, 556.9444444444445, 666.6666666666666, 594.2857142857143, 658.3877995642703, 541.1636363636364, 613.895781637717, 589.7435897435898, 629.6296296296297, 582.8571428571429, 588.9258028792914, 625.0, 666.6666666666666, 666.6666666666666]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 9\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [833.3333333333334, 1000.0, 623.7499999999999, 727.2727272727273, 618.6507936507938, 706.6666666666667, 666.6666666666667, 1000.0, 595.8333333333334, 759.9999999999998, 800.0000000000007, 666.6666666666666, 1000.0, 800.0000000000003, 775.0000000000003, 644.2815249266862, 820.0000000000002, 587.3684210526316, 666.6666666666666, 667.3469387755101, 692.3076923076924, 760.0, 675.0000000000001, 682.9268292682926, 750.0, 687.7659574468086]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"0\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [496.0, 486.0, 520.0, 506.0, 518.0, 506.0, 512.0, 498.0, 528.0, 516.0, 498.0, 520.0, 504.0, 538.0, 486.0, 524.0, 512.0, 524.0, 508.0, 508.0, 488.0, 502.0, 528.0, 506.0, 494.0, 491.0179640718563]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"10\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-03-01\", \"2019-04-01\", \"2019-07-01\", \"2019-08-01\", \"2019-12-01\", \"2020-02-01\", \"2020-03-01\", \"2020-11-01\", \"2020-12-01\"], \"y\": [0.0, 1000.0, 1000.0, 1000.0, 1000.0, 1000.0, 0.0, 500.0, 0.0, 0.0]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"12\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-04-01\", \"2019-05-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [1000.0, 500.0, 666.6666666666666, 333.3333333333333, 1000.0, 1000.0, 0.0, 0.0, 1000.0, 600.0, 1000.0, 500.0, 666.6666666666666, 1000.0, 0.0, 571.4285714285714, 0.0, 1000.0, 0.0, 1000.0, 0.0, 750.0, 0.0]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"13\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [0.0, 1000.0, 500.0, 250.0, 0.0, 0.0, 0.0, 333.3333333333333, 0.0, 1000.0, 600.0, 750.0, 500.0, 666.6666666666666, 750.0, 333.3333333333333, 400.0, 833.3333333333334, 666.6666666666666, 0.0, 1000.0, 333.3333333333333, 500.0, 750.0, 1000.0]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"14\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [833.3333333333334, 333.3333333333333, 428.57142857142856, 1000.0, 250.0, 800.0, 500.0, 1000.0, 500.0, 142.85714285714286, 500.0, 600.0, 666.6666666666666, 333.3333333333333, 1000.0, 400.0, 333.3333333333333, 0.0, 500.0, 500.0, 500.0, 444.44444444444446, 1000.0, 0.0, 666.6666666666666, 666.6666666666666]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"15\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [833.3333333333334, 400.0, 500.0, 600.0, 600.0, 444.44444444444446, 500.0, 142.85714285714286, 500.0, 666.6666666666666, 545.4545454545455, 571.4285714285714, 333.3333333333333, 250.0, 714.2857142857142, 571.4285714285714, 500.0, 0.0, 250.0, 200.0, 600.0, 333.3333333333333, 500.0, 125.0, 400.0, 600.0]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"16\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [444.44444444444446, 666.6666666666666, 400.0, 400.0, 375.0, 555.5555555555555, 444.44444444444446, 444.44444444444446, 625.0, 470.5882352941176, 333.3333333333333, 666.6666666666666, 714.2857142857142, 545.4545454545455, 555.5555555555555, 571.4285714285714, 714.2857142857142, 545.4545454545455, 416.6666666666667, 555.5555555555555, 750.0, 200.0, 500.0, 625.0, 750.0, 142.85714285714286]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"17\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [421.0526315789474, 272.72727272727275, 357.1428571428571, 555.5555555555555, 400.0, 450.0, 384.61538461538464, 500.0, 583.3333333333334, 571.4285714285714, 625.0, 285.7142857142857, 800.0, 375.0, 500.0, 500.0, 428.57142857142856, 777.7777777777778, 500.0, 583.3333333333334, 333.33333333333337, 600.0, 750.0, 428.57142857142856, 777.7777777777778, 437.5]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"18\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [357.1428571428571, 416.6666666666667, 222.22222222222223, 83.33333333333333, 722.2222222222223, 529.4117647058823, 666.6666666666667, 350.0, 466.6666666666667, 428.57142857142856, 473.6842105263158, 166.66666666666666, 500.0, 500.0, 370.3703703703704, 400.0, 466.6666666666667, 500.00000000000006, 409.0909090909091, 615.3846153846154, 600.0, 500.0, 461.53846153846155, 583.3333333333334, 384.61538461538464, 666.6666666666667]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"19\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [363.6363636363637, 444.44444444444446, 500.0, 440.0, 526.3157894736843, 461.53846153846155, 250.0, 473.6842105263158, 444.44444444444446, 533.3333333333334, 440.0, 631.578947368421, 440.0, 576.9230769230769, 379.31034482758616, 571.4285714285714, 366.6666666666667, 451.61290322580646, 238.09523809523807, 583.3333333333334, 409.0909090909091, 300.0, 619.047619047619, 571.4285714285714, 315.7894736842105, 625.0]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"20\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [400.0, 379.31034482758616, 468.75, 464.2857142857143, 361.11111111111114, 388.8888888888889, 619.047619047619, 391.30434782608694, 464.2857142857143, 454.54545454545456, 482.7586206896552, 433.33333333333337, 484.8484848484848, 257.1428571428571, 484.8484848484848, 482.7586206896552, 375.0, 578.9473684210526, 414.6341463414634, 399.99999999999994, 464.2857142857143, 566.6666666666667, 464.2857142857143, 461.53846153846155, 548.3870967741935, 571.4285714285714]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"21\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [657.1428571428571, 655.1724137931034, 483.8709677419355, 428.57142857142856, 520.0, 448.27586206896547, 322.5806451612903, 457.1428571428571, 638.8888888888889, 437.5, 447.3684210526316, 419.35483870967744, 607.1428571428571, 416.6666666666667, 454.5454545454545, 423.0769230769231, 482.7586206896552, 575.7575757575758, 371.4285714285714, 323.52941176470586, 447.3684210526316, 523.8095238095237, 534.8837209302326, 160.0, 567.5675675675676, 515.1515151515151]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"22\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [571.4285714285713, 548.3870967741935, 552.6315789473684, 405.4054054054054, 520.0, 470.5882352941176, 500.0, 378.3783783783784, 562.5, 411.7647058823529, 521.7391304347826, 500.0, 526.3157894736843, 562.5, 483.8709677419355, 636.3636363636364, 285.71428571428567, 487.8048780487805, 687.5, 689.655172413793, 500.0, 484.8484848484848, 392.85714285714283, 545.4545454545455, 538.4615384615385, 472.2222222222223]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"23\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [388.8888888888889, 500.00000000000006, 395.8333333333333, 520.8333333333334, 414.6341463414634, 564.1025641025641, 620.0, 404.76190476190476, 472.2222222222223, 521.7391304347826, 666.6666666666666, 675.6756756756757, 451.61290322580646, 466.6666666666667, 483.8709677419355, 452.38095238095235, 499.99999999999994, 488.8888888888889, 575.0, 500.0, 629.6296296296297, 433.33333333333337, 370.3703703703704, 477.2727272727273, 545.4545454545454, 486.4864864864865]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"24\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [564.1025641025641, 512.8205128205128, 523.8095238095237, 405.4054054054054, 518.5185185185185, 562.5, 500.00000000000006, 583.3333333333334, 487.8048780487805, 468.75, 475.0, 461.53846153846155, 560.0, 387.0967741935484, 564.1025641025641, 378.3783783783784, 703.7037037037037, 500.0, 615.3846153846154, 673.469387755102, 450.0, 463.4146341463414, 463.4146341463414, 472.2222222222223, 542.8571428571428, 680.8510638297872]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"25\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [511.6279069767442, 447.3684210526316, 531.25, 451.61290322580646, 551.0204081632653, 428.57142857142856, 545.4545454545455, 594.5945945945946, 515.1515151515151, 350.0, 511.6279069767442, 386.3636363636364, 523.8095238095237, 500.0, 607.1428571428571, 428.57142857142856, 465.1162790697675, 446.8085106382979, 512.8205128205128, 446.8085106382979, 514.2857142857142, 600.0, 581.3953488372093, 682.9268292682926, 511.11111111111114, 500.0]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"26\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [479.16666666666663, 536.5853658536585, 447.3684210526316, 727.2727272727273, 516.1290322580645, 547.6190476190476, 488.37209302325584, 499.99999999999994, 357.1428571428571, 411.7647058823529, 552.6315789473684, 439.0243902439024, 541.6666666666666, 499.99999999999994, 577.7777777777778, 511.11111111111114, 488.8888888888889, 448.27586206896547, 612.9032258064516, 512.8205128205128, 382.35294117647055, 472.2222222222223, 307.6923076923077, 333.33333333333337, 432.43243243243245, 384.61538461538464]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"27\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [517.2413793103448, 564.1025641025641, 718.75, 741.9354838709678, 352.94117647058823, 588.2352941176471, 451.61290322580646, 583.3333333333334, 432.43243243243245, 514.2857142857142, 400.0, 451.61290322580646, 457.1428571428571, 432.43243243243245, 463.4146341463414, 407.4074074074074, 441.8604651162791, 404.76190476190476, 500.0, 361.11111111111114, 634.1463414634146, 536.5853658536585, 457.1428571428571, 628.5714285714286, 515.1515151515151, 466.6666666666667]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"28\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [447.3684210526316, 533.3333333333334, 482.7586206896552, 387.0967741935484, 470.5882352941176, 440.0, 545.4545454545455, 500.0, 366.6666666666667, 615.3846153846154, 482.7586206896552, 478.2608695652174, 566.6666666666667, 421.0526315789474, 538.4615384615385, 382.35294117647055, 580.6451612903226, 481.48148148148147, 483.8709677419355, 500.0, 499.99999999999994, 517.2413793103448, 433.33333333333337, 500.0, 384.61538461538464, 322.5806451612903]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"29\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [318.1818181818182, 458.3333333333333, 576.9230769230769, 625.0, 529.4117647058823, 481.48148148148147, 360.0, 593.75, 468.75, 515.1515151515151, 379.31034482758616, 533.3333333333334, 148.14814814814815, 500.0, 520.0, 645.1612903225806, 600.0, 600.0, 424.24242424242425, 636.3636363636364, 440.0, 562.5, 448.27586206896547, 423.0769230769231, 592.5925925925926, 571.4285714285714]}],                        {\"hovermode\": \"x\", \"showlegend\": false, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"\", \"x\": 0.5}, \"updatemenus\": [{\"buttons\": [{\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"All\", \"method\": \"restyle\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"0\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"10\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"12\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"13\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"14\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"15\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"16\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"17\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"18\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"19\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"20\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"21\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"22\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"23\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"24\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"25\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"26\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"27\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"28\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, true, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"29\", \"method\": \"update\"}], \"direction\": \"down\", \"pad\": {\"r\": 10, \"t\": 10}, \"x\": 1.0, \"xanchor\": \"left\", \"y\": 1.1, \"yanchor\": \"top\"}], \"xaxis\": {\"rangeselector\": {\"buttons\": [{\"count\": 1, \"label\": \"1m\", \"step\": \"month\", \"stepmode\": \"backward\"}, {\"count\": 6, \"label\": \"6m\", \"step\": \"month\", \"stepmode\": \"backward\"}, {\"count\": 1, \"label\": \"1y\", \"step\": \"year\", \"stepmode\": \"backward\"}, {\"step\": \"all\"}]}, \"rangeslider\": {\"visible\": true}, \"type\": \"date\"}, \"yaxis\": {\"title\": {\"text\": \"Rate per 100,000\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('1a04be6b-46b9-4434-86b4-379bb98fa7dc');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "interactive_deciles_chart(copd_df,copd_selected_practices,period_column='date',column='rate',title=\"\",ylabel=\"Rate per 1000\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "typical-consumer",
   "metadata": {},
   "source": [
    "## Asthma"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "neural-bradley",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.plotly.v1+json": {
       "config": {
        "plotlyServerURL": "https://plotly.com"
       },
       "data": [
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 1",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          333.3333333333333,
          250,
          268.5714285714286,
          0,
          352.27272727272737,
          233.33333333333337,
          300,
          312.5,
          293.75,
          100.00000000000003,
          300,
          328.57142857142856,
          0,
          332.8947368421053,
          214.28571428571433,
          205,
          332.258064516129,
          307.5,
          316.6666666666667,
          192.85714285714292,
          333.3333333333333,
          133.33333333333337,
          286.3636363636365,
          0,
          11.111111111111121,
          0
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 2",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          375,
          333.3333333333333,
          386.6071428571429,
          320,
          430.3605313092979,
          397.43589743589746,
          460,
          423.0769230769231,
          333.3333333333333,
          433.92857142857144,
          410.0313479623825,
          386.72768878718534,
          300,
          420.17543859649123,
          333.3333333333333,
          342.5287356321839,
          417.7777777777778,
          396.03815113719736,
          384.94623655913983,
          306.15384615384613,
          390.2439024390244,
          384.61538461538464,
          333.3333333333333,
          307.6923076923077,
          333.3333333333333,
          380.95238095238096
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 3",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          400,
          392.8571428571429,
          425.00000000000006,
          333.33333333333337,
          472.75541795665634,
          454.2016806722689,
          500,
          450,
          382.964782964783,
          474.3529411764706,
          422.7586206896552,
          471.57894736842104,
          400.00000000000006,
          442.36111111111114,
          361.6883116883117,
          435.7142857142857,
          477.45714285714286,
          472.280701754386,
          457.3426573426574,
          371.5909090909091,
          409.0909090909092,
          420.2090592334495,
          380.34188034188037,
          361.11111111111126,
          413.03030303030306,
          441.8803418803419
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 4",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          428.57142857142856,
          451.61290322580646,
          460.00000000000006,
          440,
          500,
          479.6521739130435,
          500,
          476.19047619047615,
          447.6190476190476,
          500,
          493.0232558139535,
          498.4,
          440,
          496,
          424.88479262672814,
          484.4,
          517.6470588235294,
          492.6829268292683,
          484.169696969697,
          414.10256410256414,
          500,
          444.5528455284553,
          484.021164021164,
          454.54545454545456,
          485.19480519480516,
          464.2857142857143
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "solid",
          "width": 1.2
         },
         "name": "median",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          500,
          487.8048780487805,
          526.3157894736843,
          500,
          500,
          495,
          545.4545454545455,
          500,
          500,
          500,
          500,
          500,
          500,
          500,
          483.80355276907,
          507.57575757575756,
          580.171358629131,
          500,
          487.8048780487805,
          464.81178396072016,
          500,
          484.8484848484848,
          500,
          500,
          500,
          496.5069860279441
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 6",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          517.2413793103448,
          500,
          530.6,
          524,
          514.1224489795918,
          533.3333333333334,
          571.4285714285714,
          529.4117647058823,
          501.6,
          536.6515837104072,
          512.290909090909,
          519.3548387096773,
          500,
          531.4285714285713,
          500,
          565.079365079365,
          607.6190476190475,
          510.8,
          519.047619047619,
          500,
          520,
          500,
          500.8,
          500,
          514.4963144963145,
          528.2894736842105
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 7",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          555.5555555555557,
          500.00000000000017,
          580.6896551724138,
          567.5675675675676,
          543.609756097561,
          588.2352941176471,
          615.3846153846155,
          571.4285714285714,
          536.260162601626,
          555.6818181818182,
          526.3157894736843,
          591.1988911988911,
          512.0000000000002,
          557.6388888888889,
          526.5993265993266,
          575.8730158730159,
          704.2857142857142,
          546.3636363636364,
          580.1864801864803,
          503.06122448979596,
          562.5000000000001,
          532.7111111111111,
          544.2307692307692,
          510.0000000000001,
          582.1621621621623,
          578.030303030303
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 8",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          666.6666666666667,
          555.5555555555555,
          700,
          600,
          613.3333333333335,
          640.0000000000001,
          666.6666666666666,
          714.2857142857142,
          589.5833333333334,
          613.3333333333334,
          543.0303030303031,
          605.925925925926,
          583.3333333333334,
          666.6666666666666,
          584.516129032258,
          656.4102564102565,
          866.6666666666672,
          554.4444444444445,
          682.3529411764706,
          629.8850574712644,
          600,
          571.4285714285714,
          571.4285714285714,
          590.909090909091,
          628.34008097166,
          625.4545454545458
         ]
        },
        {
         "line": {
          "color": "blue",
          "dash": "dash",
          "width": 1
         },
         "name": "decile 9",
         "type": "scatter",
         "visible": true,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          1000,
          600,
          799.9999999999998,
          692.3076923076924,
          717.8571428571429,
          673.8095238095239,
          800,
          1000,
          666.6666666666666,
          771.4285714285712,
          613.4932533733133,
          680.0000000000002,
          1000,
          836.3636363636367,
          666.6666666666666,
          975.0000000000006,
          1000,
          612.6315789473684,
          750,
          752.7777777777778,
          692.3076923076924,
          656.5517241379308,
          666.6666666666666,
          714.2857142857142,
          665.3846153846154,
          775.0000000000003
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "0",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          520,
          528,
          528,
          524,
          498,
          490,
          466,
          504,
          508,
          480,
          508,
          496,
          512,
          490,
          514,
          474,
          478,
          518,
          484,
          528,
          502,
          536,
          502,
          510,
          488,
          493.01397205588825
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "19",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          500.00000000000006,
          388.8888888888889,
          450,
          320,
          473.6842105263158,
          384.61538461538464,
          500,
          631.578947368421,
          500.00000000000006,
          633.3333333333334,
          440,
          473.6842105263158,
          440,
          500,
          482.7586206896552,
          571.4285714285714,
          500,
          483.8709677419355,
          523.8095238095237,
          416.6666666666667,
          409.0909090909091,
          500,
          666.6666666666666,
          619.047619047619,
          526.3157894736843,
          750
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "20",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          466.6666666666667,
          482.7586206896552,
          406.25,
          285.7142857142857,
          444.44444444444446,
          527.7777777777778,
          571.4285714285714,
          391.30434782608694,
          428.57142857142856,
          545.4545454545455,
          413.7931034482758,
          466.6666666666667,
          454.5454545454545,
          542.8571428571428,
          545.4545454545454,
          379.31034482758616,
          500,
          473.6842105263158,
          487.8048780487805,
          428.57142857142856,
          607.1428571428571,
          466.6666666666667,
          571.4285714285714,
          423.0769230769231,
          483.8709677419355,
          464.2857142857143
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "21",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          542.8571428571428,
          448.27586206896547,
          354.83870967741933,
          357.1428571428571,
          560,
          379.31034482758616,
          709.6774193548387,
          428.57142857142856,
          500.00000000000006,
          562.5,
          526.3157894736843,
          548.3870967741935,
          500,
          666.6666666666666,
          484.8484848484848,
          615.3846153846154,
          586.2068965517241,
          545.4545454545454,
          485.71428571428567,
          470.5882352941176,
          684.2105263157895,
          571.4285714285714,
          488.37209302325584,
          360,
          513.5135135135135,
          575.7575757575758
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "22",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          371.4285714285714,
          451.61290322580646,
          526.3157894736843,
          567.5675675675676,
          520,
          588.2352941176471,
          300,
          486.4864864864865,
          562.5,
          499.99999999999994,
          565.2173913043479,
          368.42105263157896,
          500,
          562.5,
          419.35483870967744,
          515.1515151515151,
          599.9999999999999,
          487.8048780487805,
          718.75,
          620.6896551724137,
          562.5,
          484.8484848484848,
          535.7142857142857,
          568.1818181818182,
          615.3846153846154,
          583.3333333333334
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "23",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          388.8888888888889,
          500.00000000000006,
          416.6666666666667,
          583.3333333333334,
          536.5853658536585,
          487.1794871794872,
          460,
          476.19047619047615,
          583.3333333333334,
          500,
          515.1515151515151,
          594.5945945945946,
          580.6451612903226,
          444.44444444444446,
          580.6451612903226,
          452.38095238095235,
          619.047619047619,
          466.6666666666667,
          625,
          500,
          407.4074074074074,
          433.33333333333337,
          370.3703703703704,
          590.909090909091,
          484.8484848484848,
          459.4594594594595
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "24",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          512.8205128205128,
          538.4615384615385,
          357.1428571428571,
          540.5405405405405,
          666.6666666666666,
          500,
          333.33333333333337,
          527.7777777777778,
          536.5853658536585,
          437.5,
          425,
          589.7435897435897,
          600,
          548.3870967741935,
          487.1794871794872,
          729.7297297297298,
          333.3333333333333,
          550,
          564.1025641025641,
          510.204081632653,
          350,
          414.6341463414634,
          463.4146341463414,
          361.11111111111114,
          485.71428571428567,
          489.36170212765956
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "25",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          441.8604651162791,
          473.6842105263158,
          531.25,
          548.3870967741935,
          510.204081632653,
          690.4761904761905,
          568.1818181818182,
          540.5405405405405,
          424.24242424242425,
          600,
          488.37209302325584,
          363.6363636363637,
          428.57142857142856,
          605.2631578947369,
          428.57142857142856,
          571.4285714285713,
          465.1162790697675,
          382.97872340425533,
          461.53846153846155,
          468.0851063829787,
          371.4285714285714,
          400,
          348.8372093023256,
          536.5853658536585,
          422.22222222222223,
          531.25
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "26",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          583.3333333333334,
          487.8048780487805,
          526.3157894736843,
          454.5454545454545,
          387.0967741935484,
          452.38095238095235,
          534.8837209302326,
          428.57142857142856,
          452.38095238095235,
          470.5882352941176,
          526.3157894736843,
          487.8048780487805,
          583.3333333333334,
          523.8095238095237,
          577.7777777777778,
          577.7777777777778,
          422.22222222222223,
          448.27586206896547,
          419.35483870967744,
          410.2564102564103,
          558.8235294117646,
          527.7777777777778,
          564.1025641025641,
          500,
          540.5405405405405,
          435.8974358974359
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "27",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          517.2413793103448,
          435.8974358974359,
          437.5,
          322.5806451612903,
          499.99999999999994,
          588.2352941176471,
          645.1612903225806,
          583.3333333333334,
          378.3783783783784,
          514.2857142857142,
          533.3333333333334,
          451.61290322580646,
          571.4285714285713,
          486.4864864864865,
          463.4146341463414,
          555.5555555555555,
          581.3953488372093,
          499.99999999999994,
          461.53846153846155,
          500.00000000000006,
          390.2439024390244,
          439.0243902439024,
          485.71428571428567,
          428.57142857142856,
          515.1515151515151,
          600
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "28",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          578.9473684210526,
          488.8888888888889,
          551.7241379310344,
          387.0967741935484,
          441.17647058823525,
          480,
          545.4545454545455,
          423.0769230769231,
          533.3333333333334,
          500,
          620.6896551724137,
          391.30434782608694,
          500,
          342.10526315789474,
          500,
          499.99999999999994,
          322.5806451612903,
          370.3703703703704,
          548.3870967741935,
          500,
          588.2352941176471,
          620.6896551724137,
          566.6666666666667,
          307.6923076923077,
          653.8461538461539,
          419.35483870967744
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "29",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          409.0909090909091,
          375,
          538.4615384615385,
          625,
          470.5882352941176,
          444.44444444444446,
          520,
          312.5,
          593.75,
          454.5454545454545,
          413.7931034482758,
          666.6666666666667,
          481.48148148148147,
          416.6666666666667,
          600,
          516.1290322580645,
          550,
          550,
          484.8484848484848,
          409.0909090909091,
          520,
          375,
          724.1379310344827,
          500,
          407.4074074074074,
          392.85714285714283
         ]
        },
        {
         "line": {
          "color": "red",
          "dash": "solid",
          "width": 1
         },
         "name": "30",
         "type": "scatter",
         "visible": false,
         "x": [
          "2019-01-01",
          "2019-02-01",
          "2019-03-01",
          "2019-04-01",
          "2019-05-01",
          "2019-06-01",
          "2019-07-01",
          "2019-08-01",
          "2019-09-01",
          "2019-10-01",
          "2019-11-01",
          "2019-12-01",
          "2020-01-01",
          "2020-02-01",
          "2020-03-01",
          "2020-04-01",
          "2020-05-01",
          "2020-06-01",
          "2020-07-01",
          "2020-08-01",
          "2020-09-01",
          "2020-10-01",
          "2020-11-01",
          "2020-12-01",
          "2021-01-01",
          "2021-02-01"
         ],
         "y": [
          555.5555555555555,
          392.85714285714283,
          409.0909090909091,
          440,
          535.7142857142857,
          478.2608695652174,
          666.6666666666666,
          529.4117647058823,
          642.8571428571429,
          541.6666666666666,
          608.695652173913,
          629.6296296296297,
          400,
          421.0526315789474,
          727.2727272727274,
          571.4285714285714,
          578.9473684210526,
          631.578947368421,
          705.8823529411765,
          461.53846153846155,
          578.9473684210526,
          384.61538461538464,
          481.48148148148147,
          454.54545454545456,
          636.3636363636364,
          464.2857142857143
         ]
        }
       ],
       "layout": {
        "hovermode": "x",
        "showlegend": false,
        "template": {
         "data": {
          "bar": [
           {
            "error_x": {
             "color": "#2a3f5f"
            },
            "error_y": {
             "color": "#2a3f5f"
            },
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "bar"
           }
          ],
          "barpolar": [
           {
            "marker": {
             "line": {
              "color": "#E5ECF6",
              "width": 0.5
             }
            },
            "type": "barpolar"
           }
          ],
          "carpet": [
           {
            "aaxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "baxis": {
             "endlinecolor": "#2a3f5f",
             "gridcolor": "white",
             "linecolor": "white",
             "minorgridcolor": "white",
             "startlinecolor": "#2a3f5f"
            },
            "type": "carpet"
           }
          ],
          "choropleth": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "choropleth"
           }
          ],
          "contour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "contour"
           }
          ],
          "contourcarpet": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "contourcarpet"
           }
          ],
          "heatmap": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmap"
           }
          ],
          "heatmapgl": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "heatmapgl"
           }
          ],
          "histogram": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "histogram"
           }
          ],
          "histogram2d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2d"
           }
          ],
          "histogram2dcontour": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "histogram2dcontour"
           }
          ],
          "mesh3d": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "type": "mesh3d"
           }
          ],
          "parcoords": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "parcoords"
           }
          ],
          "pie": [
           {
            "automargin": true,
            "type": "pie"
           }
          ],
          "scatter": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter"
           }
          ],
          "scatter3d": [
           {
            "line": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatter3d"
           }
          ],
          "scattercarpet": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattercarpet"
           }
          ],
          "scattergeo": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergeo"
           }
          ],
          "scattergl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattergl"
           }
          ],
          "scattermapbox": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scattermapbox"
           }
          ],
          "scatterpolar": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolar"
           }
          ],
          "scatterpolargl": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterpolargl"
           }
          ],
          "scatterternary": [
           {
            "marker": {
             "colorbar": {
              "outlinewidth": 0,
              "ticks": ""
             }
            },
            "type": "scatterternary"
           }
          ],
          "surface": [
           {
            "colorbar": {
             "outlinewidth": 0,
             "ticks": ""
            },
            "colorscale": [
             [
              0,
              "#0d0887"
             ],
             [
              0.1111111111111111,
              "#46039f"
             ],
             [
              0.2222222222222222,
              "#7201a8"
             ],
             [
              0.3333333333333333,
              "#9c179e"
             ],
             [
              0.4444444444444444,
              "#bd3786"
             ],
             [
              0.5555555555555556,
              "#d8576b"
             ],
             [
              0.6666666666666666,
              "#ed7953"
             ],
             [
              0.7777777777777778,
              "#fb9f3a"
             ],
             [
              0.8888888888888888,
              "#fdca26"
             ],
             [
              1,
              "#f0f921"
             ]
            ],
            "type": "surface"
           }
          ],
          "table": [
           {
            "cells": {
             "fill": {
              "color": "#EBF0F8"
             },
             "line": {
              "color": "white"
             }
            },
            "header": {
             "fill": {
              "color": "#C8D4E3"
             },
             "line": {
              "color": "white"
             }
            },
            "type": "table"
           }
          ]
         },
         "layout": {
          "annotationdefaults": {
           "arrowcolor": "#2a3f5f",
           "arrowhead": 0,
           "arrowwidth": 1
          },
          "autotypenumbers": "strict",
          "coloraxis": {
           "colorbar": {
            "outlinewidth": 0,
            "ticks": ""
           }
          },
          "colorscale": {
           "diverging": [
            [
             0,
             "#8e0152"
            ],
            [
             0.1,
             "#c51b7d"
            ],
            [
             0.2,
             "#de77ae"
            ],
            [
             0.3,
             "#f1b6da"
            ],
            [
             0.4,
             "#fde0ef"
            ],
            [
             0.5,
             "#f7f7f7"
            ],
            [
             0.6,
             "#e6f5d0"
            ],
            [
             0.7,
             "#b8e186"
            ],
            [
             0.8,
             "#7fbc41"
            ],
            [
             0.9,
             "#4d9221"
            ],
            [
             1,
             "#276419"
            ]
           ],
           "sequential": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ],
           "sequentialminus": [
            [
             0,
             "#0d0887"
            ],
            [
             0.1111111111111111,
             "#46039f"
            ],
            [
             0.2222222222222222,
             "#7201a8"
            ],
            [
             0.3333333333333333,
             "#9c179e"
            ],
            [
             0.4444444444444444,
             "#bd3786"
            ],
            [
             0.5555555555555556,
             "#d8576b"
            ],
            [
             0.6666666666666666,
             "#ed7953"
            ],
            [
             0.7777777777777778,
             "#fb9f3a"
            ],
            [
             0.8888888888888888,
             "#fdca26"
            ],
            [
             1,
             "#f0f921"
            ]
           ]
          },
          "colorway": [
           "#636efa",
           "#EF553B",
           "#00cc96",
           "#ab63fa",
           "#FFA15A",
           "#19d3f3",
           "#FF6692",
           "#B6E880",
           "#FF97FF",
           "#FECB52"
          ],
          "font": {
           "color": "#2a3f5f"
          },
          "geo": {
           "bgcolor": "white",
           "lakecolor": "white",
           "landcolor": "#E5ECF6",
           "showlakes": true,
           "showland": true,
           "subunitcolor": "white"
          },
          "hoverlabel": {
           "align": "left"
          },
          "hovermode": "closest",
          "mapbox": {
           "style": "light"
          },
          "paper_bgcolor": "white",
          "plot_bgcolor": "#E5ECF6",
          "polar": {
           "angularaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "radialaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "scene": {
           "xaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "yaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           },
           "zaxis": {
            "backgroundcolor": "#E5ECF6",
            "gridcolor": "white",
            "gridwidth": 2,
            "linecolor": "white",
            "showbackground": true,
            "ticks": "",
            "zerolinecolor": "white"
           }
          },
          "shapedefaults": {
           "line": {
            "color": "#2a3f5f"
           }
          },
          "ternary": {
           "aaxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "baxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           },
           "bgcolor": "#E5ECF6",
           "caxis": {
            "gridcolor": "white",
            "linecolor": "white",
            "ticks": ""
           }
          },
          "title": {
           "x": 0.05
          },
          "xaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          },
          "yaxis": {
           "automargin": true,
           "gridcolor": "white",
           "linecolor": "white",
           "ticks": "",
           "title": {
            "standoff": 15
           },
           "zerolinecolor": "white",
           "zerolinewidth": 2
          }
         }
        },
        "title": {
         "text": "",
         "x": 0.5
        },
        "updatemenus": [
         {
          "buttons": [
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "All",
            "method": "restyle"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "0",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "19",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "20",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "21",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "22",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "23",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "24",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "25",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false,
               false
              ]
             }
            ],
            "label": "26",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false,
               false
              ]
             }
            ],
            "label": "27",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false,
               false
              ]
             }
            ],
            "label": "28",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true,
               false
              ]
             }
            ],
            "label": "29",
            "method": "update"
           },
           {
            "args": [
             {
              "visible": [
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               true,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               false,
               true
              ]
             }
            ],
            "label": "30",
            "method": "update"
           }
          ],
          "direction": "down",
          "pad": {
           "r": 10,
           "t": 10
          },
          "x": 1,
          "xanchor": "left",
          "y": 1.1,
          "yanchor": "top"
         }
        ],
        "xaxis": {
         "rangeselector": {
          "buttons": [
           {
            "count": 1,
            "label": "1m",
            "step": "month",
            "stepmode": "backward"
           },
           {
            "count": 6,
            "label": "6m",
            "step": "month",
            "stepmode": "backward"
           },
           {
            "count": 1,
            "label": "1y",
            "step": "year",
            "stepmode": "backward"
           },
           {
            "step": "all"
           }
          ]
         },
         "rangeslider": {
          "visible": true
         },
         "type": "date"
        },
        "yaxis": {
         "title": {
          "text": "Rate per 100,000"
         }
        }
       }
      },
      "text/html": [
       "<div>                            <div id=\"0ec3f637-1b59-430e-9e96-da524773fadd\" class=\"plotly-graph-div\" style=\"height:525px; width:100%;\"></div>            <script type=\"text/javascript\">                require([\"plotly\"], function(Plotly) {                    window.PLOTLYENV=window.PLOTLYENV || {};                                    if (document.getElementById(\"0ec3f637-1b59-430e-9e96-da524773fadd\")) {                    Plotly.newPlot(                        \"0ec3f637-1b59-430e-9e96-da524773fadd\",                        [{\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 1\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [333.3333333333333, 250.0, 268.5714285714286, 0.0, 352.27272727272737, 233.33333333333337, 300.0, 312.5, 293.75, 100.00000000000003, 300.0, 328.57142857142856, 0.0, 332.8947368421053, 214.28571428571433, 205.0, 332.258064516129, 307.5, 316.6666666666667, 192.85714285714292, 333.3333333333333, 133.33333333333337, 286.3636363636365, 0.0, 11.111111111111121, 0.0]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 2\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [375.0, 333.3333333333333, 386.6071428571429, 320.0, 430.3605313092979, 397.43589743589746, 460.0, 423.0769230769231, 333.3333333333333, 433.92857142857144, 410.0313479623825, 386.72768878718534, 300.0, 420.17543859649123, 333.3333333333333, 342.5287356321839, 417.7777777777778, 396.03815113719736, 384.94623655913983, 306.15384615384613, 390.2439024390244, 384.61538461538464, 333.3333333333333, 307.6923076923077, 333.3333333333333, 380.95238095238096]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 3\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [400.0, 392.8571428571429, 425.00000000000006, 333.33333333333337, 472.75541795665634, 454.2016806722689, 500.0, 450.0, 382.964782964783, 474.3529411764706, 422.7586206896552, 471.57894736842104, 400.00000000000006, 442.36111111111114, 361.6883116883117, 435.7142857142857, 477.45714285714286, 472.280701754386, 457.3426573426574, 371.5909090909091, 409.0909090909092, 420.2090592334495, 380.34188034188037, 361.11111111111126, 413.03030303030306, 441.8803418803419]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 4\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [428.57142857142856, 451.61290322580646, 460.00000000000006, 440.0, 500.0, 479.6521739130435, 500.0, 476.19047619047615, 447.6190476190476, 500.0, 493.0232558139535, 498.4, 440.0, 496.0, 424.88479262672814, 484.4, 517.6470588235294, 492.6829268292683, 484.169696969697, 414.10256410256414, 500.0, 444.5528455284553, 484.021164021164, 454.54545454545456, 485.19480519480516, 464.2857142857143]}, {\"line\": {\"color\": \"blue\", \"dash\": \"solid\", \"width\": 1.2}, \"name\": \"median\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [500.0, 487.8048780487805, 526.3157894736843, 500.0, 500.0, 495.0, 545.4545454545455, 500.0, 500.0, 500.0, 500.0, 500.0, 500.0, 500.0, 483.80355276907, 507.57575757575756, 580.171358629131, 500.0, 487.8048780487805, 464.81178396072016, 500.0, 484.8484848484848, 500.0, 500.0, 500.0, 496.5069860279441]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 6\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [517.2413793103448, 500.0, 530.6, 524.0, 514.1224489795918, 533.3333333333334, 571.4285714285714, 529.4117647058823, 501.6, 536.6515837104072, 512.290909090909, 519.3548387096773, 500.0, 531.4285714285713, 500.0, 565.079365079365, 607.6190476190475, 510.8, 519.047619047619, 500.0, 520.0, 500.0, 500.8, 500.0, 514.4963144963145, 528.2894736842105]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 7\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [555.5555555555557, 500.00000000000017, 580.6896551724138, 567.5675675675676, 543.609756097561, 588.2352941176471, 615.3846153846155, 571.4285714285714, 536.260162601626, 555.6818181818182, 526.3157894736843, 591.1988911988911, 512.0000000000002, 557.6388888888889, 526.5993265993266, 575.8730158730159, 704.2857142857142, 546.3636363636364, 580.1864801864803, 503.06122448979596, 562.5000000000001, 532.7111111111111, 544.2307692307692, 510.0000000000001, 582.1621621621623, 578.030303030303]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 8\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [666.6666666666667, 555.5555555555555, 700.0, 600.0, 613.3333333333335, 640.0000000000001, 666.6666666666666, 714.2857142857142, 589.5833333333334, 613.3333333333334, 543.0303030303031, 605.925925925926, 583.3333333333334, 666.6666666666666, 584.516129032258, 656.4102564102565, 866.6666666666672, 554.4444444444445, 682.3529411764706, 629.8850574712644, 600.0, 571.4285714285714, 571.4285714285714, 590.909090909091, 628.34008097166, 625.4545454545458]}, {\"line\": {\"color\": \"blue\", \"dash\": \"dash\", \"width\": 1}, \"name\": \"decile 9\", \"type\": \"scatter\", \"visible\": true, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [1000.0, 600.0, 799.9999999999998, 692.3076923076924, 717.8571428571429, 673.8095238095239, 800.0, 1000.0, 666.6666666666666, 771.4285714285712, 613.4932533733133, 680.0000000000002, 1000.0, 836.3636363636367, 666.6666666666666, 975.0000000000006, 1000.0, 612.6315789473684, 750.0, 752.7777777777778, 692.3076923076924, 656.5517241379308, 666.6666666666666, 714.2857142857142, 665.3846153846154, 775.0000000000003]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"0\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [520.0, 528.0, 528.0, 524.0, 498.0, 490.0, 466.0, 504.0, 508.0, 480.0, 508.0, 496.0, 512.0, 490.0, 514.0, 474.0, 478.0, 518.0, 484.0, 528.0, 502.0, 536.0, 502.0, 510.0, 488.0, 493.01397205588825]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"19\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [500.00000000000006, 388.8888888888889, 450.0, 320.0, 473.6842105263158, 384.61538461538464, 500.0, 631.578947368421, 500.00000000000006, 633.3333333333334, 440.0, 473.6842105263158, 440.0, 500.0, 482.7586206896552, 571.4285714285714, 500.0, 483.8709677419355, 523.8095238095237, 416.6666666666667, 409.0909090909091, 500.0, 666.6666666666666, 619.047619047619, 526.3157894736843, 750.0]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"20\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [466.6666666666667, 482.7586206896552, 406.25, 285.7142857142857, 444.44444444444446, 527.7777777777778, 571.4285714285714, 391.30434782608694, 428.57142857142856, 545.4545454545455, 413.7931034482758, 466.6666666666667, 454.5454545454545, 542.8571428571428, 545.4545454545454, 379.31034482758616, 500.0, 473.6842105263158, 487.8048780487805, 428.57142857142856, 607.1428571428571, 466.6666666666667, 571.4285714285714, 423.0769230769231, 483.8709677419355, 464.2857142857143]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"21\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [542.8571428571428, 448.27586206896547, 354.83870967741933, 357.1428571428571, 560.0, 379.31034482758616, 709.6774193548387, 428.57142857142856, 500.00000000000006, 562.5, 526.3157894736843, 548.3870967741935, 500.0, 666.6666666666666, 484.8484848484848, 615.3846153846154, 586.2068965517241, 545.4545454545454, 485.71428571428567, 470.5882352941176, 684.2105263157895, 571.4285714285714, 488.37209302325584, 360.0, 513.5135135135135, 575.7575757575758]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"22\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [371.4285714285714, 451.61290322580646, 526.3157894736843, 567.5675675675676, 520.0, 588.2352941176471, 300.0, 486.4864864864865, 562.5, 499.99999999999994, 565.2173913043479, 368.42105263157896, 500.0, 562.5, 419.35483870967744, 515.1515151515151, 599.9999999999999, 487.8048780487805, 718.75, 620.6896551724137, 562.5, 484.8484848484848, 535.7142857142857, 568.1818181818182, 615.3846153846154, 583.3333333333334]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"23\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [388.8888888888889, 500.00000000000006, 416.6666666666667, 583.3333333333334, 536.5853658536585, 487.1794871794872, 460.0, 476.19047619047615, 583.3333333333334, 500.0, 515.1515151515151, 594.5945945945946, 580.6451612903226, 444.44444444444446, 580.6451612903226, 452.38095238095235, 619.047619047619, 466.6666666666667, 625.0, 500.0, 407.4074074074074, 433.33333333333337, 370.3703703703704, 590.909090909091, 484.8484848484848, 459.4594594594595]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"24\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [512.8205128205128, 538.4615384615385, 357.1428571428571, 540.5405405405405, 666.6666666666666, 500.0, 333.33333333333337, 527.7777777777778, 536.5853658536585, 437.5, 425.0, 589.7435897435897, 600.0, 548.3870967741935, 487.1794871794872, 729.7297297297298, 333.3333333333333, 550.0, 564.1025641025641, 510.204081632653, 350.0, 414.6341463414634, 463.4146341463414, 361.11111111111114, 485.71428571428567, 489.36170212765956]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"25\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [441.8604651162791, 473.6842105263158, 531.25, 548.3870967741935, 510.204081632653, 690.4761904761905, 568.1818181818182, 540.5405405405405, 424.24242424242425, 600.0, 488.37209302325584, 363.6363636363637, 428.57142857142856, 605.2631578947369, 428.57142857142856, 571.4285714285713, 465.1162790697675, 382.97872340425533, 461.53846153846155, 468.0851063829787, 371.4285714285714, 400.0, 348.8372093023256, 536.5853658536585, 422.22222222222223, 531.25]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"26\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [583.3333333333334, 487.8048780487805, 526.3157894736843, 454.5454545454545, 387.0967741935484, 452.38095238095235, 534.8837209302326, 428.57142857142856, 452.38095238095235, 470.5882352941176, 526.3157894736843, 487.8048780487805, 583.3333333333334, 523.8095238095237, 577.7777777777778, 577.7777777777778, 422.22222222222223, 448.27586206896547, 419.35483870967744, 410.2564102564103, 558.8235294117646, 527.7777777777778, 564.1025641025641, 500.0, 540.5405405405405, 435.8974358974359]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"27\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [517.2413793103448, 435.8974358974359, 437.5, 322.5806451612903, 499.99999999999994, 588.2352941176471, 645.1612903225806, 583.3333333333334, 378.3783783783784, 514.2857142857142, 533.3333333333334, 451.61290322580646, 571.4285714285713, 486.4864864864865, 463.4146341463414, 555.5555555555555, 581.3953488372093, 499.99999999999994, 461.53846153846155, 500.00000000000006, 390.2439024390244, 439.0243902439024, 485.71428571428567, 428.57142857142856, 515.1515151515151, 600.0]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"28\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [578.9473684210526, 488.8888888888889, 551.7241379310344, 387.0967741935484, 441.17647058823525, 480.0, 545.4545454545455, 423.0769230769231, 533.3333333333334, 500.0, 620.6896551724137, 391.30434782608694, 500.0, 342.10526315789474, 500.0, 499.99999999999994, 322.5806451612903, 370.3703703703704, 548.3870967741935, 500.0, 588.2352941176471, 620.6896551724137, 566.6666666666667, 307.6923076923077, 653.8461538461539, 419.35483870967744]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"29\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [409.0909090909091, 375.0, 538.4615384615385, 625.0, 470.5882352941176, 444.44444444444446, 520.0, 312.5, 593.75, 454.5454545454545, 413.7931034482758, 666.6666666666667, 481.48148148148147, 416.6666666666667, 600.0, 516.1290322580645, 550.0, 550.0, 484.8484848484848, 409.0909090909091, 520.0, 375.0, 724.1379310344827, 500.0, 407.4074074074074, 392.85714285714283]}, {\"line\": {\"color\": \"red\", \"dash\": \"solid\", \"width\": 1}, \"name\": \"30\", \"type\": \"scatter\", \"visible\": false, \"x\": [\"2019-01-01\", \"2019-02-01\", \"2019-03-01\", \"2019-04-01\", \"2019-05-01\", \"2019-06-01\", \"2019-07-01\", \"2019-08-01\", \"2019-09-01\", \"2019-10-01\", \"2019-11-01\", \"2019-12-01\", \"2020-01-01\", \"2020-02-01\", \"2020-03-01\", \"2020-04-01\", \"2020-05-01\", \"2020-06-01\", \"2020-07-01\", \"2020-08-01\", \"2020-09-01\", \"2020-10-01\", \"2020-11-01\", \"2020-12-01\", \"2021-01-01\", \"2021-02-01\"], \"y\": [555.5555555555555, 392.85714285714283, 409.0909090909091, 440.0, 535.7142857142857, 478.2608695652174, 666.6666666666666, 529.4117647058823, 642.8571428571429, 541.6666666666666, 608.695652173913, 629.6296296296297, 400.0, 421.0526315789474, 727.2727272727274, 571.4285714285714, 578.9473684210526, 631.578947368421, 705.8823529411765, 461.53846153846155, 578.9473684210526, 384.61538461538464, 481.48148148148147, 454.54545454545456, 636.3636363636364, 464.2857142857143]}],                        {\"hovermode\": \"x\", \"showlegend\": false, \"template\": {\"data\": {\"bar\": [{\"error_x\": {\"color\": \"#2a3f5f\"}, \"error_y\": {\"color\": \"#2a3f5f\"}, \"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"bar\"}], \"barpolar\": [{\"marker\": {\"line\": {\"color\": \"#E5ECF6\", \"width\": 0.5}}, \"type\": \"barpolar\"}], \"carpet\": [{\"aaxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"baxis\": {\"endlinecolor\": \"#2a3f5f\", \"gridcolor\": \"white\", \"linecolor\": \"white\", \"minorgridcolor\": \"white\", \"startlinecolor\": \"#2a3f5f\"}, \"type\": \"carpet\"}], \"choropleth\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"choropleth\"}], \"contour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"contour\"}], \"contourcarpet\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"contourcarpet\"}], \"heatmap\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmap\"}], \"heatmapgl\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"heatmapgl\"}], \"histogram\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"histogram\"}], \"histogram2d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2d\"}], \"histogram2dcontour\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"histogram2dcontour\"}], \"mesh3d\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"type\": \"mesh3d\"}], \"parcoords\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"parcoords\"}], \"pie\": [{\"automargin\": true, \"type\": \"pie\"}], \"scatter\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter\"}], \"scatter3d\": [{\"line\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatter3d\"}], \"scattercarpet\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattercarpet\"}], \"scattergeo\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergeo\"}], \"scattergl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattergl\"}], \"scattermapbox\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scattermapbox\"}], \"scatterpolar\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolar\"}], \"scatterpolargl\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterpolargl\"}], \"scatterternary\": [{\"marker\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"type\": \"scatterternary\"}], \"surface\": [{\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}, \"colorscale\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"type\": \"surface\"}], \"table\": [{\"cells\": {\"fill\": {\"color\": \"#EBF0F8\"}, \"line\": {\"color\": \"white\"}}, \"header\": {\"fill\": {\"color\": \"#C8D4E3\"}, \"line\": {\"color\": \"white\"}}, \"type\": \"table\"}]}, \"layout\": {\"annotationdefaults\": {\"arrowcolor\": \"#2a3f5f\", \"arrowhead\": 0, \"arrowwidth\": 1}, \"autotypenumbers\": \"strict\", \"coloraxis\": {\"colorbar\": {\"outlinewidth\": 0, \"ticks\": \"\"}}, \"colorscale\": {\"diverging\": [[0, \"#8e0152\"], [0.1, \"#c51b7d\"], [0.2, \"#de77ae\"], [0.3, \"#f1b6da\"], [0.4, \"#fde0ef\"], [0.5, \"#f7f7f7\"], [0.6, \"#e6f5d0\"], [0.7, \"#b8e186\"], [0.8, \"#7fbc41\"], [0.9, \"#4d9221\"], [1, \"#276419\"]], \"sequential\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]], \"sequentialminus\": [[0.0, \"#0d0887\"], [0.1111111111111111, \"#46039f\"], [0.2222222222222222, \"#7201a8\"], [0.3333333333333333, \"#9c179e\"], [0.4444444444444444, \"#bd3786\"], [0.5555555555555556, \"#d8576b\"], [0.6666666666666666, \"#ed7953\"], [0.7777777777777778, \"#fb9f3a\"], [0.8888888888888888, \"#fdca26\"], [1.0, \"#f0f921\"]]}, \"colorway\": [\"#636efa\", \"#EF553B\", \"#00cc96\", \"#ab63fa\", \"#FFA15A\", \"#19d3f3\", \"#FF6692\", \"#B6E880\", \"#FF97FF\", \"#FECB52\"], \"font\": {\"color\": \"#2a3f5f\"}, \"geo\": {\"bgcolor\": \"white\", \"lakecolor\": \"white\", \"landcolor\": \"#E5ECF6\", \"showlakes\": true, \"showland\": true, \"subunitcolor\": \"white\"}, \"hoverlabel\": {\"align\": \"left\"}, \"hovermode\": \"closest\", \"mapbox\": {\"style\": \"light\"}, \"paper_bgcolor\": \"white\", \"plot_bgcolor\": \"#E5ECF6\", \"polar\": {\"angularaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"radialaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"scene\": {\"xaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"yaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}, \"zaxis\": {\"backgroundcolor\": \"#E5ECF6\", \"gridcolor\": \"white\", \"gridwidth\": 2, \"linecolor\": \"white\", \"showbackground\": true, \"ticks\": \"\", \"zerolinecolor\": \"white\"}}, \"shapedefaults\": {\"line\": {\"color\": \"#2a3f5f\"}}, \"ternary\": {\"aaxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"baxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}, \"bgcolor\": \"#E5ECF6\", \"caxis\": {\"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\"}}, \"title\": {\"x\": 0.05}, \"xaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}, \"yaxis\": {\"automargin\": true, \"gridcolor\": \"white\", \"linecolor\": \"white\", \"ticks\": \"\", \"title\": {\"standoff\": 15}, \"zerolinecolor\": \"white\", \"zerolinewidth\": 2}}}, \"title\": {\"text\": \"\", \"x\": 0.5}, \"updatemenus\": [{\"buttons\": [{\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"All\", \"method\": \"restyle\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"0\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, true, false, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"19\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, true, false, false, false, false, false, false, false, false, false, false]}], \"label\": \"20\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, true, false, false, false, false, false, false, false, false, false]}], \"label\": \"21\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, true, false, false, false, false, false, false, false, false]}], \"label\": \"22\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, true, false, false, false, false, false, false, false]}], \"label\": \"23\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, true, false, false, false, false, false, false]}], \"label\": \"24\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, true, false, false, false, false, false]}], \"label\": \"25\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, true, false, false, false, false]}], \"label\": \"26\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, true, false, false, false]}], \"label\": \"27\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, true, false, false]}], \"label\": \"28\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, true, false]}], \"label\": \"29\", \"method\": \"update\"}, {\"args\": [{\"visible\": [true, true, true, true, true, true, true, true, true, false, false, false, false, false, false, false, false, false, false, false, false, true]}], \"label\": \"30\", \"method\": \"update\"}], \"direction\": \"down\", \"pad\": {\"r\": 10, \"t\": 10}, \"x\": 1.0, \"xanchor\": \"left\", \"y\": 1.1, \"yanchor\": \"top\"}], \"xaxis\": {\"rangeselector\": {\"buttons\": [{\"count\": 1, \"label\": \"1m\", \"step\": \"month\", \"stepmode\": \"backward\"}, {\"count\": 6, \"label\": \"6m\", \"step\": \"month\", \"stepmode\": \"backward\"}, {\"count\": 1, \"label\": \"1y\", \"step\": \"year\", \"stepmode\": \"backward\"}, {\"step\": \"all\"}]}, \"rangeslider\": {\"visible\": true}, \"type\": \"date\"}, \"yaxis\": {\"title\": {\"text\": \"Rate per 100,000\"}}},                        {\"responsive\": true}                    ).then(function(){\n",
       "                            \n",
       "var gd = document.getElementById('0ec3f637-1b59-430e-9e96-da524773fadd');\n",
       "var x = new MutationObserver(function (mutations, observer) {{\n",
       "        var display = window.getComputedStyle(gd).display;\n",
       "        if (!display || display === 'none') {{\n",
       "            console.log([gd, 'removed!']);\n",
       "            Plotly.purge(gd);\n",
       "            observer.disconnect();\n",
       "        }}\n",
       "}});\n",
       "\n",
       "// Listen for the removal of the full notebook cells\n",
       "var notebookContainer = gd.closest('#notebook-container');\n",
       "if (notebookContainer) {{\n",
       "    x.observe(notebookContainer, {childList: true});\n",
       "}}\n",
       "\n",
       "// Listen for the clearing of the current output cell\n",
       "var outputEl = gd.closest('.output');\n",
       "if (outputEl) {{\n",
       "    x.observe(outputEl, {childList: true});\n",
       "}}\n",
       "\n",
       "                        })                };                });            </script>        </div>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "interactive_deciles_chart(asthma_df,asthma_selected_practices, period_column='date',column='rate',title=\"\",ylabel=\"Rate per 1000\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "quarterly-gilbert",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}